@gkxspace: Found a crazy open-source tool. You input a sentence describing what data you want, and it deploys a group of AI agents to research on various websites in parallel. After a few minutes, it compiles a structured table for you. In fact, the data is all on the internet, but turning it into a usable table has always been a labor-intensive task. In the past, this was an engineering project: combining searches, writing crawlers...

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BigSet is an open-source tool. You input a sentence describing the data you need, and it deploys multiple AI agents to research the web in parallel, automatically inferring schema, deduplicating, verifying, and generating a structured table. It supports scheduled refreshes.

Found a crazy open-source tool. You input a sentence describing what data you want, and it deploys a group of AI agents to research on various websites in parallel. After a few minutes, it compiles a structured table for you. In fact, the data is all on the internet, but turning it into a usable table has always been a labor-intensive task. In the past, this was an engineering project: combining searches, writing crawlers, designing schemas, deduplication, plus a scheduled task to keep it updated, and every dataset had to be done from scratch. Exa raised $250 million to validate one thing: this distance can be shortened to one sentence. But Websets currently only covers companies, people, and papers. And it's all cached data. @Tiny_Fish open-sourced something called Bigset, which does the same thing but without topic restrictions. I tried a sentence: "Popular B2B SaaS tools that offer a free tier or freemium plan, including name, category, free tier summary, and pricing page." After a few minutes, I got a complete table. Behind the scenes is a true multi-agent architecture: an orchestrator agent discovers entities, parallel sub-agents each do their own research, with a tool budget of 6 calls max, and data sources are traceable. The entire codebase is AGPL-3.0 open source, self-hosted, using your own API key. If BigSet is useful to you, remember to give it a star on the GitHub repo → http://github.com/tinyfish-io/bigset…
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Build and maintain any dataset from the live web, and refresh it regularly.

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