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Products that do what Try our new AI Report Builder – AI powered insights on any database does

Hey Hackernews! We’ve launched our new AI-powered report builder and we’re eager to get feedback. We set this up with some demo retail data, but this can plug into any SQL database to provide customer reporting through natural language. I’ve seen this type of feature demo well on other platforms, but never actually work, so we’re putting this out into the world for anyone to actually try themselves. We’re leveraging OpenAI under the hood and have made a ton of improvements to the prompt engineering to configure the reports (OpenAI doesn’t actually write the underlying SQL). Click into a…

  1. 1

    Your custom GenAI solution for analytics and reporting

    2024

  2. 2

    Build AI agents that respond with UI instead of text

    Feb 2026

  3. 3
    Sequel239

    Effortlessly understand your data

    2024

  4. 4

    Open-source monitoring for machine learning models

    2021

  5. 5MA

    I've been exploring the (not so=) amazing potential of AI in coding and have compiled a list of tools. From AI-powered IDEs to code generators, this resource is my contribution to the community. I'm still on the fence about including txt2sql projects, as their functionality seems too basic to me. And I'm personally maintaining this, so your feedback is wellcome.

    2025 · aicode.danvoronov.com

  6. 6OS

    Hey HN! A few months ago we shared our AI dataset generator as an open source repo, and the response was incredible (https://news.ycombinator.com/item?id=44388093). We got requests from folks who wanted to use it without the hosting overhead, so we created both options: a hosted version (https://www.metabase.com/ai-data-generator for instant use and the source code fully open (https://github.com/metabase/dataset-generator) for anyone who wants to self-host or contribute. Looking forward to seeing how you use it and what you build on top of…

    Sep 2025 · metabase.com

  7. 7

    Transform company research with AI-powered instant reports

    2023

  8. 8IB

    2025 · github.com

  9. 9IB

    Hey there! I’ve been working on DB Pilot for the last couple of months, and I recently added an AI assistant powered by GPT 3.5 to help you write SQL queries tailored to your DB schema. Simply ask what data you are looking for - GPT will figure out which tables to use, how to join them, and then write a query for you. The AI assistant knows which tables and columns exist in your database, meaning it can write queries specific to your schema. Besides that, it doesn't have access to any actual data from your database though, meaning your data doesn't get exposed to OpenAI.

    2023 · dbpilot.io

  10. 10

    This website counts titles containing the standalone word "AI", case-sensitive and word-bounded. "OpenAI" doesn't count. "AI-powered" does. There's a toggle for a wider vocabulary: artificial intelligence spelled out, LLM, GPT, and model and vendor names. Some quick stats: - 14.4% of new HN titles this year, against 10.9% in 2025. On the wider vocabulary, 21.9% and 16.1%. - First month above 1% was Oct 2016. Above 5%, Feb 2023. Above 10%, May 2025. - Over the last five years the quietest month was Jan 2022 at 0.8%. The peak was Feb 2026 at 15.9%. - 13.6% on weekdays against 12.4% at…

    11d ago · hnstats.com

  11. 11IB

    Excited to share a project I’ve been building for months! Would love to receive honest feedback :) My motivation: AI is clearly going to be the interface for data. But earlier attempts (text-to-SQL, etc.) fell short — they treated it like magic. The space has matured: teams now realize that AI + data needs structure, context, and rules. So I built a product to help teams deliver “chat with data” solutions fast with full control and observability (agent tracing, quality scores, etc) — am I wrong? The product allows you to connect any LLM to any data source with centralized context…

    Oct 2025 · github.com

  12. 12

    AI Bot writes SQL statements (& more) for you in seconds ⚡️

    2022

  13. 13IB

    Hey HN, I just spent the last few weeks building a database for agents. Over the last year I built PostHog AI, the company's business analyst agent, where we experimented on giving raw SQL access to PostHog databases vs. exposing tools/MCPs. Needless to say, SQL wins. I left PostHog 3 weeks ago to work on side-projects. I wanted to experiment more with SQL+agents. I built an MVP exposing business data through DuckDB + annotated schemas, and ran a benchmark with 11 LLMs (from Kimi 2.5 to Claude Opus 4.6) answering business questions with either 1) per-source MCP access (e.g. one Stripe…

    Apr 2026 · github.com

  14. 14OS

    Hello, my name is Andrei. My friends and I recently built CentralMind Getaway, an open-source tool that automatically generates AI-agent-optimized APIs from your database connection. It’s designed for those who don’t want to expose direct SQL access to their databases and prefer not to spend time building these APIs manually. What it does: - Auto-generates APIs from your database connection, infer schema & sample data using AI - Filters out PII and sensitive data for compliance (GDPR, SOC 2, etc.) - Optimized for AI-Agent with extra meta information and REST and MCP protocol support -…

    2025 · github.com

  15. 15NC

    Hey everyone! I built a tool to help you visually build SQL queries - if you write a lot of SQL at work (or help people write it), check it out! You can try it out without needing to sign up, or integrate with any databases. Would love all your thoughts! Link: https://craftsql.com/

    2022 · craftsql.com

  16. 16IB

    Hi HN, I’ve been working on an AI-powered website builder that allows anyone to create a fully functional website in just a few minutes. No coding, no design skills—just a simple, intuitive process with AI handling the heavy lifting. Here’s what you can do with it: • Create a website by entering a name, description, and subdomain. • Use AI to design the site, customize content, and edit sections with simple prompts. • Preview, tweak, and publish your website live instantly. • Download the code for full flexibility if you want to self-host or integrate. It’s still an MVP, and I’ve got lots of…

    2024 · aiwebsitebuilder.tech

  17. 17DR

    The first ever AI peer reviewed research article just got approved. It’s kinda crazy how advanced AI have come to replace researchers. I've just been using Deep Research on ChatGPT and Perplexity a lot to write and research complex technical reports for my boss. He loves the reports and it has decreased my workload a ton but I still have some frustrations with it. None of them provide an API that gets me the same quality of output you would with the applications. I wanted something with more control on the LLMs, swappable with the reasoning new models that came out. Not just prompt →…

    2025 · github.com

  18. 18CC

    Hi again Hacker News! OpenAI recently launched "Function Calling", which is a way for developers to describe functions to GPT-3.5/4 and have the model intelligently choose to output a JSON object containing arguments to call those functions. I decided to tinker around with it this weekend and build an MVP that uses OpenAI Functions + Vercel AI SDK to "chat" with the Hacker News API using natural language, in real time! It's fairly basic for now (supported functions: https://github.com/steven-tey/chathn/blob/main/app/api/chat/...) but…

    2023 · chathn.vercel.app

  19. 19IB

    I used to run a startup back in 2018 where I built highly relevant prospect leads for companies manually. This is an Ai agent that does what I used to do manually - source, curate, enrich, qualify leads, and find the right decision makers with contact information. The Ai agent builds a custom database of leads automatically We just upgraded the new UI as well as made our agents smarter. Check out the new website: https://kurationai.com/ Demo: https://youtu.be/KmlGnP3dzkE?si=N6FZwNubi70hS4nJ Use "PHK15" to get 15% off on any plan. Thanks, Aurelien, Founder,…

    Sep 2025 · kurationai.com

  20. 20WB

    Hi everyone, We have been developing a platform to enable professionals to build AI assistants to help them through their work. After a few months, we realized people are trying to sell basic functionalities that can be built from scratch in a couple of hours. Due to this, individuals who are not familiar with the current SOTA are misinformed about the potential of generative models. So, we decided to open up some of our most popular templates as standalone tools for free to empower individuals and set a solid standard for what people should expect. We believe the barrier to accessing…

    2024 · join.modularmind.app

  21. 21FT

    Hey HN! When implementing an AI-powered feature for a project, we—and many people we've talked to—often reach a point where we have to choose an AI model but aren’t sure which one best fits our constraints or where to even start. Unfortunately, the advice to "just use chatgpt" is not always a good one. What if I want an open-source model? What languages does it support? What about context window size or the number of parameters? There are thousands of AI models already out there and many of them are perfect for certain problems. That’s why we’ve carved out this part of our product as a free…

    2024 · app.elementera.ca

  22. 22AA

    Hey, I'm Marc one of the co-founders of Fabi! We've all seen the "chat with your data" or the "AI-as-an-assistant" when building reports, but we felt like this wasn't quite right. So we decided to build a system that allowed users to: * Connect any data source to the AI * Purely chat with the AI and their data (so we show the output right in the chat before you even apply the changes) * Convert that chat to a repeatable analysis with a data app or workflow * Toggle back to chat mode without missing a beat Basically this means that if you're a data person, you don't have to go through these…

    Oct 2025 · fabi.ai

  23. 23EA

    Hello HackerNews, We're excited to introduce you to our latest project, Elephant.ai. It's a custom chatbot builder that utilizes the incredible power of OpenAI's ChatGPT to create intelligent, responsive, and knowledgeable chatbots for any website. With Elephant.ai, you can train an AI chatbot using your website's data. This means your chatbot won't just respond with pre-programmed answers, it will have an in-depth understanding of your content. It can answer any question a visitor might have about your site and even provide the source URL for its answer. Think of it as a 24/7 digital…

    2023 · elephant.ai

  24. 24

    AI-powered SQL development, optimization & monitoring in VS

    Jun 2026 · sqllens.ai

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