Open Source h2oGPT: Mastering LangChain and Agents with Open Source LLMs using h2oGPT
🧠 Enjoy learning from Jon McKinney and Arno Candel's presentation on "Open Source h2oGPT" at H2O Open Source GenAI World 2023! This session provides a comprehensive overview of h2oGPT, an open-source project focusing on LangChain and agents in the context of Large Language Models (LLMs).
🔍 Technical Highlights:
➡️ h2oGPT Overview: Explore the functionalities and architecture of h2oGPT, an open-source tool for LLM applications.
➡️ LangChain and Retrieval-Augmented Generation (RAG): Understand the integration of LangChain for data source combination and RAG for query handling.
➡️ Embedding Models and Vector Representation: Gain insights into how embedding models represent information in English language vectors.
➡️ Query Understanding and Improvement Techniques: Learn about advanced query processing techniques to enhance the effectiveness of similarity searches.
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