OpenTelemetry instrumentation for pinecone vector DB

An HTTP/REST based Vector DB client built on top of Upstash REST API.

A Semantic cache built on top of Upstash Vector DB

> **real long-term memory for ai agents. not rag. not a vector db. self-hosted.**

MemberJunction: AI Vector/Entity Sync Package - Handles synchronization between Vector DB and MJ CDP Data

Retrivora AI is a plug-and-play AI engine for RAG chat experiences — generic vector DB + LLM provider, embeddable or standalone.

In-memory Vector DB adapter for AskChokro RAG (Retrieval-Augmented Generation)

Digital brain as skills for AI coding CLIs — no vector DB, no embeddings, no infrastructure

MCP Server for querying pg vector db

Client knowledge base — per-client vector DB for knowledge persistence across projects

> **Beta Notice**: `embedded-vector-db` is currently in active development and considered beta software. APIs may change until version 1.0. Use with caution in production environments.

Node wrapper Qdrant vector db

Pinecone vector DB for ModelFusion

SQLite VSS Vector DB for ModelFusion

Read-only Qdrant (vector DB) access for AI agents — list collections, collection info/config, browse points, count, vector search, health. No mutations. MCP server.

Keyword knowledge retrieval — rank text items by lexical overlap. Zero dependencies, no vector DB.

CLI tool for generating and managing Vector DB embedding database configurations — collection schemas and index settings

> **real long-term memory for ai agents. not rag. not a vector db. self-hosted.**

An API to simplify Weaviate vector db queries

Decentrallized vector db