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Do I need these frameworks to build AI apps?

No, you can write vanilla code. Frameworks save time but can add abstraction overhead.

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More FAQs in LangChain vs LlamaIndex: Which Framework Should You Learn?

Yes, you can use LlamaIndex for data ingestion and retrieval, and pass the output to a LangChain agent loop.

LangChain provides more mature tools and abstractions for constructing multi-step autonomous agents.

LangChain currently has higher adoption, but LlamaIndex is gaining fast for RAG applications.

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