> ## Documentation Index
> Fetch the complete documentation index at: https://composio-27-feat-docs-revamp.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Using Composio With Letta

> Integrate Composio with Letta agents to let them seamlessly interact with external apps

## Star A Repository on GitHub

In this example, we will use Letta Agent to star a repository on GitHub using Composio Tools

<Steps>
  <Step title="Install Packages">
    <CodeGroup>
      ```bash Python
      pip install letta-client composio_langchain
      ```

      ```bash JavaScript
      npm i composio-core @letta-ai/letta-client
      ```
    </CodeGroup>
  </Step>

  <Step title="Import Libraries & Configure Client">
    <CodeGroup>
      ```python Python
      from letta_client import Letta
      from composio_langchain import Action, ComposioToolSet, App

      client = Letta(base_url="http://localhost:8283")
      ```

      ```javascript JavaScript
      import { LettaClient } from '@letta-ai/letta-client'
      import { ComposioToolSet } from "composio-core"

      const client = new LettaClient({
          baseUrl: "http://localhost:8283",
      });

      const toolset = new ComposioToolSet()
      ```
    </CodeGroup>
  </Step>

  <Step title="Connect Your GitHub Account">
    <Info>You need to have an active GitHub Integration. Learn how to do this [here](https://youtu.be/LmyWy4LiedQ?si=u5uFArlNL0tew0Wf)</Info>

    <CodeGroup>
      ```shell CLI
      composio login 
      composio add github
      ```

      ```python Python
      toolset = ComposioToolSet()
      request = toolset.initiate_connection(app=App.GITHUB)
      print(f"Open this URL to authenticate: {request.redirectUrl}")
      ```

      ```javascript JavaScript
      const connection = await toolset.connectedAccounts.initiate({appName: "github"})
      console.log(`Open this URL to authenticate: ${connection.redirectUrl}`);
      ```
    </CodeGroup>
  </Step>

  <Step title="Add GitHub action to Client">
    Adding tools to the client

    <CodeGroup>
      ```python Python
      tool = client.tools.add_composio_tool(composio_action_name=Action.GITHUB_STAR_A_REPOSITORY_FOR_THE_AUTHENTICATED_USER.name)
      ```

      ```javascript JavaScript
      const tool = await client.tools.addComposioTool(
          "GITHUB_STAR_A_REPOSITORY_FOR_THE_AUTHENTICATED_USER",
      )
      ```
    </CodeGroup>
  </Step>

  <Step title="Create the agent">
    <CodeGroup>
      ```python Python
      agent = client.agents.create(
          name="GitHub Agent",
          memory_blocks=[
              {"label": "persona", "value": "I am a helpful assistant"}
          ],
          model="openai/gpt-4o",
          embedding="openai/text-embedding-ada-002", 
          tool_ids=[tool.id]
      )
      ```

      ```javascript JavaScript
      const agent = await client.agents.create({
          name: "GitHub Agent",
          memoryBlocks: [
              {
                  value: "I am a helpful assistant",
                  label: "persona",
              },
          ],
          model: "openai/gpt-4o",
          embedding: "openai/text-embedding-ada-002",
          toolIds: [tool.id],
      });
      ```
    </CodeGroup>
  </Step>

  <Step title="Execute the Agent">
    <CodeGroup>
      ```python Python
      response = client.agents.messages.create(
          agent_id=agent.id,
          messages=[
              {
                  "role": "user",
                  "content": "Star the github repo composioHQ/composio/"
              }
          ]
      )
      for message in response.messages:
          print(message)
      ```

      ```javascript JavaScript
      const response = await client.agents.messages.create(agent.id, {
          messages: [
              {
                  role: "user",
                  content: "Star the github repo composiohq/composio",
              },
          ],
      });

      for (const message of response.messages) {
          console.log(message);
      }
      ```
    </CodeGroup>
  </Step>
</Steps>