Alternatives
Products that do what XiaoAi Map does
Find your perfect property
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We're a small team of 3 engineers, and wanted to make a better way to look for for properties online. Traditional portals (esp. outside of US) are just a bit rubbish for doing anything other than basic searching. So we've: - Created a crawler that reads through estate agents websites to find homes for sale - Parses that through a series of LLMs and other models to understand each home in depth (e.g. floor type, location, total sqft) - Parses every photo through an embeddings vector space so that people can search for whatever they want. Check it out: https://jitty.com Currently…
2025
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A while back, I built a simple app to track stocks. It pulled market data and generated daily reports based on my risk tolerance. Basically a personal investment assistant. It worked well enough that I kept going. Now, the same framework helps me with real estate: comparing neighborhoods, checking flood risk, weather patterns, school zones, old vs. new builds, etc. It’s a messy, multi-variable decision—which turns out to be a great use case for AI agents. Instead of ChatGPT or Grok 4, I use mcp-agent, which lets me build a persistent, multi-agent system that pulls live data, remembers my…
2025 · github.com
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AI-Powered Property Search with AQI & Climate Insights
Dec 2025 · propinsight-navigator.vercel.app
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Hi HN, I made SmartMap — a tool where you ask an open-ended question on maps, like: - "Where can I find coworking cafes with power sockets and Wi-Fi in Shibuya, Tokyo?" - "Places that inspired Studio Ghibli movies in Japan" You can also ask it to plot interactive journeys, like: - "Places Alexandra David-Néel visited on her way to Lhasa" - "Train stops along the original Orient Express route" It returns a live, interactive map with the results plotted as pins. Originally built this to scratch my own itch while traveling and researching or learning about new places. SmartMap makes that step…
2025 · smartmap.space
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2021 · github.com
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Your AI has your code's text, never its map. Fix that.
Jun 2026 · luuuc.github.io
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