{"repo":"esagduyu/labrat","free":true,"listed":false,"github":"https://github.com/esagduyu/labrat","clone":"git clone https://github.com/esagduyu/labrat.git","description":"🐀 Terminal-native AI data agent — ask your warehouse a question in plain English, watch dialect-correct SQL stream into your terminal, get grounded answers without leaving your shell. #5 on the DataAgentBench leaderboard (74.2%, top tier without a benchmark-tuned prompt). dbt-native, 7 adapters, provider-aware grounding (Claude + GPT).","language":"Python","stars":11,"topics":["ai","analytics","anthropic","claude","data-agent","data-engineering","dbt","duckdb","llm","python"],"license":null,"category":"data-pipelines","readme_excerpt":"🐀 LabRat Find the cheese in your maze. LabRat is a terminal-native AI data agent — and the start of \"Claude Code for data scientists.\" Connect to your warehouse, ask a question in plain English, and watch the agent explore your schema, write dialect-correct SQL in real time, and surface the answer — all without leaving your terminal. [!NOTE] Status: feature-complete v0 alpha. 1,849 tests passing, end-to-end against DuckDB. #6 on the public DataAgentBench leaderboard at 0.8018 stratified Pass@1 (first Claude Opus 5 entry, PR #84, accepted 2026-08-06) — and still the #2 untuned-prompt entry at 74.2% (GPT‑5.6 Luna Max, PR #72) — plus 80% on dbt Labs' ADE-bench. See Benchmark records. --- Where this is going The DuckDB demo and the benchmark scores are proof-of-life for the reasoning engine. The product they serve is bigger: an agent and a TUI that capture end-to-end data workflows the way Claude Code captures coding workflows. Three ideas drive the design. The Rat, the Maze, and the Cheese. The vocabulary is the product, the way Claude Code has its own. - The Rat is the agent kernel — the reasoning loop, tools, providers, and warehouse adapters. It finds the cheese. - The Cheese is the deliverable — an answer that carries its own SQL and reasoning, reviewable like a colleague's work, saveable and shareable. - The Rat Maze is an optional, additive knowledge layer the colony builds over time: metric definitions, naming, known gotchas, and reusable analysis recipes distilled from ","default_branch":null,"files":null,"tree":[],"storefront":"/r/esagduyu","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/esagduyu/labrat/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}