awesome-tools-for-agents

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awesome-tools-for-agents

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Awesome List of tools that can be used by conversational agents and LLMs. Geared towards APIs and tools that can be used in function calling.

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# awesome-tools-for-agents
Awesome List of tools that can be used by conversational agents and LLMs. Geared towards APIs and tools that can be used in function calling.

[![Awesome](https://awesome.re/badge-flat.svg)](https://awesome.re)

---

# Table of Contents
- [APIs](#apis)
- [Tools](#tools)
- [Libraries](#libraries)
- [Frameworks](#frameworks)
- [Observability](#observability)
- [Papers](#papers)

---

## APIs
- Search
    - [Exa Ai](https://exa.ai) - The Exa API retrieves the best content on the web using embeddings-based search
    - [Tavily](https://tavily.com) - Tavily Search API is a search engine optimized for LLMs and RAG, aimed at efficient, quick and persistent search results.
    - [Steel.dev](https://github.com/steel-dev/steel-browser) - Steel is an open-source browser API that lets you control fleets of browsers in the cloud.
    - [Hyperbrowser](https://www.hyperbrowser.ai/) - Hyperbrowser is a powerful cloud browser platform that lets you run automated browser sessions at scale.
- Code Understanding
    - [Gitingest](https://github.com/cyclotruc/gitingest) - Web interface to turn codebases into prompt-friendly text
- Crawling
    - [Firecrawl](https://github.com/mendableai/firecrawl) - Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.
    - [DataFuel](https://www.datafuel.dev/) - DataFuel API scrapes entire websites and knowledge bases in a single query.
- Memory
    - [Mem0](https://github.com/mem0ai/mem0) - Mem0 (pronounced as "mem-zero") enhances AI assistants and agents with an intelligent memory layer, enabling personalized AI interactions.
## Premade Tools
- [Langchain Toolkits ](https://python.langchain.com/v0.1/docs/integrations/toolkits/) - Toolkits are collections of tools that are designed to be used together for specific tasks. They have convenient loading methods.

## Libraries
- [Outlines](https://github.com/outlines-dev/outlines) - Structured text generation.
- [Flow](https://github.com/lmnr-ai/flow/tree/main) - A lightweight task engine for building AI agents that prioritizes simplicity and flexibility.

## Frameworks
- [Langchain](https://python.langchain.com/v0.1/docs/modules/agents/) - Langchain is a framework for building conversational agents. It is designed to be modular and extensible, and provides a simple interface for building conversational agents.
- [CrewAI](https://www.crewai.com/open-source) - Framework for orchestrating role-playing, autonomous AI agents.

## Observability
- [AgentOps](https://github.com/AgentOps-AI/agentops) - Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more.

## Papers
- To be added

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