spruvly

Ingrid Lehto

@ingrid.lehtoHelsinki, FI

AI stack

  • LangChain
  • Together AI
  • Hugging Face

Can do

  • Build AI agents
  • Set up data pipelines with AI
  • Do research with AI

Cases

Pinned

Internal-docs RAG for a 50-person agency

Ingested 4k internal documents, vector store on pgvector, semantic search + Claude answer generation. Slack bot front-end.

Reduced "where do I find X" Slack messages by 65%.
LangChainSupabaseAnthropic API

Legal-clause RAG with citation

Built a clause-search system for contract drafting. Pinpoint citation back to source paragraph; hybrid BM25 + dense retrieval.

Lawyers found relevant precedent in 3 min vs 25 min.
LangChainTogether AI