localvectordb

Get started

  • Quickstart
  • Installation
  • Tutorials
    • Your First 5 Minutes with LocalVectorDB
    • FAQ Bot in 20 Lines of Code
    • Index Your Downloads Folder
    • LocalVectorDB Tutorial: Building a RAG Chat Application
    • Custom Embedding Plugin Tutorial: Hugging Face Integration
    • JavaScript Search App Tutorial: Building a Simple Document Search Engine

Core concepts

  • Overview
  • RemoteVectorDB Client
  • Query Types and Return Modes
  • Embeddings
  • Chunking
  • Metadata Filtering Guide
  • QueryBuilder
  • Document Scoring Methods
  • Hierarchical Embeddings
  • Raw-Span Hierarchical Retrieval: Method and Evaluation

Advanced features

  • Streaming Query Results
  • Document Comparison & Visualization
  • Fact-Checking (Reverse RAG)
  • File Extraction System
  • Backup and Recovery System
  • Migration System
  • Performance Tuning Guide

Deployment

  • Server
  • Command-Line Interface
  • JavaScript / TypeScript SDK

AI agent integration

  • MCP Server
  • Agent Skills

Reference

  • LocalVectorDB Recipes
  • localvectordb
localvectordb
  • Tutorials
  • View page source

Tutorials

These tutorials range in difficulty from a quick introduction to practical usage of a vector database, to a fairly comprehensive demo web applications.

  • Your First 5 Minutes with LocalVectorDB
  • FAQ Bot in 20 Lines of Code
  • Index Your Downloads Folder
  • LocalVectorDB Tutorial: Building a RAG Chat Application
  • Custom Embedding Plugin Tutorial: Hugging Face Integration
  • JavaScript Search App Tutorial: Building a Simple Document Search Engine
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