Phoenix Workspace
AI-Augmented Knowledge Management
Unified system for knowledge management with living RAG, hybrid search, OCR pipeline, and Claude Code MCP integration for AI-assisted development.
Architecture Overview
Unified knowledge platform built around living RAG (retrieval-augmented generation) that continuously updates its knowledge base. Combines hybrid search using vector embeddings and SQLite FTS5 full-text search for maximum recall and precision. Includes an OCR pipeline for ingesting scanned documents and images into the knowledge graph. Integrates with Claude Code via the Model Context Protocol (MCP) for AI-assisted development and knowledge retrieval.
Key Features
Living RAG
Continuously updated retrieval-augmented generation
Hybrid Search
Vector embeddings + SQLite FTS5 full-text search
OCR Pipeline
Document and image ingestion via optical character recognition
MCP Integration
Claude Code Model Context Protocol for AI-assisted workflows
Memory System
Persistent knowledge graph with observation tracking
Tech Stack
Screenshots
Screenshots coming soon