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chat-model

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Hugging Face Inference API offers cloud-based access to models without setup, ideal for fast deployment. Running models locally provides more control, privacy, and offline access but needs downloads and hardware. Choose APIs for quick prototyping, or local for custom and secure workflows.

  • Updated Aug 7, 2025
  • Python

This project is a modular LangChain-based application that demonstrates how to build, organize, and run LLM-powered systems using modern AI engineering practices. It covers the full pipeline—from LLM and chat models to embeddings, chains, prompts, and Retrieval-Augmented Generation (RAG)—all organized in a clear and scalable folder structure.

  • Updated Feb 6, 2026
  • Python

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