Projects

Agentic memory in Postgres — the elephant remembers so the goldfish can forget.

• Python
• postgres
• memory
• ai
• rag

A 100-point health inspection for your PostgreSQL database — and it checks the AI's work before it shows you a thing.

• Python
• postgres
• health-check
• ai

A migration assessment harness for getting off legacy databases — see the code, plan it, and do it, without pretending a button can do it for you.

• Python
• postgres
• migration
• ai

Realistic legacy apps built to break the way real migrations break — a fixed target to test Swordfish against, with answer keys.

Chunking utilities for RAG pipelines — semantic, structural, hybrid.

• Python
• rag
• chunking
• embedding

Postgres-native knowledge base scaffolding.

• Python
• postgres
• knowledge-base
• rag

Lightweight evaluation harness for retrieval pipelines.

• Python
• evals
• rag
• retrieval

Graph-augmented retrieval in Postgres.

• SQL
• postgres
• rag
• graph