LangGraphRAGLLMPython

LangGraph RAG Chatbots

Retrieval-augmented chatbots built with LangGraph for grounded, agentic responses.

Overview

Architected multi-agent chatbot systems using LangGraph with retrieval-augmented generation (RAG) to answer complex domain-specific questions with high accuracy and zero hallucinations.

Key Features

LangGraph multi-agent orchestration
Vector database integration (Pinecone, Chroma)
Domain-specific knowledge retrieval
Streaming responses
Conversation memory & summarization

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