Tags: rag* + llm* + github* + retrieval-augmented generation*

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  1. This article explains Retrieval Augmented Generation (RAG), a method to reduce the risk of hallucinations in Large Language Models (LLMs) by limiting the context in which they generate answers. RAG is demonstrated using txtai, an open-source embeddings database for semantic search, LLM orchestration, and language model workflows.
  2. This article discusses the potential of unstructured data in software development and how it can be leveraged using Retrieval-Augmented Generation (RAG). The article highlights various types of unstructured data on GitHub, the value of unstructured data, and how RAG can be used to extract insights from this data. The article also explains how RAG works, its applications, and its benefits for developers and organizations.
    2024-06-13 Tags: , , , , by klotz
  3. Verba is an open-source application designed to offer an end-to-end, streamlined, and user-friendly interface for Retrieval-Augmented Generation (RAG) out of the box. It supports various RAG techniques, data types, LLM providers, and offers Docker support and a fully-customizable frontend.
  4. This is a local LLM chatbot project with RAG for processing PDF input files
    2024-05-17 Tags: , , , , by klotz
  5. Windows only
    2024-01-11 Tags: , , , by klotz
  6. Ask Questions in natural language and get Answers backed by private sources. Connects to tools like Slack, GitHub, Confluence, etc.
    2023-12-30 Tags: , , , by klotz

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