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107 lines
3.6 KiB
Plaintext
107 lines
3.6 KiB
Plaintext
---
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title: "GitHubFileEditorTool"
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id: githubfileeditortool
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slug: "/githubfileeditortool"
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description: "A Tool that allows Agents and ToolInvokers to edit files in GitHub repositories."
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---
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# GitHubFileEditorTool
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A Tool that allows Agents and ToolInvokers to edit files in GitHub repositories.
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| --- | --- |
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| **Mandatory init variables** | "github_token": GitHub personal access token. Can be set with `GITHUB_TOKEN` env var. |
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| **API reference** | [Tools](/reference/tools-api) |
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| **GitHub link** | https://github.com/deepset-ai/haystack-core-integrations/tree/main/integrations/github |
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## Overview
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`GitHubFileEditorTool` wraps the [`GitHubFileEditor`](../../pipeline-components/connectors/githubfileeditor.mdx) component, providing a tool interface for use in agent workflows and tool-based pipelines.
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The tool supports multiple file operations including editing existing files, creating new files, deleting files, and undoing recent changes. It supports four main commands:
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- **EDIT**: Edit an existing file by replacing specific content
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- **CREATE**: Create a new file with specified content
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- **DELETE**: Delete an existing file
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- **UNDO**: Revert the last commit if made by the same user
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### Parameters
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- `name` is _optional_ and defaults to "file_editor". Specifies the name of the tool.
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- `description` is _optional_ and provides context to the LLM about what the tool does.
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- `github_token` is _mandatory_ and must be a GitHub personal access token for API authentication. The default setting uses the environment variable `GITHUB_TOKEN`.
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- `repo` is _optional_ and sets a default repository in owner/repo format.
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- `branch` is _optional_ and defaults to "main". Sets the default branch to work with.
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- `raise_on_failure` is _optional_ and defaults to `True`. If False, errors are returned instead of raising exceptions.
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## Usage
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Install the GitHub integration to use the `GitHubFileEditorTool`:
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```shell
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pip install github-haystack
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```
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:::info
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Repository Placeholder
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To run the following code snippets, you need to replace the `owner/repo` with your own GitHub repository name.
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:::
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### On its own
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Basic usage to edit a file:
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```python
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from haystack_integrations.tools.github import GitHubFileEditorTool
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tool = GitHubFileEditorTool()
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result = tool.invoke(
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command="edit",
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payload={
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"path": "src/example.py",
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"original": "def old_function():",
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"replacement": "def new_function():",
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"message": "Renamed function for clarity"
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},
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repo="owner/repo",
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branch="main"
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)
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print(result)
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```
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```bash
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{'result': 'Edit successful'}
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```
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### With an Agent
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You can use `GitHubFileEditorTool` with the [Agent](../../pipeline-components/agents-1/agent.mdx) component. The Agent will automatically invoke the tool when needed to edit files in GitHub repositories.
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```python
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from haystack.components.generators.chat import OpenAIChatGenerator
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from haystack.dataclasses import ChatMessage
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from haystack.components.agents import Agent
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from haystack_integrations.tools.github import GitHubFileEditorTool
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editor_tool = GitHubFileEditorTool(repo="owner/repo")
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agent = Agent(
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chat_generator=OpenAIChatGenerator(),
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tools=[editor_tool],
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exit_conditions=["text"]
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)
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agent.warm_up()
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response = agent.run(messages=[
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ChatMessage.from_user("Edit the file README.md in the repository \"owner/repo\" and replace the original string 'tpyo' with the replacement 'typo'. This is all context you need.")
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])
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print(response["last_message"].text)
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```
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```bash
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The file `README.md` has been successfully edited to correct the spelling of 'tpyo' to 'typo'.
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``` |