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1. 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
2. What is LangSmith? Tracing and debugging for LLMs | InfoWorld

   2023-10-12 Tags: llm, langsmith, langchain, debugger by klotz
3. 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
4. Vector Databases - Basics of Vector Search and Langchain Package in Python | HackerNoon

   2023-10-01 Tags: search, langchain, faiss, similarity, chromadb, qdrant, milvus by klotz
5. Using LangSmith to Support Fine-tuning

   2023-08-28 Tags: llm, langchain, langsmith, fine tuning by klotz
6. Summarization |

   2023-08-08 Tags: langchain, llm, summarization, mapreduce, text processing by klotz
7. Retrieving and Filtering with Metadata

   In this tutorial, we will build a RAG system with a self-querying retriever in the LangChain framework. This will enable us to filter the retrieved movies using metadata, thus providing more meaningful movie recommendations.

   2024-04-27 Tags: recommender systems, llm, langchain, rag, movie by klotz
8. Retrieval Question/Answering —

   2023-05-29 Tags: qanda, langchain, python, llm, openai, gpt by klotz
9. Retrieval augmented generation: Keeping LLMs relevant and current - Stack Overflow

   2023-10-19 Tags: stackoverflow, retrieval augmented generation, llm, langchain by klotz
10. Retrieval Augmented Generation (RAG) | Prompt Engineering Guide

    simple example of how to use retrievers and LLMs for question answering with sources(opens in a new tab)

    2023-08-17 Tags: prompt engineering, retrieval augmented generation, langchain, llm by klotz

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