IngotDB

IngotDB is an open-source tool providing structured memory storage for AI agent harnesses. It stores tool results and documents as typed rows in a Postgres database and Parquet files, enabling hybrid SQL and semantic similarity queries without default model calls. It replaces traditional retrieval-augmented generation (RAG) storage with a schema-based, queryable memory to improve accuracy and maintainability of multi-turn AI agents.