P2I.ai

Projects

Document Intelligence Pipeline

Multi-format ingestion → extraction → normalization → graph construction.

  • Batch + async
  • Confidence scoring
  • Neo4j-ready graph output
Graph + Vector Retrieval Stack

Hybrid retrieval patterns for deep, connected domain knowledge.

  • Qdrant + Neo4j
  • Structured queries
  • Production-minded design
Developer Workbench / Prompt Ops

Local-first tooling for prompt iteration, eval, diffing, and libraries.

  • TypeScript shell
  • Registry patterns
  • Low tech-debt