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Curated collection of tools, frameworks, and readings on agentic engineering

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Agent Frameworks

The most popular frameworks for building AI agents

LangChain↗

Framework for developing LLM-powered applications with chains and agents.

pythontypescriptpopular

CrewAI↗

Framework for orchestrating autonomous AI agents that collaborate with each other.

pythonmulti-agent

AutoGen↗

Microsoft's framework for building multi-agent conversational applications.

pythonmicrosoftmulti-agent
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Language Models

The main LLM providers for agents

Anthropic Claude↗

Claude models with advanced reasoning and tool use capabilities.

apireasoning

OpenAI↗

GPT-4 and o-series models with native function calling.

apipopular

Ollama↗

Run open-source language models locally.

localopen-source
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RAG Tools

Vector databases and tools for RAG

Pinecone↗

Serverless vector database for semantic search at scale.

vectorscloud

ChromaDB↗

Open-source embedding database, easy to use.

vectorsopen-source

LlamaIndex↗

Data framework for LLM applications with advanced indexing and retrieval.

ragpython
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