Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

The open source Meme Search Engine and Finder. Free and built to self-host locally with Python, Ruby, and Docker.

An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.

Weaviate vector database – examples

Open multilingual construction cost database for AI Agents - 55K+ work items, 27K+ resources, 30 regions. Semantic search via Qdrant vector DB

MiniPilot is a GenAI-assisted chatbot backed by Redis. Chat with your documents

Sentence Transformers API: An OpenAI compatible embedding API server

Bedrock Knowledge Base and Agents for Retrieval Augmented Generation (RAG)

Anthropic's Contextual Retrieval implementation with visual chunk comparison. Preview context enrichment before/after embedding.

Search on your images via text or image to image search. Uses OpenAI CLIP embedding and LanceDB

Universal memory layer for AI applications. Self-host in minutes. Open source.

Visual tool to compare 6 RAG chunking strategies side-by-side with grading and query selection

Find art with AI using Cloudflare's Vector Database Vectorize, LlaVA and LlaMA on Workers AI, and more!

A RAG App on Self hosted kubernetes platform

The objective of this project is to create a chatbot that can be used to communicate with users to provide answers to their health issues. This is a RAG implementation using open source stack.

NodeMind binary fingerprint document index. Patent-pending integer-only codec.

The goal is to evaluate CVs based on the O-1A visa qualification criteria

VectorSearch.Tech - Blog articles , tutorials, and guides on latest search technologies.

An interactive AI-powered podcast co-host with voice interaction and document processing capabilities