Davia

In plain words

Davia is a web app framework for Python developers that automatically generates user interfaces from decorated Python functions. Users write Python code, add decorators to expose functions, and describe their desired interface in a prompt; Davia then builds and deploys a web app with a FastAPI backend. It targets ML engineers and data scientists who want to share Python tools as polished applications without rebuilding frontends in React or other frameworks.

written from the facts on this page · September 2026

From the sources

Describe what you need, like “an AI app that lets you review Google Sheet rows, fact-check with chatGPT web search, and choose what to share in Slack.” Davia builds it, connected to your data and ready to use or deploy in one click.

Choose a Davia game, inhabit one character, and enter a world that keeps moving after every action.

In the maker’s words, at launch

Hi HN, We’re Afnan, Theo and Ruben. We’re all ML engineers or data scientists, and we kept running into the same thing: we’d write useful Python functions, either for ourselves or internal tools, and then hit a wall when we wanted to share them as actual apps. We tried Streamlit and Gradio. They’re great to get…

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  Context.devJul 2026 · context.dev · ▲814

  Hello, My name is Yahia, I've been working on scraping products for a long time and maintain a couple of free sites in my spare time (E.g. knifegeek.io) What prompted this is i've rebuilt scraping infra at every company I've started and finally just made it a product. Pass a URL, get clean markdown, html, images, sitemap or pass a domain, get logos, colors, socials, industry data. Goal is to offer a better service than VC funded competitors at a fraction of the cost. Stealth is included and automatic at no additional cost (normally an upcharge by alternatives). Would love your honest thoughts.

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  Davia – A community platform to build, share, and edit applications2025 · docs.davia.ai · ▲16

  Hi HN! I'm Ruben, the founder of Davia (https://davia.ai/). Davia is a platform to build, edit and share applications, where builders get rewarded based on usage while users can discover and reuse any app's code to fit their own needs. The problem we're trying to solve: Today's AI coding platforms charge you upfront for creation - it's like paying per block modification in no-code solutions. This works for commercial projects because you're aiming to generate revenue that exceeds your creation costs, but doesn't fit the reality of side projects and community apps that builders…

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  Frigade2023 · frigade.com · ▲388

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  Hey there, I am Honey - Co-founder at Locofy. We, along with other makers, have been building Locofy.ai to help massively accelerate the builders - the designers, developers, product managers & founders, and we're excited to share it today with the HN Community. Locofy.ai simply converts designs into production-ready frontend code for web and mobile apps. It adapts to your preferred design tools, tech stack, and workflows with ease and lets you launch upto 4x faster, while letting designers design the way they want and giving high-quality responsive code that developers love. With this…

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  Davia – Open source visual, editable wiki from your codebaseNov 2025 · github.com · ▲47

  Hi HN, We’re Ruben, Afnan, and Theo, and we’re building Davia to solve a common problem: documenting and explaining large codebases is complex. It takes too long to generate even a first draft of a wiki, visuals are essential to understand the structure, internal docs should be editable in the IDE, and most solutions aren’t open. Davia is an open source tool. You enter the path of your repo, and it generates a visual wiki you can explore and edit. Diagrams are created automatically, and you can update everything either in your IDE or in a Notion-like editor. The project is still early, and…

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