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langchain

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The project is a jupyter notebook of the method I used to distill an entire physiology book into it's key points of knowledge. The book I chose is "The Muscle and Strength Training Pyramid v2.0" by Eric Helms. This work is part of an ongoing exploration I'm doing into the ability of LLMs (Large Language Models) to effectively distill knowledge.

  • Updated Aug 6, 2023
  • Jupyter Notebook

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

  • Updated Jan 7, 2024
  • Jupyter Notebook

Explore the cutting-edge world of advanced retriever and generator (RAG) models through the "Advanced-RAG-Experiments" repository. This collection of Jupyter notebooks and experiments is designed to provide a deep dive into the capabilities and nuances of advanced RAG models in the field of natural language processing.

  • Updated Jan 30, 2024
  • Jupyter Notebook

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