composio-core


Namecomposio-core JSON
Version 0.5.15 PyPI version JSON
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home_pagehttps://github.com/SamparkAI/composio_sdk
SummaryCore package to act as a bridge between composio platform and other services.
upload_time2024-09-05 15:08:42
maintainerNone
docs_urlNone
authorUtkarsh
requires_python<4,>=3.9
licenseNone
keywords
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requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls. 
            <p align="center">
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  <a href="https://composio.dev//#gh-dark-mode-only">
    <img src="./python/docs/imgs/composio_white_font.svg" width="318px" alt="Composio logo" />
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  <a href="https://github.com/composiodev/composio/actions/workflows/common.yml">
  <img alt="Tests" src="https://img.shields.io/github/actions/workflow/status/composiodev/composio/common.yml?label=Tests&style=plastic&logo=github&color=blue&cacheSeconds=60">
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<h2 align="center"><i>
  Production Ready Toolset for AI Agents
</i></h2>

<h4 align="center">Equip your agent with high-quality tools & integrations without worrying about authentication, accuracy, and reliability in a single line of code!
</h4>
<div align="center">
<p>
<a href="https://docs.composio.dev" rel="dofollow"><strong>Explore the Docs »</strong></a>
</p>

<p>
<a href="https://app.composio.dev">Try on Dashboard</a> <b>|</b>
<a href="https://www.composio.dev">Homepage</a> <b>|</b>
<!-- <a href="https://docs.composio.dev/guides/examples">Examples</a> |
<a href="https://docs.composio.dev/chat-with-docs">Chat with Docs</a> | -->
<a href="https://docs.composio.dev/sdk">SDK</a> <b>|</b>
<a href="https://docs.composio.dev/api-reference/">APIs</a> 
</p>
</div>

<hr>
<div align="center">
<p >
    <b>✨ Socials >></b>
    <a href="https://dub.composio.dev/JoinHQ">Discord</a> <b>|</b>
    <a href="https://www.youtube.com/@Composio">Youtube</a> <b>|</b>
    <a href="https://twitter.com/composiohq">Twitter</a> <b>|</b>
    <a href="https://www.linkedin.com/company/composio-dev"> Linkedin </a>
</p>
<p align="center">
    <b>⛏️ Contribute >></b>
    <a href="https://github.com/composiodev/composio/issues/new?assignees=&labels=type%3A+bug&template=bug_report.yml&title=%F0%9F%90%9B+Bug+Report%3A+">Report Bugs</a> <b>|</b>
    <a href="https://github.com/composiodev/composio/issues/new?assignees=&labels=feature&template=feature_request.yml&title=%F0%9F%9A%80+Feature%3A+">Request Feature</a> <b>|</b>
    <a href="https://github.com/composiodev/composio/blob/master/CONTRIBUTING.md">Contribute</a>
</p>
</div>

## 📋 Table of contents

- [📋 Table of contents](#-table-of-contents)
- [🤔 Why Composio?](#-why-composio)
- [🔥 Key Features](#-key-features)
- [🚀 Getting Started with Python](#-getting-started-with-python)
  - [1. Installation](#1-installation)
  - [2. Testing Composio in Action](#2-testing-composio-in-action)
- [🚀 Getting Started with Javascript](#-getting-started-with-javascript)
  - [1. **Install the Composio SDK**:](#1-install-the-composio-sdk)
  - [2. **Setup the OpenAI and Composio Tool Set**:](#2-setup-the-openai-and-composio-tool-set)
  - [3. **Run your script**:](#3-run-your-script)
- [💡 Examples](#-examples)
  - [Python Examples](#python-examples)
  - [Javascript Examples](#javascript-examples)
- [Star History](#star-history)
- [📋 Read Our Code Of Conduct](#-read-our-code-of-conduct)
- [🤗 Contributions](#-contributions)
- [🔗 Links](#-links)
- [🛡️ License](#️-license)
- [💪 Thanks To All Contributors](#-thanks-to-all-contributors)

## 🤔 Why Composio?

We believe AI Based Agents/Workflows are the future.
Composio is the best toolset to integrate AI Agents to best Agentic Tools and use them to accomplish tasks.

<img alt="Illustration" src="./docs/imgs/banner.gif" style="border-radius: 5px"/>

## 🔥 Key Features

- **100+ Tools**: Support for a range of different categories

  - **Software**: Do anything on GitHub, Notion, Linear, Gmail, Slack, Hubspot, Salesforce, & 90 more.
  - **OS**: Click anywhere, Type anything, Copy to Clipboard, & more.
  - **Browser**: Smart Search, Take a screenshot, MultiOn, Download, Upload, & more.
  - **Search**: Google Search, Perplexity Search, Tavily, Exa & more.
  - **SWE**: Ngrok, Database, Redis, Vercel, Git, etc.
  - **RAG**: Agentic RAG for any type of data on the fly!

- **Frameworks**: Use tools with agent frameworks like **OpenAI, Claude, LlamaIndex, Langchain, CrewAI, Autogen, Gemini, Julep, Lyzr**, and more in a single line of code.
- **Managed Authorisation**: Supports six different auth protocols. _Access Token, Refresh token, OAuth, API Keys, JWT, and more_ abstracted out so you can focus on the building agents.
- **Accuracy**: Get _up to 40% better agentic accuracy_ in your tool calls due to better tool designs.
- **Embeddable**: Whitelabel in the backend of your applications managing Auth & Integrations for all your users & agents and maintain a consistent experience.
- **Pluggable**: Designed to be extended with additional Tools, Frameworks and Authorisation Protocols very easily.

## 🚀 Getting Started with Python

### 1. Installation

To get started, type the following command in your Terminal.

```bash
pip install composio-core
```

If you want to install the 'composio' package along with its openai plugin: `pip install composio-openai`.

### 2. Testing Composio in Action

Let's use Composio to create an AI Agent that can star a Github Repo.

```bash
composio add github # Connect your Github - Run this in terminal
```

```python

from openai import OpenAI
from composio_openai import ComposioToolSet, App, Action

openai_client = OpenAI(
    api_key="{{OPENAIKEY}}"
)

# Initialise the Composio Tool Set

composio_tool_set = ComposioToolSet()

# Get GitHub tools that are pre-configured
actions = composio_tool_set.get_actions(
    actions=[Action.GITHUB_STAR_A_REPOSITORY_FOR_THE_AUTHENTICATED_USER]
)

my_task = "Star a repo composiodev/composio on GitHub"

# Setup openai assistant
assistant_instruction = "You are a super intelligent personal assistant"

assistant = openai_client.beta.assistants.create(
    name="Personal Assistant",
    instructions=assistant_instruction,
    model="gpt-4-turbo",
    tools=actions,
)

# create a thread
thread = openai_client.beta.threads.create()

message = openai_client.beta.threads.messages.create(
    thread_id=thread.id,
    role="user",
    content=my_task
)

# Execute Agent with integrations
run = openai_client.beta.threads.runs.create(
    thread_id=thread.id,
    assistant_id=assistant.id
)


# Execute Function calls
response_after_tool_calls = composio_tool_set.wait_and_handle_assistant_tool_calls(
    client=openai_client,
    run=run,
    thread=thread,
)

print(response_after_tool_calls)
```

## 🚀 Getting Started with Javascript

To get started with the Composio SDK in Javascript, follow these steps:

### 1. **Install the Composio SDK**:
   ```bash
   npm install composio-core
   ```

### 2. **Setup the OpenAI and Composio Tool Set**:
   ```javascript
   import { OpenAI } from "openai";
   import { OpenAIToolSet } from "composio-core";

   const toolset = new OpenAIToolSet({
       apiKey: process.env.COMPOSIO_API_KEY,
   });

   async function setupUserConnectionIfNotExists(entityId) {
       const entity = await toolset.client.getEntity(entityId);
       const connection = await entity.getConnection('github');

       if (!connection) {
           // If this entity/user hasn't already connected the account
           const connection = await entity.initiateConnection(appName);
           console.log("Log in via: ", connection.redirectUrl);
           return connection.waitUntilActive(60);
       }

       return connection;
   }

   async function executeAgent(entityName) {
       const entity = await toolset.client.getEntity(entityName)
       await setupUserConnectionIfNotExists(entity.id);

       const tools = await toolset.get_actions({ actions: ["github_issues_create"] }, entity.id);
       const instruction = "Make an issue with sample title in the repo - himanshu-dixit/custom-repo-breaking"

       const client = new OpenAI({ apiKey: process.env.OPEN_AI_API_KEY })
       const response = await client.chat.completions.create({
           model: "gpt-4-turbo",
           messages: [{
               role: "user",
               content: instruction,
           }],
           tools: tools,
           tool_choice: "auto",
       })

       console.log(response.choices[0].message.tool_calls);
       await toolset.handle_tool_call(response, entity.id);
   }

   executeAgent("your-entity-name");
   ```

### 3. **Run your script**:
   ```bash
   node your_script.js
   ```

This will set up the Composio SDK and execute an agent that creates a GitHub issue using the provided instructions.

For more details, refer to the [Composio SDK Documentation](https://docs.composio.dev/).


## 💡 Examples

### [Python Examples](https://docs.composio.dev/guides/python/)

### [Javascript Examples](https://docs.composio.dev/guides/javascript/)



## Star History

[![Star History Chart](https://api.star-history.com/svg?repos=composiohq/composio&type=Date)](https://star-history.com/#composiohq/composio&Date)


## 📋 Read Our Code Of Conduct

As part of our open-source community, we hold ourselves and other contributors to a high standard of communication. As a participant and contributor to this project, you agree to abide by our [Code of Conduct](https://github.com/composiodev/composio/blob/master/CODE_OF_CONDUCT.md).

## 🤗 Contributions

Composio is open-source and we welcome contributions. Please fork the repository, create a new branch for your feature, add your feature or improvement, and send a pull request.

Also go through our [Contribution Guidelines](https://github.com/composiodev/composio/blob/master/CONTRIBUTING.md) and [Code of Conduct](https://github.com/composiodev/composio/blob/master/CODE_OF_CONDUCT.md) before you start.

## 🔗 Links

- [Home page](https://composio.dev?utm_campaign=github-readme)
- [Contribution Guidelines](https://github.com/composiodev/composio/blob/master/CONTRIBUTING.md)
- [Docs](https://docs.composio.dev/?utm_campaign=github-readme)

## 🛡️ License

Composio is licensed under the Elastic License - see the [LICENSE](https://github.com/composiodev/composio/blob/master/LICENSE) file for details.

## 💪 Thanks To All Contributors

<a href="https://github.com/composiohq/composio/graphs/contributors">
  <img src="https://contributors-img.web.app/image?repo=composiodev/composio" alt="List of Contributors"/>
</a>

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Installation](#1-installation)\n  - [2. Testing Composio in Action](#2-testing-composio-in-action)\n- [\ud83d\ude80 Getting Started with Javascript](#-getting-started-with-javascript)\n  - [1. **Install the Composio SDK**:](#1-install-the-composio-sdk)\n  - [2. **Setup the OpenAI and Composio Tool Set**:](#2-setup-the-openai-and-composio-tool-set)\n  - [3. **Run your script**:](#3-run-your-script)\n- [\ud83d\udca1 Examples](#-examples)\n  - [Python Examples](#python-examples)\n  - [Javascript Examples](#javascript-examples)\n- [Star History](#star-history)\n- [\ud83d\udccb Read Our Code Of Conduct](#-read-our-code-of-conduct)\n- [\ud83e\udd17 Contributions](#-contributions)\n- [\ud83d\udd17 Links](#-links)\n- [\ud83d\udee1\ufe0f License](#\ufe0f-license)\n- [\ud83d\udcaa Thanks To All Contributors](#-thanks-to-all-contributors)\n\n## \ud83e\udd14 Why Composio?\n\nWe believe AI Based Agents/Workflows are the future.\nComposio is the best toolset to integrate AI Agents to best Agentic Tools and use them to accomplish tasks.\n\n<img alt=\"Illustration\" src=\"./docs/imgs/banner.gif\" style=\"border-radius: 5px\"/>\n\n## \ud83d\udd25 Key Features\n\n- **100+ Tools**: Support for a range of different categories\n\n  - **Software**: Do anything on GitHub, Notion, Linear, Gmail, Slack, Hubspot, Salesforce, & 90 more.\n  - **OS**: Click anywhere, Type anything, Copy to Clipboard, & more.\n  - **Browser**: Smart Search, Take a screenshot, MultiOn, Download, Upload, & more.\n  - **Search**: Google Search, Perplexity Search, Tavily, Exa & more.\n  - **SWE**: Ngrok, Database, Redis, Vercel, Git, etc.\n  - **RAG**: Agentic RAG for any type of data on the fly!\n\n- **Frameworks**: Use tools with agent frameworks like **OpenAI, Claude, LlamaIndex, Langchain, CrewAI, Autogen, Gemini, Julep, Lyzr**, and more in a single line of code.\n- **Managed Authorisation**: Supports six different auth protocols. _Access Token, Refresh token, OAuth, API Keys, JWT, and more_ abstracted out so you can focus on the building agents.\n- **Accuracy**: Get _up to 40% better agentic accuracy_ in your tool calls due to better tool designs.\n- **Embeddable**: Whitelabel in the backend of your applications managing Auth & Integrations for all your users & agents and maintain a consistent experience.\n- **Pluggable**: Designed to be extended with additional Tools, Frameworks and Authorisation Protocols very easily.\n\n## \ud83d\ude80 Getting Started with Python\n\n### 1. Installation\n\nTo get started, type the following command in your Terminal.\n\n```bash\npip install composio-core\n```\n\nIf you want to install the 'composio' package along with its openai plugin: `pip install composio-openai`.\n\n### 2. Testing Composio in Action\n\nLet's use Composio to create an AI Agent that can star a Github Repo.\n\n```bash\ncomposio add github # Connect your Github - Run this in terminal\n```\n\n```python\n\nfrom openai import OpenAI\nfrom composio_openai import ComposioToolSet, App, Action\n\nopenai_client = OpenAI(\n    api_key=\"{{OPENAIKEY}}\"\n)\n\n# Initialise the Composio Tool Set\n\ncomposio_tool_set = ComposioToolSet()\n\n# Get GitHub tools that are pre-configured\nactions = composio_tool_set.get_actions(\n    actions=[Action.GITHUB_STAR_A_REPOSITORY_FOR_THE_AUTHENTICATED_USER]\n)\n\nmy_task = \"Star a repo composiodev/composio on GitHub\"\n\n# Setup openai assistant\nassistant_instruction = \"You are a super intelligent personal assistant\"\n\nassistant = openai_client.beta.assistants.create(\n    name=\"Personal Assistant\",\n    instructions=assistant_instruction,\n    model=\"gpt-4-turbo\",\n    tools=actions,\n)\n\n# create a thread\nthread = openai_client.beta.threads.create()\n\nmessage = openai_client.beta.threads.messages.create(\n    thread_id=thread.id,\n    role=\"user\",\n    content=my_task\n)\n\n# Execute Agent with integrations\nrun = openai_client.beta.threads.runs.create(\n    thread_id=thread.id,\n    assistant_id=assistant.id\n)\n\n\n# Execute Function calls\nresponse_after_tool_calls = composio_tool_set.wait_and_handle_assistant_tool_calls(\n    client=openai_client,\n    run=run,\n    thread=thread,\n)\n\nprint(response_after_tool_calls)\n```\n\n## \ud83d\ude80 Getting Started with Javascript\n\nTo get started with the Composio SDK in Javascript, follow these steps:\n\n### 1. **Install the Composio SDK**:\n   ```bash\n   npm install composio-core\n   ```\n\n### 2. **Setup the OpenAI and Composio Tool Set**:\n   ```javascript\n   import { OpenAI } from \"openai\";\n   import { OpenAIToolSet } from \"composio-core\";\n\n   const toolset = new OpenAIToolSet({\n       apiKey: process.env.COMPOSIO_API_KEY,\n   });\n\n   async function setupUserConnectionIfNotExists(entityId) {\n       const entity = await toolset.client.getEntity(entityId);\n       const connection = await entity.getConnection('github');\n\n       if (!connection) {\n           // If this entity/user hasn't already connected the account\n           const connection = await entity.initiateConnection(appName);\n           console.log(\"Log in via: \", connection.redirectUrl);\n           return connection.waitUntilActive(60);\n       }\n\n       return connection;\n   }\n\n   async function executeAgent(entityName) {\n       const entity = await toolset.client.getEntity(entityName)\n       await setupUserConnectionIfNotExists(entity.id);\n\n       const tools = await toolset.get_actions({ actions: [\"github_issues_create\"] }, entity.id);\n       const instruction = \"Make an issue with sample title in the repo - himanshu-dixit/custom-repo-breaking\"\n\n       const client = new OpenAI({ apiKey: process.env.OPEN_AI_API_KEY })\n       const response = await client.chat.completions.create({\n           model: \"gpt-4-turbo\",\n           messages: [{\n               role: \"user\",\n               content: instruction,\n           }],\n           tools: tools,\n           tool_choice: \"auto\",\n       })\n\n       console.log(response.choices[0].message.tool_calls);\n       await toolset.handle_tool_call(response, entity.id);\n   }\n\n   executeAgent(\"your-entity-name\");\n   ```\n\n### 3. **Run your script**:\n   ```bash\n   node your_script.js\n   ```\n\nThis will set up the Composio SDK and execute an agent that creates a GitHub issue using the provided instructions.\n\nFor more details, refer to the [Composio SDK Documentation](https://docs.composio.dev/).\n\n\n## \ud83d\udca1 Examples\n\n### [Python Examples](https://docs.composio.dev/guides/python/)\n\n### [Javascript Examples](https://docs.composio.dev/guides/javascript/)\n\n\n\n## Star History\n\n[![Star History Chart](https://api.star-history.com/svg?repos=composiohq/composio&type=Date)](https://star-history.com/#composiohq/composio&Date)\n\n\n## \ud83d\udccb Read Our Code Of Conduct\n\nAs part of our open-source community, we hold ourselves and other contributors to a high standard of communication. As a participant and contributor to this project, you agree to abide by our [Code of Conduct](https://github.com/composiodev/composio/blob/master/CODE_OF_CONDUCT.md).\n\n## \ud83e\udd17 Contributions\n\nComposio is open-source and we welcome contributions. Please fork the repository, create a new branch for your feature, add your feature or improvement, and send a pull request.\n\nAlso go through our [Contribution Guidelines](https://github.com/composiodev/composio/blob/master/CONTRIBUTING.md) and [Code of Conduct](https://github.com/composiodev/composio/blob/master/CODE_OF_CONDUCT.md) before you start.\n\n## \ud83d\udd17 Links\n\n- [Home page](https://composio.dev?utm_campaign=github-readme)\n- [Contribution Guidelines](https://github.com/composiodev/composio/blob/master/CONTRIBUTING.md)\n- [Docs](https://docs.composio.dev/?utm_campaign=github-readme)\n\n## \ud83d\udee1\ufe0f License\n\nComposio is licensed under the Elastic License - see the [LICENSE](https://github.com/composiodev/composio/blob/master/LICENSE) file for details.\n\n## \ud83d\udcaa Thanks To All Contributors\n\n<a href=\"https://github.com/composiohq/composio/graphs/contributors\">\n  <img src=\"https://contributors-img.web.app/image?repo=composiodev/composio\" alt=\"List of Contributors\"/>\n</a>\n",
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