Shypd.aiThe largest open index of AI toolsllm-search is an AI Agents & Automation tool that provides an advanced question-answering system for local documents. It supports custom LLMs and offers features like hybrid search, deep linking, and re-ranking.
About
llm-search offers an advanced Retrieval-Augmented Generation (RAG) system designed for querying local documents using Large Language Models. It features a simple YAML-based configuration for easy setup and interaction. The tool focuses on enhancing various RAG components, including improved document parsing for formats like Markdown, PDF, and DOCX, hybrid search capabilities, and re-ranking strategies. It supports custom LLMs, including OpenAI compatible models, HuggingFace models, and interoperability with LiteLLM + Ollama. Users can interact with the system via a built-in frontend or an MCP server, allowing integration with clients like Cursor, Windsurf, or VSCode GH Copilot. Additional features include incremental updates for document bases, chat history, and optional HyDE and multi-querying for improved result quality.
Capabilities
Pricing & Plans
Open Source
Free
FAQs