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pydantic-schema

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NxtGenCodeBase / structured-rag-chatbot

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Build a scalable, production-ready Q&A chatbot using OpenAI APIs, Retrieval-Augmented Generation (RAG), ChromaDB vector database, and Streamlit UI. This project demonstrates structured JSON outputs using Pydantic, semantic search with embeddings, and a clean modular Python architecture suitable for real-world AI systems.

embeddings semantic-search structured-output vector-database ai-chatbot nlp-chatbot ai-engineering openai-api streamlit-app prompt-engineering openai-python chromadb retrieval-augmented-generation rag-pipeline ai-architecture generative-ai-project pydantic-schema local-ai-app
  • Updated Mar 21, 2026
  • Python

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