SemanticScuttle - klotz.me

klotz: llm* + search* + document*

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1. A Coding Implementation to Build a Document Search Agent (DocSearchAgent) with Hugging Face, ChromaDB, and Langchain

   This tutorial demonstrates how to build a powerful document search engine using Hugging Face embeddings, Chroma DB, and Langchain for semantic search capabilities.

   2025-03-21 Tags: document, search, hugging face, chromadb, langchain, vector database, embedding, agents, llm by klotz
2. Building RAG-Based Chatbots Using Streamlit + Langchain

   2023-11-07 Tags: rag, llm, streamlit, langchain, document, search, summarization, q and a by klotz
3. From RAGs to Riches 10 Applications of vector search to deeply understand your data and models

   Image Similarity Search Reverse Image Search Object Similarity Search Robust OCR Document Search Semantic Search Cross-modal Retrieval Probing Perceptual Similarity Comparing Model Representations Concept Interpolation Concept Space Traversal Image Similarity Search

   2023-10-26 Tags: llm, rag, similarity, vision, document, search, machine learning by klotz
4. QA using a Retriever |

   2023-08-17 Tags: langchain, document, search, llm, chat, faiss, chromadb, vector database by klotz
5. Running Llama 2 on CPU Inference Locally for Document Q&A | by Kenneth Leung | Jul, 2023 | Towards Data Science

   2023-08-17 Tags: document, search, llm, chat, faiss, vector database, llama, llama 2 by klotz
6. youssefHosni/Chat-with-Pdf: Step-by-Step Guide to Building a PDF-Chat App using LangChain, OpenAI API & Streamlit

   2023-07-06 Tags: llm, pdf, chat, langchain, streamlit, openai, api, document, search, text, chroma, vector database, github by klotz
7. Building a PDF-Chat App using LangChain, OpenAI API & Streamlit | by Youssef Hosni | Jul, 2023 | Level Up Coding

   https://github.com/youssefHosni/Chat-with-Pdf

   2023-07-06 Tags: llm, pdf, chat, langchain, streamlit, openai, api, document, search, text, chroma, vector database by klotz

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