Structured Labs
@StructuredLabs
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AI data tools | @ycombinator S23 | building https://t.co/QOm1Zaw0Vo - by @amruthagujjar, @singhals_
SF
Joined January 2023
You can now go from prompt → working app with Preswald!
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WaldHacks 2025 is live. Preswald helps you build and deploy Python apps. Dashboards. Tools. AI projects. WaldHacks is our global hackathon to celebrate that. Cash prizes. Community features. Creative energy.
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We added implicit rendering to Preswald. You can return a DataFrame or call print() and it will show up in the UI without extra logic. Less boilerplate. Smarter defaults. Cleaner apps. Huge shoutout to Trevor Wilson ( for leading this release. Read more:
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Preswald apps now export to HTML. They run in the browser and can be shared anywhere. No backend required. Just run the export command.
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RT @SaaS_Insider: Top PH Launches of the week:. May 5th, 2025 : @StructuredLabs (Preswald is a Python-based AI framework that transforms s….
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RT @amruthagujjar: Just recorded myself building & sharing an interactive data app in 2min 47s. 1. Write Python like you normally would.2.….
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RT @Concurate1: @StructuredLabs #Preswald. Build data apps, dashboards & reports with an AI agent. Like having an analytics engineer on-c….
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✨ You can now `uv pip install preswald`! For those unfamiliar with uv - it's a Rust-based pip-compatible installer delivering 10x faster dependency resolution. Cold installs that took 30+ seconds now complete in under 5. Thanks to @astral_sh and the uv team for making Python
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RT @dylsphillips: Congrats on the launch @amruthagujjar & team @StructuredLabs!. 🚨 Live on @ProductHunt 👇 .
producthunt.com
Preswald is an AI agent that helps you build dashboards, internal tools, and data apps. It gives you a fast, reactive runtime, built-in UI components (tables, charts, inputs), and one-click deploym...
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RT @founderjournals: Congrats on the launch @amruthagujjar & team @StructuredLabs!. 🚨 Live on @ProductHunt 👇 . http….
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Preswald is LIVE on ProductHunt. Show your support with an upvote:
producthunt.com
Preswald is an AI agent that helps you build dashboards, internal tools, and data apps. It gives you a fast, reactive runtime, built-in UI components (tables, charts, inputs), and one-click deploym...
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RT @ucdavismba: UC Davis MSBA & MBA students teamed up for Aggie Hacks, building AI-powered crisis systems for smart cities under pressure.….
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RT @amruthagujjar: The future of data is programmable. We’re seeing teams move toward code-first analytics and agentic data apps with Presw….
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@StructuredLabs is sponsoring the @ucdavismba Business Analytics hackathon this weekend. Excited to see what people build with Preswald!
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RT @petesoder: The Oakland Party Guide for @DataCouncilAI 2025 is looking 🔥. Come for the talks, stay for the parties with people who also….
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Join @StructuredLabs and for Data Reboot on April 21 -- RSVP here: .
lu.ma
Your Day 0 Destination Before Data Council 2025 Hey data folks! We're putting together a fun evening of lightning talks and mingling the night before Data…
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We built a minimal headless CMS for @supabase storage, originally just for internal use at @StructuredLabs. Drag & drop uploads, folders, basic auth, and a publish button that hits a webhook for static site regen. Open sourced it in case it helps anyone else →.
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Awesome example use-case with Preswald. Nice work Nayan!.
🚀 Built a US Stock Market Dashboard in minutes—zero frontend code!. 📊 Compare stocks, track sectors, analyze sentiment—all interactive. 🔥 How? Preswald (by @StructuredLabs) automates data viz like magic. 👉 Try it free: @amruthagujjar @singhals_
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🚀 Preswald OSS Launch Week Day 5: Support for static Fastplotlib. Huge thanks to Trevor Wilson (, Bhavya Gada ( for this awesome community contribution! And thank you to @kushalkolar from the fastplotlib team for your support. And
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🚀 Preswald OSS Launch Week Day 4: New AI Chat Widget. You can now drop a chat box into your Preswald app that talks to your data sources in preswald.toml. chat("iris_csv").chat("pg_db", "events"). Instant RAG interface over your dataset. Thanks to @4rnavJ for the contribution!
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