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AI & ML

12 repos

langchain-ai

langchain

The biggest LLM framework. Chains, agents, RAG pipelines, integrations with every model, vector DB, and tool. Strong ecosystem with LangGraph for agentic workflows. The criticism: for simple use cases…

AI & ML

You are building multi-step AI pipelines (agents, complex RAG, tool use) and need the ecosystem.

You are just calling an LLM API and processing the response — use the native SDK directly.

langchain-ai/langchainView

run-llama

llama_index

RAG specialist. Better document loading, chunking, and retrieval than LangChain for retrieval-first apps. Strong on advanced strategies — hybrid search, re-ranking, recursive retrieval. Now expanded i…

AI & ML

Your AI app is mostly retrieval over documents — knowledge base, support bot, internal search.

You need broad agent/tool use — LangChain has wider integration coverage.

run-llama/llama_indexView

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AI & ML

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