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An Improved Langchain RAG Tutorial (v2) with local LLMs, database updates, and testing.

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rag-db

Requirements

Desktopentwicklung mit C++ https://visualstudio.microsoft.com/de/visual-cpp-build-tools/

Install Ollama

and the Models:
llava:latest 8dd30f6b0cb1 4.7 GB 7 days ago
mistral:latest 61e88e884507 4.1 GB 11 days ago
nomic-embed-text:latest 0a109f422b47 274 MB 11 days ago

to get started run:
python web_crawler.py
python populate_database.py
python query_data.py "What is the Panda robot"

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