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v0.69.2.de
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v0.74.2.de
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b37d89bd08 |
53
.github/workflows/docker-build-test.yml
vendored
53
.github/workflows/docker-build-test.yml
vendored
@@ -4,23 +4,25 @@ on:
|
||||
push:
|
||||
paths-ignore:
|
||||
- 'aider/website/**'
|
||||
- README.md
|
||||
- HISTORY.md
|
||||
- 'README.md'
|
||||
- 'HISTORY.md'
|
||||
- '.github/workflows/*'
|
||||
- '!.github/workflows/docker-build-test.yml'
|
||||
branches:
|
||||
- main
|
||||
pull_request:
|
||||
paths-ignore:
|
||||
- 'aider/website/**'
|
||||
- README.md
|
||||
- 'README.md'
|
||||
- 'HISTORY.md'
|
||||
- '.github/workflows/*'
|
||||
- '!.github/workflows/docker-build-test.yml'
|
||||
branches:
|
||||
- main
|
||||
|
||||
# copy most of these steps from release.yml, but push: false and no tags:
|
||||
|
||||
jobs:
|
||||
build:
|
||||
docker_build_and_push:
|
||||
runs-on: ubuntu-latest
|
||||
|
||||
steps:
|
||||
- name: Checkout code
|
||||
uses: actions/checkout@v4
|
||||
@@ -29,11 +31,19 @@ jobs:
|
||||
|
||||
- name: Set up QEMU
|
||||
uses: docker/setup-qemu-action@v3
|
||||
|
||||
|
||||
- name: Set up Docker Buildx
|
||||
uses: docker/setup-buildx-action@v3
|
||||
|
||||
- name: Build Docker standard image
|
||||
- name: Login to DockerHub
|
||||
if: ${{ github.event_name != 'pull_request' }}
|
||||
uses: docker/login-action@v3
|
||||
with:
|
||||
username: ${{ secrets.DOCKERHUB_USERNAME }}
|
||||
password: ${{ secrets.DOCKERHUB_PASSWORD }}
|
||||
|
||||
- name: Build Docker images (PR)
|
||||
if: ${{ github.event_name == 'pull_request' }}
|
||||
uses: docker/build-push-action@v5
|
||||
with:
|
||||
context: .
|
||||
@@ -42,7 +52,19 @@ jobs:
|
||||
push: false
|
||||
target: aider
|
||||
|
||||
- name: Build Docker full image
|
||||
- name: Build Docker images (Push)
|
||||
if: ${{ github.event_name != 'pull_request' }}
|
||||
uses: docker/build-push-action@v5
|
||||
with:
|
||||
context: .
|
||||
file: ./docker/Dockerfile
|
||||
platforms: linux/amd64,linux/arm64
|
||||
push: true
|
||||
tags: ${{ secrets.DOCKERHUB_USERNAME }}/aider:dev
|
||||
target: aider
|
||||
|
||||
- name: Build Docker full image (PR)
|
||||
if: ${{ github.event_name == 'pull_request' }}
|
||||
uses: docker/build-push-action@v5
|
||||
with:
|
||||
context: .
|
||||
@@ -50,3 +72,14 @@ jobs:
|
||||
platforms: linux/amd64,linux/arm64
|
||||
push: false
|
||||
target: aider-full
|
||||
|
||||
- name: Build Docker full image (Push)
|
||||
if: ${{ github.event_name != 'pull_request' }}
|
||||
uses: docker/build-push-action@v5
|
||||
with:
|
||||
context: .
|
||||
file: ./docker/Dockerfile
|
||||
platforms: linux/amd64,linux/arm64
|
||||
push: true
|
||||
tags: ${{ secrets.DOCKERHUB_USERNAME }}/aider-full:dev
|
||||
target: aider-full
|
||||
|
||||
8
.github/workflows/pages.yml
vendored
8
.github/workflows/pages.yml
vendored
@@ -12,6 +12,7 @@ on:
|
||||
- "main"
|
||||
paths:
|
||||
- "aider/website/**"
|
||||
- ".github/workflows/pages.yml"
|
||||
|
||||
# Allows you to run this workflow manually from the Actions tab
|
||||
workflow_dispatch:
|
||||
@@ -55,10 +56,9 @@ jobs:
|
||||
env:
|
||||
JEKYLL_ENV: production
|
||||
- name: Upload artifact
|
||||
# Automatically uploads an artifact from the './_site' directory by default
|
||||
uses: actions/upload-pages-artifact@v1
|
||||
uses: actions/upload-pages-artifact@v3
|
||||
with:
|
||||
path: "aider/website/_site/"
|
||||
path: "aider/website/_site"
|
||||
|
||||
# Deployment job
|
||||
deploy:
|
||||
@@ -70,7 +70,7 @@ jobs:
|
||||
steps:
|
||||
- name: Deploy to GitHub Pages
|
||||
id: deployment
|
||||
uses: actions/deploy-pages@v2
|
||||
uses: actions/deploy-pages@v4
|
||||
|
||||
- name: Set up Python 3.12
|
||||
uses: actions/setup-python@v5
|
||||
|
||||
11
.github/workflows/ubuntu-tests.yml
vendored
11
.github/workflows/ubuntu-tests.yml
vendored
@@ -4,14 +4,19 @@ on:
|
||||
push:
|
||||
paths-ignore:
|
||||
- 'aider/website/**'
|
||||
- README.md
|
||||
- HISTORY.md
|
||||
- 'README.md'
|
||||
- 'HISTORY.md'
|
||||
- '.github/workflows/*'
|
||||
- '!.github/workflows/ubuntu-tests.yml'
|
||||
branches:
|
||||
- main
|
||||
pull_request:
|
||||
paths-ignore:
|
||||
- 'aider/website/**'
|
||||
- README.md
|
||||
- 'README.md'
|
||||
- 'HISTORY.md'
|
||||
- '.github/workflows/*'
|
||||
- '!.github/workflows/ubuntu-tests.yml'
|
||||
branches:
|
||||
- main
|
||||
|
||||
|
||||
11
.github/workflows/windows-tests.yml
vendored
11
.github/workflows/windows-tests.yml
vendored
@@ -4,14 +4,19 @@ on:
|
||||
push:
|
||||
paths-ignore:
|
||||
- 'aider/website/**'
|
||||
- README.md
|
||||
- HISTORY.md
|
||||
- 'README.md'
|
||||
- 'HISTORY.md'
|
||||
- '.github/workflows/*'
|
||||
- '!.github/workflows/windows-tests.yml'
|
||||
branches:
|
||||
- main
|
||||
pull_request:
|
||||
paths-ignore:
|
||||
- 'aider/website/**'
|
||||
- README.md
|
||||
- 'README.md'
|
||||
- 'HISTORY.md'
|
||||
- '.github/workflows/*'
|
||||
- '!.github/workflows/windows-tests.yml'
|
||||
branches:
|
||||
- main
|
||||
|
||||
|
||||
1
.gitignore
vendored
1
.gitignore
vendored
@@ -15,3 +15,4 @@ aider/_version.py
|
||||
.venv/
|
||||
.#*
|
||||
.gitattributes
|
||||
tmp.benchmarks/
|
||||
@@ -56,13 +56,6 @@ It is recommended to create a virtual environment outside of the repository to k
|
||||
python -m venv /path/to/venv
|
||||
```
|
||||
|
||||
#### Using `virtualenv` (for older Python versions)
|
||||
|
||||
```
|
||||
pip install virtualenv
|
||||
virtualenv /path/to/venv
|
||||
```
|
||||
|
||||
### Activate the Virtual Environment
|
||||
|
||||
#### On Windows
|
||||
|
||||
107
HISTORY.md
107
HISTORY.md
@@ -1,5 +1,112 @@
|
||||
# Release history
|
||||
|
||||
### main branch
|
||||
|
||||
- Have o1 & o3-mini generate markdown by sending the magic "Formatting re-enabled." string.
|
||||
- Bugfix for multi-line inputs, which should not include the ". " continuation prompt.
|
||||
|
||||
### Aider v0.74.0
|
||||
|
||||
- Dynamically changes the Ollama context window to hold the current chat.
|
||||
- Better support for o3-mini, DeepSeek V3 & R1, o1-mini, o1 especially via third-party API providers.
|
||||
- Remove `<think>` tags from R1 responses for commit messages (and other weak model uses).
|
||||
- Can now specify `use_temperature: <float>` in model settings, not just true/false.
|
||||
- The full docker container now includes `boto3` for Bedrock.
|
||||
- Docker containers now set `HOME=/app` which is the normal project mount-point, to persist `~/.aider`.
|
||||
- Bugfix to prevent creating incorrect filenames like `python`, `php`, etc.
|
||||
- Bugfix for `--timeout`
|
||||
- Bugfix so that `/model` now correctly reports that the weak model is not changed.
|
||||
- Bugfix so that multi-line mode persists through ^C at confirmation prompts.
|
||||
- Watch files now fully ignores top-level directories named in ignore files, to reduce the chance of hitting OS watch limits. Helpful to ignore giant subtrees like `node_modules`.
|
||||
- Fast startup with more providers and when model metadata provided in local files.
|
||||
- Improved .gitignore handling:
|
||||
- Honor ignores already in effect regardless of how they've been configured.
|
||||
- Check for .env only when the file exists.
|
||||
- Yes/No prompts now accept All/Skip as alias for Y/N even when not processing a group of confirmations.
|
||||
- Aider wrote 77% of the code in this release.
|
||||
|
||||
### Aider v0.73.0
|
||||
|
||||
- Full support for o3-mini: `aider --model o3-mini`
|
||||
- New `--reasoning-effort` argument: low, medium, high.
|
||||
- Improved handling of context window size limits, with better messaging and Ollama-specific guidance.
|
||||
- Added support for removing model-specific reasoning tags from responses with `remove_reasoning: tagname` model setting.
|
||||
- Auto-create parent directories when creating new files, by xqyz.
|
||||
- Support for R1 free on OpenRouter: `--model openrouter/deepseek/deepseek-r1:free`
|
||||
- Aider wrote 69% of the code in this release.
|
||||
|
||||
### Aider v0.72.3
|
||||
|
||||
- Enforce user/assistant turn order to avoid R1 errors, by miradnanali.
|
||||
- Case-insensitive model name matching while preserving original case.
|
||||
|
||||
### Aider v0.72.2
|
||||
- Harden against user/assistant turn order problems which cause R1 errors.
|
||||
|
||||
### Aider v0.72.1
|
||||
- Fix model metadata for `openrouter/deepseek/deepseek-r1`
|
||||
|
||||
### Aider v0.72.0
|
||||
- Support for DeepSeek R1.
|
||||
- Use shortcut: `--model r1`
|
||||
- Also via OpenRouter: `--model openrouter/deepseek/deepseek-r1`
|
||||
- Added Kotlin syntax support to repo map, by Paul Walker.
|
||||
- Added `--line-endings` for file writing, by Titusz Pan.
|
||||
- Added examples_as_sys_msg=True for GPT-4o models, improves benchmark scores.
|
||||
- Bumped all dependencies, to pick up litellm support for o1 system messages.
|
||||
- Bugfix for turn taking when reflecting lint/test errors.
|
||||
- Aider wrote 52% of the code in this release.
|
||||
|
||||
### Aider v0.71.1
|
||||
|
||||
- Fix permissions issue in Docker images.
|
||||
- Added read-only file announcements.
|
||||
- Bugfix: ASCII fallback for unicode errors.
|
||||
- Bugfix: integer indices for list slicing in repomap calculations.
|
||||
|
||||
### Aider v0.71.0
|
||||
|
||||
- Prompts to help DeepSeek work better when alternating between `/ask` and `/code`.
|
||||
- Streaming pretty LLM responses is smoother and faster for long replies.
|
||||
- Streaming automatically turns of for model that don't support it
|
||||
- Can now switch to/from `/model o1` and a streaming model
|
||||
- Pretty output remains enabled even when editing files with triple-backtick fences
|
||||
- Bare `/ask`, `/code` and `/architect` commands now switch the chat mode.
|
||||
- Increased default size of the repomap.
|
||||
- Increased max chat history tokens limit from 4k to 8k.
|
||||
- Turn off fancy input and watch files if terminal is dumb.
|
||||
- Added support for custom voice format and input device settings.
|
||||
- Disabled Streamlit email prompt, by apaz-cli.
|
||||
- Docker container runs as non-root user.
|
||||
- Fixed lint command handling of nested spaced strings, by Aaron Weisberg.
|
||||
- Added token count feedback when adding command output to chat.
|
||||
- Improved error handling for large audio files with automatic format conversion.
|
||||
- Improved handling of git repo index errors, by Krazer.
|
||||
- Improved unicode handling in console output with ASCII fallback.
|
||||
- Added AssertionError, AttributeError to git error handling.
|
||||
- Aider wrote 60% of the code in this release.
|
||||
|
||||
### Aider v0.70.0
|
||||
|
||||
- Full support for o1 models.
|
||||
- Watch files now honors `--subtree-only`, and only watches that subtree.
|
||||
- Improved prompting for watch files, to work more reliably with more models.
|
||||
- New install methods via uv, including one-liners.
|
||||
- Support for openrouter/deepseek/deepseek-chat model.
|
||||
- Better error handling when interactive commands are attempted via `/load` or `--load`.
|
||||
- Display read-only files with abs path if its shorter than rel path.
|
||||
- Ask 10% of users to opt-in to analytics.
|
||||
- Bugfix for auto-suggest.
|
||||
- Gracefully handle unicode errors in git path names.
|
||||
- Aider wrote 74% of the code in this release.
|
||||
|
||||
### Aider v0.69.1
|
||||
|
||||
- Fix for gemini model names in model metadata.
|
||||
- Show hints about AI! and AI? when user makes AI comments.
|
||||
- Support for running without git installed.
|
||||
- Improved environment variable setup messages on Windows.
|
||||
|
||||
### Aider v0.69.0
|
||||
|
||||
- [Watch files](https://aider.chat/docs/usage/watch.html) improvements:
|
||||
|
||||
@@ -1,13 +1,19 @@
|
||||
# This needs to sync with aider/help_pats.py
|
||||
|
||||
global-exclude .DS_Store
|
||||
|
||||
recursive-exclude aider/website/examples *
|
||||
recursive-exclude aider/website/_posts *
|
||||
|
||||
exclude aider/website/HISTORY.md
|
||||
exclude aider/website/docs/benchmarks*.md
|
||||
exclude aider/website/docs/ctags.md
|
||||
exclude aider/website/docs/unified-diffs.md
|
||||
exclude aider/website/docs/leaderboards/index.md
|
||||
|
||||
exclude aider/website/install.ps1
|
||||
exclude aider/website/install.sh
|
||||
|
||||
recursive-exclude aider/website/docs/leaderboards *
|
||||
recursive-exclude aider/website/assets *
|
||||
recursive-exclude aider/website *.js
|
||||
recursive-exclude aider/website *.html
|
||||
|
||||
34
README.md
34
README.md
@@ -5,9 +5,9 @@
|
||||
|
||||
Aider lets you pair program with LLMs,
|
||||
to edit code in your local git repository.
|
||||
Start a new project or work with an existing git repo.
|
||||
Aider works best with GPT-4o & Claude 3.5 Sonnet and can
|
||||
[connect to almost any LLM](https://aider.chat/docs/llms.html).
|
||||
Start a new project or work with an existing code base.
|
||||
Aider works best with Claude 3.5 Sonnet, DeepSeek V3, o1 & GPT-4o and can [connect to almost any LLM](https://aider.chat/docs/llms.html).
|
||||
|
||||
|
||||
<!-- SCREENCAST START -->
|
||||
<p align="center">
|
||||
@@ -43,20 +43,29 @@ VIDEO END -->
|
||||
cog.out(open("aider/website/_includes/get-started.md").read())
|
||||
]]]-->
|
||||
|
||||
You can get started quickly like this, with python 3.8-3.13:
|
||||
If you already have python 3.8-3.13 installed, you can get started quickly like this:
|
||||
|
||||
```bash
|
||||
python -m pip install aider-install
|
||||
aider-install
|
||||
|
||||
# Change directory into your code base
|
||||
cd /to/your/git/repo
|
||||
cd /to/your/project
|
||||
|
||||
# Work with Claude 3.5 Sonnet on your repo
|
||||
aider --model sonnet --anthropic-api-key your-key-goes-here
|
||||
# Work with DeepSeek via DeepSeek's API
|
||||
aider --model deepseek --api-key deepseek=your-key-goes-here
|
||||
|
||||
# Work with GPT-4o on your repo
|
||||
aider --model gpt-4o --openai-api-key your-key-goes-here
|
||||
# Work with Claude 3.5 Sonnet via Anthropic's API
|
||||
aider --model sonnet --api-key anthropic=your-key-goes-here
|
||||
|
||||
# Work with GPT-4o via OpenAI's API
|
||||
aider --model gpt-4o --api-key openai=your-key-goes-here
|
||||
|
||||
# Work with Sonnet via OpenRouter's API
|
||||
aider --model openrouter/anthropic/claude-3.5-sonnet --api-key openrouter=your-key-goes-here
|
||||
|
||||
# Work with DeepSeek via OpenRouter's API
|
||||
aider --model openrouter/deepseek/deepseek-chat --api-key openrouter=your-key-goes-here
|
||||
```
|
||||
<!--[[[end]]]-->
|
||||
|
||||
@@ -72,21 +81,22 @@ for more details.
|
||||
- Ask for changes:
|
||||
- Add new features or test cases.
|
||||
- Describe a bug.
|
||||
- Paste in an error message or or GitHub issue URL.
|
||||
- Paste in an error message or GitHub issue URL.
|
||||
- Refactor code.
|
||||
- Update docs.
|
||||
- Aider will edit your files to complete your request.
|
||||
- Aider [automatically git commits](https://aider.chat/docs/git.html) changes with a sensible commit message.
|
||||
- [Use aider inside your favorite editor or IDE](https://aider.chat/docs/usage/watch.html).
|
||||
- Aider works with [most popular languages](https://aider.chat/docs/languages.html): python, javascript, typescript, php, html, css, and more...
|
||||
- Aider works best with GPT-4o & Claude 3.5 Sonnet and can [connect to almost any LLM](https://aider.chat/docs/llms.html).
|
||||
- Aider can edit multiple files at once for complex requests.
|
||||
- Aider uses a [map of your entire git repo](https://aider.chat/docs/repomap.html), which helps it work well in larger codebases.
|
||||
- Edit files in your editor while chatting with aider,
|
||||
- Edit files in your editor or IDE while chatting with aider,
|
||||
and it will always use the latest version.
|
||||
Pair program with AI.
|
||||
- [Add images to the chat](https://aider.chat/docs/usage/images-urls.html) (GPT-4o, Claude 3.5 Sonnet, etc).
|
||||
- [Add URLs to the chat](https://aider.chat/docs/usage/images-urls.html) and aider will read their content.
|
||||
- [Code with your voice](https://aider.chat/docs/usage/voice.html).
|
||||
- Aider works best with Claude 3.5 Sonnet, DeepSeek V3, o1 & GPT-4o and can [connect to almost any LLM](https://aider.chat/docs/llms.html).
|
||||
|
||||
|
||||
## Top tier performance
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
from packaging import version
|
||||
|
||||
__version__ = "0.69.2.dev"
|
||||
__version__ = "0.74.2.dev"
|
||||
safe_version = __version__
|
||||
|
||||
try:
|
||||
|
||||
@@ -12,6 +12,46 @@ from aider import __version__
|
||||
from aider.dump import dump # noqa: F401
|
||||
from aider.models import model_info_manager
|
||||
|
||||
PERCENT = 10
|
||||
|
||||
|
||||
def compute_hex_threshold(percent):
|
||||
"""Convert percentage to 6-digit hex threshold.
|
||||
|
||||
Args:
|
||||
percent: Percentage threshold (0-100)
|
||||
|
||||
Returns:
|
||||
str: 6-digit hex threshold
|
||||
"""
|
||||
return format(int(0xFFFFFF * percent / 100), "06x")
|
||||
|
||||
|
||||
def is_uuid_in_percentage(uuid_str, percent):
|
||||
"""Check if a UUID string falls within the first X percent of the UUID space.
|
||||
|
||||
Args:
|
||||
uuid_str: UUID string to test
|
||||
percent: Percentage threshold (0-100)
|
||||
|
||||
Returns:
|
||||
bool: True if UUID falls within the first X percent
|
||||
"""
|
||||
if not (0 <= percent <= 100):
|
||||
raise ValueError("Percentage must be between 0 and 100")
|
||||
|
||||
if not uuid_str:
|
||||
return False
|
||||
|
||||
# Convert percentage to hex threshold (1% = "04...", 10% = "1a...", etc)
|
||||
# Using first 6 hex digits
|
||||
if percent == 0:
|
||||
return False
|
||||
|
||||
threshold = compute_hex_threshold(percent)
|
||||
return uuid_str[:6] <= threshold
|
||||
|
||||
|
||||
mixpanel_project_token = "6da9a43058a5d1b9f3353153921fb04d"
|
||||
posthog_project_api_key = "phc_99T7muzafUMMZX15H8XePbMSreEUzahHbtWjy3l5Qbv"
|
||||
posthog_host = "https://us.i.posthog.com"
|
||||
@@ -84,31 +124,7 @@ class Analytics:
|
||||
if not self.user_id:
|
||||
return False
|
||||
|
||||
PERCENT = 5
|
||||
return self.is_uuid_in_percentage(self.user_id, PERCENT)
|
||||
|
||||
def is_uuid_in_percentage(self, uuid_str, percent):
|
||||
"""Check if a UUID string falls within the first X percent of the UUID space.
|
||||
|
||||
Args:
|
||||
uuid_str: UUID string to test
|
||||
percent: Percentage threshold (0-100)
|
||||
|
||||
Returns:
|
||||
bool: True if UUID falls within the first X percent
|
||||
"""
|
||||
if not (0 <= percent <= 100):
|
||||
raise ValueError("Percentage must be between 0 and 100")
|
||||
|
||||
if not uuid_str:
|
||||
return False
|
||||
|
||||
# Convert percentage to hex threshold (1% = "04...", 10% = "1a...", etc)
|
||||
# Using first 6 hex digits
|
||||
if percent == 0:
|
||||
return False
|
||||
threshold = format(int(0xFFFFFF * percent / 100), "06x")
|
||||
return uuid_str[:6] <= threshold
|
||||
return is_uuid_in_percentage(self.user_id, PERCENT)
|
||||
|
||||
def get_data_file_path(self):
|
||||
try:
|
||||
@@ -228,3 +244,7 @@ class Analytics:
|
||||
f.write("\n")
|
||||
except OSError:
|
||||
pass # Ignore OS errors when writing to logfile
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
dump(compute_hex_threshold(PERCENT))
|
||||
|
||||
@@ -106,7 +106,7 @@ def get_parser(default_config_files, git_root):
|
||||
const=gpt_3_model_name,
|
||||
help=f"Use {gpt_3_model_name} model for the main chat",
|
||||
)
|
||||
deepseek_model = "deepseek/deepseek-coder"
|
||||
deepseek_model = "deepseek/deepseek-chat"
|
||||
group.add_argument(
|
||||
"--deepseek",
|
||||
action="store_const",
|
||||
@@ -203,6 +203,11 @@ def get_parser(default_config_files, git_root):
|
||||
metavar="ALIAS:MODEL",
|
||||
help="Add a model alias (can be used multiple times)",
|
||||
)
|
||||
group.add_argument(
|
||||
"--reasoning-effort",
|
||||
type=str,
|
||||
help="Set the reasoning_effort API parameter (default: not set)",
|
||||
)
|
||||
group.add_argument(
|
||||
"--verify-ssl",
|
||||
action=argparse.BooleanOptionalAction,
|
||||
@@ -211,7 +216,7 @@ def get_parser(default_config_files, git_root):
|
||||
)
|
||||
group.add_argument(
|
||||
"--timeout",
|
||||
type=int,
|
||||
type=float,
|
||||
default=None,
|
||||
help="Timeout in seconds for API calls (default: None)",
|
||||
)
|
||||
@@ -287,7 +292,7 @@ def get_parser(default_config_files, git_root):
|
||||
"--map-tokens",
|
||||
type=int,
|
||||
default=None,
|
||||
help="Suggested number of tokens to use for repo map, use 0 to disable (default: 1024)",
|
||||
help="Suggested number of tokens to use for repo map, use 0 to disable",
|
||||
)
|
||||
group.add_argument(
|
||||
"--map-refresh",
|
||||
@@ -427,7 +432,8 @@ def get_parser(default_config_files, git_root):
|
||||
default="default",
|
||||
help=(
|
||||
"Set the markdown code theme (default: default, other options include monokai,"
|
||||
" solarized-dark, solarized-light)"
|
||||
" solarized-dark, solarized-light, or a Pygments builtin style,"
|
||||
" see https://pygments.org/styles for available themes)"
|
||||
),
|
||||
)
|
||||
group.add_argument(
|
||||
@@ -765,6 +771,12 @@ def get_parser(default_config_files, git_root):
|
||||
default="utf-8",
|
||||
help="Specify the encoding for input and output (default: utf-8)",
|
||||
)
|
||||
group.add_argument(
|
||||
"--line-endings",
|
||||
choices=["platform", "lf", "crlf"],
|
||||
default="platform",
|
||||
help="Line endings to use when writing files (default: platform)",
|
||||
)
|
||||
group.add_argument(
|
||||
"-c",
|
||||
"--config",
|
||||
|
||||
@@ -7,6 +7,8 @@ class AskPrompts(CoderPrompts):
|
||||
main_system = """Act as an expert code analyst.
|
||||
Answer questions about the supplied code.
|
||||
Always reply to the user in {language}.
|
||||
|
||||
Describe code changes however you like. Don't use SEARCH/REPLACE blocks!
|
||||
"""
|
||||
|
||||
example_messages = []
|
||||
|
||||
@@ -27,10 +27,10 @@ from aider.history import ChatSummary
|
||||
from aider.io import ConfirmGroup, InputOutput
|
||||
from aider.linter import Linter
|
||||
from aider.llm import litellm
|
||||
from aider.models import RETRY_TIMEOUT
|
||||
from aider.repo import ANY_GIT_ERROR, GitRepo
|
||||
from aider.repomap import RepoMap
|
||||
from aider.run_cmd import run_cmd
|
||||
from aider.sendchat import RETRY_TIMEOUT, send_completion
|
||||
from aider.utils import format_content, format_messages, format_tokens, is_image_file
|
||||
|
||||
from ..dump import dump # noqa: F401
|
||||
@@ -59,7 +59,8 @@ def wrap_fence(name):
|
||||
|
||||
|
||||
all_fences = [
|
||||
("``" + "`", "``" + "`"),
|
||||
("`" * 3, "`" * 3),
|
||||
("`" * 4, "`" * 4), # LLMs ignore and revert to triple-backtick, causing #2879
|
||||
wrap_fence("source"),
|
||||
wrap_fence("code"),
|
||||
wrap_fence("pre"),
|
||||
@@ -84,7 +85,7 @@ class Coder:
|
||||
max_reflections = 3
|
||||
edit_format = None
|
||||
yield_stream = False
|
||||
temperature = 0
|
||||
temperature = None
|
||||
auto_lint = True
|
||||
auto_test = False
|
||||
test_cmd = None
|
||||
@@ -143,7 +144,13 @@ class Coder:
|
||||
# the system prompt.
|
||||
done_messages = from_coder.done_messages
|
||||
if edit_format != from_coder.edit_format and done_messages and summarize_from_coder:
|
||||
done_messages = from_coder.summarizer.summarize_all(done_messages)
|
||||
try:
|
||||
done_messages = from_coder.summarizer.summarize_all(done_messages)
|
||||
except ValueError:
|
||||
# If summarization fails, keep the original messages and warn the user
|
||||
io.tool_warning(
|
||||
"Chat history summarization failed, continuing with full history"
|
||||
)
|
||||
|
||||
# Bring along context from the old Coder
|
||||
update = dict(
|
||||
@@ -230,10 +237,10 @@ class Coder:
|
||||
if map_tokens > 0:
|
||||
refresh = self.repo_map.refresh
|
||||
lines.append(f"Repo-map: using {map_tokens} tokens, {refresh} refresh")
|
||||
max_map_tokens = 2048
|
||||
max_map_tokens = self.main_model.get_repo_map_tokens() * 2
|
||||
if map_tokens > max_map_tokens:
|
||||
lines.append(
|
||||
f"Warning: map-tokens > {max_map_tokens} is not recommended as too much"
|
||||
f"Warning: map-tokens > {max_map_tokens} is not recommended. Too much"
|
||||
" irrelevant code can confuse LLMs."
|
||||
)
|
||||
else:
|
||||
@@ -245,6 +252,10 @@ class Coder:
|
||||
for fname in self.get_inchat_relative_files():
|
||||
lines.append(f"Added {fname} to the chat.")
|
||||
|
||||
for fname in self.abs_read_only_fnames:
|
||||
rel_fname = self.get_rel_fname(fname)
|
||||
lines.append(f"Added {rel_fname} to the chat (read-only).")
|
||||
|
||||
if self.done_messages:
|
||||
lines.append("Restored previous conversation history.")
|
||||
|
||||
@@ -348,7 +359,6 @@ class Coder:
|
||||
self.done_messages = []
|
||||
|
||||
self.io = io
|
||||
self.stream = stream
|
||||
|
||||
self.shell_commands = []
|
||||
|
||||
@@ -363,6 +373,8 @@ class Coder:
|
||||
|
||||
self.main_model = main_model
|
||||
|
||||
self.stream = stream and main_model.streaming
|
||||
|
||||
if cache_prompts and self.main_model.cache_control:
|
||||
self.add_cache_headers = True
|
||||
|
||||
@@ -453,6 +465,7 @@ class Coder:
|
||||
|
||||
self.summarizer_thread = None
|
||||
self.summarized_done_messages = []
|
||||
self.summarizing_messages = None
|
||||
|
||||
if not self.done_messages and restore_chat_history:
|
||||
history_md = self.io.read_text(self.io.chat_history_file)
|
||||
@@ -519,7 +532,7 @@ class Coder:
|
||||
return False
|
||||
|
||||
# only show pretty output if fences are the normal triple-backtick
|
||||
if self.fence != self.fences[0]:
|
||||
if self.fence[0][0] != "`":
|
||||
return False
|
||||
|
||||
return True
|
||||
@@ -613,9 +626,19 @@ class Coder:
|
||||
def get_ident_filename_matches(self, idents):
|
||||
all_fnames = defaultdict(set)
|
||||
for fname in self.get_all_relative_files():
|
||||
base = Path(fname).with_suffix("").name.lower()
|
||||
if len(base) >= 5:
|
||||
all_fnames[base].add(fname)
|
||||
# Skip empty paths or just '.'
|
||||
if not fname or fname == ".":
|
||||
continue
|
||||
|
||||
try:
|
||||
# Handle dotfiles properly
|
||||
path = Path(fname)
|
||||
base = path.stem.lower() # Use stem instead of with_suffix("").name
|
||||
if len(base) >= 5:
|
||||
all_fnames[base].add(fname)
|
||||
except ValueError:
|
||||
# Skip paths that can't be processed
|
||||
continue
|
||||
|
||||
matches = set()
|
||||
for ident in idents:
|
||||
@@ -926,8 +949,9 @@ class Coder:
|
||||
self.summarizer_thread.start()
|
||||
|
||||
def summarize_worker(self):
|
||||
self.summarizing_messages = list(self.done_messages)
|
||||
try:
|
||||
self.summarized_done_messages = self.summarizer.summarize(self.done_messages)
|
||||
self.summarized_done_messages = self.summarizer.summarize(self.summarizing_messages)
|
||||
except ValueError as err:
|
||||
self.io.tool_warning(err.args[0])
|
||||
|
||||
@@ -941,7 +965,9 @@ class Coder:
|
||||
self.summarizer_thread.join()
|
||||
self.summarizer_thread = None
|
||||
|
||||
self.done_messages = self.summarized_done_messages
|
||||
if self.summarizing_messages == self.done_messages:
|
||||
self.done_messages = self.summarized_done_messages
|
||||
self.summarizing_messages = None
|
||||
self.summarized_done_messages = []
|
||||
|
||||
def move_back_cur_messages(self, message):
|
||||
@@ -1035,14 +1061,26 @@ class Coder:
|
||||
else:
|
||||
language = "the same language they are using"
|
||||
|
||||
if self.fence[0] == "`" * 4:
|
||||
quad_backtick_reminder = (
|
||||
"\nIMPORTANT: Use *quadruple* backticks ```` as fences, not triple backticks!\n"
|
||||
)
|
||||
else:
|
||||
quad_backtick_reminder = ""
|
||||
|
||||
prompt = prompt.format(
|
||||
fence=self.fence,
|
||||
quad_backtick_reminder=quad_backtick_reminder,
|
||||
lazy_prompt=lazy_prompt,
|
||||
platform=platform_text,
|
||||
shell_cmd_prompt=shell_cmd_prompt,
|
||||
shell_cmd_reminder=shell_cmd_reminder,
|
||||
language=language,
|
||||
)
|
||||
|
||||
if self.main_model.system_prompt_prefix:
|
||||
prompt = self.main_model.system_prompt_prefix + prompt
|
||||
|
||||
return prompt
|
||||
|
||||
def format_chat_chunks(self):
|
||||
@@ -1210,6 +1248,29 @@ class Coder:
|
||||
|
||||
return chunks
|
||||
|
||||
def check_tokens(self, messages):
|
||||
"""Check if the messages will fit within the model's token limits."""
|
||||
input_tokens = self.main_model.token_count(messages)
|
||||
max_input_tokens = self.main_model.info.get("max_input_tokens") or 0
|
||||
|
||||
if max_input_tokens and input_tokens >= max_input_tokens:
|
||||
self.io.tool_error(
|
||||
f"Your estimated chat context of {input_tokens:,} tokens exceeds the"
|
||||
f" {max_input_tokens:,} token limit for {self.main_model.name}!"
|
||||
)
|
||||
self.io.tool_output("To reduce the chat context:")
|
||||
self.io.tool_output("- Use /drop to remove unneeded files from the chat")
|
||||
self.io.tool_output("- Use /clear to clear the chat history")
|
||||
self.io.tool_output("- Break your code into smaller files")
|
||||
self.io.tool_output(
|
||||
"It's probably safe to try and send the request, most providers won't charge if"
|
||||
" the context limit is exceeded."
|
||||
)
|
||||
|
||||
if not self.io.confirm_ask("Try to proceed anyway?"):
|
||||
return False
|
||||
return True
|
||||
|
||||
def send_message(self, inp):
|
||||
self.event("message_send_starting")
|
||||
|
||||
@@ -1219,6 +1280,8 @@ class Coder:
|
||||
|
||||
chunks = self.format_messages()
|
||||
messages = chunks.all_messages()
|
||||
if not self.check_tokens(messages):
|
||||
return
|
||||
self.warm_cache(chunks)
|
||||
|
||||
if self.verbose:
|
||||
@@ -1279,7 +1342,7 @@ class Coder:
|
||||
exhausted = True
|
||||
break
|
||||
|
||||
self.multi_response_content = self.get_multi_response_content()
|
||||
self.multi_response_content = self.get_multi_response_content_in_progress()
|
||||
|
||||
if messages[-1]["role"] == "assistant":
|
||||
messages[-1]["content"] = self.multi_response_content
|
||||
@@ -1299,14 +1362,27 @@ class Coder:
|
||||
self.live_incremental_response(True)
|
||||
self.mdstream = None
|
||||
|
||||
self.partial_response_content = self.get_multi_response_content(True)
|
||||
self.partial_response_content = self.get_multi_response_content_in_progress(True)
|
||||
self.partial_response_content = self.main_model.remove_reasoning_content(
|
||||
self.partial_response_content
|
||||
)
|
||||
self.multi_response_content = ""
|
||||
|
||||
self.io.tool_output()
|
||||
|
||||
self.show_usage_report()
|
||||
|
||||
self.add_assistant_reply_to_cur_messages()
|
||||
|
||||
if exhausted:
|
||||
if self.cur_messages and self.cur_messages[-1]["role"] == "user":
|
||||
self.cur_messages += [
|
||||
dict(
|
||||
role="assistant",
|
||||
content="FinishReasonLength exception: you sent too many tokens",
|
||||
),
|
||||
]
|
||||
|
||||
self.show_exhausted_error()
|
||||
self.num_exhausted_context_windows += 1
|
||||
return
|
||||
@@ -1337,14 +1413,17 @@ class Coder:
|
||||
interrupted = True
|
||||
|
||||
if interrupted:
|
||||
content += "\n^C KeyboardInterrupt"
|
||||
self.cur_messages += [dict(role="assistant", content=content)]
|
||||
if self.cur_messages and self.cur_messages[-1]["role"] == "user":
|
||||
self.cur_messages[-1]["content"] += "\n^C KeyboardInterrupt"
|
||||
else:
|
||||
self.cur_messages += [dict(role="user", content="^C KeyboardInterrupt")]
|
||||
self.cur_messages += [
|
||||
dict(role="assistant", content="I see that you interrupted my previous reply.")
|
||||
]
|
||||
return
|
||||
|
||||
edited = self.apply_updates()
|
||||
|
||||
self.update_cur_messages()
|
||||
|
||||
if edited:
|
||||
self.aider_edited_files.update(edited)
|
||||
saved_message = self.auto_commit(edited)
|
||||
@@ -1365,7 +1444,6 @@ class Coder:
|
||||
ok = self.io.confirm_ask("Attempt to fix lint errors?")
|
||||
if ok:
|
||||
self.reflected_message = lint_errors
|
||||
self.update_cur_messages()
|
||||
return
|
||||
|
||||
shared_output = self.run_shell_commands()
|
||||
@@ -1382,7 +1460,6 @@ class Coder:
|
||||
ok = self.io.confirm_ask("Attempt to fix test errors?")
|
||||
if ok:
|
||||
self.reflected_message = test_errors
|
||||
self.update_cur_messages()
|
||||
return
|
||||
|
||||
def reply_completed(self):
|
||||
@@ -1458,7 +1535,7 @@ class Coder:
|
||||
|
||||
return res
|
||||
|
||||
def update_cur_messages(self):
|
||||
def add_assistant_reply_to_cur_messages(self):
|
||||
if self.partial_response_content:
|
||||
self.cur_messages += [dict(role="assistant", content=self.partial_response_content)]
|
||||
if self.partial_response_function_call:
|
||||
@@ -1524,7 +1601,9 @@ class Coder:
|
||||
added_fnames = []
|
||||
group = ConfirmGroup(new_mentions)
|
||||
for rel_fname in sorted(new_mentions):
|
||||
if self.io.confirm_ask(f"Add {rel_fname} to the chat?", group=group, allow_never=True):
|
||||
if self.io.confirm_ask(
|
||||
"Add file to the chat?", subject=rel_fname, group=group, allow_never=True
|
||||
):
|
||||
self.add_rel_fname(rel_fname)
|
||||
added_fnames.append(rel_fname)
|
||||
else:
|
||||
@@ -1542,20 +1621,13 @@ class Coder:
|
||||
|
||||
self.io.log_llm_history("TO LLM", format_messages(messages))
|
||||
|
||||
if self.main_model.use_temperature:
|
||||
temp = self.temperature
|
||||
else:
|
||||
temp = None
|
||||
|
||||
completion = None
|
||||
try:
|
||||
hash_object, completion = send_completion(
|
||||
model.name,
|
||||
hash_object, completion = model.send_completion(
|
||||
messages,
|
||||
functions,
|
||||
self.stream,
|
||||
temp,
|
||||
extra_params=model.extra_params,
|
||||
self.temperature,
|
||||
)
|
||||
self.chat_completion_call_hashes.append(hash_object.hexdigest())
|
||||
|
||||
@@ -1682,7 +1754,7 @@ class Coder:
|
||||
self.mdstream.update(show_resp, final=final)
|
||||
|
||||
def render_incremental_response(self, final):
|
||||
return self.get_multi_response_content()
|
||||
return self.get_multi_response_content_in_progress()
|
||||
|
||||
def calculate_and_show_tokens_and_cost(self, messages, completion=None):
|
||||
prompt_tokens = 0
|
||||
@@ -1805,12 +1877,13 @@ class Coder:
|
||||
self.message_tokens_sent = 0
|
||||
self.message_tokens_received = 0
|
||||
|
||||
def get_multi_response_content(self, final=False):
|
||||
def get_multi_response_content_in_progress(self, final=False):
|
||||
cur = self.multi_response_content or ""
|
||||
new = self.partial_response_content or ""
|
||||
|
||||
if new.rstrip() != new and not final:
|
||||
new = new.rstrip()
|
||||
|
||||
return cur + new
|
||||
|
||||
def get_rel_fname(self, fname):
|
||||
|
||||
@@ -401,6 +401,9 @@ missing_filename_err = (
|
||||
" {fence[0]}"
|
||||
)
|
||||
|
||||
# Always be willing to treat triple-backticks as a fence when searching for filenames
|
||||
triple_backticks = "`" * 3
|
||||
|
||||
|
||||
def strip_filename(filename, fence):
|
||||
filename = filename.strip()
|
||||
@@ -409,7 +412,7 @@ def strip_filename(filename, fence):
|
||||
return
|
||||
|
||||
start_fence = fence[0]
|
||||
if filename.startswith(start_fence):
|
||||
if filename.startswith(start_fence) or filename.startswith(triple_backticks):
|
||||
return
|
||||
|
||||
filename = filename.rstrip(":")
|
||||
@@ -546,7 +549,7 @@ def find_filename(lines, fence, valid_fnames):
|
||||
filenames.append(filename)
|
||||
|
||||
# Only continue as long as we keep seeing fences
|
||||
if not line.startswith(fence[0]):
|
||||
if not line.startswith(fence[0]) and not line.startswith(triple_backticks):
|
||||
break
|
||||
|
||||
if not filenames:
|
||||
|
||||
@@ -157,7 +157,7 @@ Every *SEARCH/REPLACE block* must use this format:
|
||||
8. The closing fence: {fence[1]}
|
||||
|
||||
Use the *FULL* file path, as shown to you by the user.
|
||||
|
||||
{quad_backtick_reminder}
|
||||
Every *SEARCH* section must *EXACTLY MATCH* the existing file content, character for character, including all comments, docstrings, etc.
|
||||
If the file contains code or other data wrapped/escaped in json/xml/quotes or other containers, you need to propose edits to the literal contents of the file, including the container markup.
|
||||
|
||||
@@ -183,6 +183,9 @@ If you want to put code in a new file, use a *SEARCH/REPLACE block* with:
|
||||
|
||||
To rename files which have been added to the chat, use shell commands at the end of your response.
|
||||
|
||||
If the user just says something like "ok" or "go ahead" or "do that" they probably want you to make SEARCH/REPLACE blocks for the code changes you just proposed.
|
||||
The user will say when they've applied your edits. If they haven't explicitly confirmed the edits have been applied, they probably want proper SEARCH/REPLACE blocks.
|
||||
|
||||
{lazy_prompt}
|
||||
ONLY EVER RETURN CODE IN A *SEARCH/REPLACE BLOCK*!
|
||||
{shell_cmd_reminder}
|
||||
|
||||
@@ -38,7 +38,7 @@ class SingleWholeFileFunctionCoder(Coder):
|
||||
self.gpt_prompts = SingleWholeFileFunctionPrompts()
|
||||
super().__init__(*args, **kwargs)
|
||||
|
||||
def update_cur_messages(self, edited):
|
||||
def add_assistant_reply_to_cur_messages(self, edited):
|
||||
if edited:
|
||||
self.cur_messages += [
|
||||
dict(role="assistant", content=self.gpt_prompts.redacted_edit_message)
|
||||
|
||||
@@ -17,10 +17,10 @@ class WholeFileCoder(Coder):
|
||||
try:
|
||||
return self.get_edits(mode="diff")
|
||||
except ValueError:
|
||||
return self.get_multi_response_content()
|
||||
return self.get_multi_response_content_in_progress()
|
||||
|
||||
def get_edits(self, mode="update"):
|
||||
content = self.get_multi_response_content()
|
||||
content = self.get_multi_response_content_in_progress()
|
||||
|
||||
chat_files = self.get_inchat_relative_files()
|
||||
|
||||
|
||||
@@ -49,7 +49,7 @@ class WholeFileFunctionCoder(Coder):
|
||||
self.gpt_prompts = WholeFileFunctionPrompts()
|
||||
super().__init__(*args, **kwargs)
|
||||
|
||||
def update_cur_messages(self, edited):
|
||||
def add_assistant_reply_to_cur_messages(self, edited):
|
||||
if edited:
|
||||
self.cur_messages += [
|
||||
dict(role="assistant", content=self.gpt_prompts.redacted_edit_message)
|
||||
|
||||
@@ -52,6 +52,8 @@ class Commands:
|
||||
io,
|
||||
coder,
|
||||
voice_language=None,
|
||||
voice_input_device=None,
|
||||
voice_format=None,
|
||||
verify_ssl=True,
|
||||
args=None,
|
||||
parser=None,
|
||||
@@ -69,6 +71,8 @@ class Commands:
|
||||
voice_language = None
|
||||
|
||||
self.voice_language = voice_language
|
||||
self.voice_format = voice_format
|
||||
self.voice_input_device = voice_input_device
|
||||
|
||||
self.help = None
|
||||
self.editor = editor
|
||||
@@ -77,7 +81,7 @@ class Commands:
|
||||
"Switch to a new LLM"
|
||||
|
||||
model_name = args.strip()
|
||||
model = models.Model(model_name)
|
||||
model = models.Model(model_name, weak_model=self.coder.main_model.weak_model.name)
|
||||
models.sanity_check_models(self.io, model)
|
||||
raise SwitchCoder(main_model=model)
|
||||
|
||||
@@ -752,6 +756,7 @@ class Commands:
|
||||
|
||||
if self.io.confirm_ask(f"No files matched '{word}'. Do you want to create {fname}?"):
|
||||
try:
|
||||
fname.parent.mkdir(parents=True, exist_ok=True)
|
||||
fname.touch()
|
||||
all_matched_files.add(str(fname))
|
||||
except OSError as e:
|
||||
@@ -914,10 +919,14 @@ class Commands:
|
||||
if combined_output is None:
|
||||
return
|
||||
|
||||
# Calculate token count of output
|
||||
token_count = self.coder.main_model.token_count(combined_output)
|
||||
k_tokens = token_count / 1000
|
||||
|
||||
if add_on_nonzero_exit:
|
||||
add = exit_status != 0
|
||||
else:
|
||||
add = self.io.confirm_ask("Add command output to the chat?")
|
||||
add = self.io.confirm_ask(f"Add {k_tokens:.1f}k tokens of command output to the chat?")
|
||||
|
||||
if add:
|
||||
num_lines = len(combined_output.strip().splitlines())
|
||||
@@ -935,7 +944,7 @@ class Commands:
|
||||
]
|
||||
|
||||
if add and exit_status != 0:
|
||||
self.io.placeholder = "Fix that"
|
||||
self.io.placeholder = "What's wrong? Fix"
|
||||
|
||||
def cmd_exit(self, args):
|
||||
"Exit the application"
|
||||
@@ -1009,7 +1018,7 @@ class Commands:
|
||||
return
|
||||
|
||||
self.coder.event("interactive help")
|
||||
from aider.coders import Coder
|
||||
from aider.coders.base_coder import Coder
|
||||
|
||||
if not self.help:
|
||||
res = install_help_extra(self.io)
|
||||
@@ -1053,23 +1062,23 @@ class Commands:
|
||||
)
|
||||
|
||||
def cmd_ask(self, args):
|
||||
"Ask questions about the code base without editing any files"
|
||||
"""Ask questions about the code base without editing any files. If no prompt provided, switches to ask mode.""" # noqa
|
||||
return self._generic_chat_command(args, "ask")
|
||||
|
||||
def cmd_code(self, args):
|
||||
"Ask for changes to your code"
|
||||
"""Ask for changes to your code. If no prompt provided, switches to code mode.""" # noqa
|
||||
return self._generic_chat_command(args, self.coder.main_model.edit_format)
|
||||
|
||||
def cmd_architect(self, args):
|
||||
"Enter architect mode to discuss high-level design and architecture"
|
||||
"""Enter architect/editor mode using 2 different models. If no prompt provided, switches to architect/editor mode.""" # noqa
|
||||
return self._generic_chat_command(args, "architect")
|
||||
|
||||
def _generic_chat_command(self, args, edit_format):
|
||||
if not args.strip():
|
||||
self.io.tool_error(f"Please provide a question or topic for the {edit_format} chat.")
|
||||
return
|
||||
# Switch to the corresponding chat mode if no args provided
|
||||
return self.cmd_chat_mode(edit_format)
|
||||
|
||||
from aider.coders import Coder
|
||||
from aider.coders.base_coder import Coder
|
||||
|
||||
coder = Coder.create(
|
||||
io=self.io,
|
||||
@@ -1117,7 +1126,7 @@ class Commands:
|
||||
return
|
||||
try:
|
||||
self.voice = voice.Voice(
|
||||
audio_format=self.args.voice_format, device_name=self.args.voice_input_device
|
||||
audio_format=self.voice_format or "wav", device_name=self.voice_input_device
|
||||
)
|
||||
except voice.SoundDeviceError:
|
||||
self.io.tool_error(
|
||||
@@ -1309,7 +1318,12 @@ class Commands:
|
||||
continue
|
||||
|
||||
self.io.tool_output(f"\nExecuting: {cmd}")
|
||||
self.run(cmd)
|
||||
try:
|
||||
self.run(cmd)
|
||||
except SwitchCoder:
|
||||
self.io.tool_error(
|
||||
f"Command '{cmd}' is only supported in interactive mode, skipping."
|
||||
)
|
||||
|
||||
def completions_raw_save(self, document, complete_event):
|
||||
return self.completions_raw_read_only(document, complete_event)
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
from dataclasses import dataclass
|
||||
|
||||
from aider.dump import dump # noqa: F401
|
||||
|
||||
|
||||
@dataclass
|
||||
class ExInfo:
|
||||
@@ -50,6 +52,7 @@ EXCEPTIONS = [
|
||||
|
||||
class LiteLLMExceptions:
|
||||
exceptions = dict()
|
||||
exception_info = {exi.name: exi for exi in EXCEPTIONS}
|
||||
|
||||
def __init__(self):
|
||||
self._load()
|
||||
@@ -58,20 +61,13 @@ class LiteLLMExceptions:
|
||||
import litellm
|
||||
|
||||
for var in dir(litellm):
|
||||
if not var.endswith("Error"):
|
||||
continue
|
||||
|
||||
ex_info = None
|
||||
for exi in EXCEPTIONS:
|
||||
if var == exi.name:
|
||||
ex_info = exi
|
||||
break
|
||||
|
||||
if strict and not ex_info:
|
||||
raise ValueError(f"{var} is in litellm but not in aider's exceptions list")
|
||||
if var.endswith("Error"):
|
||||
if var not in self.exception_info:
|
||||
raise ValueError(f"{var} is in litellm but not in aider's exceptions list")
|
||||
|
||||
for var in self.exception_info:
|
||||
ex = getattr(litellm, var)
|
||||
self.exceptions[ex] = ex_info
|
||||
self.exceptions[ex] = self.exception_info[var]
|
||||
|
||||
def exceptions_tuple(self):
|
||||
return tuple(self.exceptions)
|
||||
|
||||
@@ -2,7 +2,6 @@ import argparse
|
||||
|
||||
from aider import models, prompts
|
||||
from aider.dump import dump # noqa: F401
|
||||
from aider.sendchat import simple_send_with_retries
|
||||
|
||||
|
||||
class ChatSummary:
|
||||
@@ -26,6 +25,12 @@ class ChatSummary:
|
||||
return sized
|
||||
|
||||
def summarize(self, messages, depth=0):
|
||||
messages = self.summarize_real(messages)
|
||||
if messages and messages[-1]["role"] != "assistant":
|
||||
messages.append(dict(role="assistant", content="Ok."))
|
||||
return messages
|
||||
|
||||
def summarize_real(self, messages, depth=0):
|
||||
if not self.models:
|
||||
raise ValueError("No models available for summarization")
|
||||
|
||||
@@ -88,7 +93,7 @@ class ChatSummary:
|
||||
if summary_tokens + tail_tokens < self.max_tokens:
|
||||
return result
|
||||
|
||||
return self.summarize(result, depth + 1)
|
||||
return self.summarize_real(result, depth + 1)
|
||||
|
||||
def summarize_all(self, messages):
|
||||
content = ""
|
||||
@@ -108,7 +113,7 @@ class ChatSummary:
|
||||
|
||||
for model in self.models:
|
||||
try:
|
||||
summary = simple_send_with_retries(model, summarize_messages)
|
||||
summary = model.simple_send_with_retries(summarize_messages)
|
||||
if summary is not None:
|
||||
summary = prompts.summary_prefix + summary
|
||||
return [dict(role="user", content=summary)]
|
||||
|
||||
110
aider/io.py
110
aider/io.py
@@ -1,4 +1,5 @@
|
||||
import base64
|
||||
import functools
|
||||
import os
|
||||
import signal
|
||||
import time
|
||||
@@ -17,6 +18,7 @@ from prompt_toolkit.history import FileHistory
|
||||
from prompt_toolkit.key_binding import KeyBindings
|
||||
from prompt_toolkit.keys import Keys
|
||||
from prompt_toolkit.lexers import PygmentsLexer
|
||||
from prompt_toolkit.output.vt100 import is_dumb_terminal
|
||||
from prompt_toolkit.shortcuts import CompleteStyle, PromptSession
|
||||
from prompt_toolkit.styles import Style
|
||||
from pygments.lexers import MarkdownLexer, guess_lexer_for_filename
|
||||
@@ -33,6 +35,23 @@ from .dump import dump # noqa: F401
|
||||
from .utils import is_image_file
|
||||
|
||||
|
||||
def restore_multiline(func):
|
||||
"""Decorator to restore multiline mode after function execution"""
|
||||
|
||||
@functools.wraps(func)
|
||||
def wrapper(self, *args, **kwargs):
|
||||
orig_multiline = self.multiline_mode
|
||||
self.multiline_mode = False
|
||||
try:
|
||||
return func(self, *args, **kwargs)
|
||||
except Exception:
|
||||
raise
|
||||
finally:
|
||||
self.multiline_mode = orig_multiline
|
||||
|
||||
return wrapper
|
||||
|
||||
|
||||
@dataclass
|
||||
class ConfirmGroup:
|
||||
preference: str = None
|
||||
@@ -197,12 +216,14 @@ class InputOutput:
|
||||
completion_menu_current_bg_color=None,
|
||||
code_theme="default",
|
||||
encoding="utf-8",
|
||||
line_endings="platform",
|
||||
dry_run=False,
|
||||
llm_history_file=None,
|
||||
editingmode=EditingMode.EMACS,
|
||||
fancy_input=True,
|
||||
file_watcher=None,
|
||||
multiline_mode=False,
|
||||
root=".",
|
||||
):
|
||||
self.placeholder = None
|
||||
self.interrupted = False
|
||||
@@ -242,14 +263,29 @@ class InputOutput:
|
||||
self.chat_history_file = None
|
||||
|
||||
self.encoding = encoding
|
||||
valid_line_endings = {"platform", "lf", "crlf"}
|
||||
if line_endings not in valid_line_endings:
|
||||
raise ValueError(
|
||||
f"Invalid line_endings value: {line_endings}. "
|
||||
f"Must be one of: {', '.join(valid_line_endings)}"
|
||||
)
|
||||
self.newline = (
|
||||
None if line_endings == "platform" else "\n" if line_endings == "lf" else "\r\n"
|
||||
)
|
||||
self.dry_run = dry_run
|
||||
|
||||
current_time = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
|
||||
self.append_chat_history(f"\n# aider chat started at {current_time}\n\n")
|
||||
|
||||
self.prompt_session = None
|
||||
self.is_dumb_terminal = is_dumb_terminal()
|
||||
|
||||
if self.is_dumb_terminal:
|
||||
self.pretty = False
|
||||
fancy_input = False
|
||||
|
||||
if fancy_input:
|
||||
# Initialize PromptSession
|
||||
# Initialize PromptSession only if we have a capable terminal
|
||||
session_kwargs = {
|
||||
"input": self.input,
|
||||
"output": self.output,
|
||||
@@ -268,8 +304,11 @@ class InputOutput:
|
||||
self.tool_error(f"Can't initialize prompt toolkit: {err}") # non-pretty
|
||||
else:
|
||||
self.console = Console(force_terminal=False, no_color=True) # non-pretty
|
||||
if self.is_dumb_terminal:
|
||||
self.tool_output("Detected dumb terminal, disabling fancy input and pretty output.")
|
||||
|
||||
self.file_watcher = file_watcher
|
||||
self.root = root
|
||||
|
||||
def _get_style(self):
|
||||
style_dict = {}
|
||||
@@ -331,10 +370,6 @@ class InputOutput:
|
||||
try:
|
||||
with open(str(filename), "r", encoding=self.encoding) as f:
|
||||
return f.read()
|
||||
except OSError as err:
|
||||
if not silent:
|
||||
self.tool_error(f"{filename}: unable to read: {err}")
|
||||
return
|
||||
except FileNotFoundError:
|
||||
if not silent:
|
||||
self.tool_error(f"{filename}: file not found error")
|
||||
@@ -343,6 +378,10 @@ class InputOutput:
|
||||
if not silent:
|
||||
self.tool_error(f"{filename}: is a directory")
|
||||
return
|
||||
except OSError as err:
|
||||
if not silent:
|
||||
self.tool_error(f"{filename}: unable to read: {err}")
|
||||
return
|
||||
except UnicodeError as e:
|
||||
if not silent:
|
||||
self.tool_error(f"{filename}: {e}")
|
||||
@@ -364,7 +403,7 @@ class InputOutput:
|
||||
delay = initial_delay
|
||||
for attempt in range(max_retries):
|
||||
try:
|
||||
with open(str(filename), "w", encoding=self.encoding) as f:
|
||||
with open(str(filename), "w", encoding=self.encoding, newline=self.newline) as f:
|
||||
f.write(content)
|
||||
return # Successfully wrote the file
|
||||
except PermissionError as err:
|
||||
@@ -497,6 +536,9 @@ class InputOutput:
|
||||
if self.clipboard_watcher:
|
||||
self.clipboard_watcher.start()
|
||||
|
||||
def get_continuation(width, line_number, is_soft_wrap):
|
||||
return ". "
|
||||
|
||||
line = self.prompt_session.prompt(
|
||||
show,
|
||||
default=default,
|
||||
@@ -505,6 +547,8 @@ class InputOutput:
|
||||
complete_style=CompleteStyle.MULTI_COLUMN,
|
||||
style=style,
|
||||
key_bindings=kb,
|
||||
complete_while_typing=True,
|
||||
prompt_continuation=get_continuation,
|
||||
)
|
||||
else:
|
||||
line = input(show)
|
||||
@@ -640,6 +684,7 @@ class InputOutput:
|
||||
return True
|
||||
return False
|
||||
|
||||
@restore_multiline
|
||||
def confirm_ask(
|
||||
self,
|
||||
question,
|
||||
@@ -649,9 +694,6 @@ class InputOutput:
|
||||
group=None,
|
||||
allow_never=False,
|
||||
):
|
||||
# Temporarily disable multiline mode for yes/no prompts
|
||||
orig_multiline = self.multiline_mode
|
||||
self.multiline_mode = False
|
||||
self.num_user_asks += 1
|
||||
|
||||
question_id = (question, subject)
|
||||
@@ -664,19 +706,22 @@ class InputOutput:
|
||||
if group:
|
||||
allow_never = True
|
||||
|
||||
valid_responses = ["yes", "no"]
|
||||
valid_responses = ["yes", "no", "skip", "all"]
|
||||
options = " (Y)es/(N)o"
|
||||
if group:
|
||||
if not explicit_yes_required:
|
||||
options += "/(A)ll"
|
||||
valid_responses.append("all")
|
||||
options += "/(S)kip all"
|
||||
valid_responses.append("skip")
|
||||
if allow_never:
|
||||
options += "/(D)on't ask again"
|
||||
valid_responses.append("don't")
|
||||
|
||||
question += options + " [Yes]: "
|
||||
if default.lower().startswith("y"):
|
||||
question += options + " [Yes]: "
|
||||
elif default.lower().startswith("n"):
|
||||
question += options + " [No]: "
|
||||
else:
|
||||
question += options + f" [{default}]: "
|
||||
|
||||
if subject:
|
||||
self.tool_output()
|
||||
@@ -715,7 +760,7 @@ class InputOutput:
|
||||
res = input(question)
|
||||
|
||||
if not res:
|
||||
res = "y" # Default to Yes if no input
|
||||
res = default
|
||||
break
|
||||
res = res.lower()
|
||||
good = any(valid_response.startswith(res) for valid_response in valid_responses)
|
||||
@@ -750,15 +795,10 @@ class InputOutput:
|
||||
hist = f"{question.strip()} {res}"
|
||||
self.append_chat_history(hist, linebreak=True, blockquote=True)
|
||||
|
||||
# Restore original multiline mode
|
||||
self.multiline_mode = orig_multiline
|
||||
|
||||
return is_yes
|
||||
|
||||
@restore_multiline
|
||||
def prompt_ask(self, question, default="", subject=None):
|
||||
# Temporarily disable multiline mode for prompts
|
||||
orig_multiline = self.multiline_mode
|
||||
self.multiline_mode = False
|
||||
self.num_user_asks += 1
|
||||
|
||||
if subject:
|
||||
@@ -773,7 +813,12 @@ class InputOutput:
|
||||
res = "no"
|
||||
else:
|
||||
if self.prompt_session:
|
||||
res = self.prompt_session.prompt(question + " ", default=default, style=style)
|
||||
res = self.prompt_session.prompt(
|
||||
question + " ",
|
||||
default=default,
|
||||
style=style,
|
||||
complete_while_typing=True,
|
||||
)
|
||||
else:
|
||||
res = input(question + " ")
|
||||
|
||||
@@ -782,9 +827,6 @@ class InputOutput:
|
||||
if self.yes in (True, False):
|
||||
self.tool_output(hist)
|
||||
|
||||
# Restore original multiline mode
|
||||
self.multiline_mode = orig_multiline
|
||||
|
||||
return res
|
||||
|
||||
def _tool_message(self, message="", strip=True, color=None):
|
||||
@@ -796,9 +838,17 @@ class InputOutput:
|
||||
hist = message.strip() if strip else message
|
||||
self.append_chat_history(hist, linebreak=True, blockquote=True)
|
||||
|
||||
message = Text(message)
|
||||
if not isinstance(message, Text):
|
||||
message = Text(message)
|
||||
style = dict(style=color) if self.pretty and color else dict()
|
||||
self.console.print(message, **style)
|
||||
try:
|
||||
self.console.print(message, **style)
|
||||
except UnicodeEncodeError:
|
||||
# Fallback to ASCII-safe output
|
||||
if isinstance(message, Text):
|
||||
message = message.plain
|
||||
message = str(message).encode("ascii", errors="replace").decode("ascii")
|
||||
self.console.print(message, **style)
|
||||
|
||||
def tool_error(self, message="", strip=True):
|
||||
self.num_error_outputs += 1
|
||||
@@ -907,7 +957,13 @@ class InputOutput:
|
||||
editable_files = [f for f in sorted(rel_fnames) if f not in rel_read_only_fnames]
|
||||
|
||||
if read_only_files:
|
||||
files_with_label = ["Readonly:"] + read_only_files
|
||||
# Use shorter of abs/rel paths for readonly files
|
||||
ro_paths = []
|
||||
for rel_path in read_only_files:
|
||||
abs_path = os.path.abspath(os.path.join(self.root, rel_path))
|
||||
ro_paths.append(abs_path if len(abs_path) < len(rel_path) else rel_path)
|
||||
|
||||
files_with_label = ["Readonly:"] + ro_paths
|
||||
read_only_output = StringIO()
|
||||
Console(file=read_only_output, force_terminal=False).print(Columns(files_with_label))
|
||||
read_only_lines = read_only_output.getvalue().splitlines()
|
||||
|
||||
@@ -11,6 +11,7 @@ from grep_ast import TreeContext, filename_to_lang
|
||||
from tree_sitter_languages import get_parser # noqa: E402
|
||||
|
||||
from aider.dump import dump # noqa: F401
|
||||
from aider.run_cmd import run_cmd_subprocess # noqa: F401
|
||||
|
||||
# tree_sitter is throwing a FutureWarning
|
||||
warnings.simplefilter("ignore", category=FutureWarning)
|
||||
@@ -44,26 +45,22 @@ class Linter:
|
||||
|
||||
def run_cmd(self, cmd, rel_fname, code):
|
||||
cmd += " " + rel_fname
|
||||
cmd = cmd.split()
|
||||
|
||||
returncode = 0
|
||||
stdout = ""
|
||||
try:
|
||||
process = subprocess.Popen(
|
||||
returncode, stdout = run_cmd_subprocess(
|
||||
cmd,
|
||||
stdout=subprocess.PIPE,
|
||||
stderr=subprocess.STDOUT,
|
||||
encoding=self.encoding,
|
||||
errors="replace",
|
||||
cwd=self.root,
|
||||
encoding=self.encoding,
|
||||
)
|
||||
except OSError as err:
|
||||
print(f"Unable to execute lint command: {err}")
|
||||
return
|
||||
stdout, _ = process.communicate()
|
||||
errors = stdout
|
||||
if process.returncode == 0:
|
||||
if returncode == 0:
|
||||
return # zero exit status
|
||||
|
||||
cmd = " ".join(cmd)
|
||||
res = f"## Running: {cmd}\n\n"
|
||||
res += errors
|
||||
|
||||
|
||||
@@ -2,6 +2,8 @@ import importlib
|
||||
import os
|
||||
import warnings
|
||||
|
||||
from aider.dump import dump # noqa: F401
|
||||
|
||||
warnings.filterwarnings("ignore", category=UserWarning, module="pydantic")
|
||||
|
||||
AIDER_SITE_URL = "https://aider.chat"
|
||||
|
||||
147
aider/main.py
147
aider/main.py
@@ -113,7 +113,9 @@ def setup_git(git_root, io):
|
||||
except ANY_GIT_ERROR:
|
||||
pass
|
||||
elif cwd == Path.home():
|
||||
io.tool_warning("You should probably run aider in a directory, not your home dir.")
|
||||
io.tool_warning(
|
||||
"You should probably run aider in your project's directory, not your home dir."
|
||||
)
|
||||
return
|
||||
elif cwd and io.confirm_ask(
|
||||
"No git repo found, create one to track aider's changes (recommended)?"
|
||||
@@ -156,39 +158,39 @@ def check_gitignore(git_root, io, ask=True):
|
||||
|
||||
try:
|
||||
repo = git.Repo(git_root)
|
||||
if repo.ignored(".aider") and repo.ignored(".env"):
|
||||
patterns_to_add = []
|
||||
|
||||
if not repo.ignored(".aider"):
|
||||
patterns_to_add.append(".aider*")
|
||||
|
||||
env_path = Path(git_root) / ".env"
|
||||
if env_path.exists() and not repo.ignored(".env"):
|
||||
patterns_to_add.append(".env")
|
||||
|
||||
if not patterns_to_add:
|
||||
return
|
||||
except ANY_GIT_ERROR:
|
||||
pass
|
||||
|
||||
patterns = [".aider*", ".env"]
|
||||
patterns_to_add = []
|
||||
|
||||
gitignore_file = Path(git_root) / ".gitignore"
|
||||
if gitignore_file.exists():
|
||||
try:
|
||||
content = io.read_text(gitignore_file)
|
||||
if content is None:
|
||||
gitignore_file = Path(git_root) / ".gitignore"
|
||||
if gitignore_file.exists():
|
||||
try:
|
||||
content = io.read_text(gitignore_file)
|
||||
if content is None:
|
||||
return
|
||||
if not content.endswith("\n"):
|
||||
content += "\n"
|
||||
except OSError as e:
|
||||
io.tool_error(f"Error when trying to read {gitignore_file}: {e}")
|
||||
return
|
||||
existing_lines = content.splitlines()
|
||||
for pat in patterns:
|
||||
if pat not in existing_lines:
|
||||
patterns_to_add.append(pat)
|
||||
except OSError as e:
|
||||
io.tool_error(f"Error when trying to read {gitignore_file}: {e}")
|
||||
else:
|
||||
content = ""
|
||||
except ANY_GIT_ERROR:
|
||||
return
|
||||
|
||||
if ask:
|
||||
io.tool_output("You can skip this check with --no-gitignore")
|
||||
if not io.confirm_ask(f"Add {', '.join(patterns_to_add)} to .gitignore (recommended)?"):
|
||||
return
|
||||
else:
|
||||
content = ""
|
||||
patterns_to_add = patterns
|
||||
|
||||
if not patterns_to_add:
|
||||
return
|
||||
|
||||
if ask and not io.confirm_ask(f"Add {', '.join(patterns_to_add)} to .gitignore (recommended)?"):
|
||||
return
|
||||
|
||||
if content and not content.endswith("\n"):
|
||||
content += "\n"
|
||||
content += "\n".join(patterns_to_add) + "\n"
|
||||
|
||||
try:
|
||||
@@ -212,6 +214,22 @@ def check_streamlit_install(io):
|
||||
)
|
||||
|
||||
|
||||
def write_streamlit_credentials():
|
||||
from streamlit.file_util import get_streamlit_file_path
|
||||
|
||||
# See https://github.com/Aider-AI/aider/issues/772
|
||||
|
||||
credential_path = Path(get_streamlit_file_path()) / "credentials.toml"
|
||||
if not os.path.exists(credential_path):
|
||||
empty_creds = '[general]\nemail = ""\n'
|
||||
|
||||
os.makedirs(os.path.dirname(credential_path), exist_ok=True)
|
||||
with open(credential_path, "w") as f:
|
||||
f.write(empty_creds)
|
||||
else:
|
||||
print("Streamlit credentials already exist.")
|
||||
|
||||
|
||||
def launch_gui(args):
|
||||
from streamlit.web import cli
|
||||
|
||||
@@ -220,6 +238,9 @@ def launch_gui(args):
|
||||
print()
|
||||
print("CONTROL-C to exit...")
|
||||
|
||||
# Necessary so streamlit does not prompt the user for an email address.
|
||||
write_streamlit_credentials()
|
||||
|
||||
target = gui.__file__
|
||||
|
||||
st_args = ["run", target]
|
||||
@@ -357,18 +378,18 @@ def load_dotenv_files(git_root, dotenv_fname, encoding="utf-8"):
|
||||
|
||||
|
||||
def register_litellm_models(git_root, model_metadata_fname, io, verbose=False):
|
||||
model_metatdata_files = []
|
||||
model_metadata_files = []
|
||||
|
||||
# Add the resource file path
|
||||
resource_metadata = importlib_resources.files("aider.resources").joinpath("model-metadata.json")
|
||||
model_metatdata_files.append(str(resource_metadata))
|
||||
model_metadata_files.append(str(resource_metadata))
|
||||
|
||||
model_metatdata_files += generate_search_path_list(
|
||||
model_metadata_files += generate_search_path_list(
|
||||
".aider.model.metadata.json", git_root, model_metadata_fname
|
||||
)
|
||||
|
||||
try:
|
||||
model_metadata_files_loaded = models.register_litellm_models(model_metatdata_files)
|
||||
model_metadata_files_loaded = models.register_litellm_models(model_metadata_files)
|
||||
if len(model_metadata_files_loaded) > 0 and verbose:
|
||||
io.tool_output("Loaded model metadata from:")
|
||||
for model_metadata_file in model_metadata_files_loaded:
|
||||
@@ -392,6 +413,12 @@ def sanity_check_repo(repo, io):
|
||||
if not repo.git_repo_error:
|
||||
return True
|
||||
error_msg = str(repo.git_repo_error)
|
||||
except UnicodeDecodeError as exc:
|
||||
error_msg = (
|
||||
"Failed to read the Git repository. This issue is likely caused by a path encoded "
|
||||
f'in a format different from the expected encoding "{sys.getfilesystemencoding()}".\n'
|
||||
f"Internal error: {str(exc)}"
|
||||
)
|
||||
except ANY_GIT_ERROR as exc:
|
||||
error_msg = str(exc)
|
||||
bad_ver = "version in (1, 2)" in error_msg
|
||||
@@ -482,8 +509,7 @@ def main(argv=None, input=None, output=None, force_git_root=None, return_coder=F
|
||||
litellm._lazy_module.aclient_session = httpx.AsyncClient(verify=False)
|
||||
|
||||
if args.timeout:
|
||||
litellm._load_litellm()
|
||||
litellm._lazy_module.request_timeout = args.timeout
|
||||
models.request_timeout = args.timeout
|
||||
|
||||
if args.dark_mode:
|
||||
args.user_input_color = "#32FF32"
|
||||
@@ -524,6 +550,7 @@ def main(argv=None, input=None, output=None, force_git_root=None, return_coder=F
|
||||
code_theme=args.code_theme,
|
||||
dry_run=args.dry_run,
|
||||
encoding=args.encoding,
|
||||
line_endings=args.line_endings,
|
||||
llm_history_file=args.llm_history_file,
|
||||
editingmode=editing_mode,
|
||||
fancy_input=args.fancy_input,
|
||||
@@ -720,9 +747,26 @@ def main(argv=None, input=None, output=None, force_git_root=None, return_coder=F
|
||||
models.MODEL_ALIASES[alias.strip()] = model.strip()
|
||||
|
||||
if not args.model:
|
||||
args.model = "gpt-4o-2024-08-06"
|
||||
if os.environ.get("ANTHROPIC_API_KEY"):
|
||||
args.model = "claude-3-5-sonnet-20241022"
|
||||
# Select model based on available API keys
|
||||
model_key_pairs = [
|
||||
("ANTHROPIC_API_KEY", "sonnet"),
|
||||
("DEEPSEEK_API_KEY", "deepseek"),
|
||||
("OPENROUTER_API_KEY", "openrouter/anthropic/claude-3.5-sonnet"),
|
||||
("OPENAI_API_KEY", "gpt-4o"),
|
||||
("GEMINI_API_KEY", "flash"),
|
||||
]
|
||||
|
||||
for env_key, model_name in model_key_pairs:
|
||||
if os.environ.get(env_key):
|
||||
args.model = model_name
|
||||
io.tool_warning(
|
||||
f"Found {env_key} so using {model_name} since no --model was specified."
|
||||
)
|
||||
break
|
||||
if not args.model:
|
||||
io.tool_error("You need to specify a --model and an --api-key to use.")
|
||||
io.offer_url(urls.models_and_keys, "Open documentation url for more info?")
|
||||
return 1
|
||||
|
||||
main_model = models.Model(
|
||||
args.model,
|
||||
@@ -731,6 +775,14 @@ def main(argv=None, input=None, output=None, force_git_root=None, return_coder=F
|
||||
editor_edit_format=args.editor_edit_format,
|
||||
)
|
||||
|
||||
# add --reasoning-effort cli param
|
||||
if args.reasoning_effort is not None:
|
||||
if not getattr(main_model, "extra_params", None):
|
||||
main_model.extra_params = {}
|
||||
if "extra_body" not in main_model.extra_params:
|
||||
main_model.extra_params["extra_body"] = {}
|
||||
main_model.extra_params["extra_body"]["reasoning_effort"] = args.reasoning_effort
|
||||
|
||||
if args.copy_paste and args.edit_format is None:
|
||||
if main_model.edit_format in ("diff", "whole"):
|
||||
main_model.edit_format = "editor-" + main_model.edit_format
|
||||
@@ -795,6 +847,9 @@ def main(argv=None, input=None, output=None, force_git_root=None, return_coder=F
|
||||
commands = Commands(
|
||||
io,
|
||||
None,
|
||||
voice_language=args.voice_language,
|
||||
voice_input_device=args.voice_input_device,
|
||||
voice_format=args.voice_format,
|
||||
verify_ssl=args.verify_ssl,
|
||||
args=args,
|
||||
parser=parser,
|
||||
@@ -817,6 +872,11 @@ def main(argv=None, input=None, output=None, force_git_root=None, return_coder=F
|
||||
)
|
||||
args.stream = False
|
||||
|
||||
if args.map_tokens is None:
|
||||
map_tokens = main_model.get_repo_map_tokens()
|
||||
else:
|
||||
map_tokens = args.map_tokens
|
||||
|
||||
try:
|
||||
coder = Coder.create(
|
||||
main_model=main_model,
|
||||
@@ -829,7 +889,7 @@ def main(argv=None, input=None, output=None, force_git_root=None, return_coder=F
|
||||
auto_commits=args.auto_commits,
|
||||
dirty_commits=args.dirty_commits,
|
||||
dry_run=args.dry_run,
|
||||
map_tokens=args.map_tokens,
|
||||
map_tokens=map_tokens,
|
||||
verbose=args.verbose,
|
||||
stream=args.stream,
|
||||
use_git=args.git,
|
||||
@@ -872,7 +932,11 @@ def main(argv=None, input=None, output=None, force_git_root=None, return_coder=F
|
||||
|
||||
if args.watch_files:
|
||||
file_watcher = FileWatcher(
|
||||
coder, gitignores=ignores, verbose=args.verbose, analytics=analytics
|
||||
coder,
|
||||
gitignores=ignores,
|
||||
verbose=args.verbose,
|
||||
analytics=analytics,
|
||||
root=str(Path.cwd()) if args.subtree_only else None,
|
||||
)
|
||||
coder.file_watcher = file_watcher
|
||||
|
||||
@@ -926,6 +990,9 @@ def main(argv=None, input=None, output=None, force_git_root=None, return_coder=F
|
||||
analytics.event("exit", reason="Failed to read apply content")
|
||||
return
|
||||
coder.partial_response_content = content
|
||||
# For testing #2879
|
||||
# from aider.coders.base_coder import all_fences
|
||||
# coder.fence = all_fences[1]
|
||||
coder.apply_updates()
|
||||
analytics.event("exit", reason="Applied updates")
|
||||
return
|
||||
|
||||
@@ -10,10 +10,17 @@ from rich.text import Text
|
||||
|
||||
from aider.dump import dump # noqa: F401
|
||||
|
||||
_text = """
|
||||
_text_prefix = """
|
||||
# Header
|
||||
|
||||
Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into electronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.
|
||||
Lorem Ipsum is simply dummy text of the printing and typesetting industry.
|
||||
Lorem Ipsum has been the industry's standard dummy text ever since the 1500s,
|
||||
when an unknown printer took a galley of type and scrambled it to make a type
|
||||
specimen book. It has survived not only five centuries, but also the leap into
|
||||
electronic typesetting, remaining essentially unchanged. It was popularised in
|
||||
the 1960s with the release of Letraset sheets containing Lorem Ipsum passages,
|
||||
and more recently with desktop publishing software like Aldus PageMaker
|
||||
including versions of Lorem Ipsum.
|
||||
|
||||
|
||||
|
||||
@@ -27,10 +34,9 @@ Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem
|
||||
|
||||
|
||||
```python
|
||||
import sys
|
||||
"""
|
||||
|
||||
def greeting():
|
||||
print("Hello world!")
|
||||
_text_suffix = """
|
||||
```
|
||||
|
||||
## Sub header too
|
||||
@@ -41,81 +47,146 @@ The end.
|
||||
|
||||
|
||||
class MarkdownStream:
|
||||
live = None
|
||||
when = 0
|
||||
min_delay = 0.050
|
||||
live_window = 6
|
||||
"""Streaming markdown renderer that progressively displays content with a live updating window.
|
||||
|
||||
Uses rich.console and rich.live to render markdown content with smooth scrolling
|
||||
and partial updates. Maintains a sliding window of visible content while streaming
|
||||
in new markdown text.
|
||||
"""
|
||||
|
||||
live = None # Rich Live display instance
|
||||
when = 0 # Timestamp of last update
|
||||
min_delay = 1.0 / 20 # Minimum time between updates (20fps)
|
||||
live_window = 6 # Number of lines to keep visible at bottom during streaming
|
||||
|
||||
def __init__(self, mdargs=None):
|
||||
self.printed = []
|
||||
"""Initialize the markdown stream.
|
||||
|
||||
Args:
|
||||
mdargs (dict, optional): Additional arguments to pass to rich Markdown renderer
|
||||
"""
|
||||
self.printed = [] # Stores lines that have already been printed
|
||||
|
||||
if mdargs:
|
||||
self.mdargs = mdargs
|
||||
else:
|
||||
self.mdargs = dict()
|
||||
|
||||
# Initialize rich Live display with empty text
|
||||
self.live = Live(Text(""), refresh_per_second=1.0 / self.min_delay)
|
||||
self.live.start()
|
||||
|
||||
def _render_markdown_to_lines(self, text):
|
||||
"""Render markdown text to a list of lines.
|
||||
|
||||
Args:
|
||||
text (str): Markdown text to render
|
||||
|
||||
Returns:
|
||||
list: List of rendered lines with line endings preserved
|
||||
"""
|
||||
# Render the markdown to a string buffer
|
||||
string_io = io.StringIO()
|
||||
console = Console(file=string_io, force_terminal=True)
|
||||
markdown = Markdown(text, **self.mdargs)
|
||||
console.print(markdown)
|
||||
output = string_io.getvalue()
|
||||
|
||||
# Split rendered output into lines
|
||||
return output.splitlines(keepends=True)
|
||||
|
||||
def __del__(self):
|
||||
"""Destructor to ensure Live display is properly cleaned up."""
|
||||
if self.live:
|
||||
try:
|
||||
self.live.stop()
|
||||
except Exception:
|
||||
pass
|
||||
pass # Ignore any errors during cleanup
|
||||
|
||||
def update(self, text, final=False):
|
||||
"""Update the displayed markdown content.
|
||||
|
||||
Args:
|
||||
text (str): The markdown text received so far
|
||||
final (bool): If True, this is the final update and we should clean up
|
||||
|
||||
Splits the output into "stable" older lines and the "last few" lines
|
||||
which aren't considered stable. They may shift around as new chunks
|
||||
are appended to the markdown text.
|
||||
|
||||
The stable lines emit to the console above the Live window.
|
||||
The unstable lines emit into the Live window so they can be repainted.
|
||||
|
||||
Markdown going to the console works better in terminal scrollback buffers.
|
||||
The live window doesn't play nice with terminal scrollback.
|
||||
"""
|
||||
now = time.time()
|
||||
# Throttle updates to maintain smooth rendering
|
||||
if not final and now - self.when < self.min_delay:
|
||||
return
|
||||
self.when = now
|
||||
|
||||
string_io = io.StringIO()
|
||||
console = Console(file=string_io, force_terminal=True)
|
||||
# Measure render time and adjust min_delay to maintain smooth rendering
|
||||
start = time.time()
|
||||
lines = self._render_markdown_to_lines(text)
|
||||
render_time = time.time() - start
|
||||
|
||||
markdown = Markdown(text, **self.mdargs)
|
||||
# Set min_delay to render time plus a small buffer
|
||||
self.min_delay = min(max(render_time * 10, 1.0 / 20), 2)
|
||||
|
||||
console.print(markdown)
|
||||
output = string_io.getvalue()
|
||||
|
||||
lines = output.splitlines(keepends=True)
|
||||
num_lines = len(lines)
|
||||
|
||||
# How many lines have "left" the live window and are now considered stable?
|
||||
# Or if final, consider all lines to be stable.
|
||||
if not final:
|
||||
num_lines -= self.live_window
|
||||
|
||||
# If we have stable content to display...
|
||||
if final or num_lines > 0:
|
||||
# How many stable lines do we need to newly show above the live window?
|
||||
num_printed = len(self.printed)
|
||||
|
||||
show = num_lines - num_printed
|
||||
|
||||
# Skip if no new lines to show above live window
|
||||
if show <= 0:
|
||||
return
|
||||
|
||||
# Get the new lines and display them
|
||||
show = lines[num_printed:num_lines]
|
||||
show = "".join(show)
|
||||
show = Text.from_ansi(show)
|
||||
self.live.console.print(show)
|
||||
self.live.console.print(show) # to the console above the live area
|
||||
|
||||
# Update our record of printed lines
|
||||
self.printed = lines[:num_lines]
|
||||
|
||||
# Handle final update cleanup
|
||||
if final:
|
||||
self.live.update(Text(""))
|
||||
self.live.stop()
|
||||
self.live = None
|
||||
else:
|
||||
rest = lines[num_lines:]
|
||||
rest = "".join(rest)
|
||||
# rest = '...\n' + rest
|
||||
rest = Text.from_ansi(rest)
|
||||
self.live.update(rest)
|
||||
return
|
||||
|
||||
# Update the live window with remaining lines
|
||||
rest = lines[num_lines:]
|
||||
rest = "".join(rest)
|
||||
rest = Text.from_ansi(rest)
|
||||
self.live.update(rest)
|
||||
|
||||
def find_minimal_suffix(self, text, match_lines=50):
|
||||
"""
|
||||
Splits text into chunks on blank lines "\n\n".
|
||||
"""
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
_text = 5 * _text
|
||||
with open("aider/io.py", "r") as f:
|
||||
code = f.read()
|
||||
_text = _text_prefix + code + _text_suffix
|
||||
_text = _text * 10
|
||||
|
||||
pm = MarkdownStream()
|
||||
for i in range(6, len(_text)):
|
||||
for i in range(6, len(_text), 5):
|
||||
pm.update(_text[:i])
|
||||
time.sleep(0.01)
|
||||
|
||||
|
||||
938
aider/models.py
938
aider/models.py
File diff suppressed because it is too large
Load Diff
27
aider/queries/tree-sitter-kotlin-tags.scm
Normal file
27
aider/queries/tree-sitter-kotlin-tags.scm
Normal file
@@ -0,0 +1,27 @@
|
||||
; Definitions
|
||||
|
||||
(class_declaration
|
||||
(type_identifier) @name.definition.class) @definition.class
|
||||
|
||||
(function_declaration
|
||||
(simple_identifier) @name.definition.function) @definition.function
|
||||
|
||||
(object_declaration
|
||||
(type_identifier) @name.definition.object) @definition.object
|
||||
|
||||
; References
|
||||
|
||||
(call_expression
|
||||
[
|
||||
(simple_identifier) @name.reference.call
|
||||
(navigation_expression
|
||||
(navigation_suffix
|
||||
(simple_identifier) @name.reference.call))
|
||||
]) @reference.call
|
||||
|
||||
(delegation_specifier
|
||||
[
|
||||
(user_type) @name.reference.type
|
||||
(constructor_invocation
|
||||
(user_type) @name.reference.type)
|
||||
]) @reference.type
|
||||
@@ -8,6 +8,7 @@ try:
|
||||
ANY_GIT_ERROR = [
|
||||
git.exc.ODBError,
|
||||
git.exc.GitError,
|
||||
git.exc.InvalidGitRepositoryError,
|
||||
]
|
||||
except ImportError:
|
||||
git = None
|
||||
@@ -16,7 +17,6 @@ except ImportError:
|
||||
import pathspec
|
||||
|
||||
from aider import prompts, utils
|
||||
from aider.sendchat import simple_send_with_retries
|
||||
|
||||
from .dump import dump # noqa: F401
|
||||
|
||||
@@ -26,6 +26,9 @@ ANY_GIT_ERROR += [
|
||||
BufferError,
|
||||
TypeError,
|
||||
ValueError,
|
||||
AttributeError,
|
||||
AssertionError,
|
||||
TimeoutError,
|
||||
]
|
||||
ANY_GIT_ERROR = tuple(ANY_GIT_ERROR)
|
||||
|
||||
@@ -150,7 +153,7 @@ class GitRepo:
|
||||
os.environ["GIT_COMMITTER_NAME"] = committer_name
|
||||
|
||||
if aider_edits and self.attribute_author:
|
||||
original_auther_name_env = os.environ.get("GIT_AUTHOR_NAME")
|
||||
original_author_name_env = os.environ.get("GIT_AUTHOR_NAME")
|
||||
os.environ["GIT_AUTHOR_NAME"] = committer_name
|
||||
|
||||
try:
|
||||
@@ -170,8 +173,8 @@ class GitRepo:
|
||||
del os.environ["GIT_COMMITTER_NAME"]
|
||||
|
||||
if aider_edits and self.attribute_author:
|
||||
if original_auther_name_env is not None:
|
||||
os.environ["GIT_AUTHOR_NAME"] = original_auther_name_env
|
||||
if original_author_name_env is not None:
|
||||
os.environ["GIT_AUTHOR_NAME"] = original_author_name_env
|
||||
else:
|
||||
del os.environ["GIT_AUTHOR_NAME"]
|
||||
|
||||
@@ -201,7 +204,7 @@ class GitRepo:
|
||||
max_tokens = model.info.get("max_input_tokens") or 0
|
||||
if max_tokens and num_tokens > max_tokens:
|
||||
continue
|
||||
commit_message = simple_send_with_retries(model, messages)
|
||||
commit_message = model.simple_send_with_retries(messages)
|
||||
if commit_message:
|
||||
break
|
||||
|
||||
@@ -285,9 +288,17 @@ class GitRepo:
|
||||
files = self.tree_files[commit]
|
||||
else:
|
||||
try:
|
||||
for blob in commit.tree.traverse():
|
||||
if blob.type == "blob": # blob is a file
|
||||
files.add(blob.path)
|
||||
iterator = commit.tree.traverse()
|
||||
while True:
|
||||
try:
|
||||
blob = next(iterator)
|
||||
if blob.type == "blob": # blob is a file
|
||||
files.add(blob.path)
|
||||
except IndexError:
|
||||
self.io.tool_warning(f"GitRepo: read error skipping {blob.path}")
|
||||
continue
|
||||
except StopIteration:
|
||||
break
|
||||
except ANY_GIT_ERROR as err:
|
||||
self.git_repo_error = err
|
||||
self.io.tool_error(f"Unable to list files in git repo: {err}")
|
||||
@@ -359,8 +370,8 @@ class GitRepo:
|
||||
|
||||
def ignored_file_raw(self, fname):
|
||||
if self.subtree_only:
|
||||
fname_path = Path(self.normalize_path(fname))
|
||||
try:
|
||||
fname_path = Path(self.normalize_path(fname))
|
||||
cwd_path = Path.cwd().resolve().relative_to(Path(self.root).resolve())
|
||||
except ValueError:
|
||||
# Issue #1524
|
||||
|
||||
@@ -605,7 +605,7 @@ class RepoMap:
|
||||
|
||||
self.tree_cache = dict()
|
||||
|
||||
middle = min(max_map_tokens // 25, num_tags)
|
||||
middle = min(int(max_map_tokens // 25), num_tags)
|
||||
while lower_bound <= upper_bound:
|
||||
# dump(lower_bound, middle, upper_bound)
|
||||
|
||||
@@ -628,7 +628,7 @@ class RepoMap:
|
||||
else:
|
||||
upper_bound = middle - 1
|
||||
|
||||
middle = (lower_bound + upper_bound) // 2
|
||||
middle = int((lower_bound + upper_bound) // 2)
|
||||
|
||||
spin.end()
|
||||
return best_tree
|
||||
|
||||
@@ -1,38 +1,118 @@
|
||||
{
|
||||
"vertex_ai-language-models/gemini-2.0-flash-exp": {
|
||||
"deepseek-reasoner": {
|
||||
"max_tokens": 8192,
|
||||
"max_input_tokens": 1048576,
|
||||
"max_input_tokens": 64000,
|
||||
"max_output_tokens": 8192,
|
||||
"max_images_per_prompt": 3000,
|
||||
"max_videos_per_prompt": 10,
|
||||
"max_video_length": 1,
|
||||
"max_audio_length_hours": 8.4,
|
||||
"max_audio_per_prompt": 1,
|
||||
"max_pdf_size_mb": 30,
|
||||
"litellm_provider": "vertex_ai-language-models",
|
||||
"input_cost_per_token": 0.00000055,
|
||||
"input_cost_per_token_cache_hit": 0.00000014,
|
||||
"cache_read_input_token_cost": 0.00000014,
|
||||
"cache_creation_input_token_cost": 0.0,
|
||||
"output_cost_per_token": 0.00000219,
|
||||
"litellm_provider": "deepseek",
|
||||
"mode": "chat",
|
||||
"supports_system_messages": true,
|
||||
"supports_function_calling": true,
|
||||
"supports_vision": true,
|
||||
"supports_response_schema": true,
|
||||
"source": "https://cloud.google.com/vertex-ai/generative-ai/docs/gemini-v2"
|
||||
//"supports_function_calling": true,
|
||||
"supports_assistant_prefill": true,
|
||||
//"supports_tool_choice": true,
|
||||
"supports_prompt_caching": true
|
||||
},
|
||||
"gemini/gemini-2.0-flash-exp": {
|
||||
"openrouter/deepseek/deepseek-r1": {
|
||||
"max_tokens": 8192,
|
||||
"max_input_tokens": 1048576,
|
||||
"max_input_tokens": 64000,
|
||||
"max_output_tokens": 8192,
|
||||
"max_images_per_prompt": 3000,
|
||||
"max_videos_per_prompt": 10,
|
||||
"max_video_length": 1,
|
||||
"max_audio_length_hours": 8.4,
|
||||
"max_audio_per_prompt": 1,
|
||||
"max_pdf_size_mb": 30,
|
||||
"litellm_provider": "gemini",
|
||||
"input_cost_per_token": 0.00000055,
|
||||
"input_cost_per_token_cache_hit": 0.00000014,
|
||||
"cache_read_input_token_cost": 0.00000014,
|
||||
"cache_creation_input_token_cost": 0.0,
|
||||
"output_cost_per_token": 0.00000219,
|
||||
"litellm_provider": "openrouter",
|
||||
"mode": "chat",
|
||||
//"supports_function_calling": true,
|
||||
"supports_assistant_prefill": true,
|
||||
//"supports_tool_choice": true,
|
||||
"supports_prompt_caching": true
|
||||
},
|
||||
"openrouter/deepseek/deepseek-r1:free": {
|
||||
"max_tokens": 8192,
|
||||
"max_input_tokens": 64000,
|
||||
"max_output_tokens": 8192,
|
||||
"input_cost_per_token": 0.0,
|
||||
"input_cost_per_token_cache_hit": 0.0,
|
||||
"cache_read_input_token_cost": 0.00,
|
||||
"cache_creation_input_token_cost": 0.0,
|
||||
"output_cost_per_token": 0.0,
|
||||
"litellm_provider": "openrouter",
|
||||
"mode": "chat",
|
||||
//"supports_function_calling": true,
|
||||
"supports_assistant_prefill": true,
|
||||
//"supports_tool_choice": true,
|
||||
"supports_prompt_caching": true
|
||||
},
|
||||
"fireworks_ai/accounts/fireworks/models/deepseek-r1": {
|
||||
"max_tokens": 160000,
|
||||
"max_input_tokens": 128000,
|
||||
"max_output_tokens": 20480,
|
||||
"litellm_provider": "fireworks_ai",
|
||||
"input_cost_per_token": 0.000008,
|
||||
"output_cost_per_token": 0.000008,
|
||||
"mode": "chat",
|
||||
},
|
||||
"fireworks_ai/accounts/fireworks/models/deepseek-v3": {
|
||||
"max_tokens": 128000,
|
||||
"max_input_tokens": 100000,
|
||||
"max_output_tokens": 8192,
|
||||
"litellm_provider": "fireworks_ai",
|
||||
"input_cost_per_token": 0.0000009,
|
||||
"output_cost_per_token": 0.0000009,
|
||||
"mode": "chat",
|
||||
},
|
||||
"o3-mini": {
|
||||
"max_tokens": 100000,
|
||||
"max_input_tokens": 200000,
|
||||
"max_output_tokens": 100000,
|
||||
"input_cost_per_token": 0.0000011,
|
||||
"output_cost_per_token": 0.0000044,
|
||||
"cache_read_input_token_cost": 0.00000055,
|
||||
"litellm_provider": "openai",
|
||||
"mode": "chat",
|
||||
"supports_system_messages": true,
|
||||
"supports_function_calling": true,
|
||||
"supports_parallel_function_calling": true,
|
||||
"supports_vision": true,
|
||||
"supports_prompt_caching": true,
|
||||
"supports_system_messages": true,
|
||||
"supports_response_schema": true
|
||||
},
|
||||
"openrouter/openai/o3-mini": {
|
||||
"max_tokens": 100000,
|
||||
"max_input_tokens": 200000,
|
||||
"max_output_tokens": 100000,
|
||||
"input_cost_per_token": 0.0000011,
|
||||
"output_cost_per_token": 0.0000044,
|
||||
"cache_read_input_token_cost": 0.00000055,
|
||||
"litellm_provider": "openrouter",
|
||||
"mode": "chat",
|
||||
"supports_function_calling": true,
|
||||
"supports_parallel_function_calling": true,
|
||||
"supports_vision": true,
|
||||
"supports_prompt_caching": true,
|
||||
"supports_system_messages": true,
|
||||
"supports_response_schema": true
|
||||
},
|
||||
"openrouter/openai/gpt-4o-mini": {
|
||||
"max_tokens": 16384,
|
||||
"max_input_tokens": 128000,
|
||||
"max_output_tokens": 16384,
|
||||
"input_cost_per_token": 0.00000015,
|
||||
"output_cost_per_token": 0.00000060,
|
||||
"input_cost_per_token_batches": 0.000000075,
|
||||
"output_cost_per_token_batches": 0.00000030,
|
||||
"cache_read_input_token_cost": 0.000000075,
|
||||
"litellm_provider": "openrouter",
|
||||
"mode": "chat",
|
||||
"supports_function_calling": true,
|
||||
"supports_parallel_function_calling": true,
|
||||
"supports_response_schema": true,
|
||||
"source": "https://cloud.google.com/vertex-ai/generative-ai/docs/gemini-v2"
|
||||
"supports_vision": true,
|
||||
"supports_prompt_caching": true,
|
||||
"supports_system_messages": true
|
||||
},
|
||||
}
|
||||
|
||||
669
aider/resources/model-settings.yml
Normal file
669
aider/resources/model-settings.yml
Normal file
@@ -0,0 +1,669 @@
|
||||
- name: gpt-3.5-turbo
|
||||
weak_model_name: gpt-4o-mini
|
||||
reminder: sys
|
||||
|
||||
- name: gpt-3.5-turbo-0125
|
||||
weak_model_name: gpt-4o-mini
|
||||
reminder: sys
|
||||
|
||||
- name: gpt-3.5-turbo-1106
|
||||
weak_model_name: gpt-4o-mini
|
||||
reminder: sys
|
||||
|
||||
- name: gpt-3.5-turbo-0613
|
||||
weak_model_name: gpt-4o-mini
|
||||
reminder: sys
|
||||
|
||||
- name: gpt-3.5-turbo-16k-0613
|
||||
weak_model_name: gpt-4o-mini
|
||||
reminder: sys
|
||||
|
||||
- name: gpt-4-turbo-2024-04-09
|
||||
edit_format: udiff
|
||||
weak_model_name: gpt-4o-mini
|
||||
use_repo_map: true
|
||||
lazy: true
|
||||
reminder: sys
|
||||
|
||||
- name: gpt-4-turbo
|
||||
edit_format: udiff
|
||||
weak_model_name: gpt-4o-mini
|
||||
use_repo_map: true
|
||||
lazy: true
|
||||
reminder: sys
|
||||
|
||||
- name: openai/gpt-4o
|
||||
edit_format: diff
|
||||
weak_model_name: gpt-4o-mini
|
||||
use_repo_map: true
|
||||
lazy: true
|
||||
reminder: sys
|
||||
examples_as_sys_msg: true
|
||||
editor_edit_format: editor-diff
|
||||
|
||||
- name: openai/gpt-4o-2024-08-06
|
||||
edit_format: diff
|
||||
weak_model_name: gpt-4o-mini
|
||||
use_repo_map: true
|
||||
lazy: true
|
||||
reminder: sys
|
||||
examples_as_sys_msg: true
|
||||
|
||||
- name: gpt-4o-2024-08-06
|
||||
edit_format: diff
|
||||
weak_model_name: gpt-4o-mini
|
||||
use_repo_map: true
|
||||
lazy: true
|
||||
reminder: sys
|
||||
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|
||||
editor_model_name: azure/gpt-4o
|
||||
editor_edit_format: editor-diff
|
||||
|
||||
- name: azure/o1
|
||||
edit_format: diff
|
||||
weak_model_name: azure/gpt-4o-mini
|
||||
use_repo_map: true
|
||||
use_temperature: false
|
||||
streaming: false
|
||||
editor_model_name: azure/gpt-4o
|
||||
editor_edit_format: editor-diff
|
||||
|
||||
- name: o1-preview
|
||||
edit_format: architect
|
||||
weak_model_name: gpt-4o-mini
|
||||
use_repo_map: true
|
||||
use_system_prompt: false
|
||||
use_temperature: false
|
||||
editor_model_name: gpt-4o
|
||||
editor_edit_format: editor-diff
|
||||
|
||||
- name: openrouter/openai/o1-mini
|
||||
weak_model_name: openrouter/openai/gpt-4o-mini
|
||||
use_repo_map: true
|
||||
use_system_prompt: false
|
||||
use_temperature: false
|
||||
streaming: false
|
||||
editor_model_name: openrouter/openai/gpt-4o
|
||||
editor_edit_format: editor-diff
|
||||
|
||||
- name: openrouter/openai/o1-preview
|
||||
edit_format: diff
|
||||
weak_model_name: openrouter/openai/gpt-4o-mini
|
||||
use_repo_map: true
|
||||
use_system_prompt: false
|
||||
use_temperature: false
|
||||
streaming: false
|
||||
editor_model_name: openrouter/openai/gpt-4o
|
||||
editor_edit_format: editor-diff
|
||||
|
||||
- name: openrouter/openai/o1
|
||||
edit_format: diff
|
||||
weak_model_name: openrouter/openai/gpt-4o-mini
|
||||
use_repo_map: true
|
||||
use_temperature: false
|
||||
streaming: false
|
||||
editor_model_name: openrouter/openai/gpt-4o
|
||||
editor_edit_format: editor-diff
|
||||
system_prompt_prefix: "Formatting re-enabled. "
|
||||
|
||||
- name: openai/o1
|
||||
edit_format: diff
|
||||
weak_model_name: openai/gpt-4o-mini
|
||||
use_repo_map: true
|
||||
use_temperature: false
|
||||
streaming: false
|
||||
editor_model_name: openai/gpt-4o
|
||||
editor_edit_format: editor-diff
|
||||
system_prompt_prefix: "Formatting re-enabled. "
|
||||
|
||||
- name: o1
|
||||
edit_format: diff
|
||||
weak_model_name: gpt-4o-mini
|
||||
use_repo_map: true
|
||||
use_temperature: false
|
||||
streaming: false
|
||||
editor_model_name: gpt-4o
|
||||
editor_edit_format: editor-diff
|
||||
system_prompt_prefix: "Formatting re-enabled. "
|
||||
|
||||
- name: openrouter/qwen/qwen-2.5-coder-32b-instruct
|
||||
edit_format: diff
|
||||
weak_model_name: openrouter/qwen/qwen-2.5-coder-32b-instruct
|
||||
use_repo_map: true
|
||||
editor_model_name: openrouter/qwen/qwen-2.5-coder-32b-instruct
|
||||
editor_edit_format: editor-diff
|
||||
|
||||
- name: openrouter/deepseek/deepseek-r1-distill-llama-70b
|
||||
edit_format: diff
|
||||
weak_model_name: openrouter/deepseek/deepseek-chat
|
||||
use_repo_map: true
|
||||
examples_as_sys_msg: true
|
||||
extra_params:
|
||||
max_tokens: 8192
|
||||
caches_by_default: true
|
||||
use_temperature: false
|
||||
editor_model_name: openrouter/deepseek/deepseek-chat
|
||||
editor_edit_format: editor-diff
|
||||
|
||||
- name: fireworks_ai/accounts/fireworks/models/deepseek-r1
|
||||
edit_format: diff
|
||||
weak_model_name: fireworks_ai/accounts/fireworks/models/deepseek-v3
|
||||
use_repo_map: true
|
||||
use_temperature: false
|
||||
streaming: true
|
||||
editor_model_name: fireworks_ai/accounts/fireworks/models/deepseek-v3
|
||||
editor_edit_format: editor-diff
|
||||
remove_reasoning: think
|
||||
extra_params:
|
||||
max_tokens: 160000
|
||||
|
||||
- name: fireworks_ai/accounts/fireworks/models/deepseek-v3
|
||||
edit_format: diff
|
||||
use_repo_map: true
|
||||
reminder: sys
|
||||
examples_as_sys_msg: true
|
||||
extra_params:
|
||||
max_tokens: 128000
|
||||
|
||||
- name: openai/o3-mini
|
||||
edit_format: diff
|
||||
weak_model_name: gpt-4o-mini
|
||||
use_repo_map: true
|
||||
use_temperature: false
|
||||
editor_model_name: gpt-4o
|
||||
editor_edit_format: editor-diff
|
||||
system_prompt_prefix: "Formatting re-enabled. "
|
||||
|
||||
- name: o3-mini
|
||||
edit_format: diff
|
||||
weak_model_name: gpt-4o-mini
|
||||
use_repo_map: true
|
||||
use_temperature: false
|
||||
editor_model_name: gpt-4o
|
||||
editor_edit_format: editor-diff
|
||||
system_prompt_prefix: "Formatting re-enabled. "
|
||||
|
||||
- name: openrouter/openai/o3-mini
|
||||
edit_format: diff
|
||||
weak_model_name: openrouter/openai/gpt-4o-mini
|
||||
use_repo_map: true
|
||||
use_temperature: false
|
||||
editor_model_name: openrouter/openai/gpt-4o
|
||||
editor_edit_format: editor-diff
|
||||
system_prompt_prefix: "Formatting re-enabled. "
|
||||
|
||||
- name: azure/o3-mini
|
||||
edit_format: diff
|
||||
weak_model_name: azure/gpt-4o-mini
|
||||
use_repo_map: true
|
||||
use_temperature: false
|
||||
editor_model_name: azure/gpt-4o
|
||||
editor_edit_format: editor-diff
|
||||
system_prompt_prefix: "Formatting re-enabled. "
|
||||
|
||||
|
||||
@@ -39,7 +39,7 @@ def get_windows_parent_process_name():
|
||||
return None
|
||||
|
||||
|
||||
def run_cmd_subprocess(command, verbose=False, cwd=None):
|
||||
def run_cmd_subprocess(command, verbose=False, cwd=None, encoding=sys.stdout.encoding):
|
||||
if verbose:
|
||||
print("Using run_cmd_subprocess:", command)
|
||||
|
||||
@@ -65,7 +65,7 @@ def run_cmd_subprocess(command, verbose=False, cwd=None):
|
||||
stderr=subprocess.STDOUT,
|
||||
text=True,
|
||||
shell=True,
|
||||
encoding=sys.stdout.encoding,
|
||||
encoding=encoding,
|
||||
errors="replace",
|
||||
bufsize=0, # Set bufsize to 0 for unbuffered output
|
||||
universal_newlines=True,
|
||||
|
||||
@@ -1,98 +1,61 @@
|
||||
import hashlib
|
||||
import json
|
||||
import time
|
||||
|
||||
from aider.dump import dump # noqa: F401
|
||||
from aider.exceptions import LiteLLMExceptions
|
||||
from aider.llm import litellm
|
||||
|
||||
# from diskcache import Cache
|
||||
from aider.utils import format_messages
|
||||
|
||||
|
||||
CACHE_PATH = "~/.aider.send.cache.v1"
|
||||
CACHE = None
|
||||
# CACHE = Cache(CACHE_PATH)
|
||||
def sanity_check_messages(messages):
|
||||
"""Check if messages alternate between user and assistant roles.
|
||||
System messages can be interspersed anywhere.
|
||||
Also verifies the last non-system message is from the user.
|
||||
Returns True if valid, False otherwise."""
|
||||
last_role = None
|
||||
last_non_system_role = None
|
||||
|
||||
RETRY_TIMEOUT = 60
|
||||
|
||||
|
||||
def send_completion(
|
||||
model_name,
|
||||
messages,
|
||||
functions,
|
||||
stream,
|
||||
temperature=0,
|
||||
extra_params=None,
|
||||
):
|
||||
kwargs = dict(
|
||||
model=model_name,
|
||||
messages=messages,
|
||||
stream=stream,
|
||||
)
|
||||
if temperature is not None:
|
||||
kwargs["temperature"] = temperature
|
||||
|
||||
if functions is not None:
|
||||
function = functions[0]
|
||||
kwargs["tools"] = [dict(type="function", function=function)]
|
||||
kwargs["tool_choice"] = {"type": "function", "function": {"name": function["name"]}}
|
||||
|
||||
if extra_params is not None:
|
||||
kwargs.update(extra_params)
|
||||
|
||||
key = json.dumps(kwargs, sort_keys=True).encode()
|
||||
|
||||
# Generate SHA1 hash of kwargs and append it to chat_completion_call_hashes
|
||||
hash_object = hashlib.sha1(key)
|
||||
|
||||
if not stream and CACHE is not None and key in CACHE:
|
||||
return hash_object, CACHE[key]
|
||||
|
||||
res = litellm.completion(**kwargs)
|
||||
|
||||
if not stream and CACHE is not None:
|
||||
CACHE[key] = res
|
||||
|
||||
return hash_object, res
|
||||
|
||||
|
||||
def simple_send_with_retries(model, messages):
|
||||
litellm_ex = LiteLLMExceptions()
|
||||
|
||||
retry_delay = 0.125
|
||||
while True:
|
||||
try:
|
||||
kwargs = {
|
||||
"model_name": model.name,
|
||||
"messages": messages,
|
||||
"functions": None,
|
||||
"stream": False,
|
||||
"temperature": None if not model.use_temperature else 0,
|
||||
"extra_params": model.extra_params,
|
||||
}
|
||||
|
||||
_hash, response = send_completion(**kwargs)
|
||||
if not response or not hasattr(response, "choices") or not response.choices:
|
||||
return None
|
||||
return response.choices[0].message.content
|
||||
except litellm_ex.exceptions_tuple() as err:
|
||||
ex_info = litellm_ex.get_ex_info(err)
|
||||
|
||||
print(str(err))
|
||||
if ex_info.description:
|
||||
print(ex_info.description)
|
||||
|
||||
should_retry = ex_info.retry
|
||||
if should_retry:
|
||||
retry_delay *= 2
|
||||
if retry_delay > RETRY_TIMEOUT:
|
||||
should_retry = False
|
||||
|
||||
if not should_retry:
|
||||
return None
|
||||
|
||||
print(f"Retrying in {retry_delay:.1f} seconds...")
|
||||
time.sleep(retry_delay)
|
||||
for msg in messages:
|
||||
role = msg.get("role")
|
||||
if role == "system":
|
||||
continue
|
||||
except AttributeError:
|
||||
return None
|
||||
|
||||
if last_role and role == last_role:
|
||||
turns = format_messages(messages)
|
||||
raise ValueError("Messages don't properly alternate user/assistant:\n\n" + turns)
|
||||
|
||||
last_role = role
|
||||
last_non_system_role = role
|
||||
|
||||
# Ensure last non-system message is from user
|
||||
return last_non_system_role == "user"
|
||||
|
||||
|
||||
def ensure_alternating_roles(messages):
|
||||
"""Ensure messages alternate between 'assistant' and 'user' roles.
|
||||
|
||||
Inserts empty messages of the opposite role when consecutive messages
|
||||
of the same role are found.
|
||||
|
||||
Args:
|
||||
messages: List of message dictionaries with 'role' and 'content' keys.
|
||||
|
||||
Returns:
|
||||
List of messages with alternating roles.
|
||||
"""
|
||||
if not messages:
|
||||
return messages
|
||||
|
||||
fixed_messages = []
|
||||
prev_role = None
|
||||
|
||||
for msg in messages:
|
||||
current_role = msg.get("role") # Get 'role', None if missing
|
||||
|
||||
# If current role same as previous, insert empty message
|
||||
# of the opposite role
|
||||
if current_role == prev_role:
|
||||
if current_role == "user":
|
||||
fixed_messages.append({"role": "assistant", "content": ""})
|
||||
else:
|
||||
fixed_messages.append({"role": "user", "content": ""})
|
||||
|
||||
fixed_messages.append(msg)
|
||||
prev_role = current_role
|
||||
|
||||
return fixed_messages
|
||||
|
||||
@@ -14,3 +14,4 @@ install_properly = "https://aider.chat/docs/troubleshooting/imports.html"
|
||||
analytics = "https://aider.chat/docs/more/analytics.html"
|
||||
release_notes = "https://aider.chat/HISTORY.html#release-notes"
|
||||
edit_formats = "https://aider.chat/docs/more/edit-formats.html"
|
||||
models_and_keys = "https://aider.chat/docs/troubleshooting/models-and-keys.html"
|
||||
|
||||
@@ -112,7 +112,7 @@ def format_messages(messages, title=None):
|
||||
output.append(f"{title.upper()} {'*' * 50}")
|
||||
|
||||
for msg in messages:
|
||||
output.append("")
|
||||
output.append("-------")
|
||||
role = msg["role"].upper()
|
||||
content = msg.get("content")
|
||||
if isinstance(content, list): # Handle list content (e.g., image messages)
|
||||
@@ -300,12 +300,15 @@ class Spinner:
|
||||
|
||||
|
||||
def find_common_root(abs_fnames):
|
||||
if len(abs_fnames) == 1:
|
||||
return safe_abs_path(os.path.dirname(list(abs_fnames)[0]))
|
||||
elif abs_fnames:
|
||||
return safe_abs_path(os.path.commonpath(list(abs_fnames)))
|
||||
else:
|
||||
return safe_abs_path(os.getcwd())
|
||||
try:
|
||||
if len(abs_fnames) == 1:
|
||||
return safe_abs_path(os.path.dirname(list(abs_fnames)[0]))
|
||||
elif abs_fnames:
|
||||
return safe_abs_path(os.path.commonpath(list(abs_fnames)))
|
||||
except OSError:
|
||||
pass
|
||||
|
||||
return safe_abs_path(os.getcwd())
|
||||
|
||||
|
||||
def format_tokens(count):
|
||||
|
||||
@@ -18,6 +18,7 @@ warnings.filterwarnings("ignore", category=SyntaxWarning)
|
||||
|
||||
|
||||
from pydub import AudioSegment # noqa
|
||||
from pydub.exceptions import CouldntDecodeError, CouldntEncodeError # noqa
|
||||
|
||||
try:
|
||||
import soundfile as sf
|
||||
@@ -140,13 +141,28 @@ class Voice:
|
||||
while not self.q.empty():
|
||||
file.write(self.q.get())
|
||||
|
||||
if self.audio_format != "wav":
|
||||
filename = tempfile.mktemp(suffix=f".{self.audio_format}")
|
||||
audio = AudioSegment.from_wav(temp_wav)
|
||||
audio.export(filename, format=self.audio_format)
|
||||
os.remove(temp_wav)
|
||||
else:
|
||||
filename = temp_wav
|
||||
use_audio_format = self.audio_format
|
||||
|
||||
# Check file size and offer to convert to mp3 if too large
|
||||
file_size = os.path.getsize(temp_wav)
|
||||
if file_size > 24.9 * 1024 * 1024 and self.audio_format == "wav":
|
||||
print("\nWarning: {temp_wav} is too large, switching to mp3 format.")
|
||||
use_audio_format = "mp3"
|
||||
|
||||
filename = temp_wav
|
||||
if use_audio_format != "wav":
|
||||
try:
|
||||
new_filename = tempfile.mktemp(suffix=f".{use_audio_format}")
|
||||
audio = AudioSegment.from_wav(temp_wav)
|
||||
audio.export(new_filename, format=use_audio_format)
|
||||
os.remove(temp_wav)
|
||||
filename = new_filename
|
||||
except (CouldntDecodeError, CouldntEncodeError) as e:
|
||||
print(f"Error converting audio: {e}")
|
||||
except (OSError, FileNotFoundError) as e:
|
||||
print(f"File system error during conversion: {e}")
|
||||
except Exception as e:
|
||||
print(f"Unexpected error during audio conversion: {e}")
|
||||
|
||||
with open(filename, "rb") as fh:
|
||||
try:
|
||||
@@ -157,7 +173,7 @@ class Voice:
|
||||
print(f"Unable to transcribe {filename}: {err}")
|
||||
return
|
||||
|
||||
if self.audio_format != "wav":
|
||||
if filename != temp_wav:
|
||||
os.remove(filename)
|
||||
|
||||
text = transcript.text
|
||||
|
||||
@@ -66,10 +66,10 @@ class FileWatcher:
|
||||
# Compiled regex pattern for AI comments
|
||||
ai_comment_pattern = re.compile(r"(?:#|//|--) *(ai\b.*|ai\b.*|.*\bai[?!]?) *$", re.IGNORECASE)
|
||||
|
||||
def __init__(self, coder, gitignores=None, verbose=False, analytics=None):
|
||||
def __init__(self, coder, gitignores=None, verbose=False, analytics=None, root=None):
|
||||
self.coder = coder
|
||||
self.io = coder.io
|
||||
self.root = Path(coder.root)
|
||||
self.root = Path(root) if root else Path(coder.root)
|
||||
self.verbose = verbose
|
||||
self.analytics = analytics
|
||||
self.stop_event = None
|
||||
@@ -95,7 +95,9 @@ class FileWatcher:
|
||||
if self.verbose:
|
||||
dump(rel_path)
|
||||
|
||||
if self.gitignore_spec and self.gitignore_spec.match_file(str(rel_path)):
|
||||
if self.gitignore_spec and self.gitignore_spec.match_file(
|
||||
rel_path.as_posix() + ("/" if path_abs.is_dir() else "")
|
||||
):
|
||||
return False
|
||||
|
||||
if self.verbose:
|
||||
@@ -108,28 +110,52 @@ class FileWatcher:
|
||||
except Exception:
|
||||
return
|
||||
|
||||
def get_roots_to_watch(self):
|
||||
"""Determine which root paths to watch based on gitignore rules"""
|
||||
if self.gitignore_spec:
|
||||
roots = [
|
||||
str(path)
|
||||
for path in self.root.iterdir()
|
||||
if not self.gitignore_spec.match_file(
|
||||
path.relative_to(self.root).as_posix() + ("/" if path.is_dir() else "")
|
||||
)
|
||||
]
|
||||
# Fallback to watching root if all top-level items are filtered out
|
||||
return roots if roots else [str(self.root)]
|
||||
return [str(self.root)]
|
||||
|
||||
def handle_changes(self, changes):
|
||||
"""Process the detected changes and update state"""
|
||||
if not changes:
|
||||
return False
|
||||
|
||||
changed_files = {str(Path(change[1])) for change in changes}
|
||||
self.changed_files.update(changed_files)
|
||||
self.io.interrupt_input()
|
||||
return True
|
||||
|
||||
def watch_files(self):
|
||||
"""Watch for file changes and process them"""
|
||||
try:
|
||||
roots_to_watch = self.get_roots_to_watch()
|
||||
|
||||
for changes in watch(
|
||||
*roots_to_watch, watch_filter=self.filter_func, stop_event=self.stop_event
|
||||
):
|
||||
if self.handle_changes(changes):
|
||||
return
|
||||
|
||||
except Exception as e:
|
||||
if self.verbose:
|
||||
dump(f"File watcher error: {e}")
|
||||
raise e
|
||||
|
||||
def start(self):
|
||||
"""Start watching for file changes"""
|
||||
self.stop_event = threading.Event()
|
||||
self.changed_files = set()
|
||||
|
||||
def watch_files():
|
||||
try:
|
||||
for changes in watch(
|
||||
str(self.root), watch_filter=self.filter_func, stop_event=self.stop_event
|
||||
):
|
||||
if not changes:
|
||||
continue
|
||||
changed_files = {str(Path(change[1])) for change in changes}
|
||||
self.changed_files.update(changed_files)
|
||||
self.io.interrupt_input()
|
||||
return
|
||||
except Exception as e:
|
||||
if self.verbose:
|
||||
dump(f"File watcher error: {e}")
|
||||
raise e
|
||||
|
||||
self.watcher_thread = threading.Thread(target=watch_files, daemon=True)
|
||||
self.watcher_thread = threading.Thread(target=self.watch_files, daemon=True)
|
||||
self.watcher_thread.start()
|
||||
|
||||
def stop(self):
|
||||
@@ -223,6 +249,9 @@ class FileWatcher:
|
||||
comments = []
|
||||
has_action = None # None, "!" or "?"
|
||||
content = self.io.read_text(filepath, silent=True)
|
||||
if not content:
|
||||
return None, None, None
|
||||
|
||||
for i, line in enumerate(content.splitlines(), 1):
|
||||
if match := self.ai_comment_pattern.search(line):
|
||||
comment = match.group(0).strip()
|
||||
|
||||
@@ -1,11 +1,12 @@
|
||||
watch_code_prompt = """
|
||||
Find the "AI" comments below (marked with █) in the code files I've shared with you.
|
||||
They contain your instructions.
|
||||
Make the requested changes.
|
||||
Be sure to remove all these "AI" comments from the code!
|
||||
I've written your instructions in comments in the code and marked them with "ai"
|
||||
You can see the "AI" comments shown below (marked with █).
|
||||
Find them in the code files I've shared with you, and follow their instructions.
|
||||
|
||||
After completing those instructions, also be sure to remove all the "AI" comments from the code too.
|
||||
"""
|
||||
|
||||
watch_ask_prompt = """/ask
|
||||
Find the "AI" comments below (marked with █) in the code files I've shared with you.
|
||||
They contain your questions you need to answer and other instructions.
|
||||
They contain my questions that I need you to answer and other instructions for you.
|
||||
"""
|
||||
|
||||
@@ -23,6 +23,113 @@ cog.out(text)
|
||||
]]]-->
|
||||
|
||||
|
||||
### main branch
|
||||
|
||||
- Have o1 & o3-mini generate markdown by sending the magic "Formatting re-enabled." string.
|
||||
- Bugfix for multi-line inputs, which should not include the ". " continuation prompt.
|
||||
|
||||
### Aider v0.74.0
|
||||
|
||||
- Dynamically changes the Ollama context window to hold the current chat.
|
||||
- Better support for o3-mini, DeepSeek V3 & R1, o1-mini, o1 especially via third-party API providers.
|
||||
- Remove `<think>` tags from R1 responses for commit messages (and other weak model uses).
|
||||
- Can now specify `use_temperature: <float>` in model settings, not just true/false.
|
||||
- The full docker container now includes `boto3` for Bedrock.
|
||||
- Docker containers now set `HOME=/app` which is the normal project mount-point, to persist `~/.aider`.
|
||||
- Bugfix to prevent creating incorrect filenames like `python`, `php`, etc.
|
||||
- Bugfix for `--timeout`
|
||||
- Bugfix so that `/model` now correctly reports that the weak model is not changed.
|
||||
- Bugfix so that multi-line mode persists through ^C at confirmation prompts.
|
||||
- Watch files now fully ignores top-level directories named in ignore files, to reduce the chance of hitting OS watch limits. Helpful to ignore giant subtrees like `node_modules`.
|
||||
- Fast startup with more providers and when model metadata provided in local files.
|
||||
- Improved .gitignore handling:
|
||||
- Honor ignores already in effect regardless of how they've been configured.
|
||||
- Check for .env only when the file exists.
|
||||
- Yes/No prompts now accept All/Skip as alias for Y/N even when not processing a group of confirmations.
|
||||
- Aider wrote 77% of the code in this release.
|
||||
|
||||
### Aider v0.73.0
|
||||
|
||||
- Full support for o3-mini: `aider --model o3-mini`
|
||||
- New `--reasoning-effort` argument: low, medium, high.
|
||||
- Improved handling of context window size limits, with better messaging and Ollama-specific guidance.
|
||||
- Added support for removing model-specific reasoning tags from responses with `remove_reasoning: tagname` model setting.
|
||||
- Auto-create parent directories when creating new files, by xqyz.
|
||||
- Support for R1 free on OpenRouter: `--model openrouter/deepseek/deepseek-r1:free`
|
||||
- Aider wrote 69% of the code in this release.
|
||||
|
||||
### Aider v0.72.3
|
||||
|
||||
- Enforce user/assistant turn order to avoid R1 errors, by miradnanali.
|
||||
- Case-insensitive model name matching while preserving original case.
|
||||
|
||||
### Aider v0.72.2
|
||||
- Harden against user/assistant turn order problems which cause R1 errors.
|
||||
|
||||
### Aider v0.72.1
|
||||
- Fix model metadata for `openrouter/deepseek/deepseek-r1`
|
||||
|
||||
### Aider v0.72.0
|
||||
- Support for DeepSeek R1.
|
||||
- Use shortcut: `--model r1`
|
||||
- Also via OpenRouter: `--model openrouter/deepseek/deepseek-r1`
|
||||
- Added Kotlin syntax support to repo map, by Paul Walker.
|
||||
- Added `--line-endings` for file writing, by Titusz Pan.
|
||||
- Added examples_as_sys_msg=True for GPT-4o models, improves benchmark scores.
|
||||
- Bumped all dependencies, to pick up litellm support for o1 system messages.
|
||||
- Bugfix for turn taking when reflecting lint/test errors.
|
||||
- Aider wrote 52% of the code in this release.
|
||||
|
||||
### Aider v0.71.1
|
||||
|
||||
- Fix permissions issue in Docker images.
|
||||
- Added read-only file announcements.
|
||||
- Bugfix: ASCII fallback for unicode errors.
|
||||
- Bugfix: integer indices for list slicing in repomap calculations.
|
||||
|
||||
### Aider v0.71.0
|
||||
|
||||
- Prompts to help DeepSeek work better when alternating between `/ask` and `/code`.
|
||||
- Streaming pretty LLM responses is smoother and faster for long replies.
|
||||
- Streaming automatically turns of for model that don't support it
|
||||
- Can now switch to/from `/model o1` and a streaming model
|
||||
- Pretty output remains enabled even when editing files with triple-backtick fences
|
||||
- Bare `/ask`, `/code` and `/architect` commands now switch the chat mode.
|
||||
- Increased default size of the repomap.
|
||||
- Increased max chat history tokens limit from 4k to 8k.
|
||||
- Turn off fancy input and watch files if terminal is dumb.
|
||||
- Added support for custom voice format and input device settings.
|
||||
- Disabled Streamlit email prompt, by apaz-cli.
|
||||
- Docker container runs as non-root user.
|
||||
- Fixed lint command handling of nested spaced strings, by Aaron Weisberg.
|
||||
- Added token count feedback when adding command output to chat.
|
||||
- Improved error handling for large audio files with automatic format conversion.
|
||||
- Improved handling of git repo index errors, by Krazer.
|
||||
- Improved unicode handling in console output with ASCII fallback.
|
||||
- Added AssertionError, AttributeError to git error handling.
|
||||
- Aider wrote 60% of the code in this release.
|
||||
|
||||
### Aider v0.70.0
|
||||
|
||||
- Full support for o1 models.
|
||||
- Watch files now honors `--subtree-only`, and only watches that subtree.
|
||||
- Improved prompting for watch files, to work more reliably with more models.
|
||||
- New install methods via uv, including one-liners.
|
||||
- Support for openrouter/deepseek/deepseek-chat model.
|
||||
- Better error handling when interactive commands are attempted via `/load` or `--load`.
|
||||
- Display read-only files with abs path if its shorter than rel path.
|
||||
- Ask 10% of users to opt-in to analytics.
|
||||
- Bugfix for auto-suggest.
|
||||
- Gracefully handle unicode errors in git path names.
|
||||
- Aider wrote 74% of the code in this release.
|
||||
|
||||
### Aider v0.69.1
|
||||
|
||||
- Fix for gemini model names in model metadata.
|
||||
- Show hints about AI! and AI? when user makes AI comments.
|
||||
- Support for running without git installed.
|
||||
- Improved environment variable setup messages on Windows.
|
||||
|
||||
### Aider v0.69.0
|
||||
|
||||
- [Watch files](https://aider.chat/docs/usage/watch.html) improvements:
|
||||
|
||||
@@ -1,6 +1,12 @@
|
||||
theme: just-the-docs
|
||||
url: "https://aider.chat"
|
||||
|
||||
# Analytics configuration
|
||||
analytics:
|
||||
enabled: false # Single switch to control analytics and cookie consent
|
||||
posthog_key: 'phc_99T7muzafUMMZX15H8XePbMSreEUzahHbtWjy3l5Qbv'
|
||||
posthog_host: 'https://us.i.posthog.com'
|
||||
|
||||
plugins:
|
||||
- jekyll-redirect-from
|
||||
- jekyll-sitemap
|
||||
@@ -45,4 +51,4 @@ callouts:
|
||||
note:
|
||||
title: Note
|
||||
color: yellow
|
||||
|
||||
|
||||
|
||||
@@ -3457,3 +3457,354 @@
|
||||
Paul Gauthier (aider): 207
|
||||
start_tag: v0.68.0
|
||||
total_lines: 305
|
||||
- aider_percentage: 74.22
|
||||
aider_total: 875
|
||||
end_date: '2024-12-26'
|
||||
end_tag: v0.70.0
|
||||
file_counts:
|
||||
aider/__init__.py:
|
||||
Paul Gauthier: 1
|
||||
aider/analytics.py:
|
||||
Paul Gauthier: 6
|
||||
Paul Gauthier (aider): 41
|
||||
aider/args.py:
|
||||
Evan Johnson: 2
|
||||
aider/coders/search_replace.py:
|
||||
Paul Gauthier: 5
|
||||
aider/commands.py:
|
||||
Paul Gauthier (aider): 41
|
||||
aider/help_pats.py:
|
||||
Paul Gauthier: 3
|
||||
aider/io.py:
|
||||
Paul Gauthier: 7
|
||||
Paul Gauthier (aider): 9
|
||||
aider/main.py:
|
||||
Paul Gauthier: 15
|
||||
Paul Gauthier (aider): 5
|
||||
apaz-cli: 3
|
||||
mdk: 6
|
||||
aider/models.py:
|
||||
Paul Gauthier: 29
|
||||
aider/repo.py:
|
||||
Paul Gauthier: 14
|
||||
aider/utils.py:
|
||||
Paul Gauthier: 2
|
||||
aider/watch.py:
|
||||
Paul Gauthier: 13
|
||||
aider/website/_includes/head_custom.html:
|
||||
Paul Gauthier (aider): 4
|
||||
aider/website/_includes/leaderboard.js:
|
||||
Paul Gauthier (aider): 14
|
||||
aider/website/docs/leaderboards/index.md:
|
||||
Paul Gauthier: 28
|
||||
Paul Gauthier (aider): 2
|
||||
benchmark/Dockerfile:
|
||||
Paul Gauthier: 8
|
||||
Paul Gauthier (aider): 43
|
||||
benchmark/benchmark.py:
|
||||
Paul Gauthier: 69
|
||||
Paul Gauthier (aider): 153
|
||||
benchmark/clone-exercism.sh:
|
||||
Paul Gauthier: 2
|
||||
Paul Gauthier (aider): 18
|
||||
benchmark/cpp-test.sh:
|
||||
Paul Gauthier: 10
|
||||
Paul Gauthier (aider): 1
|
||||
benchmark/docker.sh:
|
||||
Paul Gauthier (aider): 4
|
||||
benchmark/install-docker-ubuntu.sh:
|
||||
Paul Gauthier (aider): 63
|
||||
benchmark/npm-test.sh:
|
||||
Paul Gauthier: 10
|
||||
Paul Gauthier (aider): 3
|
||||
benchmark/problem_stats.py:
|
||||
Paul Gauthier: 35
|
||||
Paul Gauthier (aider): 318
|
||||
benchmark/rsync.sh:
|
||||
Paul Gauthier: 7
|
||||
Paul Gauthier (aider): 26
|
||||
scripts/blame.py:
|
||||
Paul Gauthier (aider): 6
|
||||
scripts/my_models.py:
|
||||
Paul Gauthier (aider): 95
|
||||
scripts/update-blame.sh:
|
||||
Paul Gauthier (aider): 3
|
||||
scripts/update-docs.sh:
|
||||
Paul Gauthier: 1
|
||||
tests/basic/test_analytics.py:
|
||||
Paul Gauthier (aider): 19
|
||||
tests/basic/test_main.py:
|
||||
Paul Gauthier (aider): 7
|
||||
tests/basic/test_sanity_check_repo.py:
|
||||
mdk: 28
|
||||
grand_total:
|
||||
Evan Johnson: 2
|
||||
Paul Gauthier: 265
|
||||
Paul Gauthier (aider): 875
|
||||
apaz-cli: 3
|
||||
mdk: 34
|
||||
start_tag: v0.69.0
|
||||
total_lines: 1179
|
||||
- aider_percentage: 60.36
|
||||
aider_total: 236
|
||||
end_date: '2025-01-10'
|
||||
end_tag: v0.71.0
|
||||
file_counts:
|
||||
aider/__init__.py:
|
||||
Paul Gauthier: 1
|
||||
aider/args.py:
|
||||
Paul Gauthier: 2
|
||||
aider/coders/base_coder.py:
|
||||
Paul Gauthier: 7
|
||||
Paul Gauthier (aider): 13
|
||||
aider/commands.py:
|
||||
Paul Gauthier: 1
|
||||
Paul Gauthier (aider): 22
|
||||
aider/io.py:
|
||||
Paul Gauthier: 3
|
||||
Paul Gauthier (aider): 16
|
||||
aider/linter.py:
|
||||
Aaron Weisberg: 5
|
||||
aider/main.py:
|
||||
Paul Gauthier: 7
|
||||
Paul Gauthier (aider): 13
|
||||
apaz-cli: 18
|
||||
aider/mdstream.py:
|
||||
Paul Gauthier: 38
|
||||
Paul Gauthier (aider): 58
|
||||
aider/models.py:
|
||||
Paul Gauthier: 11
|
||||
Paul Gauthier (aider): 2
|
||||
aider/repo.py:
|
||||
Krazer: 10
|
||||
Paul Gauthier: 5
|
||||
aider/run_cmd.py:
|
||||
Aaron Weisberg: 2
|
||||
aider/utils.py:
|
||||
Paul Gauthier: 9
|
||||
aider/voice.py:
|
||||
Paul Gauthier: 11
|
||||
Paul Gauthier (aider): 13
|
||||
aider/watch.py:
|
||||
Paul Gauthier: 1
|
||||
benchmark/Dockerfile:
|
||||
Josh Vera: 1
|
||||
Paul Maunders: 12
|
||||
benchmark/benchmark.py:
|
||||
Nimesh Ghelani: 1
|
||||
Paul Gauthier: 6
|
||||
Paul Gauthier (aider): 30
|
||||
benchmark/problem_stats.py:
|
||||
Paul Gauthier (aider): 5
|
||||
docker/Dockerfile:
|
||||
Paul Gauthier (aider): 32
|
||||
scripts/update-history.py:
|
||||
Paul Gauthier (aider): 1
|
||||
tests/basic/test_commands.py:
|
||||
Paul Gauthier: 2
|
||||
tests/basic/test_io.py:
|
||||
Paul Gauthier (aider): 6
|
||||
tests/basic/test_linter.py:
|
||||
Aaron Weisberg: 2
|
||||
tests/basic/test_models.py:
|
||||
Paul Gauthier (aider): 25
|
||||
grand_total:
|
||||
Aaron Weisberg: 9
|
||||
Josh Vera: 1
|
||||
Krazer: 10
|
||||
Nimesh Ghelani: 1
|
||||
Paul Gauthier: 104
|
||||
Paul Gauthier (aider): 236
|
||||
Paul Maunders: 12
|
||||
apaz-cli: 18
|
||||
start_tag: v0.70.0
|
||||
total_lines: 391
|
||||
- aider_percentage: 51.69
|
||||
aider_total: 138
|
||||
end_date: '2025-01-20'
|
||||
end_tag: v0.72.0
|
||||
file_counts:
|
||||
.github/workflows/docker-build-test.yml:
|
||||
Paul Gauthier (aider): 38
|
||||
.github/workflows/pages.yml:
|
||||
Paul Gauthier: 3
|
||||
Paul Gauthier (aider): 1
|
||||
.github/workflows/ubuntu-tests.yml:
|
||||
Paul Gauthier (aider): 8
|
||||
.github/workflows/windows-tests.yml:
|
||||
Paul Gauthier (aider): 8
|
||||
aider/__init__.py:
|
||||
Paul Gauthier: 1
|
||||
aider/args.py:
|
||||
Titusz Pan: 6
|
||||
aider/coders/base_coder.py:
|
||||
Paul Gauthier: 11
|
||||
aider/coders/single_wholefile_func_coder.py:
|
||||
Paul Gauthier: 1
|
||||
aider/coders/wholefile_func_coder.py:
|
||||
Paul Gauthier: 1
|
||||
aider/commands.py:
|
||||
Paul Gauthier: 3
|
||||
aider/history.py:
|
||||
Paul Gauthier: 7
|
||||
aider/io.py:
|
||||
Paul Gauthier (aider): 14
|
||||
Titusz Pan: 2
|
||||
aider/main.py:
|
||||
Titusz Pan: 1
|
||||
aider/models.py:
|
||||
Paul Gauthier: 16
|
||||
aider/queries/tree-sitter-kotlin-tags.scm:
|
||||
Paul Walker: 27
|
||||
aider/repomap.py:
|
||||
Paul Gauthier (aider): 2
|
||||
aider/sendchat.py:
|
||||
Paul Gauthier: 9
|
||||
Paul Gauthier (aider): 22
|
||||
aider/utils.py:
|
||||
Paul Gauthier: 1
|
||||
aider/website/docs/leaderboards/index.md:
|
||||
Paul Gauthier: 2
|
||||
benchmark/benchmark.py:
|
||||
Paul Gauthier: 9
|
||||
benchmark/rsync.sh:
|
||||
Paul Gauthier: 21
|
||||
docker/Dockerfile:
|
||||
Paul Gauthier: 2
|
||||
Paul Gauthier (aider): 6
|
||||
scripts/my_models.py:
|
||||
Paul Gauthier: 3
|
||||
scripts/update-docs.sh:
|
||||
Paul Gauthier: 2
|
||||
tests/basic/test_io.py:
|
||||
Paul Gauthier (aider): 39
|
||||
tests/basic/test_repomap.py:
|
||||
Paul Walker: 1
|
||||
grand_total:
|
||||
Paul Gauthier: 92
|
||||
Paul Gauthier (aider): 138
|
||||
Paul Walker: 28
|
||||
Titusz Pan: 9
|
||||
start_tag: v0.71.0
|
||||
total_lines: 267
|
||||
- aider_percentage: 69.44
|
||||
aider_total: 284
|
||||
end_date: '2025-01-31'
|
||||
end_tag: v0.73.0
|
||||
file_counts:
|
||||
aider/__init__.py:
|
||||
Paul Gauthier: 1
|
||||
aider/args.py:
|
||||
Paul Gauthier: 3
|
||||
Paul Gauthier (aider): 2
|
||||
aider/coders/base_coder.py:
|
||||
Paul Gauthier: 37
|
||||
Paul Gauthier (aider): 26
|
||||
aider/commands.py:
|
||||
xqyz: 1
|
||||
aider/io.py:
|
||||
Paul Gauthier: 7
|
||||
aider/main.py:
|
||||
Paul Gauthier: 13
|
||||
Paul Gauthier (aider): 15
|
||||
aider/models.py:
|
||||
Paul Gauthier: 8
|
||||
Paul Gauthier (aider): 33
|
||||
aider/sendchat.py:
|
||||
Mir Adnan ALI: 28
|
||||
Paul Gauthier: 11
|
||||
Paul Gauthier (aider): 6
|
||||
aider/urls.py:
|
||||
Paul Gauthier: 1
|
||||
aider/website/_includes/leaderboard.js:
|
||||
Paul Gauthier (aider): 1
|
||||
aider/website/docs/leaderboards/index.md:
|
||||
Paul Gauthier: 3
|
||||
Paul Gauthier (aider): 2
|
||||
benchmark/benchmark.py:
|
||||
Paul Gauthier (aider): 21
|
||||
benchmark/rsync.sh:
|
||||
Paul Gauthier: 2
|
||||
tests/basic/test_coder.py:
|
||||
Paul Gauthier: 10
|
||||
Paul Gauthier (aider): 39
|
||||
tests/basic/test_main.py:
|
||||
Paul Gauthier (aider): 62
|
||||
tests/basic/test_sendchat.py:
|
||||
Paul Gauthier (aider): 77
|
||||
grand_total:
|
||||
Mir Adnan ALI: 28
|
||||
Paul Gauthier: 96
|
||||
Paul Gauthier (aider): 284
|
||||
xqyz: 1
|
||||
start_tag: v0.72.0
|
||||
total_lines: 409
|
||||
- aider_percentage: 77.14
|
||||
aider_total: 604
|
||||
end_date: '2025-02-06'
|
||||
end_tag: v0.74.0
|
||||
file_counts:
|
||||
aider/__init__.py:
|
||||
Paul Gauthier: 1
|
||||
aider/args.py:
|
||||
Paul Gauthier: 1
|
||||
aider/coders/base_coder.py:
|
||||
Paul Gauthier: 24
|
||||
Paul Gauthier (aider): 9
|
||||
aider/coders/editblock_coder.py:
|
||||
Paul Gauthier: 5
|
||||
aider/coders/wholefile_coder.py:
|
||||
Paul Gauthier: 2
|
||||
aider/commands.py:
|
||||
Paul Gauthier: 1
|
||||
aider/exceptions.py:
|
||||
Paul Gauthier: 4
|
||||
Paul Gauthier (aider): 6
|
||||
aider/history.py:
|
||||
Paul Gauthier (aider): 1
|
||||
aider/io.py:
|
||||
Paul Gauthier: 4
|
||||
Paul Gauthier (aider): 18
|
||||
aider/llm.py:
|
||||
Paul Gauthier: 3
|
||||
aider/main.py:
|
||||
Paul Gauthier: 21
|
||||
Paul Gauthier (aider): 25
|
||||
aider/models.py:
|
||||
Paul Gauthier: 83
|
||||
Paul Gauthier (aider): 77
|
||||
aider/repo.py:
|
||||
Paul Gauthier: 1
|
||||
Paul Gauthier (aider): 2
|
||||
"Viktor Sz\xE9pe": 3
|
||||
aider/watch.py:
|
||||
Paul Gauthier (aider): 45
|
||||
benchmark/docker.sh:
|
||||
Paul Gauthier: 2
|
||||
docker/Dockerfile:
|
||||
Paul Gauthier: 5
|
||||
Paul Gauthier (aider): 4
|
||||
tests/basic/test_editblock.py:
|
||||
Paul Gauthier: 7
|
||||
tests/basic/test_history.py:
|
||||
Paul Gauthier (aider): 13
|
||||
tests/basic/test_io.py:
|
||||
Paul Gauthier (aider): 46
|
||||
tests/basic/test_main.py:
|
||||
Paul Gauthier: 8
|
||||
Paul Gauthier (aider): 1
|
||||
tests/basic/test_models.py:
|
||||
Paul Gauthier (aider): 297
|
||||
tests/basic/test_repo.py:
|
||||
Paul Gauthier (aider): 11
|
||||
tests/basic/test_sendchat.py:
|
||||
Paul Gauthier (aider): 7
|
||||
tests/basic/test_watch.py:
|
||||
Paul Gauthier: 4
|
||||
Paul Gauthier (aider): 42
|
||||
grand_total:
|
||||
Paul Gauthier: 176
|
||||
Paul Gauthier (aider): 604
|
||||
"Viktor Sz\xE9pe": 3
|
||||
start_tag: v0.73.0
|
||||
total_lines: 783
|
||||
|
||||
130
aider/website/_data/deepseek-down.yml
Normal file
130
aider/website/_data/deepseek-down.yml
Normal file
@@ -0,0 +1,130 @@
|
||||
- dirname: 2024-12-25-13-31-51--deepseekv3preview-diff2
|
||||
test_cases: 225
|
||||
model: DeepSeek
|
||||
edit_format: diff
|
||||
commit_hash: 0a23c4a-dirty
|
||||
pass_rate_1: 22.7
|
||||
pass_rate_2: 48.4
|
||||
pass_num_1: 51
|
||||
pass_num_2: 109
|
||||
percent_cases_well_formed: 98.7
|
||||
error_outputs: 7
|
||||
num_malformed_responses: 7
|
||||
num_with_malformed_responses: 3
|
||||
user_asks: 19
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 8
|
||||
total_tests: 225
|
||||
command: aider --model deepseek/deepseek-chat
|
||||
date: 2024-12-25
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 34.8
|
||||
total_cost: 0.3369
|
||||
|
||||
|
||||
- dirname: 2025-01-28-17-47-49--v3-fireworks
|
||||
test_cases: 225
|
||||
model: Fireworks
|
||||
edit_format: diff
|
||||
commit_hash: 0336a98-dirty
|
||||
pass_rate_1: 22.2
|
||||
pass_rate_2: 48.4
|
||||
pass_num_1: 50
|
||||
pass_num_2: 109
|
||||
percent_cases_well_formed: 96.9
|
||||
error_outputs: 18
|
||||
num_malformed_responses: 16
|
||||
num_with_malformed_responses: 7
|
||||
user_asks: 14
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 2
|
||||
test_timeouts: 9
|
||||
total_tests: 225
|
||||
command: aider --model fireworks_ai/accounts/fireworks/models/deepseek-v3
|
||||
date: 2025-01-28
|
||||
versions: 0.72.4.dev
|
||||
seconds_per_case: 115.9
|
||||
total_cost: 2.1177
|
||||
|
||||
- dirname: 2025-01-28-19-25-32--or-v3-deepinfra-diff
|
||||
test_cases: 222
|
||||
model: "OpenRouter: DeepInfra"
|
||||
edit_format: diff
|
||||
commit_hash: bfc5745, 77d2bc5-dirty
|
||||
pass_rate_1: 23.9
|
||||
pass_rate_2: 48.0
|
||||
pass_num_1: 53
|
||||
pass_num_2: 108
|
||||
percent_cases_well_formed: 99.5
|
||||
error_outputs: 18
|
||||
num_malformed_responses: 1
|
||||
num_with_malformed_responses: 1
|
||||
user_asks: 17
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 2
|
||||
test_timeouts: 4
|
||||
total_tests: 225
|
||||
command: aider --model openrouter/deepseek/deepseek-chat
|
||||
date: 2025-01-28
|
||||
versions: 0.72.4.dev
|
||||
seconds_per_case: 187.0
|
||||
total_cost: 0.2733
|
||||
|
||||
- dirname: 2025-01-28-21-07-23--or-v3-novita-diff
|
||||
test_cases: 225
|
||||
model: "OpenRouter: Novita"
|
||||
edit_format: diff
|
||||
commit_hash: 66025a0
|
||||
pass_rate_1: 20.4
|
||||
pass_rate_2: 42.7
|
||||
pass_num_1: 46
|
||||
pass_num_2: 96
|
||||
percent_cases_well_formed: 84.0
|
||||
error_outputs: 265
|
||||
num_malformed_responses: 67
|
||||
num_with_malformed_responses: 36
|
||||
user_asks: 5
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 8
|
||||
total_tests: 225
|
||||
command: aider --model openrouter/deepseek/deepseek-chat
|
||||
date: 2025-01-28
|
||||
versions: 0.72.4.dev
|
||||
seconds_per_case: 472.5
|
||||
total_cost: 0.0000
|
||||
|
||||
- dirname: 2025-01-29-00-36-49--v3-hyperolic-diff
|
||||
test_cases: 224
|
||||
model: Hyperbolic
|
||||
edit_format: diff
|
||||
commit_hash: 298f713
|
||||
pass_rate_1: 20.5
|
||||
pass_rate_2: 48.4
|
||||
pass_num_1: 46
|
||||
pass_num_2: 109
|
||||
percent_cases_well_formed: 97.3
|
||||
error_outputs: 29
|
||||
num_malformed_responses: 6
|
||||
num_with_malformed_responses: 6
|
||||
user_asks: 7
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 7
|
||||
total_tests: 225
|
||||
command: OPENAI_API_BASE=https://api.hyperbolic.xyz/v1/ aider --model openai/deepseek-ai/DeepSeek-V3
|
||||
date: 2025-01-29
|
||||
versions: 0.72.4.dev
|
||||
seconds_per_case: 365.4
|
||||
total_cost: 0.0000
|
||||
@@ -2180,4 +2180,53 @@
|
||||
date: 2024-12-11
|
||||
versions: 0.68.1.dev
|
||||
seconds_per_case: 7.3
|
||||
total_cost: 0.0000
|
||||
total_cost: 0.0000
|
||||
|
||||
- dirname: 2024-12-18-01-50-08--o1
|
||||
test_cases: 133
|
||||
model: o1
|
||||
edit_format: diff
|
||||
commit_hash: 074c636-dirty
|
||||
pass_rate_1: 65.4
|
||||
pass_rate_2: 84.2
|
||||
percent_cases_well_formed: 99.2
|
||||
error_outputs: 1
|
||||
num_malformed_responses: 1
|
||||
num_with_malformed_responses: 1
|
||||
user_asks: 0
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 2
|
||||
command: aider --model openrouter/openai/o1
|
||||
date: 2024-12-18
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 29.9
|
||||
total_cost: 0.0000
|
||||
|
||||
- dirname: 2024-12-21-22-06-01--polyglot-o1-mini-whole
|
||||
test_cases: 225
|
||||
model: o1-mini-2024-09-12
|
||||
edit_format: whole
|
||||
commit_hash: a755079-dirty
|
||||
pass_rate_1: 8.9
|
||||
pass_rate_2: 27.1
|
||||
pass_num_1: 20
|
||||
pass_num_2: 61
|
||||
percent_cases_well_formed: 95.6
|
||||
error_outputs: 15
|
||||
num_malformed_responses: 14
|
||||
num_with_malformed_responses: 10
|
||||
user_asks: 37
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 5
|
||||
total_tests: 225
|
||||
command: aider --model o1-mini
|
||||
date: 2024-12-21
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 34.3
|
||||
total_cost: 17.6270
|
||||
259
aider/website/_data/o1_polyglot_leaderboard.yml
Normal file
259
aider/website/_data/o1_polyglot_leaderboard.yml
Normal file
@@ -0,0 +1,259 @@
|
||||
- dirname: 2024-12-21-18-41-18--polyglot-gpt-4o-mini
|
||||
test_cases: 225
|
||||
model: gpt-4o-mini-2024-07-18
|
||||
edit_format: whole
|
||||
commit_hash: a755079-dirty
|
||||
pass_rate_1: 0.9
|
||||
pass_rate_2: 3.6
|
||||
pass_num_1: 2
|
||||
pass_num_2: 8
|
||||
percent_cases_well_formed: 100.0
|
||||
error_outputs: 0
|
||||
num_malformed_responses: 0
|
||||
num_with_malformed_responses: 0
|
||||
user_asks: 36
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 3
|
||||
total_tests: 225
|
||||
command: aider --model gpt-4o-mini-2024-07-18
|
||||
date: 2024-12-21
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 17.3
|
||||
total_cost: 0.3236
|
||||
|
||||
- dirname: 2024-12-21-18-44-28--polyglot-sonnet
|
||||
test_cases: 225
|
||||
model: claude-3-5-sonnet-20241022
|
||||
edit_format: diff
|
||||
commit_hash: a755079-dirty
|
||||
pass_rate_1: 18.7
|
||||
pass_rate_2: 45.3
|
||||
pass_num_1: 42
|
||||
pass_num_2: 102
|
||||
percent_cases_well_formed: 100.0
|
||||
error_outputs: 1
|
||||
num_malformed_responses: 0
|
||||
num_with_malformed_responses: 0
|
||||
user_asks: 14
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 1
|
||||
test_timeouts: 12
|
||||
total_tests: 225
|
||||
command: aider --model claude-3-5-sonnet-20241022
|
||||
date: 2024-12-21
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 30.8
|
||||
total_cost: 13.4847
|
||||
|
||||
- dirname: 2024-12-21-18-52-34--polyglot-gpt-4o-diff
|
||||
test_cases: 225
|
||||
model: gpt-4o-2024-11-20
|
||||
edit_format: diff
|
||||
commit_hash: a755079-dirty
|
||||
pass_rate_1: 4.9
|
||||
pass_rate_2: 15.1
|
||||
pass_num_1: 11
|
||||
pass_num_2: 34
|
||||
percent_cases_well_formed: 96.0
|
||||
error_outputs: 12
|
||||
num_malformed_responses: 11
|
||||
num_with_malformed_responses: 9
|
||||
user_asks: 34
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 1
|
||||
test_timeouts: 19
|
||||
total_tests: 225
|
||||
command: aider --model gpt-4o-2024-11-20
|
||||
date: 2024-12-21
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 22.2
|
||||
total_cost: 7.1835
|
||||
|
||||
- dirname: 2024-12-21-19-23-03--polyglot-o1-hard-diff
|
||||
test_cases: 224
|
||||
model: o1-2024-12-17 (high)
|
||||
edit_format: diff
|
||||
commit_hash: a755079-dirty
|
||||
pass_rate_1: 23.7
|
||||
pass_rate_2: 61.7
|
||||
pass_num_1: 53
|
||||
pass_num_2: 139
|
||||
percent_cases_well_formed: 91.5
|
||||
error_outputs: 25
|
||||
num_malformed_responses: 24
|
||||
num_with_malformed_responses: 19
|
||||
user_asks: 16
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 2
|
||||
total_tests: 225
|
||||
command: aider --model openrouter/openai/o1
|
||||
date: 2024-12-21
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 133.2
|
||||
total_cost: 0.0000
|
||||
|
||||
- dirname: 2024-12-21-20-56-21--polyglot-deepseek-diff
|
||||
test_cases: 225
|
||||
model: DeepSeek Chat V2.5
|
||||
edit_format: diff
|
||||
commit_hash: a755079-dirty
|
||||
pass_rate_1: 5.3
|
||||
pass_rate_2: 17.8
|
||||
pass_num_1: 12
|
||||
pass_num_2: 40
|
||||
percent_cases_well_formed: 92.9
|
||||
error_outputs: 42
|
||||
num_malformed_responses: 37
|
||||
num_with_malformed_responses: 16
|
||||
user_asks: 23
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 5
|
||||
test_timeouts: 5
|
||||
total_tests: 225
|
||||
command: aider --model deepseek/deepseek-chat
|
||||
date: 2024-12-21
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 184.0
|
||||
total_cost: 0.5101
|
||||
|
||||
- dirname: 2024-12-21-21-46-27--polyglot-haiku-diff
|
||||
test_cases: 225
|
||||
model: claude-3-5-haiku-20241022
|
||||
edit_format: diff
|
||||
commit_hash: a755079-dirty
|
||||
pass_rate_1: 7.1
|
||||
pass_rate_2: 28.0
|
||||
pass_num_1: 16
|
||||
pass_num_2: 63
|
||||
percent_cases_well_formed: 91.1
|
||||
error_outputs: 31
|
||||
num_malformed_responses: 30
|
||||
num_with_malformed_responses: 20
|
||||
user_asks: 13
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 1
|
||||
test_timeouts: 9
|
||||
total_tests: 225
|
||||
command: aider --model claude-3-5-haiku-20241022
|
||||
date: 2024-12-21
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 31.8
|
||||
total_cost: 6.0583
|
||||
|
||||
- dirname: 2024-12-22-13-22-32--polyglot-qwen-diff
|
||||
test_cases: 225
|
||||
model: Qwen2.5-Coder-32B-Instruct
|
||||
edit_format: diff
|
||||
commit_hash: 6d7e8be-dirty
|
||||
pass_rate_1: 4.4
|
||||
pass_rate_2: 8.0
|
||||
pass_num_1: 10
|
||||
pass_num_2: 18
|
||||
percent_cases_well_formed: 71.6
|
||||
error_outputs: 158
|
||||
num_malformed_responses: 148
|
||||
num_with_malformed_responses: 64
|
||||
user_asks: 132
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 1
|
||||
test_timeouts: 2
|
||||
total_tests: 225
|
||||
command: "aider --model openai/Qwen/Qwen2.5-Coder-32B-Instruct # via hyperbolic"
|
||||
date: 2024-12-22
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 84.4
|
||||
total_cost: 0.0000
|
||||
|
||||
- dirname: 2024-12-22-21-26-35--polyglot-o1mini-whole
|
||||
test_cases: 225
|
||||
model: o1-mini-2024-09-12
|
||||
edit_format: whole
|
||||
commit_hash: 37df899
|
||||
pass_rate_1: 5.8
|
||||
pass_rate_2: 32.9
|
||||
pass_num_1: 13
|
||||
pass_num_2: 74
|
||||
percent_cases_well_formed: 96.9
|
||||
error_outputs: 8
|
||||
num_malformed_responses: 8
|
||||
num_with_malformed_responses: 7
|
||||
user_asks: 27
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 3
|
||||
total_tests: 225
|
||||
command: aider --model o1-mini
|
||||
date: 2024-12-22
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 34.7
|
||||
total_cost: 18.5770
|
||||
|
||||
- dirname: 2024-12-22-18-43-25--gemini-exp-1206-polyglot-whole-2
|
||||
test_cases: 225
|
||||
model: gemini-exp-1206
|
||||
edit_format: whole
|
||||
commit_hash: b1bc2f8
|
||||
pass_rate_1: 19.6
|
||||
pass_rate_2: 38.2
|
||||
pass_num_1: 44
|
||||
pass_num_2: 86
|
||||
percent_cases_well_formed: 98.2
|
||||
error_outputs: 8
|
||||
num_malformed_responses: 8
|
||||
num_with_malformed_responses: 4
|
||||
user_asks: 32
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 9
|
||||
total_tests: 225
|
||||
command: aider --model gemini/gemini-exp-1206
|
||||
date: 2024-12-22
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 45.5
|
||||
total_cost: 0.0000
|
||||
|
||||
- dirname: 2024-12-22-20-08-13--gemini-2.0-flash-exp-polyglot-whole
|
||||
test_cases: 225
|
||||
model: gemini-2.0-flash-exp
|
||||
edit_format: whole
|
||||
commit_hash: b1bc2f8
|
||||
pass_rate_1: 11.6
|
||||
pass_rate_2: 22.2
|
||||
pass_num_1: 26
|
||||
pass_num_2: 50
|
||||
percent_cases_well_formed: 100.0
|
||||
error_outputs: 1
|
||||
num_malformed_responses: 0
|
||||
num_with_malformed_responses: 0
|
||||
user_asks: 9
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 1
|
||||
test_timeouts: 8
|
||||
total_tests: 225
|
||||
command: aider --model gemini/gemini-2.0-flash-exp
|
||||
date: 2024-12-22
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 12.2
|
||||
total_cost: 0.0000
|
||||
546
aider/website/_data/polyglot_leaderboard.yml
Normal file
546
aider/website/_data/polyglot_leaderboard.yml
Normal file
@@ -0,0 +1,546 @@
|
||||
- dirname: 2024-12-21-18-41-18--polyglot-gpt-4o-mini
|
||||
test_cases: 225
|
||||
model: gpt-4o-mini-2024-07-18
|
||||
edit_format: whole
|
||||
commit_hash: a755079-dirty
|
||||
pass_rate_1: 0.9
|
||||
pass_rate_2: 3.6
|
||||
pass_num_1: 2
|
||||
pass_num_2: 8
|
||||
percent_cases_well_formed: 100.0
|
||||
error_outputs: 0
|
||||
num_malformed_responses: 0
|
||||
num_with_malformed_responses: 0
|
||||
user_asks: 36
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 3
|
||||
total_tests: 225
|
||||
command: aider --model gpt-4o-mini-2024-07-18
|
||||
date: 2024-12-21
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 17.3
|
||||
total_cost: 0.3236
|
||||
|
||||
- dirname: 2025-01-17-19-44-33--sonnet-baseline-jan-17
|
||||
test_cases: 225
|
||||
model: claude-3-5-sonnet-20241022
|
||||
edit_format: diff
|
||||
commit_hash: 6451d59
|
||||
pass_rate_1: 22.2
|
||||
pass_rate_2: 51.6
|
||||
pass_num_1: 50
|
||||
pass_num_2: 116
|
||||
percent_cases_well_formed: 99.6
|
||||
error_outputs: 2
|
||||
num_malformed_responses: 1
|
||||
num_with_malformed_responses: 1
|
||||
user_asks: 11
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 1
|
||||
test_timeouts: 8
|
||||
total_tests: 225
|
||||
command: aider --model claude-3-5-sonnet-20241022
|
||||
date: 2025-01-17
|
||||
versions: 0.71.2.dev
|
||||
seconds_per_case: 21.4
|
||||
total_cost: 14.4063
|
||||
|
||||
- dirname: 2024-12-30-20-57-12--gpt-4o-2024-11-20-ex-as-sys
|
||||
test_cases: 225
|
||||
model: gpt-4o-2024-11-20
|
||||
edit_format: diff
|
||||
commit_hash: 09ee197-dirty
|
||||
pass_rate_1: 4.9
|
||||
pass_rate_2: 18.2
|
||||
pass_num_1: 11
|
||||
pass_num_2: 41
|
||||
percent_cases_well_formed: 95.1
|
||||
error_outputs: 12
|
||||
num_malformed_responses: 12
|
||||
num_with_malformed_responses: 11
|
||||
user_asks: 53
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 12
|
||||
total_tests: 225
|
||||
command: aider --model gpt-4o-2024-11-20
|
||||
date: 2024-12-30
|
||||
versions: 0.70.1.dev
|
||||
seconds_per_case: 12.1
|
||||
total_cost: 6.7351
|
||||
|
||||
- dirname: 2024-12-30-20-44-54--gpt4o-ex-as-sys-clean-prompt
|
||||
test_cases: 225
|
||||
model: gpt-4o-2024-08-06
|
||||
edit_format: diff
|
||||
commit_hash: 09ee197-dirty
|
||||
pass_rate_1: 4.9
|
||||
pass_rate_2: 23.1
|
||||
pass_num_1: 11
|
||||
pass_num_2: 52
|
||||
percent_cases_well_formed: 94.2
|
||||
error_outputs: 21
|
||||
num_malformed_responses: 21
|
||||
num_with_malformed_responses: 13
|
||||
user_asks: 65
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 3
|
||||
total_tests: 225
|
||||
command: aider --model gpt-4o-2024-08-06
|
||||
date: 2024-12-30
|
||||
versions: 0.70.1.dev
|
||||
seconds_per_case: 16.0
|
||||
total_cost: 7.0286
|
||||
|
||||
- dirname: 2024-12-21-19-23-03--polyglot-o1-hard-diff
|
||||
test_cases: 224
|
||||
model: o1-2024-12-17 (high)
|
||||
edit_format: diff
|
||||
commit_hash: a755079-dirty
|
||||
pass_rate_1: 23.7
|
||||
pass_rate_2: 61.7
|
||||
pass_num_1: 53
|
||||
pass_num_2: 139
|
||||
percent_cases_well_formed: 91.5
|
||||
error_outputs: 25
|
||||
num_malformed_responses: 24
|
||||
num_with_malformed_responses: 19
|
||||
user_asks: 16
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 2
|
||||
total_tests: 225
|
||||
command: aider --model openrouter/openai/o1
|
||||
date: 2024-12-21
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 133.2
|
||||
total_cost: 186.4958
|
||||
|
||||
- dirname: 2024-12-21-20-56-21--polyglot-deepseek-diff
|
||||
test_cases: 225
|
||||
model: DeepSeek Chat V2.5
|
||||
edit_format: diff
|
||||
commit_hash: a755079-dirty
|
||||
pass_rate_1: 5.3
|
||||
pass_rate_2: 17.8
|
||||
pass_num_1: 12
|
||||
pass_num_2: 40
|
||||
percent_cases_well_formed: 92.9
|
||||
error_outputs: 42
|
||||
num_malformed_responses: 37
|
||||
num_with_malformed_responses: 16
|
||||
user_asks: 23
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 5
|
||||
test_timeouts: 5
|
||||
total_tests: 225
|
||||
command: aider --model deepseek/deepseek-chat
|
||||
date: 2024-12-21
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 184.0
|
||||
total_cost: 0.5101
|
||||
|
||||
- dirname: 2024-12-21-21-46-27--polyglot-haiku-diff
|
||||
test_cases: 225
|
||||
model: claude-3-5-haiku-20241022
|
||||
edit_format: diff
|
||||
commit_hash: a755079-dirty
|
||||
pass_rate_1: 7.1
|
||||
pass_rate_2: 28.0
|
||||
pass_num_1: 16
|
||||
pass_num_2: 63
|
||||
percent_cases_well_formed: 91.1
|
||||
error_outputs: 31
|
||||
num_malformed_responses: 30
|
||||
num_with_malformed_responses: 20
|
||||
user_asks: 13
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 1
|
||||
test_timeouts: 9
|
||||
total_tests: 225
|
||||
command: aider --model claude-3-5-haiku-20241022
|
||||
date: 2024-12-21
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 31.8
|
||||
total_cost: 6.0583
|
||||
|
||||
- dirname: 2024-12-22-13-22-32--polyglot-qwen-diff
|
||||
test_cases: 225
|
||||
model: Qwen2.5-Coder-32B-Instruct
|
||||
edit_format: diff
|
||||
commit_hash: 6d7e8be-dirty
|
||||
pass_rate_1: 4.4
|
||||
pass_rate_2: 8.0
|
||||
pass_num_1: 10
|
||||
pass_num_2: 18
|
||||
percent_cases_well_formed: 71.6
|
||||
error_outputs: 158
|
||||
num_malformed_responses: 148
|
||||
num_with_malformed_responses: 64
|
||||
user_asks: 132
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 1
|
||||
test_timeouts: 2
|
||||
total_tests: 225
|
||||
command: "aider --model openai/Qwen/Qwen2.5-Coder-32B-Instruct # via hyperbolic"
|
||||
date: 2024-12-22
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 84.4
|
||||
total_cost: 0.0000
|
||||
|
||||
- dirname: 2024-12-22-21-26-35--polyglot-o1mini-whole
|
||||
test_cases: 225
|
||||
model: o1-mini-2024-09-12
|
||||
edit_format: whole
|
||||
commit_hash: 37df899
|
||||
pass_rate_1: 5.8
|
||||
pass_rate_2: 32.9
|
||||
pass_num_1: 13
|
||||
pass_num_2: 74
|
||||
percent_cases_well_formed: 96.9
|
||||
error_outputs: 8
|
||||
num_malformed_responses: 8
|
||||
num_with_malformed_responses: 7
|
||||
user_asks: 27
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 3
|
||||
total_tests: 225
|
||||
command: aider --model o1-mini
|
||||
date: 2024-12-22
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 34.7
|
||||
total_cost: 18.5770
|
||||
|
||||
- dirname: 2024-12-22-18-43-25--gemini-exp-1206-polyglot-whole-2
|
||||
test_cases: 225
|
||||
model: gemini-exp-1206
|
||||
edit_format: whole
|
||||
commit_hash: b1bc2f8
|
||||
pass_rate_1: 19.6
|
||||
pass_rate_2: 38.2
|
||||
pass_num_1: 44
|
||||
pass_num_2: 86
|
||||
percent_cases_well_formed: 98.2
|
||||
error_outputs: 8
|
||||
num_malformed_responses: 8
|
||||
num_with_malformed_responses: 4
|
||||
user_asks: 32
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 9
|
||||
total_tests: 225
|
||||
command: aider --model gemini/gemini-exp-1206
|
||||
date: 2024-12-22
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 45.5
|
||||
total_cost: 0.0000
|
||||
|
||||
- dirname: 2024-12-22-20-08-13--gemini-2.0-flash-exp-polyglot-whole
|
||||
test_cases: 225
|
||||
model: gemini-2.0-flash-exp
|
||||
edit_format: whole
|
||||
commit_hash: b1bc2f8
|
||||
pass_rate_1: 11.6
|
||||
pass_rate_2: 22.2
|
||||
pass_num_1: 26
|
||||
pass_num_2: 50
|
||||
percent_cases_well_formed: 100.0
|
||||
error_outputs: 1
|
||||
num_malformed_responses: 0
|
||||
num_with_malformed_responses: 0
|
||||
user_asks: 9
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 1
|
||||
test_timeouts: 8
|
||||
total_tests: 225
|
||||
command: aider --model gemini/gemini-2.0-flash-exp
|
||||
date: 2024-12-22
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 12.2
|
||||
total_cost: 0.0000
|
||||
|
||||
- dirname: 2024-12-23-01-11-56--yi-test
|
||||
test_cases: 225
|
||||
model: yi-lightning
|
||||
edit_format: whole
|
||||
commit_hash: 2b1625e
|
||||
pass_rate_1: 5.8
|
||||
pass_rate_2: 12.9
|
||||
pass_num_1: 13
|
||||
pass_num_2: 29
|
||||
percent_cases_well_formed: 92.9
|
||||
error_outputs: 87
|
||||
num_malformed_responses: 72
|
||||
num_with_malformed_responses: 16
|
||||
user_asks: 107
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 1
|
||||
test_timeouts: 6
|
||||
total_tests: 225
|
||||
command: aider --model openai/yi-lightning
|
||||
date: 2024-12-23
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 146.7
|
||||
total_cost: 0.0000
|
||||
|
||||
- dirname: 2024-12-25-13-31-51--deepseekv3preview-diff2
|
||||
test_cases: 225
|
||||
model: DeepSeek Chat V3
|
||||
edit_format: diff
|
||||
commit_hash: 0a23c4a-dirty
|
||||
pass_rate_1: 22.7
|
||||
pass_rate_2: 48.4
|
||||
pass_num_1: 51
|
||||
pass_num_2: 109
|
||||
percent_cases_well_formed: 98.7
|
||||
error_outputs: 7
|
||||
num_malformed_responses: 7
|
||||
num_with_malformed_responses: 3
|
||||
user_asks: 19
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 8
|
||||
total_tests: 225
|
||||
command: aider --model deepseek/deepseek-chat
|
||||
date: 2024-12-25
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 34.8
|
||||
total_cost: 0.3369
|
||||
|
||||
- dirname: 2024-12-26-00-55-20--Qwen2.5-Coder-32B-Instruct
|
||||
test_cases: 225
|
||||
model: Qwen2.5-Coder-32B-Instruct
|
||||
edit_format: whole
|
||||
commit_hash: b51768b0
|
||||
pass_rate_1: 4.9
|
||||
pass_rate_2: 16.4
|
||||
pass_num_1: 11
|
||||
pass_num_2: 37
|
||||
percent_cases_well_formed: 99.6
|
||||
error_outputs: 1
|
||||
num_malformed_responses: 1
|
||||
num_with_malformed_responses: 1
|
||||
user_asks: 33
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 6
|
||||
total_tests: 225
|
||||
command: aider --model openai/Qwen2.5-Coder-32B-Instruct
|
||||
date: 2024-12-26
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 42.0
|
||||
total_cost: 0.0000
|
||||
|
||||
- dirname: 2025-01-13-18-17-25--codestral-whole2
|
||||
test_cases: 225
|
||||
model: Codestral 25.01
|
||||
edit_format: whole
|
||||
commit_hash: 0cba898-dirty
|
||||
pass_rate_1: 4.0
|
||||
pass_rate_2: 11.1
|
||||
pass_num_1: 9
|
||||
pass_num_2: 25
|
||||
percent_cases_well_formed: 100.0
|
||||
error_outputs: 0
|
||||
num_malformed_responses: 0
|
||||
num_with_malformed_responses: 0
|
||||
user_asks: 47
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 4
|
||||
total_tests: 225
|
||||
command: aider --model mistral/codestral-latest
|
||||
date: 2025-01-13
|
||||
versions: 0.71.2.dev
|
||||
seconds_per_case: 9.3
|
||||
total_cost: 1.9834
|
||||
|
||||
- dirname: 2025-01-20-19-11-38--ds-turns-upd-cur-msgs-fix-with-summarizer
|
||||
test_cases: 225
|
||||
model: DeepSeek R1
|
||||
edit_format: diff
|
||||
commit_hash: 5650697-dirty
|
||||
pass_rate_1: 26.7
|
||||
pass_rate_2: 56.9
|
||||
pass_num_1: 60
|
||||
pass_num_2: 128
|
||||
percent_cases_well_formed: 96.9
|
||||
error_outputs: 8
|
||||
num_malformed_responses: 7
|
||||
num_with_malformed_responses: 7
|
||||
user_asks: 15
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 1
|
||||
test_timeouts: 5
|
||||
total_tests: 225
|
||||
command: aider --model deepseek/deepseek-reasoner
|
||||
date: 2025-01-20
|
||||
versions: 0.71.2.dev
|
||||
seconds_per_case: 113.7
|
||||
total_cost: 5.4193
|
||||
|
||||
- dirname: 2025-01-23-19-14-48--r1-architect-sonnet
|
||||
test_cases: 225
|
||||
model: DeepSeek R1 + claude-3-5-sonnet-20241022
|
||||
edit_format: architect
|
||||
commit_hash: 05a77c7
|
||||
editor_model: claude-3-5-sonnet-20241022
|
||||
editor_edit_format: editor-diff
|
||||
pass_rate_1: 27.1
|
||||
pass_rate_2: 64.0
|
||||
pass_num_1: 61
|
||||
pass_num_2: 144
|
||||
percent_cases_well_formed: 100.0
|
||||
error_outputs: 2
|
||||
num_malformed_responses: 0
|
||||
num_with_malformed_responses: 0
|
||||
user_asks: 392
|
||||
lazy_comments: 6
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 5
|
||||
total_tests: 225
|
||||
command: aider --architect --model r1 --editor-model sonnet
|
||||
date: 2025-01-23
|
||||
versions: 0.72.3.dev
|
||||
seconds_per_case: 251.6
|
||||
total_cost: 13.2933
|
||||
|
||||
- dirname: 2025-01-28-16-00-03--qwen-max-2025-01-25-polyglot-diff
|
||||
test_cases: 225
|
||||
model: qwen-max-2025-01-25
|
||||
edit_format: diff
|
||||
commit_hash: ae7d459
|
||||
pass_rate_1: 9.3
|
||||
pass_rate_2: 21.8
|
||||
pass_num_1: 21
|
||||
pass_num_2: 49
|
||||
percent_cases_well_formed: 90.2
|
||||
error_outputs: 46
|
||||
num_malformed_responses: 44
|
||||
num_with_malformed_responses: 22
|
||||
user_asks: 23
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 9
|
||||
total_tests: 225
|
||||
command: OPENAI_API_BASE=https://dashscope-intl.aliyuncs.com/compatible-mode/v1 aider --model openai/qwen-max-2025-01-25
|
||||
date: 2025-01-28
|
||||
versions: 0.72.4.dev
|
||||
seconds_per_case: 39.5
|
||||
|
||||
- dirname: 2025-01-31-20-27-46--o3-mini-diff2
|
||||
test_cases: 225
|
||||
model: o3-mini (medium)
|
||||
edit_format: diff
|
||||
commit_hash: 2fb517b-dirty
|
||||
pass_rate_1: 19.1
|
||||
pass_rate_2: 53.8
|
||||
pass_num_1: 43
|
||||
pass_num_2: 121
|
||||
percent_cases_well_formed: 95.1
|
||||
error_outputs: 28
|
||||
num_malformed_responses: 28
|
||||
num_with_malformed_responses: 11
|
||||
user_asks: 17
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 2
|
||||
total_tests: 225
|
||||
command: aider --model o3-mini
|
||||
date: 2025-01-31
|
||||
versions: 0.72.4.dev
|
||||
seconds_per_case: 47.2
|
||||
total_cost: 8.8599
|
||||
|
||||
- dirname: 2025-01-31-20-42-47--o3-mini-diff-high
|
||||
test_cases: 224
|
||||
model: o3-mini (high)
|
||||
edit_format: diff
|
||||
commit_hash: b0d58d1-dirty
|
||||
pass_rate_1: 21.0
|
||||
pass_rate_2: 60.4
|
||||
pass_num_1: 47
|
||||
pass_num_2: 136
|
||||
percent_cases_well_formed: 93.3
|
||||
error_outputs: 26
|
||||
num_malformed_responses: 24
|
||||
num_with_malformed_responses: 15
|
||||
user_asks: 19
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 1
|
||||
test_timeouts: 7
|
||||
total_tests: 225
|
||||
command: aider --model o3-mini --reasoning-effort high
|
||||
date: 2025-01-31
|
||||
versions: 0.72.4.dev
|
||||
seconds_per_case: 124.6
|
||||
total_cost: 18.1584
|
||||
|
||||
- dirname: 2025-01-21-22-51-49--gemini-2.0-flash-thinking-exp-01-21-polyglot-diff
|
||||
test_cases: 225
|
||||
model: gemini-2.0-flash-thinking-exp-01-21
|
||||
edit_format: diff
|
||||
commit_hash: 843720a
|
||||
pass_rate_1: 5.8
|
||||
pass_rate_2: 18.2
|
||||
pass_num_1: 13
|
||||
pass_num_2: 41
|
||||
percent_cases_well_formed: 77.8
|
||||
error_outputs: 182
|
||||
num_malformed_responses: 180
|
||||
num_with_malformed_responses: 50
|
||||
user_asks: 26
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 2
|
||||
test_timeouts: 7
|
||||
total_tests: 225
|
||||
command: aider --model gemini/gemini-2.0-flash-thinking-exp-01-21
|
||||
date: 2025-01-21
|
||||
versions: 0.72.2.dev
|
||||
seconds_per_case: 24.2
|
||||
total_cost: 0.0000
|
||||
138
aider/website/_data/r1_architect.yml
Normal file
138
aider/website/_data/r1_architect.yml
Normal file
@@ -0,0 +1,138 @@
|
||||
|
||||
|
||||
|
||||
- dirname: 2025-01-23-19-14-48--r1-architect-sonnet
|
||||
test_cases: 225
|
||||
model: R1+Sonnet
|
||||
edit_format: architect
|
||||
commit_hash: 05a77c7
|
||||
editor_model: claude-3-5-sonnet-20241022
|
||||
editor_edit_format: editor-diff
|
||||
pass_rate_1: 27.1
|
||||
pass_rate_2: 64.0
|
||||
pass_num_1: 61
|
||||
pass_num_2: 144
|
||||
percent_cases_well_formed: 100.0
|
||||
error_outputs: 2
|
||||
num_malformed_responses: 0
|
||||
num_with_malformed_responses: 0
|
||||
user_asks: 392
|
||||
lazy_comments: 6
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 5
|
||||
total_tests: 225
|
||||
command: aider --architect --model r1 --editor-model sonnet
|
||||
date: 2025-01-23
|
||||
versions: 0.72.3.dev
|
||||
seconds_per_case: 251.6
|
||||
total_cost: 13.2933
|
||||
|
||||
- dirname: 2025-01-20-19-11-38--ds-turns-upd-cur-msgs-fix-with-summarizer
|
||||
test_cases: 225
|
||||
model: R1
|
||||
edit_format: diff
|
||||
commit_hash: 5650697-dirty
|
||||
pass_rate_1: 26.7
|
||||
pass_rate_2: 56.9
|
||||
pass_num_1: 60
|
||||
pass_num_2: 128
|
||||
percent_cases_well_formed: 96.9
|
||||
error_outputs: 8
|
||||
num_malformed_responses: 7
|
||||
num_with_malformed_responses: 7
|
||||
user_asks: 15
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 1
|
||||
test_timeouts: 5
|
||||
total_tests: 225
|
||||
command: aider --model r1
|
||||
date: 2025-01-20
|
||||
versions: 0.71.2.dev
|
||||
seconds_per_case: 113.7
|
||||
total_cost: 5.4193
|
||||
|
||||
|
||||
- dirname: 2024-12-21-19-23-03--polyglot-o1-hard-diff
|
||||
test_cases: 224
|
||||
model: o1
|
||||
edit_format: diff
|
||||
commit_hash: a755079-dirty
|
||||
pass_rate_1: 23.7
|
||||
pass_rate_2: 61.7
|
||||
pass_num_1: 53
|
||||
pass_num_2: 139
|
||||
percent_cases_well_formed: 91.5
|
||||
error_outputs: 25
|
||||
num_malformed_responses: 24
|
||||
num_with_malformed_responses: 19
|
||||
user_asks: 16
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 2
|
||||
total_tests: 225
|
||||
command: aider --model o1
|
||||
date: 2024-12-21
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 133.2
|
||||
total_cost: 186.4958
|
||||
|
||||
|
||||
- dirname: 2024-12-25-13-31-51--deepseekv3preview-diff2
|
||||
test_cases: 225
|
||||
model: DeepSeek V3
|
||||
edit_format: diff
|
||||
commit_hash: 0a23c4a-dirty
|
||||
pass_rate_1: 22.7
|
||||
pass_rate_2: 48.4
|
||||
pass_num_1: 51
|
||||
pass_num_2: 109
|
||||
percent_cases_well_formed: 98.7
|
||||
error_outputs: 7
|
||||
num_malformed_responses: 7
|
||||
num_with_malformed_responses: 3
|
||||
user_asks: 19
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 0
|
||||
test_timeouts: 8
|
||||
total_tests: 225
|
||||
command: aider --model deepseek
|
||||
date: 2024-12-25
|
||||
versions: 0.69.2.dev
|
||||
seconds_per_case: 34.8
|
||||
total_cost: 0.3369
|
||||
|
||||
|
||||
|
||||
- dirname: 2025-01-17-19-44-33--sonnet-baseline-jan-17
|
||||
test_cases: 225
|
||||
model: Sonnet
|
||||
edit_format: diff
|
||||
commit_hash: 6451d59
|
||||
pass_rate_1: 22.2
|
||||
pass_rate_2: 51.6
|
||||
pass_num_1: 50
|
||||
pass_num_2: 116
|
||||
percent_cases_well_formed: 99.6
|
||||
error_outputs: 2
|
||||
num_malformed_responses: 1
|
||||
num_with_malformed_responses: 1
|
||||
user_asks: 11
|
||||
lazy_comments: 0
|
||||
syntax_errors: 0
|
||||
indentation_errors: 0
|
||||
exhausted_context_windows: 1
|
||||
test_timeouts: 8
|
||||
total_tests: 225
|
||||
command: aider --model sonnet
|
||||
date: 2025-01-17
|
||||
versions: 0.71.2.dev
|
||||
seconds_per_case: 21.4
|
||||
total_cost: 14.4063
|
||||
@@ -1,5 +1,18 @@
|
||||
<canvas id="blameChart" width="800" height="360" style="margin-top: 20px"></canvas>
|
||||
<canvas id="linesChart" width="800" height="360" style="margin-top: 20px"></canvas>
|
||||
<div class="chart-container">
|
||||
<canvas id="blameChart" style="margin-top: 20px"></canvas>
|
||||
</div>
|
||||
<div class="chart-container">
|
||||
<canvas id="linesChart" style="margin-top: 20px"></canvas>
|
||||
</div>
|
||||
|
||||
<style>
|
||||
.chart-container {
|
||||
position: relative;
|
||||
width: 100%;
|
||||
height: 300px;
|
||||
}
|
||||
</style>
|
||||
|
||||
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
|
||||
<script src="https://cdn.jsdelivr.net/npm/moment"></script>
|
||||
<script src="https://cdn.jsdelivr.net/npm/chartjs-adapter-moment"></script>
|
||||
@@ -24,10 +37,17 @@ document.addEventListener('DOMContentLoaded', function () {
|
||||
var linesData = {
|
||||
labels: labels,
|
||||
datasets: [{
|
||||
label: 'Aider\'s lines of new code',
|
||||
label: 'Aider',
|
||||
data: [{% for row in site.data.blame %}{ x: '{{ row.end_tag }}', y: {{ row.aider_total }} },{% endfor %}],
|
||||
backgroundColor: 'rgba(255, 99, 132, 0.8)',
|
||||
borderColor: 'rgba(255, 99, 132, 1)',
|
||||
backgroundColor: 'rgba(54, 162, 235, 0.8)',
|
||||
borderColor: 'rgba(54, 162, 235, 1)',
|
||||
borderWidth: 1
|
||||
},
|
||||
{
|
||||
label: 'Human',
|
||||
data: [{% for row in site.data.blame %}{ x: '{{ row.end_tag }}', y: {{ row.total_lines | minus: row.aider_total }} },{% endfor %}],
|
||||
backgroundColor: 'rgba(200, 200, 200, 0.8)',
|
||||
borderColor: 'rgba(200, 200, 200, 1)',
|
||||
borderWidth: 1
|
||||
}]
|
||||
};
|
||||
@@ -36,6 +56,7 @@ document.addEventListener('DOMContentLoaded', function () {
|
||||
type: 'bar',
|
||||
data: blameData,
|
||||
options: {
|
||||
maintainAspectRatio: false,
|
||||
scales: {
|
||||
x: {
|
||||
type: 'category',
|
||||
@@ -85,9 +106,11 @@ document.addEventListener('DOMContentLoaded', function () {
|
||||
type: 'bar',
|
||||
data: linesData,
|
||||
options: {
|
||||
maintainAspectRatio: false,
|
||||
scales: {
|
||||
x: {
|
||||
type: 'category',
|
||||
stacked: true,
|
||||
title: {
|
||||
display: true,
|
||||
text: 'Version'
|
||||
@@ -98,6 +121,7 @@ document.addEventListener('DOMContentLoaded', function () {
|
||||
}
|
||||
},
|
||||
y: {
|
||||
stacked: true,
|
||||
title: {
|
||||
display: true,
|
||||
text: 'Lines of new code'
|
||||
@@ -107,12 +131,14 @@ document.addEventListener('DOMContentLoaded', function () {
|
||||
},
|
||||
plugins: {
|
||||
legend: {
|
||||
display: false
|
||||
display: true,
|
||||
position: 'chartArea',
|
||||
reverse: true
|
||||
},
|
||||
tooltip: {
|
||||
callbacks: {
|
||||
label: function(context) {
|
||||
var label = 'New lines of code by aider';
|
||||
var label = context.dataset.label;
|
||||
var value = context.parsed.y || 0;
|
||||
return `${label}: ${value}`;
|
||||
}
|
||||
@@ -120,7 +146,7 @@ document.addEventListener('DOMContentLoaded', function () {
|
||||
},
|
||||
title: {
|
||||
display: true,
|
||||
text: 'Lines of new code written by aider, by release',
|
||||
text: 'Lines of new code, by release',
|
||||
font: {
|
||||
size: 16
|
||||
}
|
||||
|
||||
@@ -1,185 +0,0 @@
|
||||
document.addEventListener('DOMContentLoaded', function () {
|
||||
var ctx = document.getElementById('editChart').getContext('2d');
|
||||
const blueDiagonalPattern = pattern.draw('diagonal', 'rgba(54, 162, 235, 0.2)');
|
||||
const redDiagonalPattern = pattern.draw('diagonal', 'rgba(255, 99, 132, 0.2)');
|
||||
let displayedData = [];
|
||||
|
||||
const HIGHTLIGHT_MODEL = 'no no no';
|
||||
var leaderboardData = {
|
||||
labels: [],
|
||||
datasets: [{
|
||||
label: 'Percent completed correctly',
|
||||
data: [],
|
||||
backgroundColor: function(context) {
|
||||
const row = allData[context.dataIndex];
|
||||
if (row && row.edit_format === 'whole') {
|
||||
return diagonalPattern;
|
||||
}
|
||||
const label = leaderboardData.labels[context.dataIndex] || '';
|
||||
return (label && label.includes(HIGHTLIGHT_MODEL)) ? 'rgba(255, 99, 132, 0.2)' : 'rgba(54, 162, 235, 0.2)';
|
||||
},
|
||||
borderColor: function(context) {
|
||||
const label = context.chart.data.labels[context.dataIndex] || '';
|
||||
return (label && label.includes(HIGHTLIGHT_MODEL)) ? 'rgba(255, 99, 132, 1)' : 'rgba(54, 162, 235, 1)';
|
||||
},
|
||||
borderWidth: 1
|
||||
}]
|
||||
};
|
||||
|
||||
var allData = [];
|
||||
{% for row in edit_sorted %}
|
||||
allData.push({
|
||||
model: '{{ row.model }}',
|
||||
pass_rate_2: {{ row.pass_rate_2 }},
|
||||
percent_cases_well_formed: {{ row.percent_cases_well_formed }},
|
||||
edit_format: '{{ row.edit_format }}'
|
||||
});
|
||||
{% endfor %}
|
||||
|
||||
function updateChart() {
|
||||
var selectedRows = document.querySelectorAll('tr.selected');
|
||||
var showAll = selectedRows.length === 0;
|
||||
|
||||
displayedData = [];
|
||||
leaderboardData.labels = [];
|
||||
leaderboardData.datasets[0].data = [];
|
||||
|
||||
allData.forEach(function(row, index) {
|
||||
var rowElement = document.getElementById('edit-row-' + index);
|
||||
if (showAll) {
|
||||
rowElement.classList.remove('selected');
|
||||
}
|
||||
if (showAll || rowElement.classList.contains('selected')) {
|
||||
displayedData.push(row);
|
||||
leaderboardData.labels.push(row.model);
|
||||
leaderboardData.datasets[0].data.push(row.pass_rate_2);
|
||||
}
|
||||
});
|
||||
|
||||
leaderboardChart.update();
|
||||
leaderboardChart.render();
|
||||
}
|
||||
|
||||
// Use displayedData in the backgroundColor callback instead of allData
|
||||
leaderboardData.datasets[0].backgroundColor = function(context) {
|
||||
const row = displayedData[context.dataIndex];
|
||||
const label = leaderboardData.labels[context.dataIndex] || '';
|
||||
if (label && label.includes(HIGHTLIGHT_MODEL)) {
|
||||
if (row && row.edit_format === 'whole') return redDiagonalPattern;
|
||||
else return 'rgba(255, 99, 132, 0.2)';
|
||||
} else if (row && row.edit_format === 'whole') {
|
||||
return blueDiagonalPattern;
|
||||
} else {
|
||||
return 'rgba(54, 162, 235, 0.2)';
|
||||
}
|
||||
};
|
||||
|
||||
var tableBody = document.querySelector('table tbody');
|
||||
allData.forEach(function(row, index) {
|
||||
var tr = tableBody.children[index];
|
||||
tr.id = 'edit-row-' + index;
|
||||
tr.style.cursor = 'pointer';
|
||||
tr.onclick = function() {
|
||||
this.classList.toggle('selected');
|
||||
updateChart();
|
||||
};
|
||||
});
|
||||
|
||||
var leaderboardChart = new Chart(ctx, {
|
||||
type: 'bar',
|
||||
data: leaderboardData,
|
||||
options: {
|
||||
plugins: {
|
||||
legend: {
|
||||
display: true,
|
||||
labels: {
|
||||
generateLabels: function(chart) {
|
||||
return [
|
||||
{
|
||||
text: 'Diff-like format',
|
||||
fillStyle: 'rgba(54, 162, 235, 0.2)',
|
||||
strokeStyle: 'rgba(54, 162, 235, 1)',
|
||||
lineWidth: 1
|
||||
},
|
||||
{
|
||||
text: 'Whole format',
|
||||
fillStyle: blueDiagonalPattern,
|
||||
strokeStyle: 'rgba(54, 162, 235, 1)',
|
||||
lineWidth: 1
|
||||
}
|
||||
];
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
scales: {
|
||||
y: {
|
||||
beginAtZero: true,
|
||||
title: {
|
||||
display: true,
|
||||
text: 'Percent completed correctly'
|
||||
}
|
||||
},
|
||||
x: {
|
||||
ticks: {
|
||||
callback: function(value, index) {
|
||||
const label = this.getLabelForValue(value);
|
||||
if (label.length <= "claude-3-5-sonnet".length) {
|
||||
return label;
|
||||
}
|
||||
|
||||
// Find all possible split positions
|
||||
const splitPositions = [];
|
||||
for (let i = 0; i < label.length; i++) {
|
||||
if (label[i] === '-' || label[i] === ' ') {
|
||||
splitPositions.push(i);
|
||||
}
|
||||
}
|
||||
|
||||
if (splitPositions.length === 0) {
|
||||
return label;
|
||||
}
|
||||
|
||||
// Find split position closest to middle
|
||||
const middle = label.length / 2;
|
||||
const splitIndex = splitPositions.reduce((closest, current) => {
|
||||
return Math.abs(current - middle) < Math.abs(closest - middle) ? current : closest;
|
||||
});
|
||||
|
||||
return [
|
||||
label.slice(0, splitIndex),
|
||||
label.slice(splitIndex + 1)
|
||||
];
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
});
|
||||
|
||||
updateChart();
|
||||
|
||||
// Add search functionality for edit table
|
||||
document.getElementById('editSearchInput').addEventListener('keyup', function() {
|
||||
var searchWords = this.value.toLowerCase().split(' ').filter(word => word.length > 0);
|
||||
var tableBody = document.querySelector('table:first-of-type tbody');
|
||||
var rows = tableBody.getElementsByTagName('tr');
|
||||
|
||||
displayedData = [];
|
||||
leaderboardData.labels = [];
|
||||
leaderboardData.datasets[0].data = [];
|
||||
|
||||
for (var i = 0; i < rows.length; i++) {
|
||||
var rowText = rows[i].textContent;
|
||||
if (searchWords.every(word => rowText.toLowerCase().includes(word))) {
|
||||
rows[i].style.display = '';
|
||||
displayedData.push(allData[i]);
|
||||
leaderboardData.labels.push(allData[i].model);
|
||||
leaderboardData.datasets[0].data.push(allData[i].pass_rate_2);
|
||||
} else {
|
||||
rows[i].style.display = 'none';
|
||||
}
|
||||
}
|
||||
leaderboardChart.update();
|
||||
});
|
||||
});
|
||||
@@ -1,16 +1,25 @@
|
||||
|
||||
You can get started quickly like this, with python 3.8-3.13:
|
||||
If you already have python 3.8-3.13 installed, you can get started quickly like this:
|
||||
|
||||
```bash
|
||||
python -m pip install aider-install
|
||||
aider-install
|
||||
|
||||
# Change directory into your code base
|
||||
cd /to/your/git/repo
|
||||
cd /to/your/project
|
||||
|
||||
# Work with Claude 3.5 Sonnet on your repo
|
||||
aider --model sonnet --anthropic-api-key your-key-goes-here
|
||||
# Work with DeepSeek via DeepSeek's API
|
||||
aider --model deepseek --api-key deepseek=your-key-goes-here
|
||||
|
||||
# Work with GPT-4o on your repo
|
||||
aider --model gpt-4o --openai-api-key your-key-goes-here
|
||||
# Work with Claude 3.5 Sonnet via Anthropic's API
|
||||
aider --model sonnet --api-key anthropic=your-key-goes-here
|
||||
|
||||
# Work with GPT-4o via OpenAI's API
|
||||
aider --model gpt-4o --api-key openai=your-key-goes-here
|
||||
|
||||
# Work with Sonnet via OpenRouter's API
|
||||
aider --model openrouter/anthropic/claude-3.5-sonnet --api-key openrouter=your-key-goes-here
|
||||
|
||||
# Work with DeepSeek via OpenRouter's API
|
||||
aider --model openrouter/deepseek/deepseek-chat --api-key openrouter=your-key-goes-here
|
||||
```
|
||||
|
||||
@@ -19,6 +19,7 @@
|
||||
<meta name="msapplication-TileColor" content="#da532c">
|
||||
<meta name="theme-color" content="#ffffff">
|
||||
|
||||
{% if site.analytics.enabled %}
|
||||
<!-- Cookie Consent -->
|
||||
<link rel="stylesheet" type="text/css" href="https://cdn.jsdelivr.net/npm/cookieconsent@3/build/cookieconsent.min.css" />
|
||||
<script src="https://cdn.jsdelivr.net/npm/cookieconsent@3/build/cookieconsent.min.js" data-cfasync="false"></script>
|
||||
@@ -72,9 +73,10 @@ window.addEventListener('load', function(){
|
||||
// PostHog initialization function
|
||||
function initPostHog() {
|
||||
!function(t,e){var o,n,p,r;e.__SV||(window.posthog=e,e._i=[],e.init=function(i,s,a){function g(t,e){var o=e.split(".");2==o.length&&(t=t[o[0]],e=o[1]),t[e]=function(){t.push([e].concat(Array.prototype.slice.call(arguments,0)))}}(p=t.createElement("script")).type="text/javascript",p.crossOrigin="anonymous",p.async=!0,p.src=s.api_host.replace(".i.posthog.com","-assets.i.posthog.com")+"/static/array.js",(r=t.getElementsByTagName("script")[0]).parentNode.insertBefore(p,r);var u=e;for(void 0!==a?u=e[a]=[]:a="posthog",u.people=u.people||[],u.toString=function(t){var e="posthog";return"posthog"!==a&&(e+="."+a),t||(e+=" (stub)"),e},u.people.toString=function(){return u.toString(1)+".people (stub)"},o="init capture register register_once register_for_session unregister unregister_for_session getFeatureFlag getFeatureFlagPayload isFeatureEnabled reloadFeatureFlags updateEarlyAccessFeatureEnrollment getEarlyAccessFeatures on onFeatureFlags onSessionId getSurveys getActiveMatchingSurveys renderSurvey canRenderSurvey getNextSurveyStep identify setPersonProperties group resetGroups setPersonPropertiesForFlags resetPersonPropertiesForFlags setGroupPropertiesForFlags resetGroupPropertiesForFlags reset get_distinct_id getGroups get_session_id get_session_replay_url alias set_config startSessionRecording stopSessionRecording sessionRecordingStarted captureException loadToolbar get_property getSessionProperty createPersonProfile opt_in_capturing opt_out_capturing has_opted_in_capturing has_opted_out_capturing clear_opt_in_out_capturing debug".split(" "),n=0;n<o.length;n++)g(u,o[n]);e._i.push([i,s,a])},e.__SV=1)}(document,window.posthog||[]);
|
||||
posthog.init('phc_99T7muzafUMMZX15H8XePbMSreEUzahHbtWjy3l5Qbv', {
|
||||
api_host:'https://us.i.posthog.com',
|
||||
posthog.init('{{ site.analytics.posthog_key }}', {
|
||||
api_host: '{{ site.analytics.posthog_host }}',
|
||||
person_profiles: 'identified_only'
|
||||
})
|
||||
}
|
||||
</script>
|
||||
{% endif %}
|
||||
|
||||
@@ -0,0 +1,190 @@
|
||||
document.addEventListener('DOMContentLoaded', function () {
|
||||
var ctx = document.getElementById('editChart').getContext('2d');
|
||||
const blueDiagonalPattern = pattern.draw('diagonal', 'rgba(54, 162, 235, 0.2)');
|
||||
const redDiagonalPattern = pattern.draw('diagonal', 'rgba(255, 99, 132, 0.2)');
|
||||
let displayedData = [];
|
||||
|
||||
const HIGHLIGHT_MODEL = '{{ highlight_model | default: "no no no" }}';
|
||||
var leaderboardData = {
|
||||
labels: [],
|
||||
datasets: [{
|
||||
label: 'Percent completed correctly',
|
||||
data: [],
|
||||
backgroundColor: function(context) {
|
||||
const row = allData[context.dataIndex];
|
||||
if (row && row.edit_format === 'whole') {
|
||||
return diagonalPattern;
|
||||
}
|
||||
const label = leaderboardData.labels[context.dataIndex] || '';
|
||||
return (label && label.includes(HIGHLIGHT_MODEL)) ? 'rgba(255, 99, 132, 0.2)' : 'rgba(54, 162, 235, 0.2)';
|
||||
},
|
||||
borderColor: function(context) {
|
||||
const label = context.chart.data.labels[context.dataIndex] || '';
|
||||
return (label && label.includes(HIGHLIGHT_MODEL)) ? 'rgba(255, 99, 132, 1)' : 'rgba(54, 162, 235, 1)';
|
||||
},
|
||||
borderWidth: 1
|
||||
}]
|
||||
};
|
||||
|
||||
var allData = [];
|
||||
{% for row in data_source %}
|
||||
allData.push({
|
||||
model: '{{ row.model }}',
|
||||
pass_rate: {{ row[pass_rate_field] }},
|
||||
percent_cases_well_formed: {{ row.percent_cases_well_formed }},
|
||||
edit_format: '{{ row.edit_format | default: "diff" }}'
|
||||
});
|
||||
{% endfor %}
|
||||
|
||||
function updateChart() {
|
||||
var selectedRows = document.querySelectorAll('tr.selected');
|
||||
var showAll = selectedRows.length === 0;
|
||||
|
||||
displayedData = [];
|
||||
leaderboardData.labels = [];
|
||||
leaderboardData.datasets[0].data = [];
|
||||
|
||||
allData.forEach(function(row, index) {
|
||||
var rowElement = document.getElementById('edit-row-' + index);
|
||||
if (showAll) {
|
||||
rowElement.classList.remove('selected');
|
||||
}
|
||||
if (showAll || rowElement.classList.contains('selected')) {
|
||||
displayedData.push(row);
|
||||
leaderboardData.labels.push(row.model);
|
||||
leaderboardData.datasets[0].data.push(row.pass_rate);
|
||||
}
|
||||
});
|
||||
|
||||
leaderboardChart.update();
|
||||
leaderboardChart.render();
|
||||
}
|
||||
|
||||
// Use displayedData in the backgroundColor callback instead of allData
|
||||
leaderboardData.datasets[0].backgroundColor = function(context) {
|
||||
const row = displayedData[context.dataIndex];
|
||||
const label = leaderboardData.labels[context.dataIndex] || '';
|
||||
if (label && label.includes(HIGHLIGHT_MODEL)) {
|
||||
if (row && row.edit_format === 'whole') return redDiagonalPattern;
|
||||
else return 'rgba(255, 99, 132, 0.2)';
|
||||
} else if (row && row.edit_format === 'whole') {
|
||||
return blueDiagonalPattern;
|
||||
} else {
|
||||
return 'rgba(54, 162, 235, 0.2)';
|
||||
}
|
||||
};
|
||||
|
||||
var tableBody = document.querySelector('table tbody');
|
||||
allData.forEach(function(row, index) {
|
||||
var tr = tableBody.children[index];
|
||||
if (!tr) {
|
||||
// If the row doesn't exist, create it
|
||||
tr = document.createElement('tr');
|
||||
tableBody.appendChild(tr);
|
||||
}
|
||||
tr.id = 'edit-row-' + index;
|
||||
tr.style.cursor = 'pointer';
|
||||
tr.onclick = function() {
|
||||
this.classList.toggle('selected');
|
||||
updateChart();
|
||||
};
|
||||
});
|
||||
|
||||
var leaderboardChart = new Chart(ctx, {
|
||||
type: 'bar',
|
||||
data: leaderboardData,
|
||||
options: {
|
||||
plugins: {
|
||||
legend: {
|
||||
display: {% if show_legend == false %}false{% else %}true{% endif %},
|
||||
labels: {
|
||||
generateLabels: function(chart) {
|
||||
return [
|
||||
{
|
||||
text: 'Diff-like format',
|
||||
fillStyle: 'rgba(54, 162, 235, 0.2)',
|
||||
strokeStyle: 'rgba(54, 162, 235, 1)',
|
||||
lineWidth: 1
|
||||
},
|
||||
{
|
||||
text: 'Whole format',
|
||||
fillStyle: blueDiagonalPattern,
|
||||
strokeStyle: 'rgba(54, 162, 235, 1)',
|
||||
lineWidth: 1
|
||||
}
|
||||
];
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
scales: {
|
||||
y: {
|
||||
beginAtZero: true,
|
||||
title: {
|
||||
display: true,
|
||||
text: 'Percent completed correctly'
|
||||
}
|
||||
},
|
||||
x: {
|
||||
ticks: {
|
||||
callback: function(value, index) {
|
||||
const label = this.getLabelForValue(value);
|
||||
if (label.length <= "claude-3-5-sonnet".length) {
|
||||
return label;
|
||||
}
|
||||
|
||||
// Find all possible split positions
|
||||
const splitPositions = [];
|
||||
for (let i = 0; i < label.length; i++) {
|
||||
if (label[i] === '-' || label[i] === ' ') {
|
||||
splitPositions.push(i);
|
||||
}
|
||||
}
|
||||
|
||||
if (splitPositions.length === 0) {
|
||||
return label;
|
||||
}
|
||||
|
||||
// Find split position closest to middle
|
||||
const middle = label.length / 2;
|
||||
const splitIndex = splitPositions.reduce((closest, current) => {
|
||||
return Math.abs(current - middle) < Math.abs(closest - middle) ? current : closest;
|
||||
});
|
||||
|
||||
return [
|
||||
label.slice(0, splitIndex),
|
||||
label.slice(splitIndex + 1)
|
||||
];
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
});
|
||||
|
||||
updateChart();
|
||||
|
||||
// Add search functionality for edit table
|
||||
document.getElementById('editSearchInput').addEventListener('keyup', function() {
|
||||
var searchWords = this.value.toLowerCase().split(' ').filter(word => word.length > 0);
|
||||
var tableBody = document.querySelector('table:first-of-type tbody');
|
||||
var rows = tableBody.getElementsByTagName('tr');
|
||||
|
||||
displayedData = [];
|
||||
leaderboardData.labels = [];
|
||||
leaderboardData.datasets[0].data = [];
|
||||
|
||||
for (var i = 0; i < rows.length; i++) {
|
||||
var rowText = rows[i].textContent;
|
||||
if (searchWords.every(word => rowText.toLowerCase().includes(word))) {
|
||||
rows[i].style.display = '';
|
||||
displayedData.push(allData[i]);
|
||||
leaderboardData.labels.push(allData[i].model);
|
||||
leaderboardData.datasets[0].data.push(allData[i].pass_rate);
|
||||
} else {
|
||||
rows[i].style.display = 'none';
|
||||
}
|
||||
}
|
||||
leaderboardChart.update();
|
||||
});
|
||||
});
|
||||
|
||||
@@ -1,90 +0,0 @@
|
||||
document.addEventListener('DOMContentLoaded', function () {
|
||||
var ctx = document.getElementById('refacChart').getContext('2d');
|
||||
var leaderboardData = {
|
||||
labels: [],
|
||||
datasets: [{
|
||||
label: 'Percent completed correctly',
|
||||
data: [],
|
||||
backgroundColor: 'rgba(54, 162, 235, 0.2)',
|
||||
borderColor: 'rgba(54, 162, 235, 1)',
|
||||
borderWidth: 1
|
||||
}]
|
||||
};
|
||||
|
||||
var allData = [];
|
||||
{% for row in refac_sorted %}
|
||||
allData.push({
|
||||
model: '{{ row.model }}',
|
||||
pass_rate_1: {{ row.pass_rate_1 }},
|
||||
percent_cases_well_formed: {{ row.percent_cases_well_formed }}
|
||||
});
|
||||
{% endfor %}
|
||||
|
||||
function updateChart() {
|
||||
var selectedRows = document.querySelectorAll('tr.selected');
|
||||
var showAll = selectedRows.length === 0;
|
||||
|
||||
leaderboardData.labels = [];
|
||||
leaderboardData.datasets[0].data = [];
|
||||
|
||||
allData.forEach(function(row, index) {
|
||||
var rowElement = document.getElementById('refac-row-' + index);
|
||||
if (showAll) {
|
||||
rowElement.classList.remove('selected');
|
||||
}
|
||||
if (showAll || rowElement.classList.contains('selected')) {
|
||||
leaderboardData.labels.push(row.model);
|
||||
leaderboardData.datasets[0].data.push(row.pass_rate_1);
|
||||
}
|
||||
});
|
||||
|
||||
leaderboardChart.update();
|
||||
}
|
||||
|
||||
var tableBody = document.querySelectorAll('table tbody')[1];
|
||||
allData.forEach(function(row, index) {
|
||||
var tr = tableBody.children[index];
|
||||
tr.id = 'refac-row-' + index;
|
||||
tr.style.cursor = 'pointer';
|
||||
tr.onclick = function() {
|
||||
this.classList.toggle('selected');
|
||||
updateChart();
|
||||
};
|
||||
});
|
||||
|
||||
var leaderboardChart = new Chart(ctx, {
|
||||
type: 'bar',
|
||||
data: leaderboardData,
|
||||
options: {
|
||||
scales: {
|
||||
y: {
|
||||
beginAtZero: true
|
||||
}
|
||||
}
|
||||
}
|
||||
});
|
||||
|
||||
updateChart();
|
||||
|
||||
// Add search functionality for refactoring table
|
||||
document.getElementById('refacSearchInput').addEventListener('keyup', function() {
|
||||
var searchWords = this.value.toLowerCase().split(' ').filter(word => word.length > 0);
|
||||
var tableBody = document.querySelectorAll('table tbody')[1];
|
||||
var rows = tableBody.getElementsByTagName('tr');
|
||||
|
||||
leaderboardData.labels = [];
|
||||
leaderboardData.datasets[0].data = [];
|
||||
|
||||
for (var i = 0; i < rows.length; i++) {
|
||||
var rowText = rows[i].textContent;
|
||||
if (searchWords.every(word => rowText.toLowerCase().includes(word))) {
|
||||
rows[i].style.display = '';
|
||||
leaderboardData.labels.push(allData[i].model);
|
||||
leaderboardData.datasets[0].data.push(allData[i].pass_rate_1);
|
||||
} else {
|
||||
rows[i].style.display = 'none';
|
||||
}
|
||||
}
|
||||
leaderboardChart.update();
|
||||
});
|
||||
});
|
||||
@@ -1,2 +1 @@
|
||||
Aider works best with GPT-4o & Claude 3.5 Sonnet and can
|
||||
[connect to almost any LLM](https://aider.chat/docs/llms.html).
|
||||
Aider works best with Claude 3.5 Sonnet, DeepSeek V3, o1 & GPT-4o and can [connect to almost any LLM](https://aider.chat/docs/llms.html).
|
||||
|
||||
216
aider/website/_posts/2024-12-21-polyglot.md
Normal file
216
aider/website/_posts/2024-12-21-polyglot.md
Normal file
@@ -0,0 +1,216 @@
|
||||
---
|
||||
title: o1 tops aider's new polyglot leaderboard
|
||||
excerpt: o1 scores the top result on aider's new multi-language, more challenging coding benchmark.
|
||||
highlight_image: /assets/o1-polyglot.jpg
|
||||
draft: false
|
||||
nav_exclude: true
|
||||
---
|
||||
{% if page.date %}
|
||||
<p class="post-date">{{ page.date | date: "%B %d, %Y" }}</p>
|
||||
{% endif %}
|
||||
|
||||
# o1 tops aider's new polyglot leaderboard
|
||||
{: .no_toc }
|
||||
|
||||
<canvas id="editChart" width="800" height="450" style="margin-top: 20px"></canvas>
|
||||
|
||||
OpenAI's new o1 model with "high" reasoning effort
|
||||
gets the top score on the
|
||||
new
|
||||
[aider polyglot leaderboard](/docs/leaderboards/), significantly ahead of
|
||||
other top LLMs.
|
||||
The new polyglot benchmark uses many popular coding languages
|
||||
and was designed to be
|
||||
*much more challenging* than aider's original
|
||||
[code editing benchmark](/docs/leaderboards/edit.html).
|
||||
This more clearly distinguishes
|
||||
the performance of
|
||||
today's strongest coding models and
|
||||
leaves headroom for future LLMs.
|
||||
|
||||
{: .note :}
|
||||
See the main
|
||||
[aider leaderboard](https://aider.chat/docs/leaderboards/)
|
||||
for benchmark results from more models.
|
||||
This article only contains a snapshot
|
||||
of results at the time of publication.
|
||||
|
||||
## The polyglot benchmark
|
||||
|
||||
Like aider's original code editing benchmark,
|
||||
the new polyglot benchmark is based on Exercism
|
||||
coding exercises.
|
||||
|
||||
The new polyglot benchmark:
|
||||
|
||||
- Contains coding problems in C++, Go, Java, JavaScript, Python and Rust.
|
||||
The old benchmark was solely based on Python exercises.
|
||||
- Focuses on the *most difficult* 225 exercises out of the 697 that
|
||||
Exercism provides for those languages.
|
||||
The old benchmark simply included all 133 Python exercises,
|
||||
regardless of difficulty.
|
||||
|
||||
## Motivation and goals
|
||||
|
||||
Aider's original code editing benchmark was
|
||||
saturating as the top scores approached and then surpassed 80%.
|
||||
Sonnet's score of 84.2% was based on solving 112 of the 133
|
||||
exercises, leaving only 21 unsolved exercises.
|
||||
New champions were advancing the top score by
|
||||
solving just 1-2 more problems than the previous record.
|
||||
This made it hard to clearly
|
||||
measure the
|
||||
difference in code editing skill between these top models.
|
||||
|
||||
Part of the problem is that many of the original
|
||||
133 Python problems are very easy
|
||||
and provide
|
||||
little challenge to today's frontier LLMs.
|
||||
Models as old as GPT 3.5 Turbo were able to solve half of the
|
||||
133 problems.
|
||||
Such easy problems simply inflate the benchmark scores
|
||||
of modern LLMs without
|
||||
providing any data about which models are better or worse.
|
||||
|
||||
The main goal for a new benchmark
|
||||
was to re-calibrate the scale so that
|
||||
today's top coding LLMs
|
||||
would occupy a wide range of scores between about 5% and 50%.
|
||||
This should leave headroom for future LLMs and
|
||||
make it possible to
|
||||
more clearly compare the relative performance of top models.
|
||||
|
||||
## Designing the polyglot benchmark
|
||||
|
||||
The new benchmark:
|
||||
|
||||
- Tests LLMs with more coding languages, to increase diversity and source a larger pool of problems.
|
||||
- Includes just the most challenging coding problems and excludes easy problems that are solvable by most of today's top coding LLMs.
|
||||
- Includes more total coding problems, to enable more granularity of comparison.
|
||||
|
||||
The new benchmark is based on Exercism coding problems
|
||||
from 6 of the most popular programming languages:
|
||||
|
||||
- C++
|
||||
- Go
|
||||
- Java
|
||||
- JavaScript
|
||||
- Python
|
||||
- Rust
|
||||
|
||||
Exercism provides a total of 697 coding problems in those 6 languages.
|
||||
A set of 7 of today's top coding models each attempted all 697 of
|
||||
the Exercism problems:
|
||||
|
||||
- Sonnet
|
||||
- Haiku
|
||||
- o1 Mini
|
||||
- DeepSeek
|
||||
- GPT-4o
|
||||
- Qwen 32B Coder Instruct
|
||||
- GPT-4o Mini
|
||||
|
||||
Depending on the difficulty of the problems,
|
||||
a different number of solutions were found by the collection of
|
||||
7 models:
|
||||
|
||||
| Solutions<br>found | Number of<br>problems | Cumulative number<br>of problems |
|
||||
|--------|-----------|------------|
|
||||
| 0 | 66 | 66 |
|
||||
| 1 | 61 | 127 |
|
||||
| 2 | 50 | 177 |
|
||||
| 3 | 48 | 225 |
|
||||
| 4 | 53 | 278 |
|
||||
| 5 | 71 | 349 |
|
||||
| 6 | 90 | 439 |
|
||||
| 7 | 258 | 697 |
|
||||
|
||||
In the table above, you can see that 258 of the problems were solved
|
||||
by all 7 LLMs.
|
||||
These problems are far too easy, and wouldn't be good choices for the new benchmark.
|
||||
Instead, we need hard problems like the
|
||||
66 that none of the 7 models were able to solve.
|
||||
|
||||
The new benchmark uses
|
||||
the 225 problems that were solved by 3 or fewer models.
|
||||
This achieves a balance between hard and moderate problems,
|
||||
and provides a large but not excessive total pool of problems.
|
||||
It also represents a good diversity of coding languages:
|
||||
|
||||
| Language | Problems |
|
||||
|-------------|----------|
|
||||
| C++ | 26 |
|
||||
| Go | 39 |
|
||||
| Java | 47 |
|
||||
| JavaScript | 49 |
|
||||
| Python | 34 |
|
||||
| Rust | 30 |
|
||||
| **Total** | **225** |
|
||||
|
||||
## o1
|
||||
|
||||
OpenAI's new o1 model established a very strong
|
||||
top score of 62% on the new benchmark.
|
||||
This still leaves 86 problems of headroom for future models
|
||||
to solve.
|
||||
Given the incredible pace of recent advancements, it
|
||||
will be interesting to see
|
||||
how long it will take for this new benchmark to saturate.
|
||||
|
||||
## Benchmark problems
|
||||
|
||||
The 225 coding problems are available in the
|
||||
[aider polyglot benchmark repo](https://github.com/Aider-AI/polyglot-benchmark)
|
||||
on GitHub.
|
||||
|
||||
|
||||
|
||||
## Results
|
||||
|
||||
<table style="width: 100%; max-width: 800px; margin: auto; border-collapse: collapse; box-shadow: 0 2px 4px rgba(0,0,0,0.1); font-size: 14px;">
|
||||
<thead style="background-color: #f2f2f2;">
|
||||
<tr>
|
||||
<th style="padding: 8px; text-align: left;">Model</th>
|
||||
<th style="padding: 8px; text-align: center;">Percent completed correctly</th>
|
||||
<th style="padding: 8px; text-align: center;">Percent using correct edit format</th>
|
||||
<th style="padding: 8px; text-align: left;">Command</th>
|
||||
<th style="padding: 8px; text-align: center;">Edit format</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{% assign edit_sorted = site.data.o1_polyglot_leaderboard | sort: 'pass_rate_2' | reverse %}
|
||||
{% for row in edit_sorted %}
|
||||
<tr style="border-bottom: 1px solid #ddd;">
|
||||
<td style="padding: 8px;">{{ row.model }}</td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.pass_rate_2 }}%</td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.percent_cases_well_formed }}%</td>
|
||||
<td style="padding: 8px;"><code>{{ row.command }}</code></td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.edit_format }}</td>
|
||||
</tr>
|
||||
{% endfor %}
|
||||
</tbody>
|
||||
</table>
|
||||
|
||||
<script src="https://unpkg.com/patternomaly/dist/patternomaly.js"></script>
|
||||
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
|
||||
<script>
|
||||
{% assign data_source = edit_sorted %}
|
||||
{% assign pass_rate_field = "pass_rate_2" %}
|
||||
{% assign highlight_model = "o1-2024" %}
|
||||
{% include leaderboard.js %}
|
||||
</script>
|
||||
<style>
|
||||
tr.selected {
|
||||
color: #0056b3;
|
||||
}
|
||||
table {
|
||||
table-layout: fixed;
|
||||
}
|
||||
td, th {
|
||||
word-wrap: break-word;
|
||||
overflow-wrap: break-word;
|
||||
}
|
||||
td:nth-child(3), td:nth-child(4) {
|
||||
font-size: 12px;
|
||||
}
|
||||
</style>
|
||||
102
aider/website/_posts/2025-01-15-uv.md
Normal file
102
aider/website/_posts/2025-01-15-uv.md
Normal file
@@ -0,0 +1,102 @@
|
||||
---
|
||||
title: Using uv as an installer
|
||||
excerpt: Reliably packaging & distributing python CLI tools is hard. Aider uses uv in novel ways to make it easy to install the aider CLI, its dependencies and python 3.12. All in an isolated env.
|
||||
draft: false
|
||||
nav_exclude: true
|
||||
---
|
||||
{% if page.date %}
|
||||
<p class="post-date">{{ page.date | date: "%B %d, %Y" }}</p>
|
||||
{% endif %}
|
||||
|
||||
# Using uv as an installer
|
||||
{: .no_toc }
|
||||
|
||||
It's hard to reliably
|
||||
package and distribute python command line tools
|
||||
to end users.
|
||||
Users frequently encounter challenges:
|
||||
dependency version conflicts, virtual environment management,
|
||||
needing to install python or a specific version of python, etc.
|
||||
|
||||
Aider employs [uv](https://github.com/astral-sh/uv)
|
||||
in a couple of novel ways to streamline the installation process:
|
||||
|
||||
1. Install aider with
|
||||
`curl https://aider.chat/install.sh | sh` even if python isn't already installed.
|
||||
|
||||
2. Users who have python 3.8+ installed can `pip install aider-install && aider-install`.
|
||||
|
||||
Both methods use uv to **globally** install the `aider` command line program,
|
||||
with all of its dependencies in an **isolated environment**.
|
||||
They ensure that aider will run with **python 3.12**, and install that version
|
||||
if it is not already available.
|
||||
|
||||
These uv install methods are especially helpful for aider, because it
|
||||
has a large set of very specific dependencies.
|
||||
Since not all of aider's dependencies are available on all python versions,
|
||||
it requires python 3.9-3.12.
|
||||
|
||||
Most users don't want to worry about these details --
|
||||
they just want a quick way to install and run aider.
|
||||
|
||||
|
||||
## One-liners
|
||||
|
||||
Users can install aider with a shell one-liner, without even having python previously installed:
|
||||
|
||||
```bash
|
||||
curl -LsSf https://aider.chat/install.sh | sh
|
||||
```
|
||||
|
||||
This installs uv, then uses it to install python 3.12,
|
||||
install the `aider` command line tool
|
||||
and update the user's shell path.
|
||||
Under the hood, it is simply a copy of
|
||||
uv's own install script `https://astral.sh/uv/install.sh`
|
||||
with [one line added](https://github.com/Aider-AI/aider/blob/4251e976b3aa52c2a3af08da4b203d4d524c8e92/aider/website/install.sh#L1181), to install aider as a tool:
|
||||
|
||||
```
|
||||
ensure "${_install_dir}/uv" tool install --force --python python3.12 aider-chat@latest
|
||||
```
|
||||
|
||||
|
||||
## aider-install
|
||||
|
||||
The aider-install python package allows quick global installation of aider
|
||||
for users who already have python 3.8+ installed.
|
||||
It simply provides the `aider-install` command line program,
|
||||
which users just need to run once.
|
||||
|
||||
```bash
|
||||
pip install aider-install
|
||||
aider-install
|
||||
```
|
||||
|
||||
The `pip install aider-install` installs only two packages:
|
||||
aider-install and the [uv python package](https://pypi.org/project/uv/).
|
||||
This ensures that uv is available
|
||||
in the user's environment.
|
||||
Everything else is installed in a stand-alone environment created by uv.
|
||||
|
||||
When the user runs `aider-install`, it runs uv
|
||||
to install aider as a tool and update the user's shell path if needed:
|
||||
|
||||
```bash
|
||||
uv tool install --force --python python3.12 aider-chat
|
||||
uv tool update-shell
|
||||
```
|
||||
|
||||
|
||||
## Benefits
|
||||
|
||||
These uv install methods have been popular with users,
|
||||
providing a hassle free way to install aider and quickly get started.
|
||||
Installs are also extremely fast, much faster than pip or pipx installs
|
||||
even when uv is also installing python 3.12!
|
||||
|
||||
There are also a number of benefits from the perspective of the tool developer/publisher.
|
||||
Since providing these install methods, far fewer users report dependency problems and
|
||||
version conflicts as compared to users who `pip install aider-chat`.
|
||||
There is also less pressure to rapidly support the newest python versions,
|
||||
since aider always installs with python 3.12.
|
||||
|
||||
118
aider/website/_posts/2025-01-24-r1-sonnet.md
Normal file
118
aider/website/_posts/2025-01-24-r1-sonnet.md
Normal file
@@ -0,0 +1,118 @@
|
||||
---
|
||||
title: R1+Sonnet set SOTA on aider's polyglot benchmark
|
||||
excerpt: R1+Sonnet has set a new SOTA on the aider polyglot benchmark. At 14X less cost compared to o1.
|
||||
highlight_image: /assets/r1-sonnet-sota.jpg
|
||||
draft: false
|
||||
nav_exclude: true
|
||||
---
|
||||
{% if page.date %}
|
||||
<p class="post-date">{{ page.date | date: "%B %d, %Y" }}</p>
|
||||
{% endif %}
|
||||
|
||||
# R1+Sonnet set SOTA on aider's polyglot benchmark
|
||||
{: .no_toc }
|
||||
|
||||
<canvas id="editChart" width="800" height="450" style="margin-top: 20px"></canvas>
|
||||
|
||||
Aider supports [using a pair of models for coding](https://aider.chat/2024/09/26/architect.html):
|
||||
|
||||
- An Architect model is asked to describe how to solve the coding problem. Thinking/reasoning models often work well in this role.
|
||||
- An Editor model is given the Architect's solution and asked to produce specific code editing instructions to apply those changes to existing source files.
|
||||
|
||||
**R1 as architect with Sonnet as editor has set a new SOTA of 64.0%** on the
|
||||
[aider polyglot benchmark](/2024/12/21/polyglot.html).
|
||||
They achieve this at **14X less cost** compared to the previous o1 SOTA result.
|
||||
|
||||
o1 paired with Sonnet didn't produce better results than just using o1 alone.
|
||||
Using various other models as editor didn't seem to improve o1 or R1 versus their solo scores.
|
||||
This is in contrast to the first wave of thinking models like o1-preview and o1-mini,
|
||||
which improved when paired with many different editor models.
|
||||
|
||||
o1 was set with reasoning effort high for these tests.
|
||||
|
||||
## Try it
|
||||
|
||||
Once you [install aider](https://aider.chat/docs/install.html),
|
||||
you can use aider, R1 and Sonnet like this:
|
||||
|
||||
```bash
|
||||
export DEEPSEEK_API_KEY=<your-key>
|
||||
export ANTHROPIC_API_KEY=<your-key>
|
||||
|
||||
aider --architect --model r1 --editor-model sonnet
|
||||
```
|
||||
|
||||
Or if you have an [OpenRouter](https://openrouter.ai) account:
|
||||
|
||||
```bash
|
||||
export OPENROUTER_API_KEY=<your-key>
|
||||
|
||||
aider --architect --model openrouter/deepseek/deepseek-r1 --editor-model openrouter/anthropic/claude-3.5-sonnet
|
||||
```
|
||||
|
||||
## Thinking output
|
||||
|
||||
There has been
|
||||
[some recent discussion](https://github.com/Aider-AI/aider/pull/2973)
|
||||
about extracting the `<think>` tokens from R1's responses
|
||||
and feeding them to Sonnet.
|
||||
That was an interesting experiment, for sure.
|
||||
|
||||
To be clear, the results above are *not* using R1's thinking tokens, just the normal
|
||||
final output.
|
||||
R1 is configured in aider's standard architect role with Sonnet as editor.
|
||||
The benchmark results that used the thinking tokens appear to be worse than
|
||||
the architect/editor results shared here.
|
||||
|
||||
## Results
|
||||
|
||||
<table style="width: 100%; max-width: 800px; margin: auto; border-collapse: collapse; box-shadow: 0 2px 4px rgba(0,0,0,0.1); font-size: 14px;">
|
||||
<thead style="background-color: #f2f2f2;">
|
||||
<tr>
|
||||
<th style="padding: 8px; text-align: left;">Model</th>
|
||||
<th style="padding: 8px; text-align: center;">Percent completed correctly</th>
|
||||
<th style="padding: 8px; text-align: center;">Percent using correct edit format</th>
|
||||
<th style="padding: 8px; text-align: left;">Command</th>
|
||||
<th style="padding: 8px; text-align: center;">Edit format</th>
|
||||
<th style="padding: 8px; text-align: center;">Total Cost</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{% assign edit_sorted = site.data.r1_architect | sort: 'pass_rate_2' | reverse %}
|
||||
{% for row in edit_sorted %}
|
||||
<tr style="border-bottom: 1px solid #ddd;">
|
||||
<td style="padding: 8px;">{{ row.model }}</td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.pass_rate_2 }}%</td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.percent_cases_well_formed }}%</td>
|
||||
<td style="padding: 8px;"><code>{{ row.command }}</code></td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.edit_format }}</td>
|
||||
<td style="padding: 8px; text-align: center;">{% if row.total_cost == 0 %}?{% else %}${{ row.total_cost | times: 1.0 | round: 2 }}{% endif %}</td>
|
||||
</tr>
|
||||
{% endfor %}
|
||||
</tbody>
|
||||
</table>
|
||||
|
||||
<script src="https://unpkg.com/patternomaly/dist/patternomaly.js"></script>
|
||||
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
|
||||
<script>
|
||||
{% assign data_source = edit_sorted %}
|
||||
{% assign pass_rate_field = "pass_rate_2" %}
|
||||
{% assign highlight_model = "+" %}
|
||||
{% assign show_legend = false %}
|
||||
{% include leaderboard.js %}
|
||||
</script>
|
||||
<style>
|
||||
tr.selected {
|
||||
color: #0056b3;
|
||||
}
|
||||
table {
|
||||
table-layout: fixed;
|
||||
}
|
||||
td, th {
|
||||
word-wrap: break-word;
|
||||
overflow-wrap: break-word;
|
||||
}
|
||||
td:nth-child(3), td:nth-child(4) {
|
||||
font-size: 12px;
|
||||
}
|
||||
</style>
|
||||
257
aider/website/_posts/2025-01-28-deepseek-down.md
Normal file
257
aider/website/_posts/2025-01-28-deepseek-down.md
Normal file
@@ -0,0 +1,257 @@
|
||||
---
|
||||
title: Alternative DeepSeek V3 providers
|
||||
excerpt: DeepSeek's API has been experiencing reliability issues. Here are alternative providers you can use.
|
||||
#highlight_image: /assets/deepseek-down.jpg
|
||||
draft: false
|
||||
nav_exclude: true
|
||||
---
|
||||
{% if page.date %}
|
||||
<p class="post-date">{{ page.date | date: "%B %d, %Y" }}</p>
|
||||
{% endif %}
|
||||
|
||||
# Alternative DeepSeek V3 providers
|
||||
{: .no_toc }
|
||||
|
||||
<canvas id="editChart" width="800" height="450" style="margin-top: 20px"></canvas>
|
||||
|
||||
DeepSeek's API has been experiencing significant reliability issues for the past 24-48+ hours, with many users reporting downtime and overload problems.
|
||||
Their [status page](https://status.deepseek.com) notes an ongoing incident.
|
||||
|
||||
If you're affected by these issues, several alternative providers offer access to DeepSeek V3. This article compares their performance on aider's polyglot benchmark to help you choose a reliable alternative.
|
||||
|
||||
## Providers
|
||||
{: .no_toc }
|
||||
|
||||
* TOC
|
||||
{:toc}
|
||||
|
||||
## OpenRouter
|
||||
|
||||
[OpenRouter offers many DeepSeek providers](https://openrouter.ai/deepseek/deepseek-chat/providers)
|
||||
through their unified API.
|
||||
You can use aider with OpenRouter like this:
|
||||
|
||||
```bash
|
||||
# Set your API key using environment variables
|
||||
export OPENROUTER_API_KEY=<your-key>
|
||||
aider --model openrouter/deepseek/deepseek-chat
|
||||
|
||||
# Or use the --api-key command line option
|
||||
aider --model openrouter/deepseek/deepseek-chat --api-key openrouter=<your-key>
|
||||
|
||||
# Or add it to .aider.conf.yml in your home directory or project root:
|
||||
api-key:
|
||||
- openrouter=<your-key>
|
||||
```
|
||||
|
||||
OpenRouter automatically monitors their providers and routes requests to stable
|
||||
APIs and away from those experiencing unreliable performance.
|
||||
|
||||
But not all providers serve the same version of open source models, and not
|
||||
all have the same privacy guarantees.
|
||||
You can control which OpenRouter providers are used to serve the model via
|
||||
[aider's model settings](https://aider.chat/docs/config/adv-model-settings.html#model-settings).
|
||||
Create a `.aider.model.settings.yml` file in your home directory or git project root with settings like this:
|
||||
|
||||
```yaml
|
||||
- name: openrouter/deepseek/deepseek-chat
|
||||
extra_params:
|
||||
extra_body:
|
||||
provider:
|
||||
# Only use these providers, in this order
|
||||
order: ["Novita"]
|
||||
# Don't fall back to other providers
|
||||
allow_fallbacks: false
|
||||
```
|
||||
|
||||
See [OpenRouter's provider routing docs](https://openrouter.ai/docs/provider-routing) for more details.
|
||||
|
||||
|
||||
## Fireworks
|
||||
|
||||
```bash
|
||||
# Set your API key using environment variables
|
||||
export FIREWORKS_API_KEY=<your-key>
|
||||
aider --model fireworks_ai/accounts/fireworks/models/deepseek-chat
|
||||
|
||||
# Or use the --api-key command line option
|
||||
aider --model fireworks_ai/accounts/fireworks/models/deepseek-chat --api-key fireworks=<your-key>
|
||||
|
||||
# Or add it to .aider.conf.yml in your home directory or project root:
|
||||
api-key:
|
||||
- fireworks=<your-key>
|
||||
```
|
||||
|
||||
Create a `.aider.model.settings.yml` file in your home directory or git project root with settings like this:
|
||||
|
||||
```yaml
|
||||
- name: fireworks_ai/accounts/fireworks/models/deepseek-chat
|
||||
edit_format: diff
|
||||
weak_model_name: null
|
||||
use_repo_map: true
|
||||
send_undo_reply: false
|
||||
lazy: false
|
||||
reminder: sys
|
||||
examples_as_sys_msg: true
|
||||
extra_params:
|
||||
max_tokens: 8192
|
||||
cache_control: false
|
||||
caches_by_default: true
|
||||
use_system_prompt: true
|
||||
use_temperature: true
|
||||
streaming: true
|
||||
```
|
||||
|
||||
|
||||
## Hyperbolic
|
||||
|
||||
You can use [Hyperbolic's API](https://hyperbolic.xyz) as an OpenAI-compatible provider:
|
||||
|
||||
```bash
|
||||
# Set your API key using environment variables
|
||||
export OPENAI_API_BASE=https://api.hyperbolic.xyz/v1/
|
||||
export OPENAI_API_KEY=<your-key>
|
||||
aider --model openai/deepseek-ai/DeepSeek-V3
|
||||
|
||||
# Or use the --api-key command line option
|
||||
aider --model openai/deepseek-ai/DeepSeek-V3 --api-key openai=<your-key>
|
||||
|
||||
# Or add it to .aider.conf.yml in your home directory or project root:
|
||||
api-key:
|
||||
- openai=<your-key>
|
||||
```
|
||||
|
||||
Create a `.aider.model.settings.yml` file in your home directory or git project root with settings like this:
|
||||
|
||||
```yaml
|
||||
- name: openai/deepseek-ai/DeepSeek-V3
|
||||
edit_format: diff
|
||||
weak_model_name: null
|
||||
use_repo_map: true
|
||||
send_undo_reply: false
|
||||
lazy: false
|
||||
reminder: sys
|
||||
examples_as_sys_msg: true
|
||||
cache_control: false
|
||||
caches_by_default: true
|
||||
use_system_prompt: true
|
||||
use_temperature: true
|
||||
streaming: true
|
||||
editor_model_name: null
|
||||
editor_edit_format: null
|
||||
extra_params:
|
||||
max_tokens: 65536
|
||||
```
|
||||
|
||||
## Ollama
|
||||
|
||||
You can run [DeepSeek V3 via Ollama](https://ollama.com/library/deepseek-v3).
|
||||
|
||||
```bash
|
||||
# Pull the model
|
||||
ollama pull deepseek-v3
|
||||
|
||||
# Start your ollama server
|
||||
ollama serve
|
||||
|
||||
# In another terminal window...
|
||||
export OLLAMA_API_BASE=http://127.0.0.1:11434 # Mac/Linux
|
||||
setx OLLAMA_API_BASE http://127.0.0.1:11434 # Windows, restart shell after setx
|
||||
|
||||
aider --model ollama/deepseek-v3
|
||||
```
|
||||
|
||||
It's important to provide model settings, especially the `num_ctx` parameter to
|
||||
set the context window.
|
||||
Ollama uses a 2k context window by default, which is very small for working with aider.
|
||||
Larger context windows will allow you to work with larger amounts of code,
|
||||
but will use memory and increase latency.
|
||||
|
||||
Unlike most other LLM servers, Ollama does not throw an error if you submit a request that exceeds the context window. Instead, it just silently truncates the request by discarding the “oldest” messages in the chat to make it fit within the context window.
|
||||
|
||||
So if your context window is too small, you won’t get an explicit error. The biggest symptom will be that aider says it can’t see (some of) the files you added to the chat. That’s because ollama is silently discarding them because they exceed the context window.
|
||||
|
||||
Create a `.aider.model.settings.yml` file in your home directory or git project root with settings like this:
|
||||
|
||||
```yaml
|
||||
- name: ollama/deepseek-v3
|
||||
edit_format: diff
|
||||
weak_model_name: null
|
||||
use_repo_map: true
|
||||
send_undo_reply: false
|
||||
lazy: false
|
||||
reminder: sys
|
||||
examples_as_sys_msg: true
|
||||
cache_control: false
|
||||
caches_by_default: true
|
||||
use_system_prompt: true
|
||||
use_temperature: true
|
||||
streaming: true
|
||||
extra_params:
|
||||
num_ctx: 8192 # How large a context window?
|
||||
```
|
||||
|
||||
## Other providers
|
||||
|
||||
You will need to properly configure aider to work with DeepSeek V3 when served
|
||||
via other providers:
|
||||
|
||||
- Determine the `--model` name to use.
|
||||
- Provide your API key to aider.
|
||||
- Add model settings to `.aider.model.settings.yml`.
|
||||
|
||||
|
||||
Adapt the `.aider.model.settings.yml` shown above for Fireworks. You will need to change the `name` field to match you chosen provider's model naming scheme.
|
||||
|
||||
See [Advanced model settings](https://aider.chat/docs/config/adv-model-settings.html#model-settings) for details about all aider model settings
|
||||
|
||||
## Results
|
||||
|
||||
|
||||
<table style="width: 100%; max-width: 800px; margin: auto; border-collapse: collapse; box-shadow: 0 2px 4px rgba(0,0,0,0.1); font-size: 14px;">
|
||||
<thead style="background-color: #f2f2f2;">
|
||||
<tr>
|
||||
<th style="padding: 8px; text-align: left;">Model</th>
|
||||
<th style="padding: 8px; text-align: center;">Percent completed correctly</th>
|
||||
<th style="padding: 8px; text-align: center;">Percent using correct edit format</th>
|
||||
<th style="padding: 8px; text-align: left;">Command</th>
|
||||
<th style="padding: 8px; text-align: center;">Edit format</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{% assign edit_sorted = site.data.deepseek-down | sort: 'pass_rate_2' | reverse %}
|
||||
{% for row in edit_sorted %}
|
||||
<tr style="border-bottom: 1px solid #ddd;">
|
||||
<td style="padding: 8px;">{{ row.model }}</td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.pass_rate_2 }}%</td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.percent_cases_well_formed }}%</td>
|
||||
<td style="padding: 8px;"><code>{{ row.command }}</code></td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.edit_format }}</td>
|
||||
</tr>
|
||||
{% endfor %}
|
||||
</tbody>
|
||||
</table>
|
||||
|
||||
<script src="https://unpkg.com/patternomaly/dist/patternomaly.js"></script>
|
||||
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
|
||||
<script>
|
||||
{% assign data_source = edit_sorted %}
|
||||
{% assign pass_rate_field = "pass_rate_2" %}
|
||||
{% assign highlight_model = "DeepSeek" %}
|
||||
{% include leaderboard.js %}
|
||||
</script>
|
||||
<style>
|
||||
tr.selected {
|
||||
color: #0056b3;
|
||||
}
|
||||
table {
|
||||
table-layout: fixed;
|
||||
}
|
||||
td, th {
|
||||
word-wrap: break-word;
|
||||
overflow-wrap: break-word;
|
||||
}
|
||||
td:nth-child(3), td:nth-child(4) {
|
||||
font-size: 12px;
|
||||
}
|
||||
</style>
|
||||
BIN
aider/website/assets/o1-polyglot.jpg
Normal file
BIN
aider/website/assets/o1-polyglot.jpg
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 157 KiB |
BIN
aider/website/assets/r1-sonnet-sota.jpg
Normal file
BIN
aider/website/assets/r1-sonnet-sota.jpg
Normal file
Binary file not shown.
|
After Width: | Height: | Size: 124 KiB |
File diff suppressed because it is too large
Load Diff
@@ -44,7 +44,7 @@
|
||||
## Use gpt-3.5-turbo model for the main chat
|
||||
#35turbo: false
|
||||
|
||||
## Use deepseek/deepseek-coder model for the main chat
|
||||
## Use deepseek/deepseek-chat model for the main chat
|
||||
#deepseek: false
|
||||
|
||||
## Use o1-mini model for the main chat
|
||||
@@ -113,6 +113,9 @@
|
||||
# - yyy
|
||||
# - zzz
|
||||
|
||||
## Set the reasoning_effort API parameter (default: not set)
|
||||
#reasoning-effort: xxx
|
||||
|
||||
## Verify the SSL cert when connecting to models (default: True)
|
||||
#verify-ssl: true
|
||||
|
||||
@@ -152,7 +155,7 @@
|
||||
###################
|
||||
# Repomap settings:
|
||||
|
||||
## Suggested number of tokens to use for repo map, use 0 to disable (default: 1024)
|
||||
## Suggested number of tokens to use for repo map, use 0 to disable
|
||||
#map-tokens: xxx
|
||||
|
||||
## Control how often the repo map is refreshed. Options: auto, always, files, manual (default: auto)
|
||||
@@ -218,7 +221,7 @@
|
||||
## Set the background color for the current item in the completion menu (default: terminal's default text color)
|
||||
#completion-menu-current-bg-color: xxx
|
||||
|
||||
## Set the markdown code theme (default: default, other options include monokai, solarized-dark, solarized-light)
|
||||
## Set the markdown code theme (default: default, other options include monokai, solarized-dark, solarized-light, or a Pygments builtin style, see https://pygments.org/styles for available themes)
|
||||
#code-theme: default
|
||||
|
||||
## Show diffs when committing changes (default: False)
|
||||
@@ -410,6 +413,9 @@
|
||||
## Specify the encoding for input and output (default: utf-8)
|
||||
#encoding: utf-8
|
||||
|
||||
## Line endings to use when writing files (default: platform)
|
||||
#line-endings: platform
|
||||
|
||||
## Specify the config file (default: search for .aider.conf.yml in git root, cwd or home directory)
|
||||
#config: xxx
|
||||
|
||||
|
||||
@@ -48,7 +48,7 @@
|
||||
## Use gpt-3.5-turbo model for the main chat
|
||||
#AIDER_35TURBO=
|
||||
|
||||
## Use deepseek/deepseek-coder model for the main chat
|
||||
## Use deepseek/deepseek-chat model for the main chat
|
||||
#AIDER_DEEPSEEK=
|
||||
|
||||
## Use o1-mini model for the main chat
|
||||
@@ -102,6 +102,9 @@
|
||||
## Add a model alias (can be used multiple times)
|
||||
#AIDER_ALIAS=
|
||||
|
||||
## Set the reasoning_effort API parameter (default: not set)
|
||||
#AIDER_REASONING_EFFORT=
|
||||
|
||||
## Verify the SSL cert when connecting to models (default: True)
|
||||
#AIDER_VERIFY_SSL=true
|
||||
|
||||
@@ -141,7 +144,7 @@
|
||||
###################
|
||||
# Repomap settings:
|
||||
|
||||
## Suggested number of tokens to use for repo map, use 0 to disable (default: 1024)
|
||||
## Suggested number of tokens to use for repo map, use 0 to disable
|
||||
#AIDER_MAP_TOKENS=
|
||||
|
||||
## Control how often the repo map is refreshed. Options: auto, always, files, manual (default: auto)
|
||||
@@ -207,7 +210,7 @@
|
||||
## Set the background color for the current item in the completion menu (default: terminal's default text color)
|
||||
#AIDER_COMPLETION_MENU_CURRENT_BG_COLOR=
|
||||
|
||||
## Set the markdown code theme (default: default, other options include monokai, solarized-dark, solarized-light)
|
||||
## Set the markdown code theme (default: default, other options include monokai, solarized-dark, solarized-light, or a Pygments builtin style, see https://pygments.org/styles for available themes)
|
||||
#AIDER_CODE_THEME=default
|
||||
|
||||
## Show diffs when committing changes (default: False)
|
||||
@@ -381,6 +384,9 @@
|
||||
## Specify the encoding for input and output (default: utf-8)
|
||||
#AIDER_ENCODING=utf-8
|
||||
|
||||
## Line endings to use when writing files (default: platform)
|
||||
#AIDER_LINE_ENDINGS=platform
|
||||
|
||||
## Specify the .env file to load (default: .env in git root)
|
||||
#AIDER_ENV_FILE=.env
|
||||
|
||||
|
||||
File diff suppressed because it is too large
Load Diff
@@ -7,13 +7,15 @@ description: How to configure aider with a yaml config file.
|
||||
# YAML config file
|
||||
|
||||
Most of aider's options can be set in an `.aider.conf.yml` file.
|
||||
Aider will look for a this file in these locations and
|
||||
load whichever is found first.
|
||||
Aider will look for a this file in these locations:
|
||||
|
||||
- As specified with the `--config <filename>` parameter.
|
||||
- The current directory.
|
||||
- The root of your git repo.
|
||||
- Your home directory.
|
||||
- The root of your git repo.
|
||||
- The current directory.
|
||||
|
||||
If the files above exist, they will be loaded in that order. Files loaded last will take priority.
|
||||
|
||||
You can also specify the `--config <filename>` parameter, which will only load the one config file.
|
||||
|
||||
{% include keys.md %}
|
||||
|
||||
@@ -96,7 +98,7 @@ cog.outl("```")
|
||||
## Use gpt-3.5-turbo model for the main chat
|
||||
#35turbo: false
|
||||
|
||||
## Use deepseek/deepseek-coder model for the main chat
|
||||
## Use deepseek/deepseek-chat model for the main chat
|
||||
#deepseek: false
|
||||
|
||||
## Use o1-mini model for the main chat
|
||||
@@ -165,6 +167,9 @@ cog.outl("```")
|
||||
# - yyy
|
||||
# - zzz
|
||||
|
||||
## Set the reasoning_effort API parameter (default: not set)
|
||||
#reasoning-effort: xxx
|
||||
|
||||
## Verify the SSL cert when connecting to models (default: True)
|
||||
#verify-ssl: true
|
||||
|
||||
@@ -204,7 +209,7 @@ cog.outl("```")
|
||||
###################
|
||||
# Repomap settings:
|
||||
|
||||
## Suggested number of tokens to use for repo map, use 0 to disable (default: 1024)
|
||||
## Suggested number of tokens to use for repo map, use 0 to disable
|
||||
#map-tokens: xxx
|
||||
|
||||
## Control how often the repo map is refreshed. Options: auto, always, files, manual (default: auto)
|
||||
@@ -270,7 +275,7 @@ cog.outl("```")
|
||||
## Set the background color for the current item in the completion menu (default: terminal's default text color)
|
||||
#completion-menu-current-bg-color: xxx
|
||||
|
||||
## Set the markdown code theme (default: default, other options include monokai, solarized-dark, solarized-light)
|
||||
## Set the markdown code theme (default: default, other options include monokai, solarized-dark, solarized-light, or a Pygments builtin style, see https://pygments.org/styles for available themes)
|
||||
#code-theme: default
|
||||
|
||||
## Show diffs when committing changes (default: False)
|
||||
@@ -462,6 +467,9 @@ cog.outl("```")
|
||||
## Specify the encoding for input and output (default: utf-8)
|
||||
#encoding: utf-8
|
||||
|
||||
## Line endings to use when writing files (default: platform)
|
||||
#line-endings: platform
|
||||
|
||||
## Specify the config file (default: search for .aider.conf.yml in git root, cwd or home directory)
|
||||
#config: xxx
|
||||
|
||||
|
||||
@@ -6,24 +6,30 @@ description: Setting API keys for API providers.
|
||||
|
||||
# API Keys
|
||||
|
||||
### OpenAI and Anthropic
|
||||
Aider lets you specify API keys in a few ways:
|
||||
|
||||
- On the command line
|
||||
- As environment variables
|
||||
- In a `.env` file
|
||||
- In your `.aider.conf.yml` config file
|
||||
|
||||
---
|
||||
|
||||
## OpenAI and Anthropic
|
||||
|
||||
Aider has special support for providing
|
||||
OpenAI and Anthropic API keys
|
||||
via dedicated switches and configuration options.
|
||||
Settings keys for other providers works a bit differently, see below.
|
||||
|
||||
#### Command line
|
||||
|
||||
You can set OpenAI and Anthropic API keys via
|
||||
[command line switches](/docs/config/options.html#api-keys-and-settings)
|
||||
`--openai-api-key` and `--anthropic-api-key`.
|
||||
|
||||
You can also set those API keys via special entries in the
|
||||
[yaml config file](/docs/config/aider_conf.html), like this:
|
||||
|
||||
```yaml
|
||||
openai-api-key: <key>
|
||||
anthropic-api-key: <key>
|
||||
```
|
||||
#### Environment variables or .env file
|
||||
|
||||
You can also store them in environment variables or a
|
||||
[.env file](/docs/config/dotenv.html), which also works
|
||||
@@ -34,16 +40,43 @@ OPENAI_API_KEY=<key>
|
||||
ANTHROPIC_API_KEY=<key>
|
||||
```
|
||||
|
||||
#### Yaml config file
|
||||
You can also set those API keys via special entries in the
|
||||
[yaml config file](/docs/config/aider_conf.html), like this:
|
||||
|
||||
```yaml
|
||||
openai-api-key: <key>
|
||||
anthropic-api-key: <key>
|
||||
```
|
||||
|
||||
|
||||
---
|
||||
|
||||
## Other API providers
|
||||
|
||||
All other LLM providers can use one of these other methods to set their API keys.
|
||||
|
||||
### API keys on the command line
|
||||
#### Command line
|
||||
{: .no_toc }
|
||||
|
||||
Use `--api-key provider=<key>` which has the effect of setting the environment variable `PROVIDER_API_KEY=<key>`. So `--api-key gemini=xxx` would set `GEMINI_API_KEY=xxx`.
|
||||
|
||||
### API keys in .aider.conf.yml
|
||||
#### Environment variables or .env file
|
||||
{: .no_toc }
|
||||
|
||||
You can set API keys in environment variables.
|
||||
The [.env file](/docs/config/dotenv.html)
|
||||
is a great place to store your API keys and other provider API environment variables:
|
||||
|
||||
```bash
|
||||
GEMINI_API_KEY=foo
|
||||
OPENROUTER_API_KEY=bar
|
||||
DEEPSEEK_API_KEY=baz
|
||||
```
|
||||
|
||||
#### Yaml config file
|
||||
|
||||
|
||||
You can also set API keys in the
|
||||
[`.aider.conf.yml` file](/docs/config/aider_conf.html)
|
||||
via the `api-key` entry:
|
||||
@@ -55,14 +88,3 @@ api-key:
|
||||
- deepseek=baz # Sets env var DEEPSEEK_API_KEY=baz
|
||||
```
|
||||
|
||||
### API keys in a .env file
|
||||
{: .no_toc }
|
||||
|
||||
The [.env file](/docs/config/dotenv.html)
|
||||
is a great place to set API keys and other provider API environment variables:
|
||||
|
||||
```bash
|
||||
GEMINI_API_KEY=foo
|
||||
OPENROUTER_API_KEY=bar
|
||||
DEEPSEEK_API_KEY=baz
|
||||
```
|
||||
|
||||
@@ -88,7 +88,7 @@ cog.outl("```")
|
||||
## Use gpt-3.5-turbo model for the main chat
|
||||
#AIDER_35TURBO=
|
||||
|
||||
## Use deepseek/deepseek-coder model for the main chat
|
||||
## Use deepseek/deepseek-chat model for the main chat
|
||||
#AIDER_DEEPSEEK=
|
||||
|
||||
## Use o1-mini model for the main chat
|
||||
@@ -142,6 +142,9 @@ cog.outl("```")
|
||||
## Add a model alias (can be used multiple times)
|
||||
#AIDER_ALIAS=
|
||||
|
||||
## Set the reasoning_effort API parameter (default: not set)
|
||||
#AIDER_REASONING_EFFORT=
|
||||
|
||||
## Verify the SSL cert when connecting to models (default: True)
|
||||
#AIDER_VERIFY_SSL=true
|
||||
|
||||
@@ -181,7 +184,7 @@ cog.outl("```")
|
||||
###################
|
||||
# Repomap settings:
|
||||
|
||||
## Suggested number of tokens to use for repo map, use 0 to disable (default: 1024)
|
||||
## Suggested number of tokens to use for repo map, use 0 to disable
|
||||
#AIDER_MAP_TOKENS=
|
||||
|
||||
## Control how often the repo map is refreshed. Options: auto, always, files, manual (default: auto)
|
||||
@@ -247,7 +250,7 @@ cog.outl("```")
|
||||
## Set the background color for the current item in the completion menu (default: terminal's default text color)
|
||||
#AIDER_COMPLETION_MENU_CURRENT_BG_COLOR=
|
||||
|
||||
## Set the markdown code theme (default: default, other options include monokai, solarized-dark, solarized-light)
|
||||
## Set the markdown code theme (default: default, other options include monokai, solarized-dark, solarized-light, or a Pygments builtin style, see https://pygments.org/styles for available themes)
|
||||
#AIDER_CODE_THEME=default
|
||||
|
||||
## Show diffs when committing changes (default: False)
|
||||
@@ -421,6 +424,9 @@ cog.outl("```")
|
||||
## Specify the encoding for input and output (default: utf-8)
|
||||
#AIDER_ENCODING=utf-8
|
||||
|
||||
## Line endings to use when writing files (default: platform)
|
||||
#AIDER_LINE_ENDINGS=platform
|
||||
|
||||
## Specify the .env file to load (default: .env in git root)
|
||||
#AIDER_ENV_FILE=.env
|
||||
|
||||
|
||||
@@ -13,7 +13,7 @@ Model aliases allow you to create shorthand names for models you frequently use.
|
||||
You can define aliases when launching aider using the `--alias` option:
|
||||
|
||||
```bash
|
||||
aider --alias "fast:gpt-3.5-turbo" --alias "smart:gpt-4"
|
||||
aider --alias "fast:gpt-4o-mini" --alias "smart:o3-mini"
|
||||
```
|
||||
|
||||
Multiple aliases can be defined by using the `--alias` option multiple times. Each alias definition should be in the format `alias:model-name`.
|
||||
@@ -24,8 +24,8 @@ You can also define aliases in your [`.aider.conf.yml` file](https://aider.chat/
|
||||
|
||||
```yaml
|
||||
alias:
|
||||
- "fast:gpt-3.5-turbo"
|
||||
- "smart:gpt-4"
|
||||
- "fast:gpt-4o-mini"
|
||||
- "smart:o3-mini"
|
||||
- "hacker:claude-3-sonnet-20240229"
|
||||
```
|
||||
|
||||
@@ -34,8 +34,8 @@ alias:
|
||||
Once defined, you can use the alias instead of the full model name:
|
||||
|
||||
```bash
|
||||
aider --model fast # Uses gpt-3.5-turbo
|
||||
aider --model smart # Uses gpt-4
|
||||
aider --model fast # Uses gpt-4o-mini
|
||||
aider --model smart # Uses o3-mini
|
||||
```
|
||||
|
||||
## Built-in Aliases
|
||||
@@ -55,10 +55,11 @@ for alias, model in sorted(MODEL_ALIASES.items()):
|
||||
- `4`: gpt-4-0613
|
||||
- `4-turbo`: gpt-4-1106-preview
|
||||
- `4o`: gpt-4o
|
||||
- `deepseek`: deepseek/deepseek-coder
|
||||
- `deepseek`: deepseek/deepseek-chat
|
||||
- `flash`: gemini/gemini-2.0-flash-exp
|
||||
- `haiku`: claude-3-5-haiku-20241022
|
||||
- `opus`: claude-3-opus-20240229
|
||||
- `r1`: deepseek/deepseek-reasoner
|
||||
- `sonnet`: claude-3-5-sonnet-20241022
|
||||
<!--[[[end]]]-->
|
||||
|
||||
|
||||
@@ -30,7 +30,8 @@ usage: aider [-h] [--model] [--opus] [--sonnet] [--haiku] [--4]
|
||||
[--openai-api-deployment-id] [--openai-organization-id]
|
||||
[--set-env] [--api-key] [--list-models]
|
||||
[--model-settings-file] [--model-metadata-file]
|
||||
[--alias] [--verify-ssl | --no-verify-ssl] [--timeout]
|
||||
[--alias] [--reasoning-effort]
|
||||
[--verify-ssl | --no-verify-ssl] [--timeout]
|
||||
[--edit-format] [--architect] [--weak-model]
|
||||
[--editor-model] [--editor-edit-format]
|
||||
[--show-model-warnings | --no-show-model-warnings]
|
||||
@@ -73,7 +74,7 @@ usage: aider [-h] [--model] [--opus] [--sonnet] [--haiku] [--4]
|
||||
[--show-prompts] [--voice-format] [--voice-language]
|
||||
[--voice-input-device] [--file] [--read] [--vim]
|
||||
[--chat-language] [--yes-always] [-v] [--load]
|
||||
[--encoding] [-c] [--env-file]
|
||||
[--encoding] [--line-endings] [-c] [--env-file]
|
||||
[--suggest-shell-commands | --no-suggest-shell-commands]
|
||||
[--fancy-input | --no-fancy-input]
|
||||
[--multiline | --no-multiline]
|
||||
@@ -136,7 +137,7 @@ Aliases:
|
||||
- `-3`
|
||||
|
||||
### `--deepseek`
|
||||
Use deepseek/deepseek-coder model for the main chat
|
||||
Use deepseek/deepseek-chat model for the main chat
|
||||
Environment variable: `AIDER_DEEPSEEK`
|
||||
|
||||
### `--o1-mini`
|
||||
@@ -210,6 +211,10 @@ Environment variable: `AIDER_MODEL_METADATA_FILE`
|
||||
Add a model alias (can be used multiple times)
|
||||
Environment variable: `AIDER_ALIAS`
|
||||
|
||||
### `--reasoning-effort VALUE`
|
||||
Set the reasoning_effort API parameter (default: not set)
|
||||
Environment variable: `AIDER_REASONING_EFFORT`
|
||||
|
||||
### `--verify-ssl`
|
||||
Verify the SSL cert when connecting to models (default: True)
|
||||
Default: True
|
||||
@@ -275,7 +280,7 @@ Environment variable: `AIDER_CACHE_KEEPALIVE_PINGS`
|
||||
## Repomap settings:
|
||||
|
||||
### `--map-tokens VALUE`
|
||||
Suggested number of tokens to use for repo map, use 0 to disable (default: 1024)
|
||||
Suggested number of tokens to use for repo map, use 0 to disable
|
||||
Environment variable: `AIDER_MAP_TOKENS`
|
||||
|
||||
### `--map-refresh VALUE`
|
||||
@@ -381,7 +386,7 @@ Set the background color for the current item in the completion menu (default: t
|
||||
Environment variable: `AIDER_COMPLETION_MENU_CURRENT_BG_COLOR`
|
||||
|
||||
### `--code-theme VALUE`
|
||||
Set the markdown code theme (default: default, other options include monokai, solarized-dark, solarized-light)
|
||||
Set the markdown code theme (default: default, other options include monokai, solarized-dark, solarized-light, or a Pygments builtin style, see https://pygments.org/styles for available themes)
|
||||
Default: default
|
||||
Environment variable: `AIDER_CODE_THEME`
|
||||
|
||||
@@ -705,6 +710,11 @@ Specify the encoding for input and output (default: utf-8)
|
||||
Default: utf-8
|
||||
Environment variable: `AIDER_ENCODING`
|
||||
|
||||
### `--line-endings VALUE`
|
||||
Line endings to use when writing files (default: platform)
|
||||
Default: platform
|
||||
Environment variable: `AIDER_LINE_ENDINGS`
|
||||
|
||||
### `--config CONFIG_FILE`
|
||||
Specify the config file (default: search for .aider.conf.yml in git root, cwd or home directory)
|
||||
Aliases:
|
||||
|
||||
83
aider/website/docs/config/reasoning.md
Normal file
83
aider/website/docs/config/reasoning.md
Normal file
@@ -0,0 +1,83 @@
|
||||
---
|
||||
parent: Configuration
|
||||
nav_order: 110
|
||||
description: How to configure reasoning model settings from secondary providers.
|
||||
---
|
||||
|
||||
# Reasoning models
|
||||
|
||||
Many
|
||||
"reasoning" models have restrictions on how they can be used.
|
||||
They sometimes prohibit streaming, use of temperature and/or the system prompt.
|
||||
Aider is configured to work properly with these models
|
||||
when served through major provider APIs.
|
||||
|
||||
You may need to [configure model settings](/docs/config/adv-model-settings.html)
|
||||
if you are using them through another provider
|
||||
and see errors related to temperature or system prompt.
|
||||
|
||||
Include settings for your new provider in `.aider.model.setting.yml` file
|
||||
at the root of your project or in your home directory.
|
||||
|
||||
## Temperature, streaming and system prompt
|
||||
|
||||
You should find one of the existing model setting configuration entries
|
||||
for the model you are interested in, say o3-mini:
|
||||
|
||||
```yaml
|
||||
- name: o3-mini
|
||||
edit_format: diff
|
||||
weak_model_name: gpt-4o-mini
|
||||
use_repo_map: true
|
||||
use_temperature: false # <---
|
||||
editor_model_name: gpt-4o
|
||||
editor_edit_format: editor-diff
|
||||
```
|
||||
|
||||
Pay attention to these settings, which must be set to `false`
|
||||
for certain reasoning models:
|
||||
|
||||
- `use_temperature`
|
||||
- `streaming`
|
||||
- `use_system_prompt`
|
||||
|
||||
Here's an example of
|
||||
the settings to use o3-mini via Azure.
|
||||
Note that aider already has these settings pre-configured, but they
|
||||
serve as a good example of how to adapt the main model
|
||||
settings for a different provider.
|
||||
|
||||
```yaml
|
||||
- name: azure/o3-mini
|
||||
edit_format: diff
|
||||
weak_model_name: azure/gpt-4o-mini
|
||||
use_repo_map: true
|
||||
use_temperature: false # <---
|
||||
editor_model_name: azure/gpt-4o
|
||||
editor_edit_format: editor-diff
|
||||
```
|
||||
|
||||
## Thinking tokens
|
||||
|
||||
There is also a `remove_reasoning` setting, which takes the name of a tag.
|
||||
This is used to remove everything inside that XML tag pair.
|
||||
|
||||
For example when using DeepSeek R1 from Fireworks, the reasoning comes back inside
|
||||
`<think>...</think>` tags, so aider's settings
|
||||
include `remove_reasoning: think` to remove that part of the response.
|
||||
|
||||
Aider will still *display* think reasoning output, it just won't use it
|
||||
to find file editing instructions, etc.
|
||||
|
||||
```yaml
|
||||
- name: fireworks_ai/accounts/fireworks/models/deepseek-r1
|
||||
edit_format: diff
|
||||
weak_model_name: fireworks_ai/accounts/fireworks/models/deepseek-v3
|
||||
use_repo_map: true
|
||||
extra_params:
|
||||
max_tokens: 160000
|
||||
use_temperature: false
|
||||
editor_model_name: fireworks_ai/accounts/fireworks/models/deepseek-v3
|
||||
editor_edit_format: editor-diff
|
||||
remove_reasoning: think # <---
|
||||
```
|
||||
@@ -141,6 +141,18 @@ When starting a fresh aider session, you can include recent git history in the c
|
||||
|
||||
Remember, the chat history already includes recent changes made during the current session, so this tip is most useful when starting a new aider session and you want to provide context about recent work.
|
||||
|
||||
You can also use aider to review PR branches:
|
||||
|
||||
```
|
||||
/run git diff one-branch..another-branch
|
||||
|
||||
...
|
||||
|
||||
Add 6.9k tokens of command output to the chat? (Y)es/(N)o [Yes]: Yes
|
||||
|
||||
/ask Are there any problems with the way this change works with the FooBar class?
|
||||
```
|
||||
|
||||
{: .tip }
|
||||
The `/git` command will not work for this purpose, as its output is not included in the chat.
|
||||
|
||||
@@ -237,13 +249,15 @@ tr:hover { background-color: #f5f5f5; }
|
||||
</style>
|
||||
<table>
|
||||
<tr><th>Model Name</th><th class='right'>Total Tokens</th><th class='right'>Percent</th></tr>
|
||||
<tr><td>claude-3-5-sonnet-20241022</td><td class='right'>1,630,102</td><td class='right'>88.9%</td></tr>
|
||||
<tr><td>o1-preview</td><td class='right'>83,782</td><td class='right'>4.6%</td></tr>
|
||||
<tr><td>gemini/REDACTED</td><td class='right'>82,572</td><td class='right'>4.5%</td></tr>
|
||||
<tr><td>deepseek/deepseek-coder</td><td class='right'>24,628</td><td class='right'>1.3%</td></tr>
|
||||
<tr><td>gpt-4o</td><td class='right'>9,243</td><td class='right'>0.5%</td></tr>
|
||||
<tr><td>gpt-4o-mini</td><td class='right'>3,420</td><td class='right'>0.2%</td></tr>
|
||||
<tr><td>mistral/REDACTED</td><td class='right'>620</td><td class='right'>0.0%</td></tr>
|
||||
<tr><td>claude-3-5-sonnet-20241022</td><td class='right'>814,947</td><td class='right'>51.4%</td></tr>
|
||||
<tr><td>fireworks_ai/accounts/fireworks/models/deepseek-v3</td><td class='right'>286,019</td><td class='right'>18.0%</td></tr>
|
||||
<tr><td>o3-mini</td><td class='right'>257,958</td><td class='right'>16.3%</td></tr>
|
||||
<tr><td>deepseek/deepseek-chat</td><td class='right'>97,745</td><td class='right'>6.2%</td></tr>
|
||||
<tr><td>fireworks_ai/accounts/fireworks/models/deepseek-r1</td><td class='right'>65,251</td><td class='right'>4.1%</td></tr>
|
||||
<tr><td>fireworks_ai/REDACTED</td><td class='right'>41,013</td><td class='right'>2.6%</td></tr>
|
||||
<tr><td>deepseek/deepseek-reasoner</td><td class='right'>20,223</td><td class='right'>1.3%</td></tr>
|
||||
<tr><td>gemini/REDACTED</td><td class='right'>1,859</td><td class='right'>0.1%</td></tr>
|
||||
<tr><td>ollama_chat/REDACTED</td><td class='right'>309</td><td class='right'>0.0%</td></tr>
|
||||
</table>
|
||||
|
||||
{: .note :}
|
||||
@@ -261,6 +275,31 @@ by doing something like `git blame` on the repo,
|
||||
and counting up who wrote all the new lines of code in each release.
|
||||
Only lines in source code files are counted, not documentation or prompt files.
|
||||
|
||||
## Why does aider sometimes stop highlighting code in its replies?
|
||||
|
||||
Aider displays the markdown responses that are coming back from the LLM.
|
||||
Usually, the LLM will reply with code in a markdown "code block" with
|
||||
triple backtick fences, like this:
|
||||
|
||||
````
|
||||
Here's some code:
|
||||
|
||||
```
|
||||
print("hello")
|
||||
```
|
||||
````
|
||||
|
||||
But if you've added files to the chat that contain triple backticks,
|
||||
aider needs to tell the LLM to use a different set of fences.
|
||||
Otherwise, the LLM can't safely include your code's triple backticks
|
||||
inside the code blocks that it returns with edits.
|
||||
Aider will use fences like `<source>...</source>` in this case.
|
||||
|
||||
A side effect of this is that the code that aider outputs may no
|
||||
longer be properly highlighted.
|
||||
You will most often notice this if you add markdown files
|
||||
to you chats that contain code blocks.
|
||||
|
||||
## Why is the LLM speaking to me in an unexpected language?
|
||||
|
||||
Aider goes to some effort to prompt the model to use the language that is configured
|
||||
|
||||
@@ -13,31 +13,62 @@ description: How to install and get started pair programming with aider.
|
||||
|
||||
{% include get-started.md %}
|
||||
|
||||
This will install aider in its own separate python environment.
|
||||
If needed,
|
||||
aider-install will automatically install a separate version of python3.12 to use with aider.
|
||||
aider-install will also install a separate version of python 3.12 to use with aider.
|
||||
|
||||
Once aider is installed,
|
||||
there are also some [optional install steps](/docs/install/optional.html).
|
||||
|
||||
There are some [optional install steps](/docs/install/optional.html) you could consider.
|
||||
See the [usage instructions](https://aider.chat/docs/usage.html) to start coding with aider.
|
||||
|
||||
## One-liners
|
||||
|
||||
These one-liners will install aider, along with python 3.12 if needed.
|
||||
They are based on the
|
||||
[uv installers](https://docs.astral.sh/uv/getting-started/installation/).
|
||||
|
||||
#### Windows
|
||||
|
||||
```powershell
|
||||
powershell -ExecutionPolicy ByPass -c "irm https://aider.chat/install.ps1 | iex"
|
||||
```
|
||||
|
||||
#### Mac & Linux
|
||||
|
||||
Use curl to download the script and execute it with sh:
|
||||
|
||||
```bash
|
||||
curl -LsSf https://aider.chat/install.sh | sh
|
||||
```
|
||||
|
||||
If your system doesn't have curl, you can use wget:
|
||||
|
||||
```bash
|
||||
wget -qO- https://aider.chat/install.sh | sh
|
||||
```
|
||||
|
||||
|
||||
## Install with uv
|
||||
|
||||
A recommended way to install aider is with uv:
|
||||
You can install aider with uv:
|
||||
|
||||
```bash
|
||||
python -m pip install uv # If you need to install uv
|
||||
uv tool install --python python3.12 aider-chat
|
||||
uv tool install --force --python python3.12 aider-chat@latest
|
||||
```
|
||||
|
||||
You can use uv to install aider with your existing python versions 3.8-3.13.
|
||||
This will install uv using your existing python version 3.8-3.13,
|
||||
and use it to install aider.
|
||||
If needed,
|
||||
uv will automatically install a separate version of python3.12 to use with aider.
|
||||
uv will automatically install a separate python 3.12 to use with aider.
|
||||
|
||||
Also see the
|
||||
[docs on other methods for installing uv itself](https://docs.astral.sh/uv/getting-started/installation/).
|
||||
|
||||
## Install with pipx
|
||||
|
||||
A recommended way to install aider is with pipx:
|
||||
You can install aider with pipx:
|
||||
|
||||
```bash
|
||||
python -m pip install pipx # If you need to install pipx
|
||||
@@ -49,12 +80,14 @@ You can use pipx to install aider with python versions 3.9-3.12.
|
||||
Also see the
|
||||
[docs on other methods for installing pipx itself](https://pipx.pypa.io/stable/installation/).
|
||||
|
||||
## Other install methods
|
||||
|
||||
## Install with pip
|
||||
|
||||
You can directly install aider with pip, but one of the above
|
||||
You can install aider with the methods described below, but one of the above
|
||||
methods is usually safer.
|
||||
If you do install with pip, you should consider
|
||||
|
||||
#### Install with pip
|
||||
|
||||
If you install with pip, you should consider
|
||||
using a
|
||||
[virtual environment](https://docs.python.org/3/library/venv.html)
|
||||
to keep aider's dependencies separated.
|
||||
@@ -75,9 +108,10 @@ aider --sonnet --anthropic-api-key sk-xxx...
|
||||
|
||||
{% include python-m-aider.md %}
|
||||
|
||||
## Installing with package managers
|
||||
#### Installing with package managers
|
||||
|
||||
It's best to install aider using aider-install, uv or pipx as described above.
|
||||
It's best to install aider using one of methods
|
||||
recommended above.
|
||||
While aider is available in a number of system package managers,
|
||||
they often install aider with incorrect dependencies.
|
||||
|
||||
|
||||
@@ -80,8 +80,8 @@ You can use
|
||||
[aider's `--watch-files` mode](https://aider.chat/docs/usage/watch.html)
|
||||
to integrate with any IDE or editor.
|
||||
|
||||
Other projects have made plugins for various IDE/editors.
|
||||
It's not clear if they are tracking the latest
|
||||
There are a number of 3rd party aider plugins for various IDE/editors.
|
||||
It's not clear how well they are tracking the latest
|
||||
versions of aider,
|
||||
so it may be best to just run the latest
|
||||
aider in a terminal alongside your editor and use `--watch-files`.
|
||||
@@ -101,7 +101,7 @@ There are a number of 3rd party
|
||||
### Other editors
|
||||
|
||||
If you are interested in creating an aider plugin for your favorite editor,
|
||||
please let me know by opening a
|
||||
please let us know by opening a
|
||||
[GitHub issue](https://github.com/Aider-AI/aider/issues).
|
||||
|
||||
|
||||
|
||||
@@ -81,7 +81,7 @@ cog.out(get_supported_languages_md())
|
||||
| jsdoc | .jsdoc | | ✓ |
|
||||
| json | .json | | ✓ |
|
||||
| julia | .jl | | ✓ |
|
||||
| kotlin | .kt | | ✓ |
|
||||
| kotlin | .kt | ✓ | ✓ |
|
||||
| lua | .lua | | ✓ |
|
||||
| make | .mk | | ✓ |
|
||||
| objc | .m | | ✓ |
|
||||
|
||||
10
aider/website/docs/leaderboards/by-release-date.md
Normal file
10
aider/website/docs/leaderboards/by-release-date.md
Normal file
@@ -0,0 +1,10 @@
|
||||
---
|
||||
title: Scores by release date
|
||||
parent: Aider LLM Leaderboards
|
||||
nav_order: 200
|
||||
---
|
||||
|
||||
## LLM code editing skill by model release date
|
||||
|
||||
[](https://aider.chat/assets/models-over-time.svg)
|
||||
|
||||
14
aider/website/docs/leaderboards/contrib.md
Normal file
14
aider/website/docs/leaderboards/contrib.md
Normal file
@@ -0,0 +1,14 @@
|
||||
---
|
||||
parent: Aider LLM Leaderboards
|
||||
nav_order: 900
|
||||
---
|
||||
|
||||
# Contributing results
|
||||
|
||||
Contributions of benchmark results are welcome!
|
||||
See the
|
||||
[benchmark README](https://github.com/Aider-AI/aider/blob/main/benchmark/README.md)
|
||||
for information on running aider's code editing benchmarks.
|
||||
Submit results by opening a PR with edits to the
|
||||
[benchmark results data files](https://github.com/Aider-AI/aider/blob/main/aider/website/_data/).
|
||||
|
||||
133
aider/website/docs/leaderboards/edit.md
Normal file
133
aider/website/docs/leaderboards/edit.md
Normal file
@@ -0,0 +1,133 @@
|
||||
---
|
||||
parent: Aider LLM Leaderboards
|
||||
highlight_image: /assets/leaderboard.jpg
|
||||
nav_order: 50
|
||||
description: Quantitative benchmark of basic LLM code editing skill.
|
||||
---
|
||||
|
||||
# Code editing leaderboard
|
||||
|
||||
|
||||
{: .note :}
|
||||
This old
|
||||
[aider code editing leaderboard](edit.html)
|
||||
has been replaced by the
|
||||
new, much more challenging
|
||||
[polyglot leaderboard](/docs/leaderboards/).
|
||||
|
||||
[Aider's code editing benchmark](/docs/benchmarks.html#the-benchmark) asks the LLM to edit python source files to complete 133 small coding exercises
|
||||
from Exercism.
|
||||
This measures the LLM's coding ability, and whether it can
|
||||
write new code that integrates into existing code.
|
||||
The model also has to successfully apply all its changes to the source file without human intervention.
|
||||
|
||||
<input type="text" id="editSearchInput" placeholder="Search..." style="width: 100%; max-width: 800px; margin: 10px auto; padding: 8px; display: block; border: 1px solid #ddd; border-radius: 4px;">
|
||||
|
||||
<table style="width: 100%; max-width: 800px; margin: auto; border-collapse: collapse; box-shadow: 0 2px 4px rgba(0,0,0,0.1); font-size: 14px;">
|
||||
<thead style="background-color: #f2f2f2;">
|
||||
<tr>
|
||||
<th style="padding: 8px; text-align: left;">Model</th>
|
||||
<th style="padding: 8px; text-align: center;">Percent completed correctly</th>
|
||||
<th style="padding: 8px; text-align: center;">Percent using correct edit format</th>
|
||||
<th style="padding: 8px; text-align: left;">Command</th>
|
||||
<th style="padding: 8px; text-align: center;">Edit format</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{% assign edit_sorted = site.data.edit_leaderboard | sort: 'pass_rate_2' | reverse %}
|
||||
{% for row in edit_sorted %}
|
||||
<tr style="border-bottom: 1px solid #ddd;">
|
||||
<td style="padding: 8px;">{{ row.model }}</td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.pass_rate_2 }}%</td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.percent_cases_well_formed }}%</td>
|
||||
<td style="padding: 8px;"><code>{{ row.command }}</code></td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.edit_format }}</td>
|
||||
</tr>
|
||||
{% endfor %}
|
||||
</tbody>
|
||||
</table>
|
||||
|
||||
<canvas id="editChart" width="800" height="450" style="margin-top: 20px"></canvas>
|
||||
<script src="https://unpkg.com/patternomaly/dist/patternomaly.js"></script>
|
||||
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
|
||||
<script>
|
||||
{% assign data_source = edit_sorted %}
|
||||
{% assign pass_rate_field = "pass_rate_2" %}
|
||||
{% include leaderboard.js %}
|
||||
</script>
|
||||
<style>
|
||||
tr.selected {
|
||||
color: #0056b3;
|
||||
}
|
||||
table {
|
||||
table-layout: fixed;
|
||||
}
|
||||
td, th {
|
||||
word-wrap: break-word;
|
||||
overflow-wrap: break-word;
|
||||
}
|
||||
td:nth-child(3), td:nth-child(4) {
|
||||
font-size: 12px;
|
||||
}
|
||||
</style>
|
||||
|
||||
|
||||
## Notes on benchmarking results
|
||||
|
||||
The key benchmarking results are:
|
||||
|
||||
- **Percent completed correctly** - Measures what percentage of the coding tasks that the LLM completed successfully. To complete a task, the LLM must solve the programming assignment *and* edit the code to implement that solution.
|
||||
- **Percent using correct edit format** - Measures the percent of coding tasks where the LLM complied with the edit format specified in the system prompt. If the LLM makes edit mistakes, aider will give it feedback and ask for a fixed copy of the edit. The best models can reliably conform to the edit format, without making errors.
|
||||
|
||||
|
||||
## Notes on the edit format
|
||||
|
||||
Aider uses different "edit formats" to collect code edits from different LLMs.
|
||||
The "whole" format is the easiest for an LLM to use, but it uses a lot of tokens
|
||||
and may limit how large a file can be edited.
|
||||
Models which can use one of the diff formats are much more efficient,
|
||||
using far fewer tokens.
|
||||
Models that use a diff-like format are able to
|
||||
edit larger files with less cost and without hitting token limits.
|
||||
|
||||
Aider is configured to use the best edit format for the popular OpenAI and Anthropic models
|
||||
and the [other models recommended on the LLM page](/docs/llms.html).
|
||||
For lesser known models aider will default to using the "whole" editing format
|
||||
since it is the easiest format for an LLM to use.
|
||||
|
||||
## Contributing benchmark results
|
||||
|
||||
Contributions of benchmark results are welcome!
|
||||
See the
|
||||
[benchmark README](https://github.com/Aider-AI/aider/blob/main/benchmark/README.md)
|
||||
for information on running aider's code editing benchmarks.
|
||||
Submit results by opening a PR with edits to the
|
||||
[benchmark results data files](https://github.com/Aider-AI/aider/blob/main/aider/website/_data/).
|
||||
|
||||
|
||||
<p class="post-date">
|
||||
By Paul Gauthier,
|
||||
last updated
|
||||
<!--[[[cog
|
||||
import subprocess
|
||||
import datetime
|
||||
|
||||
files = [
|
||||
'aider/website/docs/leaderboards/edit.md',
|
||||
'aider/website/_data/edit_leaderboard.yml',
|
||||
]
|
||||
|
||||
def get_last_modified_date(file):
|
||||
result = subprocess.run(['git', 'log', '-1', '--format=%ct', file], capture_output=True, text=True)
|
||||
if result.returncode == 0:
|
||||
timestamp = int(result.stdout.strip())
|
||||
return datetime.datetime.fromtimestamp(timestamp)
|
||||
return datetime.datetime.min
|
||||
|
||||
mod_dates = [get_last_modified_date(file) for file in files]
|
||||
latest_mod_date = max(mod_dates)
|
||||
cog.out(f"{latest_mod_date.strftime('%B %d, %Y.')}")
|
||||
]]]-->
|
||||
January 16, 2025.
|
||||
<!--[[[end]]]-->
|
||||
</p>
|
||||
@@ -2,32 +2,36 @@
|
||||
highlight_image: /assets/leaderboard.jpg
|
||||
nav_order: 950
|
||||
description: Quantitative benchmarks of LLM code editing skill.
|
||||
has_children: true
|
||||
---
|
||||
|
||||
|
||||
# Aider LLM Leaderboards
|
||||
{: .no_toc }
|
||||
|
||||
Aider works best with LLMs which are good at *editing* code, not just good at writing
|
||||
code.
|
||||
To evaluate an LLM's editing skill, aider uses a pair of benchmarks that
|
||||
To evaluate an LLM's editing skill, aider uses benchmarks that
|
||||
assess a model's ability to consistently follow the system prompt
|
||||
to successfully edit code.
|
||||
|
||||
The leaderboards below report the results from a number of popular LLMs.
|
||||
The leaderboards report the results from a number of popular LLMs.
|
||||
While [aider can connect to almost any LLM](/docs/llms.html),
|
||||
it works best with models that score well on the benchmarks.
|
||||
|
||||
See the following sections for benchmark
|
||||
results and additional information:
|
||||
- TOC
|
||||
{:toc}
|
||||
|
||||
## Code editing leaderboard
|
||||
## Polyglot leaderboard
|
||||
|
||||
[Aider's code editing benchmark](/docs/benchmarks.html#the-benchmark) asks the LLM to edit python source files to complete 133 small coding exercises
|
||||
[Aider's polyglot benchmark](https://aider.chat/2024/12/21/polyglot.html#the-polyglot-benchmark)
|
||||
asks the LLM to edit source files to complete 225 coding exercises
|
||||
from Exercism.
|
||||
This measures the LLM's coding ability, and whether it can
|
||||
It contains exercises in many popular programming languages:
|
||||
C++, Go, Java, JavaScript, Python and Rust.
|
||||
The 225 exercises were purposely selected to be the *hardest*
|
||||
that Exercism offered in those languages, to provide
|
||||
a strong coding challenge to LLMs.
|
||||
|
||||
This benchmark measures the LLM's coding ability in popular languages,
|
||||
and whether it can
|
||||
write new code that integrates into existing code.
|
||||
The model also has to successfully apply all its changes to the source file without human intervention.
|
||||
|
||||
@@ -41,10 +45,11 @@ The model also has to successfully apply all its changes to the source file with
|
||||
<th style="padding: 8px; text-align: center;">Percent using correct edit format</th>
|
||||
<th style="padding: 8px; text-align: left;">Command</th>
|
||||
<th style="padding: 8px; text-align: center;">Edit format</th>
|
||||
<th style="padding: 8px; text-align: center;">Total Cost</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{% assign edit_sorted = site.data.edit_leaderboard | sort: 'pass_rate_2' | reverse %}
|
||||
{% assign edit_sorted = site.data.polyglot_leaderboard | sort: 'pass_rate_2' | reverse %}
|
||||
{% for row in edit_sorted %}
|
||||
<tr style="border-bottom: 1px solid #ddd;">
|
||||
<td style="padding: 8px;">{{ row.model }}</td>
|
||||
@@ -52,16 +57,22 @@ The model also has to successfully apply all its changes to the source file with
|
||||
<td style="padding: 8px; text-align: center;">{{ row.percent_cases_well_formed }}%</td>
|
||||
<td style="padding: 8px;"><code>{{ row.command }}</code></td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.edit_format }}</td>
|
||||
<td style="padding: 8px; text-align: center;">{% if row.total_cost == 0 %}?{% else %}${{ row.total_cost | times: 1.0 | round: 2 }}{% endif %}</td>
|
||||
</tr>
|
||||
{% endfor %}
|
||||
</tbody>
|
||||
</table>
|
||||
|
||||
### Aider polyglot benchmark results
|
||||
|
||||
<canvas id="editChart" width="800" height="450" style="margin-top: 20px"></canvas>
|
||||
<script src="https://unpkg.com/patternomaly/dist/patternomaly.js"></script>
|
||||
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
|
||||
<script>
|
||||
{% include edit-leaderboard.js %}
|
||||
{% assign data_source = edit_sorted %}
|
||||
{% assign pass_rate_field = "pass_rate_2" %}
|
||||
{% assign highlight_model = "xxxxxxxxxxx" %}
|
||||
{% include leaderboard.js %}
|
||||
</script>
|
||||
<style>
|
||||
tr.selected {
|
||||
@@ -79,84 +90,7 @@ The model also has to successfully apply all its changes to the source file with
|
||||
}
|
||||
</style>
|
||||
|
||||
## Code refactoring leaderboard
|
||||
|
||||
[Aider's refactoring benchmark](https://github.com/Aider-AI/refactor-benchmark) asks the LLM to refactor 89 large methods from large python classes. This is a more challenging benchmark, which tests the model's ability to output long chunks of code without skipping sections or making mistakes. It was developed to provoke and measure [GPT-4 Turbo's "lazy coding" habit](/2023/12/21/unified-diffs.html).
|
||||
|
||||
The refactoring benchmark requires a large context window to
|
||||
work with large source files.
|
||||
Therefore, results are available for fewer models.
|
||||
|
||||
<input type="text" id="refacSearchInput" placeholder="Search..." style="width: 100%; max-width: 800px; margin: 10px auto; padding: 8px; display: block; border: 1px solid #ddd; border-radius: 4px;">
|
||||
|
||||
<table style="width: 100%; max-width: 800px; margin: auto; border-collapse: collapse; box-shadow: 0 2px 4px rgba(0,0,0,0.1); font-size: 14px;">
|
||||
<thead style="background-color: #f2f2f2;">
|
||||
<tr>
|
||||
<th style="padding: 8px; text-align: left;">Model</th>
|
||||
<th style="padding: 8px; text-align: center;">Percent completed correctly</th>
|
||||
<th style="padding: 8px; text-align: center;">Percent using correct edit format</th>
|
||||
<th style="padding: 8px; text-align: left;">Command</th>
|
||||
<th style="padding: 8px; text-align: center;">Edit format</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{% assign refac_sorted = site.data.refactor_leaderboard | sort: 'pass_rate_1' | reverse %}
|
||||
{% for row in refac_sorted %}
|
||||
<tr style="border-bottom: 1px solid #ddd;">
|
||||
<td style="padding: 8px;">{{ row.model }}</td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.pass_rate_1 }}%</td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.percent_cases_well_formed }}%</td>
|
||||
<td style="padding: 8px;"><code>{{ row.command }}</code></td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.edit_format }}</td>
|
||||
</tr>
|
||||
{% endfor %}
|
||||
</tbody>
|
||||
</table>
|
||||
|
||||
<canvas id="refacChart" width="800" height="450" style="margin-top: 20px"></canvas>
|
||||
<script src="https://unpkg.com/patternomaly/dist/patternomaly.js"></script>
|
||||
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
|
||||
<script>
|
||||
{% include refactor-leaderboard.js %}
|
||||
</script>
|
||||
|
||||
|
||||
## LLM code editing skill by model release date
|
||||
|
||||
[](https://aider.chat/assets/models-over-time.svg)
|
||||
|
||||
|
||||
## Notes on benchmarking results
|
||||
|
||||
The key benchmarking results are:
|
||||
|
||||
- **Percent completed correctly** - Measures what percentage of the coding tasks that the LLM completed successfully. To complete a task, the LLM must solve the programming assignment *and* edit the code to implement that solution.
|
||||
- **Percent using correct edit format** - Measures the percent of coding tasks where the LLM complied with the edit format specified in the system prompt. If the LLM makes edit mistakes, aider will give it feedback and ask for a fixed copy of the edit. The best models can reliably conform to the edit format, without making errors.
|
||||
|
||||
|
||||
## Notes on the edit format
|
||||
|
||||
Aider uses different "edit formats" to collect code edits from different LLMs.
|
||||
The "whole" format is the easiest for an LLM to use, but it uses a lot of tokens
|
||||
and may limit how large a file can be edited.
|
||||
Models which can use one of the diff formats are much more efficient,
|
||||
using far fewer tokens.
|
||||
Models that use a diff-like format are able to
|
||||
edit larger files with less cost and without hitting token limits.
|
||||
|
||||
Aider is configured to use the best edit format for the popular OpenAI and Anthropic models
|
||||
and the [other models recommended on the LLM page](/docs/llms.html).
|
||||
For lesser known models aider will default to using the "whole" editing format
|
||||
since it is the easiest format for an LLM to use.
|
||||
|
||||
## Contributing benchmark results
|
||||
|
||||
Contributions of benchmark results are welcome!
|
||||
See the
|
||||
[benchmark README](https://github.com/Aider-AI/aider/blob/main/benchmark/README.md)
|
||||
for information on running aider's code editing benchmarks.
|
||||
Submit results by opening a PR with edits to the
|
||||
[benchmark results data files](https://github.com/Aider-AI/aider/blob/main/aider/website/_data/).
|
||||
|
||||
|
||||
<p class="post-date">
|
||||
@@ -168,8 +102,7 @@ import datetime
|
||||
|
||||
files = [
|
||||
'aider/website/docs/leaderboards/index.md',
|
||||
'aider/website/_data/edit_leaderboard.yml',
|
||||
'aider/website/_data/refactor_leaderboard.yml'
|
||||
'aider/website/_data/polyglot_leaderboard.yml',
|
||||
]
|
||||
|
||||
def get_last_modified_date(file):
|
||||
@@ -183,6 +116,6 @@ mod_dates = [get_last_modified_date(file) for file in files]
|
||||
latest_mod_date = max(mod_dates)
|
||||
cog.out(f"{latest_mod_date.strftime('%B %d, %Y.')}")
|
||||
]]]-->
|
||||
December 11, 2024.
|
||||
January 31, 2025.
|
||||
<!--[[[end]]]-->
|
||||
</p>
|
||||
|
||||
29
aider/website/docs/leaderboards/notes.md
Normal file
29
aider/website/docs/leaderboards/notes.md
Normal file
@@ -0,0 +1,29 @@
|
||||
---
|
||||
parent: Aider LLM Leaderboards
|
||||
nav_order: 800
|
||||
---
|
||||
|
||||
# Benchmark notes
|
||||
|
||||
## Notes on benchmarking results
|
||||
|
||||
The key benchmarking results are:
|
||||
|
||||
- **Percent completed correctly** - Measures what percentage of the coding tasks that the LLM completed successfully. To complete a task, the LLM must solve the programming assignment *and* edit the code to implement that solution.
|
||||
- **Percent using correct edit format** - Measures the percent of coding tasks where the LLM complied with the edit format specified in the system prompt. If the LLM makes edit mistakes, aider will give it feedback and ask for a fixed copy of the edit. The best models can reliably conform to the edit format, without making errors.
|
||||
|
||||
|
||||
## Notes on the edit format
|
||||
|
||||
Aider uses different "edit formats" to collect code edits from different LLMs.
|
||||
The "whole" format is the easiest for an LLM to use, but it uses a lot of tokens
|
||||
and may limit how large a file can be edited.
|
||||
Models which can use one of the diff formats are much more efficient,
|
||||
using far fewer tokens.
|
||||
Models that use a diff-like format are able to
|
||||
edit larger files with less cost and without hitting token limits.
|
||||
|
||||
Aider is configured to use the best edit format for the popular OpenAI and Anthropic models
|
||||
and the [other models recommended on the LLM page](/docs/llms.html).
|
||||
For lesser known models aider will default to using the "whole" editing format
|
||||
since it is the easiest format for an LLM to use.
|
||||
78
aider/website/docs/leaderboards/refactor.md
Normal file
78
aider/website/docs/leaderboards/refactor.md
Normal file
@@ -0,0 +1,78 @@
|
||||
---
|
||||
parent: Aider LLM Leaderboards
|
||||
highlight_image: /assets/leaderboard.jpg
|
||||
nav_order: 100
|
||||
description: Quantitative benchmark of LLM code refactoring skill.
|
||||
---
|
||||
|
||||
|
||||
## Refactoring leaderboard
|
||||
|
||||
[Aider's refactoring benchmark](https://github.com/Aider-AI/refactor-benchmark) asks the LLM to refactor 89 large methods from large python classes. This is a more challenging benchmark, which tests the model's ability to output long chunks of code without skipping sections or making mistakes. It was developed to provoke and measure [GPT-4 Turbo's "lazy coding" habit](/2023/12/21/unified-diffs.html).
|
||||
|
||||
The refactoring benchmark requires a large context window to
|
||||
work with large source files.
|
||||
Therefore, results are available for fewer models.
|
||||
|
||||
<input type="text" id="editSearchInput" placeholder="Search..." style="width: 100%; max-width: 800px; margin: 10px auto; padding: 8px; display: block; border: 1px solid #ddd; border-radius: 4px;">
|
||||
|
||||
<table style="width: 100%; max-width: 800px; margin: auto; border-collapse: collapse; box-shadow: 0 2px 4px rgba(0,0,0,0.1); font-size: 14px;">
|
||||
<thead style="background-color: #f2f2f2;">
|
||||
<tr>
|
||||
<th style="padding: 8px; text-align: left;">Model</th>
|
||||
<th style="padding: 8px; text-align: center;">Percent completed correctly</th>
|
||||
<th style="padding: 8px; text-align: center;">Percent using correct edit format</th>
|
||||
<th style="padding: 8px; text-align: left;">Command</th>
|
||||
<th style="padding: 8px; text-align: center;">Edit format</th>
|
||||
</tr>
|
||||
</thead>
|
||||
<tbody>
|
||||
{% assign refac_sorted = site.data.refactor_leaderboard | sort: 'pass_rate_1' | reverse %}
|
||||
{% for row in refac_sorted %}
|
||||
<tr style="border-bottom: 1px solid #ddd;">
|
||||
<td style="padding: 8px;">{{ row.model }}</td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.pass_rate_1 }}%</td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.percent_cases_well_formed }}%</td>
|
||||
<td style="padding: 8px;"><code>{{ row.command }}</code></td>
|
||||
<td style="padding: 8px; text-align: center;">{{ row.edit_format }}</td>
|
||||
</tr>
|
||||
{% endfor %}
|
||||
</tbody>
|
||||
</table>
|
||||
|
||||
<canvas id="editChart" width="800" height="450" style="margin-top: 20px"></canvas>
|
||||
<script src="https://unpkg.com/patternomaly/dist/patternomaly.js"></script>
|
||||
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
|
||||
<script>
|
||||
{% assign data_source = refac_sorted %}
|
||||
{% assign pass_rate_field = "pass_rate_1" %}
|
||||
{% include leaderboard.js %}
|
||||
</script>
|
||||
|
||||
|
||||
<p class="post-date">
|
||||
By Paul Gauthier,
|
||||
last updated
|
||||
<!--[[[cog
|
||||
import subprocess
|
||||
import datetime
|
||||
|
||||
files = [
|
||||
'aider/website/docs/leaderboards/refactor.md',
|
||||
'aider/website/_data/refactor_leaderboard.yml',
|
||||
]
|
||||
|
||||
def get_last_modified_date(file):
|
||||
result = subprocess.run(['git', 'log', '-1', '--format=%ct', file], capture_output=True, text=True)
|
||||
if result.returncode == 0:
|
||||
timestamp = int(result.stdout.strip())
|
||||
return datetime.datetime.fromtimestamp(timestamp)
|
||||
return datetime.datetime.min
|
||||
|
||||
mod_dates = [get_last_modified_date(file) for file in files]
|
||||
latest_mod_date = max(mod_dates)
|
||||
cog.out(f"{latest_mod_date.strftime('%B %d, %Y.')}")
|
||||
]]]-->
|
||||
January 16, 2025.
|
||||
<!--[[[end]]]-->
|
||||
</p>
|
||||
@@ -19,7 +19,7 @@ Aider works best with these models, which are skilled at editing code:
|
||||
- [GPT-4o](/docs/llms/openai.html)
|
||||
- [Claude 3.5 Sonnet](/docs/llms/anthropic.html)
|
||||
- [Claude 3 Opus](/docs/llms/anthropic.html)
|
||||
- [DeepSeek Coder V2](/docs/llms/deepseek.html)
|
||||
- [DeepSeek V3](/docs/llms/deepseek.html)
|
||||
|
||||
|
||||
## Free models
|
||||
|
||||
@@ -53,6 +53,12 @@ To use aider installed via `pipx` with AWS Bedrock, you must add the `boto3` dep
|
||||
pipx inject aider-chat boto3
|
||||
```
|
||||
|
||||
You must install `boto3` dependency to aider's virtual environment installed via one-liner or uv by running
|
||||
|
||||
```bash
|
||||
uv tool run --from aider-chat pip install boto3
|
||||
```
|
||||
|
||||
|
||||
## Running Aider with Bedrock
|
||||
|
||||
|
||||
@@ -6,7 +6,8 @@ nav_order: 500
|
||||
# DeepSeek
|
||||
|
||||
Aider can connect to the DeepSeek.com API.
|
||||
The DeepSeek Coder V2 model has a top score on aider's code editing benchmark.
|
||||
To work with DeepSeek's models, you need to set the `DEEPSEEK_API_KEY` environment variable with your [DeepSeek API key](https://platform.deepseek.com/api_keys).
|
||||
The DeepSeek Chat V3 model has a top score on aider's code editing benchmark.
|
||||
|
||||
```
|
||||
python -m pip install -U aider-chat
|
||||
@@ -14,7 +15,7 @@ python -m pip install -U aider-chat
|
||||
export DEEPSEEK_API_KEY=<key> # Mac/Linux
|
||||
setx DEEPSEEK_API_KEY <key> # Windows, restart shell after setx
|
||||
|
||||
# Use DeepSeek Coder V2
|
||||
# Use DeepSeek Chat v3
|
||||
aider --deepseek
|
||||
```
|
||||
|
||||
|
||||
@@ -44,25 +44,22 @@ setx OLLAMA_API_KEY <api-key> # Windows, restart shell after setx
|
||||
|
||||
[Ollama uses a 2k context window by default](https://github.com/ollama/ollama/blob/main/docs/faq.md#how-can-i-specify-the-context-window-size),
|
||||
which is very small for working with aider.
|
||||
It also **silently** discards context that exceeds the window.
|
||||
This is especially dangerous because many users don't even realize that most of their data
|
||||
is being discarded by Ollama.
|
||||
|
||||
By default, aider sets Ollama's context window
|
||||
to be large enough for each request you send plus 8k tokens for the reply.
|
||||
This ensures data isn't silently discarded by Ollama.
|
||||
|
||||
Aider sets Ollama's context window to 8k by default.
|
||||
If you would like
|
||||
a larger context window
|
||||
you can use a
|
||||
If you'd like you can configure a fixed sized context window instead
|
||||
with an
|
||||
[`.aider.model.settings.yml` file](https://aider.chat/docs/config/adv-model-settings.html#model-settings)
|
||||
like this:
|
||||
|
||||
```
|
||||
- name: ollama/qwen2.5-coder:32b-instruct-fp16
|
||||
extra_params:
|
||||
num_ctx: 8192
|
||||
num_ctx: 65536
|
||||
```
|
||||
|
||||
Unlike most other LLM servers, Ollama does not throw an error if you submit
|
||||
a request that exceeds the context window.
|
||||
Instead, it just silently truncates the request by discarding the "oldest" messages
|
||||
in the chat to make it fit within the context window.
|
||||
So if your context window is too small, you won't get an error.
|
||||
Aider will probably just fail to work well and experience
|
||||
a lot of
|
||||
[file editing problems](https://aider.chat/docs/troubleshooting/edit-errors.html).
|
||||
|
||||
@@ -8,7 +8,8 @@ nav_order: 500
|
||||
Aider can connect to any LLM which is accessible via an OpenAI compatible API endpoint.
|
||||
|
||||
```
|
||||
python -m pip install -U aider-chat
|
||||
python -m pip install aider-install
|
||||
aider-install
|
||||
|
||||
# Mac/Linux:
|
||||
export OPENAI_API_BASE=<endpoint>
|
||||
|
||||
@@ -8,7 +8,7 @@ nav_order: 100
|
||||
To work with OpenAI's models, you need to provide your
|
||||
[OpenAI API key](https://help.openai.com/en/articles/4936850-where-do-i-find-my-secret-api-key)
|
||||
either in the `OPENAI_API_KEY` environment variable or
|
||||
via the `--openai-api-key` command line switch.
|
||||
via the `--api-key openai=<key>` command line switch.
|
||||
|
||||
Aider has some built in shortcuts for the most popular OpenAI models and
|
||||
has been tested and benchmarked to work well with them:
|
||||
@@ -16,28 +16,34 @@ has been tested and benchmarked to work well with them:
|
||||
```
|
||||
python -m pip install -U aider-chat
|
||||
|
||||
export OPENAI_API_KEY=<key> # Mac/Linux
|
||||
setx OPENAI_API_KEY <key> # Windows, restart shell after setx
|
||||
|
||||
# Aider uses gpt-4o by default (or use --4o)
|
||||
aider
|
||||
|
||||
# GPT-4o
|
||||
aider --4o
|
||||
|
||||
# GPT-3.5 Turbo
|
||||
aider --35-turbo
|
||||
# o3-mini
|
||||
aider --model o3-mini --api-key openai=<key>
|
||||
|
||||
# o1-mini
|
||||
aider --model o1-mini
|
||||
aider --model o1-mini --api-key openai=<key>
|
||||
|
||||
# o1-preview
|
||||
aider --model o1-preview
|
||||
# GPT-4o
|
||||
aider --4o --api-key openai=<key>
|
||||
|
||||
# List models available from OpenAI
|
||||
aider --list-models openai/
|
||||
|
||||
# You can also store you API key in environment variables (or .env)
|
||||
export OPENAI_API_KEY=<key> # Mac/Linux
|
||||
setx OPENAI_API_KEY <key> # Windows, restart shell after setx
|
||||
```
|
||||
|
||||
You can use `aider --model <model-name>` to use any other OpenAI model.
|
||||
For example, if you want to use a specific version of GPT-4 Turbo
|
||||
you could do `aider --model gpt-4-0125-preview`.
|
||||
|
||||
## o1 models from other providers
|
||||
|
||||
Many of OpenAI's o1
|
||||
"reasoning" models have restrictions on streaming and setting the temperature parameter.
|
||||
Aider is configured to work properly with these models
|
||||
when served through major provider APIs.
|
||||
|
||||
You may need to [configure reasoning model settings](/docs/config/reasoning.html)
|
||||
if you are using them through another provider
|
||||
and see errors related to temperature or system prompt.
|
||||
|
||||
@@ -39,5 +39,39 @@ If you get errors, check your
|
||||
Be sure to "enable providers that may train on inputs"
|
||||
to allow use of all models.
|
||||
|
||||
## Controlling provider selection
|
||||
|
||||
OpenRouter often has multiple providers serving each model.
|
||||
You can control which OpenRouter providers are used for your requests in two ways:
|
||||
|
||||
1. By "ignoring" certain providers in your
|
||||
[OpenRouter account settings](https://openrouter.ai/settings/preferences).
|
||||
This disables those named providers across all the models that you access via OpenRouter.
|
||||
|
||||
2. By configuring "provider routing" in a `.aider.model.settings.yml` file.
|
||||
|
||||
Place that file in your home directory or the root if your git project, with
|
||||
entries like this:
|
||||
|
||||
```yaml
|
||||
- name: openrouter/anthropic/claude-3.5-sonnet
|
||||
extra_params:
|
||||
extra_body:
|
||||
provider:
|
||||
# Only use these providers, in this order
|
||||
order: ["Anthropic", "Together"]
|
||||
# Don't fall back to other providers
|
||||
allow_fallbacks: false
|
||||
# Skip providers that may train on inputs
|
||||
data_collection: "deny"
|
||||
# Only use providers supporting all parameters
|
||||
require_parameters: true
|
||||
```
|
||||
|
||||
See [OpenRouter's provider routing docs](https://openrouter.ai/docs/provider-routing) for full details on these settings.
|
||||
|
||||
See [Advanced model settings](https://aider.chat/docs/config/adv-model-settings.html#model-settings)
|
||||
for more details about model settings files.
|
||||
|
||||
|
||||
|
||||
|
||||
@@ -95,6 +95,8 @@ cog.out(''.join(lines))
|
||||
- TOGETHERAI_API_KEY
|
||||
- VOLCENGINE_API_KEY
|
||||
- VOYAGE_API_KEY
|
||||
- WATSONX_API_KEY
|
||||
- WX_API_KEY
|
||||
- XAI_API_KEY
|
||||
- XINFERENCE_API_KEY
|
||||
<!--[[[end]]]-->
|
||||
|
||||
@@ -20,7 +20,7 @@ copy of each source file that needs changes.
|
||||
While simple, it can be slow and costly because the LLM has to return
|
||||
the *entire file* even if just a few lines are edited.
|
||||
|
||||
The format expects the file path just before the fenced file content:
|
||||
The whole format expects the file path just before the fenced file content:
|
||||
|
||||
````
|
||||
show_greeting.py
|
||||
@@ -28,7 +28,7 @@ show_greeting.py
|
||||
import sys
|
||||
|
||||
def greeting(name):
|
||||
print(f"Hey {{name}}")
|
||||
print("Hey", name)
|
||||
|
||||
if __name__ == '__main__':
|
||||
greeting(sys.argv[1])
|
||||
@@ -42,7 +42,7 @@ The "diff" edit format asks the LLM to specify file edits as a series of search/
|
||||
This is an efficient format, because the model only needs to return parts of the file
|
||||
which have changes.
|
||||
|
||||
They are formatted using a syntax similar to the git merge conflict resolution markings,
|
||||
Edits are formatted using a syntax similar to the git merge conflict resolution markings,
|
||||
with the file path right before a fenced block:
|
||||
|
||||
````
|
||||
@@ -62,7 +62,7 @@ from flask import Flask
|
||||
The "diff-fenced" edit format is based on the diff format, but
|
||||
the file path is placed inside the fence.
|
||||
It is primarily used with the Gemini family of models,
|
||||
which often fail to conform to fencing approach specified in the diff format.
|
||||
which often fail to conform to the fencing approach specified in the diff format.
|
||||
|
||||
````
|
||||
```
|
||||
@@ -84,7 +84,10 @@ This is an efficient format, because the model only needs to return parts of the
|
||||
which have changes.
|
||||
|
||||
It was mainly used to the GPT-4 Turbo family of models,
|
||||
to reduce their "lazy coding" tendencies with other edit formats.
|
||||
because it reduced their "lazy coding" tendencies.
|
||||
With other edit formats the GPT-4 Turbo models tended to elide
|
||||
large sections of code and replace them with "# ... original code here ..."
|
||||
style comments.
|
||||
|
||||
|
||||
````
|
||||
@@ -104,3 +107,10 @@ to reduce their "lazy coding" tendencies with other edit formats.
|
||||
These are streamlined versions of the diff and whole formats, intended to be used
|
||||
with `--editor-edit-format` when using
|
||||
[architect mode](/docs/usage/modes.html).
|
||||
The actual edit format is the same, but aider uses a simpler prompt that
|
||||
is more narrowly focused on just editing the file as opposed to
|
||||
solving the coding task.
|
||||
The architect model resolves the coding task and
|
||||
provides plain text instructions about which file changes need to be made.
|
||||
The editor interprets those instructions to produce the
|
||||
syntactically correct diff or whole edits.
|
||||
|
||||
@@ -65,14 +65,17 @@ cog.out(model_list)
|
||||
- claude-3-sonnet-20240229
|
||||
- codestral/codestral-2405
|
||||
- codestral/codestral-latest
|
||||
- deepseek-chat
|
||||
- deepseek-coder
|
||||
- deepseek/deepseek-chat
|
||||
- deepseek/deepseek-coder
|
||||
- deepseek/deepseek-reasoner
|
||||
- eu.anthropic.claude-3-5-haiku-20241022-v1:0
|
||||
- eu.anthropic.claude-3-5-sonnet-20241022-v2:0
|
||||
- mistral/codestral-2405
|
||||
- mistral/codestral-latest
|
||||
- mistral/codestral-mamba-latest
|
||||
- mistral/mistral-large-2402
|
||||
- mistral/mistral-large-2407
|
||||
- mistral/mistral-large-2411
|
||||
- mistral/mistral-large-latest
|
||||
- mistral/mistral-medium
|
||||
- mistral/mistral-medium-2312
|
||||
@@ -87,7 +90,10 @@ cog.out(model_list)
|
||||
- mistral/open-mixtral-8x22b
|
||||
- mistral/open-mixtral-8x7b
|
||||
- mistral/pixtral-12b-2409
|
||||
- mistral/pixtral-large-2411
|
||||
- mistral/pixtral-large-latest
|
||||
- openrouter/anthropic/claude-3.5-sonnet
|
||||
- openrouter/deepseek/deepseek-r1
|
||||
- us.anthropic.claude-3-5-haiku-20241022-v1:0
|
||||
- us.anthropic.claude-3-5-sonnet-20241022-v2:0
|
||||
- vertex_ai/claude-3-5-haiku
|
||||
|
||||
@@ -24,6 +24,8 @@ In these cases, here are some things you might try.
|
||||
Many LLMs now have very large context windows,
|
||||
but filling them with irrelevant code or conversation
|
||||
can confuse the model.
|
||||
Above about 25k tokens of context, most models start to become distracted and become less likely
|
||||
to conform to their system prompt.
|
||||
|
||||
- Don't add too many files to the chat, *just* add the files you think need to be edited.
|
||||
Aider also sends the LLM a [map of your entire git repo](https://aider.chat/docs/repomap.html), so other relevant code will be included automatically.
|
||||
@@ -33,8 +35,8 @@ Aider also sends the LLM a [map of your entire git repo](https://aider.chat/docs
|
||||
|
||||
## Use a more capable model
|
||||
|
||||
If possible try using GPT-4o, Claude 3.5 Sonnet or Claude 3 Opus,
|
||||
as they are the strongest and most capable models.
|
||||
If possible try using GPT-4o, Claude 3.5 Sonnet, DeepSeek V3 or DeepSeek R1.
|
||||
They are the strongest and most capable models.
|
||||
|
||||
Weaker models
|
||||
are more prone to
|
||||
@@ -62,6 +64,12 @@ Aider v0.50.2-dev
|
||||
Models: claude-3-5-sonnet-20240620 with ♾️ diff edit format
|
||||
```
|
||||
|
||||
## Try architect mode
|
||||
|
||||
Run aider with `--architect` or `/chat-mode architect` to enable [architect mode](../usage/modes.md#architect-mode-and-the-editor-model).
|
||||
This mode first proposes changes, then uses a separate model to handle the file edits.
|
||||
This two-step process often produces more reliable edits, especially with models that have trouble
|
||||
following edit format instructions.
|
||||
|
||||
## More help
|
||||
|
||||
|
||||
32
aider/website/docs/troubleshooting/models-and-keys.md
Normal file
32
aider/website/docs/troubleshooting/models-and-keys.md
Normal file
@@ -0,0 +1,32 @@
|
||||
---
|
||||
parent: Troubleshooting
|
||||
nav_order: 28
|
||||
---
|
||||
|
||||
# Models and API keys
|
||||
|
||||
You need to tell aider which LLM to use and provide an API key.
|
||||
The easiest way is to use the `--model` and `--api-key`
|
||||
command line arguments, like this:
|
||||
|
||||
```
|
||||
# Work with DeepSeek via DeepSeek's API
|
||||
aider --model deepseek --api-key deepseek=your-key-goes-here
|
||||
|
||||
# Work with Claude 3.5 Sonnet via Anthropic's API
|
||||
aider --model sonnet --api-key anthropic=your-key-goes-here
|
||||
|
||||
# Work with o3-mini via OpenAI's API
|
||||
aider --model o3-mini --api-key openai=your-key-goes-here
|
||||
|
||||
# Work with Sonnet via OpenRouter's API
|
||||
aider --model openrouter/anthropic/claude-3.5-sonnet --api-key openrouter=your-key-goes-here
|
||||
|
||||
# Work with DeepSeek Chat V3 via OpenRouter's API
|
||||
aider --model openrouter/deepseek/deepseek-chat --api-key openrouter=your-key-goes-here
|
||||
```
|
||||
|
||||
For more information, see the documentation sections:
|
||||
|
||||
- [Connecting to LLMs](https://aider.chat/docs/llms.html)
|
||||
- [Configuring API keys](https://aider.chat/docs/config/api-keys.html)
|
||||
@@ -29,7 +29,7 @@ Total tokens: 4864 of 16385
|
||||
To reduce output tokens:
|
||||
- Ask for smaller changes in each request.
|
||||
- Break your code into smaller source files.
|
||||
- Try using a stronger model like gpt-4o or opus that can return diffs.
|
||||
- Try using a stronger model like DeepSeek V3 or Sonnet that can return diffs.
|
||||
|
||||
For more info: https://aider.chat/docs/token-limits.html
|
||||
```
|
||||
@@ -47,7 +47,7 @@ overflowing its context window.
|
||||
Technically you can exhaust the context window if the input is
|
||||
too large or if the input plus output are too large.
|
||||
|
||||
Strong models like GPT-4o and Opus have quite
|
||||
Strong models like GPT-4o and Sonnet have quite
|
||||
large context windows, so this sort of error is
|
||||
typically only an issue when working with weaker models.
|
||||
|
||||
@@ -73,7 +73,7 @@ To avoid hitting output token limits:
|
||||
|
||||
- Ask for smaller changes in each request.
|
||||
- Break your code into smaller source files.
|
||||
- Use a strong model like gpt-4o, sonnet or opus that can return diffs.
|
||||
- Use a strong model like gpt-4o, sonnet or DeepSeek V3 that can return diffs.
|
||||
- Use a model that supports [infinite output](/docs/more/infinite-output.html).
|
||||
|
||||
## Other causes
|
||||
|
||||
@@ -68,11 +68,11 @@ relevant context from the rest of your repo.
|
||||
{% include works-best.md %}
|
||||
|
||||
```
|
||||
# GPT-4o
|
||||
$ aider --4o
|
||||
# o3-mini
|
||||
$ aider --model o3-mini --api-key openai=<key>
|
||||
|
||||
# Claude 3.5 Sonnet
|
||||
$ aider --sonnet
|
||||
$ aider --model sonnet --api-key anthropic=<key>
|
||||
```
|
||||
|
||||
Or you can run `aider --model XXX` to launch aider with
|
||||
|
||||
@@ -4,14 +4,13 @@ highlight_image: /assets/prompt-caching.jpg
|
||||
parent: Usage
|
||||
nav_order: 750
|
||||
description: Aider supports prompt caching for cost savings and faster coding.
|
||||
|
||||
---
|
||||
|
||||
# Prompt caching
|
||||
|
||||
Aider supports prompt caching for cost savings and faster coding.
|
||||
Currently Anthropic provides caching for Sonnet and Haiku,
|
||||
and DeepSeek provides caching for Coder.
|
||||
and DeepSeek provides caching for Chat.
|
||||
|
||||
Aider organizes the chat history to try and cache:
|
||||
|
||||
@@ -48,4 +47,3 @@ every 5 minutes to keep the cache warm.
|
||||
Aider will ping up to `N` times over a period of `N*5` minutes
|
||||
after each message you send.
|
||||
|
||||
|
||||
|
||||
@@ -22,11 +22,11 @@ cog.out(get_help_md())
|
||||
|Command|Description|
|
||||
|:------|:----------|
|
||||
| **/add** | Add files to the chat so aider can edit them or review them in detail |
|
||||
| **/architect** | Enter architect mode to discuss high-level design and architecture |
|
||||
| **/ask** | Ask questions about the code base without editing any files |
|
||||
| **/architect** | Enter architect/editor mode using 2 different models. If no prompt provided, switches to architect/editor mode. |
|
||||
| **/ask** | Ask questions about the code base without editing any files. If no prompt provided, switches to ask mode. |
|
||||
| **/chat-mode** | Switch to a new chat mode |
|
||||
| **/clear** | Clear the chat history |
|
||||
| **/code** | Ask for changes to your code |
|
||||
| **/code** | Ask for changes to your code. If no prompt provided, switches to code mode. |
|
||||
| **/commit** | Commit edits to the repo made outside the chat (commit message optional) |
|
||||
| **/copy** | Copy the last assistant message to the clipboard |
|
||||
| **/copy-context** | Copy the current chat context as markdown, suitable to paste into a web UI |
|
||||
|
||||
@@ -29,6 +29,14 @@ with the `/chat-mode <mode>` command:
|
||||
/chat-mode help
|
||||
```
|
||||
|
||||
Or you can switch between coding modes using these commands without arguments:
|
||||
|
||||
```
|
||||
/code
|
||||
/architect
|
||||
/ask
|
||||
```
|
||||
|
||||
Or you can launch aider in one of the modes with the `--chat-mode <mode>` switch.
|
||||
There is also a special shortcut `--architect` to launch in `--chat-mode architect`.
|
||||
|
||||
|
||||
179
aider/website/docs/usage/not-code.md
Normal file
179
aider/website/docs/usage/not-code.md
Normal file
@@ -0,0 +1,179 @@
|
||||
---
|
||||
parent: Usage
|
||||
nav_order: 901
|
||||
description: Use aider to edit configuration files, documentation, and other text-based formats.
|
||||
---
|
||||
|
||||
|
||||
# Editing config & text files
|
||||
|
||||
Aider isn't just for code, it can be very helpful when editing
|
||||
almost any text file.
|
||||
You can use aider to make changes to your shell & ssh settings,
|
||||
Dockerfiles
|
||||
or pretty much any configuration or documentation file.
|
||||
|
||||
Here are some practical examples of modifying common config/text files:
|
||||
|
||||
## Shell Configuration
|
||||
|
||||
<div class="chat-transcript" markdown="1">
|
||||
$ aider .bashrc
|
||||
|
||||
Added .bashrc to the chat.
|
||||
|
||||
|
||||
#### Add an alias 'll' that lists all files, with all details in human readable format. And update PATH to include uv installed tools.
|
||||
|
||||
```
|
||||
+ alias ll='ls -alh'
|
||||
+ export PATH="$PATH:$HOME/.local/bin:$PATH"
|
||||
```
|
||||
</div>
|
||||
|
||||
## SSH Configurations
|
||||
|
||||
<div class="chat-transcript" markdown="1">
|
||||
$ aider ~/.ssh/config
|
||||
|
||||
Added config to the chat.
|
||||
|
||||
#### Create a Host entry 'my-server' using bastion.example.com as JumpHost
|
||||
|
||||
```
|
||||
+ Host my-server
|
||||
+ HostName 192.168.1.100
|
||||
+ User deploy
|
||||
+ Port 2222
|
||||
+ IdentityFile ~/.ssh/deploy_key
|
||||
+ ProxyJump bastion.example.com
|
||||
```
|
||||
</div>
|
||||
|
||||
## Docker Setup
|
||||
|
||||
<div class="chat-transcript" markdown="1">
|
||||
$ aider Dockerfile docker-compose.yml
|
||||
|
||||
Added Dockerfile and docker-compose.yml to the chat.
|
||||
|
||||
#### Set non-root user and enable healthchecks
|
||||
|
||||
```
|
||||
+ USER appuser
|
||||
+ HEALTHCHECK --interval=30s --timeout=3s \
|
||||
+ CMD curl -f http://localhost:8000/health || exit 1
|
||||
```
|
||||
|
||||
#### Expose port 5432 and add volume for postgres data
|
||||
|
||||
```
|
||||
services:
|
||||
postgres:
|
||||
image: postgres:15
|
||||
+ ports:
|
||||
+ - "5432:5432"
|
||||
+ volumes:
|
||||
+ - pgdata:/var/lib/postgresql/data
|
||||
```
|
||||
</div>
|
||||
|
||||
## Git Configuration
|
||||
|
||||
<div class="chat-transcript" markdown="1">
|
||||
$ aider .gitconfig
|
||||
|
||||
Added .gitconfig to the chat.
|
||||
|
||||
#### Set default push behavior to current branch and enable color UI
|
||||
|
||||
```
|
||||
+ [push]
|
||||
+ default = current
|
||||
+ [color]
|
||||
+ ui = auto
|
||||
```
|
||||
</div>
|
||||
|
||||
## System Configuration
|
||||
<div class="chat-transcript" markdown="1">
|
||||
$ aider /etc/hosts # May need sudo
|
||||
|
||||
Added hosts to the chat.
|
||||
|
||||
#### Block tracking domains by pointing them to 127.0.0.1
|
||||
|
||||
```
|
||||
+ 127.0.0.1 ads.example.com
|
||||
+ 127.0.0.1 track.analytics.co
|
||||
```
|
||||
</div>
|
||||
|
||||
|
||||
## Editor Configs
|
||||
<div class="chat-transcript" markdown="1">
|
||||
$ aider .vimrc
|
||||
|
||||
Added .vimrc to the chat.
|
||||
|
||||
#### Enable line numbers and set 4-space tabs for Python
|
||||
|
||||
```
|
||||
+ set number
|
||||
+ autocmd FileType python set tabstop=4 shiftwidth=4 expandtab
|
||||
```
|
||||
</div>
|
||||
|
||||
## VSCode Configuration
|
||||
<div class="chat-transcript" markdown="1">
|
||||
$ aider settings.json
|
||||
|
||||
Added settings.json to the chat.
|
||||
|
||||
#### Enable auto-format on save and set default formatter
|
||||
|
||||
```
|
||||
+ "editor.formatOnSave": true,
|
||||
+ "editor.defaultFormatter": "esbenp.prettier-vscode"
|
||||
```
|
||||
</div>
|
||||
|
||||
## Markdown Documentation
|
||||
<div class="chat-transcript" markdown="1">
|
||||
$ aider README.md
|
||||
|
||||
Added README.md to the chat.
|
||||
|
||||
|
||||
#### Add installation section with brew and pip options
|
||||
|
||||
```
|
||||
+ ## Installation
|
||||
+ ```
|
||||
+ # Homebrew
|
||||
+ brew install cool-app-10k
|
||||
+
|
||||
+ # PyPI
|
||||
+ pipx install cool-app-10k
|
||||
+ ```
|
||||
```
|
||||
</div>
|
||||
|
||||
## XML Configuration
|
||||
<div class="chat-transcript" markdown="1">
|
||||
$ aider pom.xml
|
||||
|
||||
Added pom.xml to the chat.
|
||||
#### Add JUnit 5 dependency with test scope
|
||||
|
||||
```
|
||||
+ <dependency>
|
||||
+ <groupId>org.junit.jupiter</groupId>
|
||||
+ <artifactId>junit-jupiter-api</artifactId>
|
||||
+ <version>5.9.2</version>
|
||||
+ <scope>test</scope>
|
||||
+ </dependency>
|
||||
```
|
||||
</div>
|
||||
|
||||
|
||||
@@ -3,7 +3,7 @@ title: Aider in your IDE
|
||||
#highlight_image: /assets/browser.jpg
|
||||
parent: Usage
|
||||
nav_order: 750
|
||||
description: Aider can run in your browser, not just on the command line.
|
||||
description: Aider can watch your files and respond to AI comments you add in your favorite IDE or text editor.
|
||||
---
|
||||
|
||||
# Aider in your IDE
|
||||
@@ -34,7 +34,7 @@ description: Aider can run in your browser, not just on the command line.
|
||||
|
||||
## AI comments
|
||||
|
||||
If you run aider with `--watch-files`, it will watch all files in your repo
|
||||
If you run aider with `--watch-files`, it will watch all files in your repo
|
||||
and look for any AI coding instructions you add using your favorite IDE or text editor.
|
||||
|
||||
Specifically, aider looks for one-liner comments (# ... or // ...) that either start or end with `AI`, `AI!` or `AI?` like these:
|
||||
@@ -52,14 +52,14 @@ Or in `//` comment languages...
|
||||
|
||||
Aider will take note of all the comments that start or end with `AI`.
|
||||
Comments that include `AI!` with an exclamation point or `AI?` with a question
|
||||
mark are special.
|
||||
They triggers aider to take action to collect *all* the AI comments and use them
|
||||
mark are special.
|
||||
They trigger aider to take action to collect *all* the AI comments and use them
|
||||
as your instructions.
|
||||
|
||||
- `AI!` triggers aider to make changes to your code.
|
||||
- `AI?` triggers aider to answer your question.
|
||||
|
||||
See the demo video above that shows aider working with AI comments in VSCode.
|
||||
See the demo video above that shows aider working with AI comments in VSCode.
|
||||
|
||||
|
||||
## Example
|
||||
@@ -88,8 +88,8 @@ Aider only watches for these types of **one-liner** comments:
|
||||
|
||||
```
|
||||
# Python and bash style
|
||||
// Javascript style
|
||||
-- SQL style
|
||||
// Javascript style
|
||||
-- SQL style
|
||||
```
|
||||
|
||||
Aider will look for those comment types in all files.
|
||||
@@ -102,7 +102,7 @@ This capability is quite flexible and powerful, and can be used in many ways.
|
||||
|
||||
### In-context instructions
|
||||
|
||||
You can add an AI comment in the function you want changed,
|
||||
You can add an AI comment in the function you want changed,
|
||||
explaining the change request in-context right where you want the changes.
|
||||
|
||||
```javascript
|
||||
@@ -129,15 +129,15 @@ Just use `AI!` last, to trigger aider.
|
||||
def factorial(n):
|
||||
if n < 0:
|
||||
return jsonify(error="Factorial is not defined for negative numbers"), 400
|
||||
|
||||
|
||||
# AI: Refactor this code...
|
||||
|
||||
|
||||
result = 1
|
||||
for i in range(1, n + 1):
|
||||
result *= i
|
||||
|
||||
|
||||
# ... into to a compute_factorial() function. AI!
|
||||
|
||||
|
||||
return jsonify(result=result)
|
||||
```
|
||||
|
||||
@@ -180,7 +180,7 @@ many of aider's more advanced features:
|
||||
- Use `/undo` to revert changes you don't like. Although you may also be able to use your IDE's undo function to step back in the file history.
|
||||
- Use [chat modes](https://aider.chat/docs/usage/modes.html) to ask questions or get help.
|
||||
- Manage the chat context with `/tokens`, `/clear`, `/drop`, `/reset`.
|
||||
Adding an AI comment will add the file to the chat.
|
||||
Adding an AI comment will add the file to the chat.
|
||||
Periodically, you may want remove extra context that is no longer needed.
|
||||
- [Fix lint and test errors](https://aider.chat/docs/usage/lint-test.html).
|
||||
- Run shell commands.
|
||||
@@ -194,14 +194,14 @@ comments with full sentences, proper capitalization, punctuation, etc.
|
||||
This was done to help explain how AI comments work, but is not needed in practice.
|
||||
|
||||
Most LLMs are perfectly capable of dealing with ambiguity and
|
||||
inferring implied intent.
|
||||
inferring implied intent.
|
||||
This often allows you to be quite lazy with your AI comments.
|
||||
In particular, you can start and end comments with lowercase `ai` and `ai!`,
|
||||
but you can also be much more terse with the request itself.
|
||||
Below are simpler versions of some of the examples given above.
|
||||
|
||||
When the context clearly implies the needed action, `ai!` might be all you
|
||||
need. For example, to implement a factorial function
|
||||
need. For example, to implement a factorial function
|
||||
in a program full of other math functions either of these
|
||||
approaches would probably work:
|
||||
|
||||
@@ -237,15 +237,15 @@ Similarly, this refactor probably could have been requested with fewer words, li
|
||||
def factorial(n):
|
||||
if n < 0:
|
||||
return jsonify(error="Factorial is not defined for negative numbers"), 400
|
||||
|
||||
|
||||
# ai refactor...
|
||||
|
||||
|
||||
result = 1
|
||||
for i in range(1, n + 1):
|
||||
result *= i
|
||||
|
||||
|
||||
# ... to compute_factorial() ai!
|
||||
|
||||
|
||||
return jsonify(result=result)
|
||||
```
|
||||
|
||||
@@ -289,7 +289,6 @@ todo_app.py:
|
||||
|
||||
#### Credits
|
||||
|
||||
*This feature was inspired by
|
||||
*This feature was inspired by
|
||||
the way [Override](https://github.com/oi-overide) watches for file changes
|
||||
to find prompts embedded within `//> a specific set of delimiters <//`.*
|
||||
|
||||
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user