Hey fam,
Been grinding on BrainAPI, this open-source thing that turns messy event logs into a smart knowledge graph for AI agents and rec systems. Think: feed it user clicks/buys/chats, it builds a precise map with cause-effect attribution (no BS hallucinations), then your AI retrieves fast AF for spot-on suggestions.
Right now:
- Core APIs for saving/processing data -> works for CRM member matches/social networks (one user already using it for automated matches).
- Fast retrieval
- But ingestion? Slow as hell (10-30 min on small datasets) cuz of heavy LLM chains for precision. Trade-off for that "holy grail" accuracy, but yeah, it's a pain, optimizing soon.
Repo: https://github.com/Lumen-Labs/brainapi2
What's the vibe? Bugs? Missing features? Use cases for ecom or agents? Roast it hard, I'm not fragile. If it slaps, star/fork. Building in public, hit me with thoughts!
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