Vector Databases

Chroma

Chroma is an open-source vector and full-text search engine designed to power AI applications. It supports vector, full-...

Milvus

Milvus is an open-source vector database designed to handle billions of embedding vectors efficiently. It's written in G...

Qdrant

Qdrant is an open-source vector similarity search engine written in Rust. It offers extended filtering capabilities, mak...

Weaviate

Weaviate is an open-source vector search engine and database that uses machine learning to vectorize and store data, ena...

clip-retrieval

clip-retrieval is a tool that simplifies the process of computing CLIP embeddings and building efficient retrieval syste...

Backstage Plugin AI Assistant Backend Module Embeddings Provider Ollama

This tool provides an embeddings provider backend module for the ai-assistant plugin, enabling integration with Ollama e...

Bloom Local RAG

Bloom Local RAG is an open-source tool that enables developers to index and search local documents with AI-generated ans...

Client

The @kuiperdb/client is a TypeScript/JavaScript library that provides access to KuiperDb, a vector database designed to ...

@db4/ai

db4's AI toolset provides advanced functionalities like embeddings, generation, and vector operations to enhance data in...

Embeddings

Provides a versatile embedding service supporting multiple backends including OpenAI, Transformers.js, and mock provider...

Embex

Embex provides Node.js bindings to interact with a vector database, enabling efficient storage and retrieval of high-dim...

Embex Darwin X64

Embex is a vector database ORM that provides Node.js bindings, enabling developers to integrate vector databases into th...

Embex Linux X64 Gnu

Embex provides a robust ORM layer for managing vector databases in Node.js applications, enabling developers to efficien...

Embex Linux X64 Musl

Embex provides vector database ORM bindings for Node.js, enabling efficient data storage and retrieval in a vector forma...

Embex Win32 X64 Msvc

This package provides Node.js bindings for the Embex vector database, enabling developers to interact with vector databa...

EmergentDB

EmergentDB provides a robust TypeScript/JavaScript SDK for developers to interact with its vector database, enabling eff...

Mem CLI

mem-cli is a command-line tool that enables developers to manage agent memories with markdown, local embeddings, and SQL...

Pinecone

Pinecone is a vector database designed for applications that require real-time, scalable vector embedding and similarity...

Pinecone Database

The official Pinecone TypeScript SDK enables developers to build and deploy vector search applications leveraging AI and...

Embedded Raptor

Embedded Raptor is a lightweight vector database that provides efficient text embedding capabilities, making it ideal fo...

Embeddings

Energetic-ai provides fast and easy-to-use AI text embeddings, optimized specifically for serverless environments. It si...

Embeddings

Ultra-lightweight semantic embeddings for event graphs designed to be used in the browser first. It supports swappable p...

Embeddings Index CLI

A command-line interface tool by Sanity.io to create and manage embeddings indexes. It is useful for developers who need...

endee

Endee is a TypeScript client designed to interact with an encrypted vector database, offering high performance and robus...

Memory

A vector database that uses CozoDB to provide semantic memory capabilities with embeddings, specifically designed for in...

Search

Peam's vector database and search functionality provides efficient storage and retrieval of high-dimensional vectors, id...

Semantic Code MCP

This tool provides a MCP server that enables developers to perform semantic code searches with AST-aware chunking and ve...

AI Embeddings Common

Provides essential utilities and functionalities to support the development of AI embeddings within the ChromaDB ecosyst...

Faiss

Faiss is a library for efficient similarity search and clustering of dense vectors. It is particularly useful in applica...

LanceDB

LanceDB is a serverless, low-latency vector database designed specifically for AI applications. It offers efficient stor...

DeepLake

DeepLake is a database designed specifically for storing and querying various types of data used in AI applications such...

Infinity

Infinity is an AI-native database built specifically for large language model applications, offering incredibly fast vec...

AI Vectordb

MemberJunction's AI Vector Database Module is designed to handle large-scale vector data efficiently, providing fast que...

CloseVector Node

CloseVector is a vector database designed to integrate easily with both browsers and node.js, offering scalable solution...

CloseVector Web

CloseVector is a scalable vector database designed to integrate easily with both browsers and Node.js environments, maki...

Entity DB

EntityDB is an in-browser vector database that leverages indexedDB for storage and integrates with Transformers.js to pr...

MCP Memory Service

The MCP Memory Service offers a universal memory solution with semantic search capabilities, autonomous consolidation, a...

Nbase

A neural vector database designed to enable efficient and fast similarity searches. It is particularly useful in applica...

Omendb

Omendb is a fast, embedded vector database that uses HNSW and ACORN-1 for efficient filtered searches. It's ideal for ap...

VectoriaDB

VectoriaDB is a lightweight, production-ready in-memory vector database designed specifically for efficient semantic sea...

VectorVault

VectorVault is a lightweight, pure TypeScript vector database designed specifically for AI applications. It offers effic...

Zvec

A lightweight and fast in-process vector database designed for high-performance applications requiring quick data retrie...

Better Qdrant MCP Server

The Better Qdrant MCP Server extends the capabilities of the Qdrant vector database, providing advanced functionalities ...

SurgeDB-WASM

SurgeDB-WASM is a high-performance vector database designed to run directly in the browser, enabling real-time data proc...

Vectordb.Js

vectordb.js is an in-memory vector database designed to perform fast and accurate similarity searches. It's ideal for ap...

CVAT

CVAT is a powerful tool for annotating images and videos used in machine learning projects. It supports various types of...

pgvector

pgvector is an open-source PostgreSQL extension that adds vector similarity search capabilities directly to Postgres. It...

conf

Conf is a simple and powerful configuration handler that makes it easy to manage settings in Node.js applications. It ab...

Annoy

Annoy is a library designed for performing Approximate Nearest Neighbors (ANN) search, optimized for memory usage and ef...

CodebaseSearch

CodebaseSearch is an ultra-simple tool for searching through your codebases using advanced embeddings from Jina, integra...

Agentic Memory Vector

Agentic Memory Vector is a zero-dependency, in-memory vector database designed for AI agents. It supports Cosine Similar...

Graphlit MCP Server

Graphlit MCP Server is a tool designed to manage and query graph data, integrating machine learning functionalities. It ...

LanternData

LanternData provides JavaScript and TypeScript Object-Relational Mappers (ORMs) to interact with the Lantern Vector Data...

Shilp SDK Ts

Shilp SDK Ts is a TypeScript-based software development kit designed to facilitate interaction with the Shilp server. It...