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Building a RAG Pipeline in JavaScript with Memory

43 min • Published Jun 25, 2024
JavaScript
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✅ Written article - https://mdb.link/ELt-lghAe0Q-blog - Unlock the full potential of your JavaScript RAG application with MongoDB and LangChain. Learn how to enhance AI systems with a conversational memory, improve response relevance and user interaction by integrating MongoDB's Atlas Vector Search and LangChain-MongoDB. Discover how to setup your environment, manage chat histories, and construct advanced RAG chains for smarter, context-aware applications. Perfect for developers looking to elevate AI projects with real-time, personalized user engagement.
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