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11. 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
12. Hands-On RAG guide for personal data with Vespa and LLamaIndex

    2023-11-30 Tags: llm, rag, vespa, jo kristian bergum by klotz
13. Home - Ragna - RAG orchestration framework.

    Ragna is an open source RAG orchestration framework.
    
    With an intuitive API for quick experimentation and built-in tools for creating production-ready application, you can quickly leverage Large Language Models (LLMs) for your work.

    2023-11-02 Tags: llm, rag, python, ragna, ui, chat, documents, orchestration by klotz
14. How to ensure your LLM RAG pipeline retrieves the right documents

    2023-12-04 Tags: llm, rag by klotz
15. How to Use Re-Ranking for Better LLM RAG Retrieval

    In this article, Dr. Leon Eversberg explains how to build an advanced Local Language Model (LLM) Retrieval-Augmented Generation (RAG) pipeline using open-source bi-encoders and cross-encoders for better chatbot performance.

    2024-05-17 Tags: llm, rag, chatbots, bi-encoders, cross-encoders by klotz
16. HW: LLMs, vectors, RAG :) Summary

    2023-11-27 Tags: llm, rag, usc, homework by klotz
17. Implementing semantic cache to improve a RAG system with FAISS

    In this notebook, we will explore a typical RAG solution where we will utilize an open-source model and the vector database Chroma DB. However, we will integrate a semantic cache system that will store various user queries and decide whether to generate the prompt enriched with information from the vector database or the cache.

    2024-03-12 Tags: llm, rag, chromadb, faiss, cache by klotz
18. Introducing sample GenAI Databases Retrieval App – augment your LLMs with Google Cloud database

    2023-12-04 Tags: google, gcp, llm, rag by klotz
19. llm-chatbot-rag - A local LLM chatbot with RAG for PDF input files

    This is a local LLM chatbot project with RAG for processing PDF input files

    2024-05-17 Tags: llm, chatbot, rag, github, python by klotz
20. LLMWare Launches RAG-Specialized 7B Parameter LLMs: Production-Grade Fine-Tuned Models for Enterprise Workflows Involving Complex Business Documents - MarkTechPost

    2023-11-18 Tags: llm, rag, instruction, 7b, dragon by klotz

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