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39
CONFIGURATION.md
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## Configuration
The different tools and sub-tools used by CodiumAI PR-Agent are adjustable via the configuration file: `/pr-agent/settings/configuration.toml`.
The different tools and sub-tools used by CodiumAI PR-Agent are adjustable via the **[configuration file](pr_agent/settings/configuration.toml)**
### CLI
When running from source (CLI), your local configuration file will be used.
### Working from CLI
When running from source (CLI), your local configuration file will be initially used.
Example for invoking the 'review' tools via the CLI:
```
python cli.py --pr-url=<pr_url> review
```
In addition to general configurations, The 'review' tool will use parameters from the `[pr_reviewer]` section. Every tool has a dedicated section in the configuration file
In addition to general configurations, the 'review' tool will use parameters from the `[pr_reviewer]` section (every tool has a dedicated section in the configuration file).
Note that you can print results locally, without publishing them, by setting in `configuration.toml`:
@ -21,14 +21,37 @@ verbosity_level=2
```
This is useful for debugging or experimenting with the different tools.
### Working from pre-built repo (GitHub Action/GitHub App/Docker/...)
### Working from pre-built repo (GitHub Action/GitHub App/Docker)
When running PR-Agent from a pre-built repo, the default configuration file will be loaded.
To edit the configuration of any tool, just add `--config_path=<value>` to you command.
For example if you want to edit online `pr_reviewer` configurations, you can run:
To edit the configuration, you have two options:
1. Place a local configuration file in the root of your local repo. The local file will be used instead of the default one.
2. For online usage, just add `--config_path=<value>` to you command, to edit a specific configuration value.
For example if you want to edit `pr_reviewer` configurations, you can run:
```
/review --pr_reviewer.extra_instructions="focus on the file xyz" --pr_reviewer.require_score_review=false ...
/review --pr_reviewer.extra_instructions="..." --pr_reviewer.require_score_review=false ...
```
Any configuration value in `configuration.toml` file can be similarly edited.
### General configuration parameters
#### Changing a model
See [here](pr_agent/algo/__init__.py) for the list of available models.
To use Llama2 model, for example, set:
```
[config]
model = "replicate/llama-2-70b-chat:2c1608e18606fad2812020dc541930f2d0495ce32eee50074220b87300bc16e1"
[replicate]
key = ...
```
(you can obtain a Llama2 key from [here](https://replicate.com/replicate/llama-2-70b-chat/api))
Also review the [AiHandler](pr_agent/algo/ai_handler.py) file for instruction how to set keys for other models.
#### Extra instructions
All PR-Agent tools have a parameter called `extra_instructions`, that enables to add free-text extra instructions. Example usage:
```
/update_changelog --pr_update_changelog.extra_instructions="Make sure to update also the version ..."
```

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README.md
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@ -93,6 +93,7 @@ CodiumAI `PR-Agent` is an open-source tool aiming to help developers review pull
| CORE | PR compression | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Repo language prioritization | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Adaptive and token-aware<br />file patch fitting | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Multiple models support | :white_check_mark: | :white_check_mark: | :white_check_mark: |
| | Incremental PR Review | :white_check_mark: | | |
Examples for invoking the different tools via the CLI:
@ -152,24 +153,23 @@ Here are some advantages of PR-Agent:
- We emphasize **real-life practical usage**. Each tool (review, improve, ask, ...) has a single GPT-4 call, no more. We feel that this is critical for realistic team usage - obtaining an answer quickly (~30 seconds) and affordably.
- Our [PR Compression strategy](./PR_COMPRESSION.md) is a core ability that enables to effectively tackle both short and long PRs.
- Our JSON prompting strategy enables to have **modular, customizable tools**. For example, the '/review' tool categories can be controlled via the [configuration](./CONFIGURATION.md) file. Adding additional categories is easy and accessible.
- We support **multiple git providers** (GitHub, Gitlab, Bitbucket), and multiple ways to use the tool (CLI, GitHub Action, GitHub App, Docker, ...).
- We support **multiple git providers** (GitHub, Gitlab, Bitbucket), **multiple ways** to use the tool (CLI, GitHub Action, GitHub App, Docker, ...), and **multiple models** (GPT-4, GPT-3.5, Anthropic, Cohere, Llama2).
- We are open-source, and welcome contributions from the community.
## Roadmap
- [ ] Support open-source models, as a replacement for OpenAI models. (Note - a minimal requirement for each open-source model is to have 8k+ context, and good support for generating JSON as an output)
- [x] Support other Git providers, such as Gitlab and Bitbucket.
- [ ] Develop additional logic for handling large PRs, and compressing git patches
- [x] Support additional models, as a replacement for OpenAI (see [here](https://github.com/Codium-ai/pr-agent/pull/172))
- [ ] Develop additional logic for handling large PRs
- [ ] Add additional context to the prompt. For example, repo (or relevant files) summarization, with tools such a [ctags](https://github.com/universal-ctags/ctags)
- [ ] Adding more tools. Possible directions:
- [x] PR description
- [x] Inline code suggestions
- [x] Reflect and review
- [x] Rank the PR (see [here](https://github.com/Codium-ai/pr-agent/pull/89))
- [ ] Enforcing CONTRIBUTING.md guidelines
- [ ] Performance (are there any performance issues)
- [ ] Documentation (is the PR properly documented)
- [ ] Rank the PR importance
- [ ] ...
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