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Applied LLM Projects

A portfolio of production-minded AI engineering projects built with modern tooling including RAG, LangGraph, LangChain, Ollama, and observability platforms like LangSmith.

Each project showcases a different aspect of applied large language model (LLM) development.

All models run locally through Ollama — no API keys or cloud costs required.

Project Index

Project Desciption
langgraph-text-router A multi-step text task router built with LangGraph and a local LLM (Ollama), with full LangSmith observability.
agentic-rag-assistant A local agentic RAG assistant using LangGraph for routing, FAISS + OllamaEmbeddings for retrieval, and a quality-inspecting loop that can retry retrieval or respond directly.

More projects coming soon...

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