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.

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Table of Contents

• APIs
• Tools
• Libraries
• Frameworks
• Observability
• Papers

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APIs

• Search
  • Exa Ai - The Exa API retrieves the best content on the web using embeddings-based search
  • Tavily - Tavily Search API is a search engine optimized for LLMs and RAG, aimed at efficient, quick and persistent search results.
  • Steel.dev - Steel is an open-source browser API that lets you control fleets of browsers in the cloud.
  • Hyperbrowser - Hyperbrowser is a powerful cloud browser platform that lets you run automated browser sessions at scale.
• Code Understanding
  • Gitingest - Web interface to turn codebases into prompt-friendly text
• Crawling
  • Firecrawl - Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.
  • DataFuel - DataFuel API scrapes entire websites and knowledge bases in a single query.
• Memory
  • Mem0 - Mem0 (pronounced as "mem-zero") enhances AI assistants and agents with an intelligent memory layer, enabling personalized AI interactions.

Premade Tools

• Langchain Toolkits - Toolkits are collections of tools that are designed to be used together for specific tasks. They have convenient loading methods.

Libraries

• Outlines - Structured text generation.
• Flow - A lightweight task engine for building AI agents that prioritizes simplicity and flexibility.

Frameworks

• Langchain - 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 - Framework for orchestrating role-playing, autonomous AI agents.

Observability

• AgentOps - Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more.

Papers

• To be added