CLI tool for building production RAG systems from Markdown, CSV, and PDF documents using hybrid search (BM25 + vector) with OpenSearch. Features MCP server, Slack bot, Web UI, multi-source ingestion (local/S3/GitHub), and multi-provider embeddings (Bedrock/Gemini).
Run AI agents on your computer and dispatch tasks from anywhere, approve actions on the go, and let agents tap into phone capabilities like notifications, SMS, contacts, and calendar.