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Use sonnet by default; updated docs
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parent
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15 changed files with 125 additions and 39 deletions
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@ -6,6 +6,7 @@
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- Allow Claude 3.5 Sonnet to stream back >4k tokens!
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- It is the first model capable of writing such large coherent, useful code edits.
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- Do large refactors or generate multiple files of new code in one go.
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- Aider now uses `claude-3-5-sonnet-20240620` by default if `ANTHROPIC_API_KEY` is set in the environment.
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- Enabled [image support](https://aider.chat/docs/images-urls.html) for 3.5 Sonnet and for GPT-4o & 3.5 Sonnet via OpenRouter (by @yamitzky).
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- Added `--attribute-commit-message` to prefix aider's commit messages with "aider:".
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- Fixed regression in quality of one-line commit messages.
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10
README.md
10
README.md
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@ -31,6 +31,7 @@ and works best with GPT-4o, Claude 3.5 Sonnet, Claude 3 Opus and DeepSeek Coder
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# Because this page is rendered by GitHub as the repo README
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cog.out(open("website/_includes/get-started.md").read())
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]]]-->
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You can get started quickly like this:
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```
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@ -43,14 +44,9 @@ $ cd /to/your/git/repo
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$ export OPENAI_API_KEY=your-key-goes-here
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$ aider
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# Or, work with Anthropic's models
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# Work with Claude 3.5 Sonnet on your repo
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$ export ANTHROPIC_API_KEY=your-key-goes-here
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# Claude 3 Opus
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$ aider --opus
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# Claude 3.5 Sonnet
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$ aider --sonnet
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$ aider
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```
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<!--[[[end]]]-->
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@ -6,7 +6,7 @@ import sys
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import configargparse
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from aider import __version__, models
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from aider import __version__
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from aider.args_formatter import (
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DotEnvFormatter,
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MarkdownHelpFormatter,
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@ -44,12 +44,11 @@ def get_parser(default_config_files, git_root):
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env_var="ANTHROPIC_API_KEY",
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help="Specify the Anthropic API key",
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)
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default_model = models.DEFAULT_MODEL_NAME
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group.add_argument(
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"--model",
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metavar="MODEL",
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default=default_model,
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help=f"Specify the model to use for the main chat (default: {default_model})",
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default=None,
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help="Specify the model to use for the main chat",
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)
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opus_model = "claude-3-opus-20240229"
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group.add_argument(
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@ -403,6 +403,11 @@ def main(argv=None, input=None, output=None, force_git_root=None, return_coder=F
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register_models(git_root, args.model_settings_file, io)
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register_litellm_models(git_root, args.model_metadata_file, io)
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if not args.model:
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args.model = "gpt-4o"
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if os.environ.get("ANTHROPIC_API_KEY"):
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args.model = "claude-3-5-sonnet-20240620"
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main_model = models.Model(args.model, weak_model=args.weak_model)
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lint_cmds = parse_lint_cmds(args.lint_cmd, io)
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@ -17,6 +17,7 @@ cog.out(text)
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- Allow Claude 3.5 Sonnet to stream back >4k tokens!
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- It is the first model capable of writing such large coherent, useful code edits.
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- Do large refactors or generate multiple files of new code in one go.
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- Aider now uses `claude-3-5-sonnet-20240620` by default if `ANTHROPIC_API_KEY` is set in the environment.
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- Enabled [image support](https://aider.chat/docs/images-urls.html) for 3.5 Sonnet and for GPT-4o & 3.5 Sonnet via OpenRouter (by @yamitzky).
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- Added `--attribute-commit-message` to prefix aider's commit messages with "aider:".
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- Fixed regression in quality of one-line commit messages.
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@ -1,3 +1,4 @@
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You can get started quickly like this:
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```
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@ -10,12 +11,7 @@ $ cd /to/your/git/repo
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$ export OPENAI_API_KEY=your-key-goes-here
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$ aider
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# Or, work with Anthropic's models
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# Work with Claude 3.5 Sonnet on your repo
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$ export ANTHROPIC_API_KEY=your-key-goes-here
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# Claude 3 Opus
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$ aider --opus
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# Claude 3.5 Sonnet
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$ aider --sonnet
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$ aider
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```
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93
website/_posts/2024-07-01-sonnet-not-lazy.md
Normal file
93
website/_posts/2024-07-01-sonnet-not-lazy.md
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---
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title: Sonnet is the opposite of lazy
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excerpt: Claude 3.5 Sonnet represents a step change in AI coding.
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#highlight_image: /assets/linting.jpg
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draft: true
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nav_exclude: true
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---
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{% if page.date %}
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<p class="post-date">{{ page.date | date: "%B %d, %Y" }}</p>
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{% endif %}
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# Sonnet is the opposite of lazy
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Claude 3.5 Sonnet represents a step change
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in AI coding.
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It is so industrious, diligent and hard working that
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it has caused multiple problems for aider.
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It's been worth the effort to adapt aider to work well
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with Sonnet,
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because the result is surprisingly powerful.
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Sonnet's amazing work ethic caused a few problems:
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1. Sonnet is capable of outputting a very large amount of correct,
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complete code in one response.
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So much that it can easily blow through the 4k output token limit
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on API responses, which truncates its coding in mid-stream.
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2. Similarly, Sonnet can specify large sequences of edits in one go,
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like changing a majority of lines while refactoring a large file.
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Again, this regularly triggered the 4k output limit
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and resulted in a failed edits.
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3. Sonnet is not shy about quoting large chunks of an
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existing file to perform a SEARCH & REPLACE edit across
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a long span of lines.
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This can be wasteful and also trigger the 4k output limit.
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## Good problems
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Problems (1) and (2) are "good problems"
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in the sense that Sonnet is
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able to write more high quality code than any other model!
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Aider now allows Sonnet to return code in multiple 4k token
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responses.
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This gets all the upsides of Sonnet's prolific coding skills,
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without being constrained by the 4k output token limit.
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## Wasting tokens
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Problem (3) does cause some real downsides.
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Faced with a few small changes spread far apart in
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a source file,
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Sonnet would often prefer to do one giant SEARCH/REPLACE
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operation of the ~entire file.
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This wastes a tremendous amount of tokens,
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time and money -- and risks hitting the 4k output limit.
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It would be far faster and less expensive to instead
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do a few surgical edits.
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Aider now prompts Sonnet to discourage these long-winded
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SEARCH/REPLACE operations
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and promotes much more concise edits.
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## Aider with Sonnet
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[The latest release of aider](https://aider.chat/HISTORY.html#aider-v0410)
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has specialized support for Claude 3.5 Sonnet:
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- Aider allows Sonnet to produce as much code as it wants,
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by automatically and seamlessly spreading the response
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out over a sequence of 4k token API responses.
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- Aider carefully prompts Sonnet to be concise and
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return only changing sections of code.
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This reduces Sonnet's tendency to waste time, tokens and money
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returning large chunks of unchanging code.
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- Aider now uses `claude-3-5-sonnet-20240620` by default if `ANTHROPIC_API_KEY` is set in the environment.
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You can use aider with Sonnet like this:
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```
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pip install aider-chat
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export ANTHROPIC_API_KEY=<key> # Mac/Linux
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setx ANTHROPIC_API_KEY <key> # Windows
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aider
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```
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@ -19,8 +19,8 @@
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## Specify the Anthropic API key
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#anthropic-api-key:
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## Specify the model to use for the main chat (default: gpt-4o)
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#model: gpt-4o
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## Specify the model to use for the main chat
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#model:
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## Use claude-3-opus-20240229 model for the main chat
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#opus: false
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## Specify the Anthropic API key
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#ANTHROPIC_API_KEY=
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## Specify the model to use for the main chat (default: gpt-4o)
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#AIDER_MODEL=gpt-4o
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## Specify the model to use for the main chat
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#AIDER_MODEL=
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## Use claude-3-opus-20240229 model for the main chat
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#AIDER_OPUS=
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## Specify the Anthropic API key
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#anthropic-api-key:
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## Specify the model to use for the main chat (default: gpt-4o)
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#model: gpt-4o
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## Specify the model to use for the main chat
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#model:
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## Use claude-3-opus-20240229 model for the main chat
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#opus: false
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## Specify the Anthropic API key
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#ANTHROPIC_API_KEY=
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## Specify the model to use for the main chat (default: gpt-4o)
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#AIDER_MODEL=gpt-4o
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## Specify the model to use for the main chat
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#AIDER_MODEL=
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## Use claude-3-opus-20240229 model for the main chat
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#AIDER_OPUS=
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Environment variable: `ANTHROPIC_API_KEY`
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### `--model MODEL`
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Specify the model to use for the main chat (default: gpt-4o)
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Default: gpt-4o
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Specify the model to use for the main chat
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Environment variable: `AIDER_MODEL`
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### `--opus`
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@ -19,12 +19,12 @@ pip install aider-chat
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export ANTHROPIC_API_KEY=<key> # Mac/Linux
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setx ANTHROPIC_API_KEY <key> # Windows
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# Aider uses Claude 3.5 Sonnet by default (or use --sonnet)
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aider
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# Claude 3 Opus
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aider --opus
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# Claude 3.5 Sonnet
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aider --sonnet
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# List models available from Anthropic
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aider --models anthropic/
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```
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export OPENAI_API_KEY=<key> # Mac/Linux
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setx OPENAI_API_KEY <key> # Windows
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# GPT-4o is the best model, used by default
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# Aider uses gpt-4o by default (or use --4o)
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aider
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# GPT-4 Turbo (1106)
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@ -45,6 +45,7 @@ and works best with GPT-4o, Claude 3.5 Sonnet, Claude 3 Opus and DeepSeek Coder
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# Because this page is rendered by GitHub as the repo README
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cog.out(open("website/_includes/get-started.md").read())
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-->
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You can get started quickly like this:
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```
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$ export OPENAI_API_KEY=your-key-goes-here
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$ aider
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# Or, work with Anthropic's models
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# Work with Claude 3.5 Sonnet on your repo
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$ export ANTHROPIC_API_KEY=your-key-goes-here
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# Claude 3 Opus
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$ aider --opus
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# Claude 3.5 Sonnet
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$ aider --sonnet
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$ aider
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```
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<!-- NOOP -->
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