TL;DR

samkhya v1.0 ships the first LLM-pluggable corrector backend for an embedded SQL query optimizer. Plug Anthropic Claude (claude-opus-4-7, claude-sonnet-4-6), OpenAI GPT-4o-mini, or local Ollama (llama3.2:1b) into the cardinality-estimation slot of DataFusion, DuckDB, or Polars via a 4-line HTTP wire contract. Two reference servers ship in...