Regular-RAG is a framework-agnostic RAG (Retrieval-Augmented Generation) engine with built-in support for Knowledge Graphs and PostgreSQL/pgvector.
Unforget memory plugin for OpenClaw — zero-LLM, 4-channel retrieval, zero config
Core indexing engine for Claude Context Local (PostgreSQL + Ollama)
Cloud providers for CogxAI — Supabase storage + Voyage AI embeddings
PostgreSQL adapter for @kgensearch — tsvector + pgvector, up to 100M records
Continuum delivery CLI for status, UI, Claude plugin install, and Codex launch.
A simple example showing how to optimize information density with RAG using Mastra, OpenAI, and PGVector.
A simple example showing how to optimize information density with RAG using Mastra, OpenAI, and PGVector.
EpistemicDB server — HTTP + WebSocket API for the epistemic database
One Postgres API. Two modes. Real PostgreSQL (pg) for production, PGlite (in-process WASM) for standalone / dev. Same SQL, same query shape, drop the server when you don't need it.
Local MCP server for Claude Context using PostgreSQL and Ollama
Agentic RAG system for analyzing IL2CPP dump.cs files from Unity games
Standalone AI Agent library built on LangChain with MCP tool calling, memory, and vector knowledge base support
A production-ready Model Context Protocol (MCP) server for semantic memory management
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TypeScript knowledge graph library inspired by Graphiti
**Version:** 1.0.0 **License:** MIT **Status:** Production Ready
Core routing and query intelligence for SymbioseDB
A simple example showing how to use Chain of Thought Prompting with RAG using Mastra, OpenAI, and PGVector.
MCP server for fetching and searching documentation with semantic search
A simple example showing how to do result re ranking with RAG using Mastra, OpenAI, and PGVector.
A simple example showing how to use Chain of Thought Prompting w/Workflows with RAG using Mastra, OpenAI, and PGVector.
Open standard for renewable energy plant data exchange — JSON Schema + SDK + CLI
CLI tool for scraping, storing, and querying Yandex Maps business reviews with AI topic analysis