🫢牛逼!你的AI代理还在“瞎猜列名”?NVIDIA开源神器,直接把AI训练成懂业务的“数据打工人”!并且你能一眼看出AI代理是否说谎!


This is a dev post classified by AGK Intelligence as AI dev tools (a tool drop), kept by the Dev Radar because it carries real work, not commentary.
🫢牛逼!你的AI代理还在“瞎猜列名”?NVIDIA开源神器,直接把AI训练成懂业务的“数据打工人”!并且你能一眼看出AI代理是否说谎! Auto Ontology 给AI代理加了一层“业务语义大脑”,不让它直接碰原始表名瞎猜,而是强制走经过人工认证的业务术语,答案错了,你能立刻看到它跑的SQL和数据来源。 核心亮点 🔹从数据库元数据自动生成本体(ontology),把“活跃客户”“营收”这类业务词映射到真实字段 🔹AI必须走认证术语回答,而不是自己猜schema 🔹每次回答都带SQL + 推理步骤 + 原始行,可审计、可追责 🔹支持MCP协议,任何Agent框架都能直接调用 🔹开源Apache 2.0,支持Postgres、Snowflake、Databricks、DuckDB等多库,默认Nemotron,也可换任意OpenAI兼容模型 快速上手步骤 1️⃣git clone https://github.com/NVIDIA/auto-ontology && cd auto-ontology,复制.env.example并填入API Key和数据库密码 2️⃣docker compose up -d --wait postgres,导入示例数据 3️⃣docker compose up -d --build,打开 http://localhost:3000 4
Posted by SuSu_酥酥👅 (26.5k followers) 47 min ago · 11 likes · 976 views · view the original post on X. Kept by the Dev Radar as AI dev tools. Tools mentioned: auto-ontology.
More dev work like this
- ChatAndBuild is launching Living Brain. — @wallstengine
- I asked @bot to go through my original post’s replies and quotes to see the savings:… — @shuding
- https://x.com/i/article/2117607835907629056 — @RyanSael
- Build videos in TypeScript — without Chrome in your render pipeline. — @DanKornas
- Drama 3 now cleans up after itself! 🔊 — @plotarmordev
- @Kimi_Moonshot open-sourced TCSExam, a 100 Lean-checked theoretical CS research tasks… — @javierbits
- Made an automation so every morning GitHub Copilot prints this out for me. — @madebygps
- 💥码住!DeepSeek V4.1 Flash 1017 推理档位怎么用最省钱?! — @NFT_Chen
Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 31.3k posts from 5k X accounts over the last 21 days, 9.3k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-04 14:17 UTC. Full method.