spruvly

Niklas Berg

@niklas.bergStockholm, SE

AI stack

  • LangChain
  • Together AI
  • Hugging Face
  • Supabase

Can do

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

Cases

Pinned

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

Financial-research assistant

Vector index over 10 years of analyst reports. Hybrid retrieval, Claude synthesis with mandatory citations.

Adopted by 6 analysts; saved 4h/week each.
LangChainTogether AISupabase