← Latest products

Local Search Agent

RAG replacement, no embeddings, free tier. A framework that replace traditional RAG pipelines. Ingest any number of documents in multiple workspaces (channels, departments, etc.), index it with BM25, and let the agent search, fetch, and reason over it, exactly like searching the web, but entirely on your machine. No vector store, no embedding needed.

LibraryOpen source

12 stars · GitHubexternal site

Visit github.comexternal site

Reactions (1)

Similar products

by description similarity

  1. RAGless

    github.com

    similar to RAG, but $0 LLM API costs at runtime

    Hacker News6 pts

  2. Agentset

    github.com

    Open-source RAG with vector DB, embeddings, and API built-in

    Hacker News6 pts

  3. This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

    Hacker News98 pts

  4. Rag Framework

    github.com

    🚀 Scale your RAG pipeline using Ragswift: A scalable centralized embeddings management platform

    Hacker News5 pts

  5. spot changes to LLM answers, using few tokens

    Hacker News11 pts