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LangChain vs LlamaIndex vs Flowise: Top LLM Frameworks Compared

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To build these AI-powered apps (chatbots, automated agents, RAG systems, etc.) The system embeds your data (PDFs, docs, web pages) and searches it, then feeds that context into the LLM. Frameworks often let you swap or test prompts without rewriting code. more efficiently, developers rely on LLM orchestration frameworks.