Putting it All Together

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This guide provides detailed instructions on how to create an application that retrieves the latest news articles and generates summaries using Langchain and Composio.

News Summary

Empower your AI agents with Composio - a platform for managing and integrating tools with LLMs & AI agents using Function Calling.

Overview

Basic Concepts

Learn how to use Tools in less than 5 minutes

Quick Start - Tools

🚀 Quick Start - Tools

Learn how to use Triggers in less than 5 minutes

Quick Start - Triggers

🚀 Quick Start - Triggers

What are Tools?

🛠️ What are Tools & Actions?

Use Tools with LLMs

🛠️ How can I use Tools with LLMs?

Each Tool (like GitHub, Slack, etc.) comes with many Actions. You can explore all available Tools & Actions [here](https://app.composio.dev/apps). Each Action has an associated action ID which you can use to call the action.

Use Specific Actions

How can I get and use specific actions from a Tool?

Get Action Schema

🛠️ How can I get the schema for an Action?

Learn how to modify Tools & Actions to refine schemas, inputs, and outputs for optimal results.

Modify Actions

🛠️ How to modify Actions?

Configure Tools

🛠️ Configure Tools

Guide to use Tools directly as function calls

Use Tools Directly

🛠️ How can I use Tools directly?

Guide to using existing authentication with tools and actions

Use Tools With Your Auth

🛠️ How Can I Use Tools and Actions With Existing Authentication?

Create standalone custom tools and actions for any functionality you need (e.g., data processing, calculations, or integrations with other services)

Build Tools Without Auth

Create custom actions that leverage existing tool authentication to extend functionality.

Build Tools with Auth

Learn how to add your own App to Composio

Add Your Own App

🔧 How to add your own App?

Learn how to create a REST API endpoint that processes natural language requests into tool actions using Composio, OpenAI and FastAPI

Serving Tools Over Endpoint

🛠️ Serving Tools Over Endpoint

Learn how to securely manage and authenticate multiple user connections

Connections

Create & Manage Connections for Users

Using Connections

How to use Connections?

Learn how to configure connections for your users

Configuring Connection

How To Configure Connections?

Example Flow - Gmail

Connecting your User's Gmail Account

Guide to getting your user's Shopify account connected using API Key

Example Flow - Shopify

Connecting a Shopify Account using API Key

Triggers monitor specific events in apps like GitHub or Gmail and notify your agents via webhooks. When triggered, they send relevant data that your agents can act upon

Triggers

Getting Started with Triggers

Learn how to configure and receive real-time notifications about activities in your Composio account through webhooks

Webhooks

Getting Started with Webhooks

Integrate Composio with Autogen agents to let them seamlessly interact with external Apps

Autogen

Using Composio With Autogen

Integrate Composio with CrewAI agents to let them seamlessly interact with external apps

CrewAI

Using Composio With CrewAI

Integrate Composio with LangChain agents to let them seamlessly interact with external apps

LangChain

🦜🔗 Using Composio With LangChain

Use Composio with LangFlow to create LLM agents that can interact with external apps

LangFlow

Using Composio With LangFlow

Integrate Composio with LangGraph agents to let them seamlessly interact with external apps

LangGraph

🦜🕸️ Using Composio With LangGraph

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

Letta

Using Composio With Letta

Integrate Composio with LiteLLM and seamlessly interact with external apps

LiteLLM

Using Composio With LiteLLM

Integrate Composio with LLamaIndex agents to let them seamlessly interact with external apps

LlamaIndex

🦙 Using Composio With LlamaIndex

Integrate Composio with OpenAI Assistants to let them seamlessly interact with external apps

OpenAI

֎ Using Composio With OpenAI

Integrate Composio with CAMEL agents to let them seamlessly interact with external apps

CAMEL

🐫 Using Composio With CAMEL-AI

Integrate Composio with Cloudflare Worker AI to let them seamlessly interact with external apps

Cloudflare Worker AI

Using Composio With Cloudflare Worker AI

Integrate Composio with Griptape agents to let them seamlessly interact with external apps

Griptape

🧻 Using Composio With Griptape

Integrate Composio with Groq to seamlessly interact with external apps

Groq

🦜🔗 Using Composio With Groq

Integrate Composio with Julep agents to enhance their interaction with external apps

Julep

Using Composio With Julep

Integrate Composio with Lyzr agents to let them seamlessly interact with external apps

Lyzr

Using Composio With Lyzr

Integrate Composio with Phidata agents to let them seamlessly interact with external apps

Phidata

Using Composio With Phidata

Integrate Composio with PraisonAI agents to let them seamlessly interact with external apps

PraisonAI SDK

📖 Using Composio With PraisonAI

Integrate Composio with Vercel AI SDK to let them seamlessly interact with external apps

Vercel AI

Using Composio With Vercel AI SDK

Enable Google AI models to seamlessly interact with external apps via Composio for enhanced functionality

Google AI

Using Composio With Google AI

List of tools you can use for your SWE Kit Development, compatible with agentic frameworks like CrewAI, LangChain, and LlamaIndex etc. These utilities enable file system operations, command execution, and other core development tasks

Tools

Tools For SWE Kit

Build Software Engineering agents locally with frameworks and tools of your choice

Introduction (Python)

SWE Development Kit

Build and benchmark Software Engineering agents with Composio's tooling ecosystem using JavaScript

Introduction (JS)

Learn how to run and evaluate your SWE agents using benchmarks

SWE Kit Benchmarks

Benchmarks

PR Review Agent

SWE Kit: PR Review Agent

List of tools you can use for your AI SDR Development, compatible with agentic frameworks like CrewAI, LangChain, and LlamaIndex etc. These utilities enable file system operations, command execution, and other core development tasks

Tools For AI SDR Kit

This project demonstrates how to use Composio to create a lead generation agent.

AI Lead Generator

AI Lead Generator Agent

This project demonstrates how to use Composio to create an outreach agent.

AI Outreach Agent

This project demonstrates how to use Composio to create a market research agent.

AI Market Researcher

AI Market Research Agent

This project demonstrates how to use Composio to create a scheduling agent.

AI Scheduler

AI Scheduling Agent

Configure and utilize different workspace environments for running your agents securely and with custom configurations.

Workspace Environments

Learn how to obtain and use your Composio API key

API key

Learn how to install and use the Composio CLI for managing your agent interactions.

How to use CLI?

💻 Using Composio CLI

This section will walk you through discovering and managing the tools, integrations, actions, and more.

Listing Tools & Actions

Listing all tools, actions, and more

Supported LLMs

🛠️ What LLMs can I use?

This project involves setting up and running a system of agents to add content to a RAG (Retrieval-Augmented Generation) tool, perform queries, and return relevant information. We use Composio to setup this Local Tool and OpenAI GPT-4o to power the agents. Follow this guide to set up and run the project.

RAG Tool Agent

The project generates and executes code based on user-defined problems. It utilizes the Composio and connects your AI Agent to E2B's Code Interpreter to facilitate code execution, allowing users to input a problem statement and receive executable code as output. The agent is designed to operate in a sandbox environment, ensuring safe execution and accurate results. Key functionalities include code generation, execution, and result interpretation, making it an invaluable resource for developers and data scientists alike.

Code Execution Agent

This project is an example which uses Composio to seamlessly convert your to-do lists into Google Calendar events. It automatically schedules tasks with specified labels and times, ensuring your calendar is always up-to-date and organized.

Calendar Agent

This project serves as an example of how to use Composio to seamlessly fetch and summarize newsletter emails. It automatically retrieves recent newsletters, summarizes their content, and sends a well-formatted email to the specified recipient.

Newsletter Summarizer

This guide provides detailed steps to create a Demo Assistant using Composio and OpenAI. You will build a system capable of interacting with GitHub to create issues and fetch user information.

Research Agent

This guide provides detailed steps to create an agent that leverages  Composio to perform SQL queries and file operations to perform sql queries and  File operations and plot insightful graphs on the data in the db

SQL Agent

This guide provides detailed steps to create an agent that leverages  Composio to perform SQL queries and file operations.

List all the action tags available in composio

List action tags

Retrieve a list of all actions based on query parameters.

List actions

Get action inputs

Get action details, including the input and response schema. This is very useful for setting upfunction/tool calling with composio actions.

Get single action

Execute an action. Support both connected account and no auth auth.

Execute an action

List api keys

Generate api key

Delete api key

List of available app categories, can be used to filter apps.

List app categories

List all apps based on the given filters, if any. This will return all available apps if no filters are provided.

List apps

Get single app

Get user info

Get all connections in the current project.

List connections

Get authentication crdentials for the connected account, i.e all the headers, query parameters, etc. that are required to make requests to the third-party service directly.

Examples

News Summary Agent GitHub Repository

​Putting it All Together

Putting it All Together