SemanticScuttle - klotz.me

Tags: llm* + vector database* + langchain*

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1. LangChain and Elastic Collaborate to Add Vector Database and Semantic Reranking for RAG

   LangChain's ElasticsearchRetriever enables full flexibility in defining retrieval strategies, allowing users to experiment with different approaches.

   2024-06-20 Tags: langchain, elastic, vector database, semantic reranking, search, llm by klotz
2. Enhance Your RAG Application With Advanced SQL Vector Queries

   This article discusses how to overcome limitations of retrieval-augmented generation (RAG) models by creating an AI assistant using advanced SQL vector queries. The author uses tools such as MyScaleDB, OpenAI, LangChain, Hugging Face and the HackerNews API to develop an application that enhances the accuracy and efficiency of data retrieval process.

   2024-06-14 Tags: rag, sql, vector database, myscaledb, openai, langchain, hugging face, hackernews, api, llm by klotz
3. QA using a Retriever |

   2023-08-17 Tags: langchain, document, search, llm, chat, faiss, chromadb, vector database by klotz
4. 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
5. 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
6. What I Learned Pushing Prompt Engineering to the Limit | by Jacob Marks, Ph.D. | Jun, 2023 | Towards Data Science

   LLM LangChain Vector DB overview

   2023-06-13 Tags: llm, langchain, vector database, overview, prompt engineering by klotz

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