BrainCore pgvector Starter

A safe-by-default Postgres and pgvector memory architecture starter for AI agents.

This Space is a lightweight landing page for the code starter. Clone the repo to run the FastAPI service and Postgres stack locally.

git clone https://huggingface.co/spaces/trentdoney/braincore-pgvector-starter
cd braincore-pgvector-starter
docker compose up -d
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt
uvicorn app.main:app --reload

Included

• FastAPI endpoints: POST /write_memory and POST /search_memory
• Postgres + pgvector schema for sources, memory items, events, retrieval logs, and trust classes
• Docker Compose quickstart
• Synthetic public-safe seed data
• Security notes for provenance, tenant isolation, trust classes, and public/restricted memory boundaries

Related BrainCore Collective Assets

• Agent Memory Research Corpus
• Memory Explorer Space
• BrainCore Memory Benchmark
• LoRA Caption Quality Checker

This starter is educational and not production-ready. Add authentication, row-level security, TLS, backups, and real embeddings before production use.