Я участвую в конкурсе разработчиков «Код Петербурга», проводимом совместно VK и городом. По условиям нужно сделать или VK-приложение или чат-бота для VK/Маруси с какой-то важной для жителя или гостя города функцией, и с использованием одного из предоставленных внешних API.
Я попробовал воплотить свои давние мысли по семантическому поиску по текстам, в чем мне помог @wooferclaw. Что-то подобное мы пытались соорудить на хакатоне в Салехарде, но сейчас я пошёл дальше.
Бот для Маруси, который ищет мероприятия в Петербурге с сайта KudaGo. При этом к боту подключён морфологический словарь и тезаурус, который умеет определять домены и ассоциативные связи между словами.
Работает вроде неплохо. Во-первых, довольно точно ищет по прямым связям. Например, хорошо понимает, что слова «научный» и «наука» одинаковые, хотя в словаре словоформ они разные. Во-вторых, умеет находить связи по области: допустим, если попросить что-то про пришельцев, предлагает экспозицию о внеземных цивилизациях, хотя ни в описании, ни в ключевых словах этой экспозиции нет слова «пришелец» однокоренных с ним.
Но этот поиск приводит и к забавным последствиям, которые лично я не считаю недостатком, а скорее щепоткой соли в работе алгоритма. Так, при запросе о пришельцах может выдать выставку о коммунальных квартирах (что действительно близко по смыслу, но человеку, который ищет пришельцев, скорее всего нужно не это). А ещё на слово «крокодилы» предлагает экскурсию по рекам и каналам, мне очень нравится :)
Потестить можно, открыв Марусю (в приложении ВК или в отдельном) и сказав «Запусти навык Куда Пойти в Петербурге». А результаты конкурса будут в октябре. Там ещё второй этап, на него тоже что-нибудь подам.
#dev
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⚡️PRO THUNDER V12: THE ELITE TRADING STANDARD⚡️
Stop settling for repainting tools and local scripts. Pro Thunder V12 is the culmination of 5 years of development by SS7Trader Ltd.
Why the pros choose V12:
🚫100% Non-Repaint: Signals are fixed. What you see is what you get.
🧠Neural Network AI: Powered by advanced AI to filter market noise.
✅Registered Authority: Built by a verified company, not an anonymous team.
⏳5-Year Legacy: Continuous evolution and optimization since 2021.
🎯 Pure Simplicity: Clear Buy/Sell signals with a fixed 5-minute expiry.
🌍 Universal: Works on any broker, any chart, and any timeframe.
━━━━━━━━━━━━━━━━
🚀 JOIN THE ELITE. STOP GUESSING.
🔗https://ss7trader.com/product/pro-thunder-v12/
✈️ Contact: https://t.me/SSsevenTrader
#SS7Trader#ProThunderV12#TradingAI#NonRepaint#BinaryOptions
⚡️PRO THUNDER V12: THE ELITE TRADING STANDARD⚡️
Stop settling for repainting tools and local scripts. Pro Thunder V12 is the culmination of 5 years of development by SS7Trader Ltd.
Why the pros choose V12:
🚫100% Non-Repaint: Signals are fixed. What you see is what you get.
🧠Neural Network AI: Powered by advanced AI to filter market noise.
✅Registered Authority: Built by a verified company, not an anonymous team.
⏳5-Year Legacy: Continuous evolution and optimization since 2021.
🎯 Pure Simplicity: Clear Buy/Sell signals with a fixed 5-minute expiry.
🌍 Universal: Works on any broker, any chart, and any timeframe.
━━━━━━━━━━━━━━━━
🚀 JOIN THE ELITE. STOP GUESSING.
🔗https://ss7trader.com/product/pro-thunder-v12/
✈️ Contact: https://t.me/SSsevenTrader
#SS7Trader#ProThunderV12#TradingAI#NonRepaint#BinaryOptions
⚡️PRO THUNDER V12: THE ELITE TRADING STANDARD⚡️
Stop settling for repainting tools and local scripts. Pro Thunder V12 is the culmination of 5 years of development by SS7Trader Ltd.
Why the pros choose V12:
🚫100% Non-Repaint: Signals are fixed. What you see is what you get.
🧠Neural Network AI: Powered by advanced AI to filter market noise.
✅Registered Authority: Built by a verified company, not an anonymous team.
⏳5-Year Legacy: Continuous evolution and optimization since 2021.
🎯 Pure Simplicity: Clear Buy/Sell signals with a fixed 5-minute expiry.
🌍 Universal: Works on any broker, any chart, and any timeframe.
━━━━━━━━━━━━━━━━
🚀 JOIN THE ELITE. STOP GUESSING.
🔗https://ss7trader.com/product/pro-thunder-v12/
✈️ Contact: https://t.me/SSsevenTrader
#SS7Trader#ProThunderV12#TradingAI#NonRepaint#BinaryOptions
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Pro Thunder V12: The Ultimate Trading Solution!
The wait is over! Pro Thunder V12 is finally here to revolutionize your trading. It's time to trade smarter with V12 Intelligence and leave the emotions behind.
👑Featuring Four New Layers of Intelligence In Pro Thunder V12 Version:
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⭐️Neural Channel
⭐️Live News Panel
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Pro Thunder V12: The Ultimate Trading Solution!
The wait is over! Pro Thunder V12 is finally here to revolutionize your trading. It's time to trade smarter with V12 Intelligence and leave the emotions behind.
👑Featuring Four New Layers of Intelligence In Pro Thunder V12 Version:
⭐️Neural Engine
⭐️Neural Channel
⭐️Live News Panel
⭐️ Neural Networks 2.0 (Upgraded)
👑 Key Features:
👉 100% Non-Repaint: Trustworthy signals that never disappear.
👉 85%+ Win Rate: High accuracy for consistent results.
👉Zero Martingale: A safer approach to trading.
👉Verified Back Testing Results: Proven performance you can rely on.
👉Telegram Alerts: Get notified instantly on your phone.
👉5-Minutes Expiry: Optimized for quick trades.
Backed by 10 Years of Expertise and Thousands of Success Stories.
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⭐️
🔗Buy Link:https://ss7trader.com
✈️Telegram: t.me/SSsevenTrader
#SS7Trader#ProThunderV12#TradingIndicator#Forex#BinaryOptions#NonRepaint#TradingSignals#SmartTrading
Pro Thunder V12: The Ultimate Trading Solution!
The wait is over! Pro Thunder V12 is finally here to revolutionize your trading. It's time to trade smarter with V12 Intelligence and leave the emotions behind.
⚙Featuring Four New Layers of Intelligence In Pro Thunder V12 Version:
⭐️Neural Engine
⭐️Neural Channel
⭐️Live News Panel
⭐️Neural Networks 2.0 (Upgraded)
👑 Key Features:
👉 100% Non-Repaint: Trustworthy signals that never disappear.
👉 85%+ Win Rate: High accuracy for consistent results.
👉Zero Martingale: A safer approach to trading.
👉Verified Back Testing Results: Proven performance you can rely on.
👉Telegram Alerts: Get notified instantly on your phone.
👉5-Minutes Expiry: Optimized for quick trades.
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🔗Buy Link:https://ss7trader.com
✈️Telegram: t.me/SSsevenTrader
#SS7Trader#ProThunderV12#TradingIndicator#Forex#BinaryOptions#NonRepaint#TradingSignals#SmartTrading
Pro Thunder V12: The Ultimate Trading Solution!
The wait is over! Pro Thunder V12 is finally here to revolutionize your trading. It's time to trade smarter with V12 Intelligence and leave the emotions behind.
⚙Featuring Four New Layers of Intelligence In Pro Thunder V12 Version:
⭐️Neural Engine
⭐️Neural Channel
⭐️Live News Panel
⭐️Neural Networks 2.0 (Upgraded)
👑 Key Features:
👉 100% Non-Repaint: Trustworthy signals that never disappear.
👉 85%+ Win Rate: High accuracy for consistent results.
👉Zero Martingale: A safer approach to trading.
👉Verified Back Testing Results: Proven performance you can rely on.
👉Telegram Alerts: Get notified instantly on your phone.
👉5-Minutes Expiry: Optimized for quick trades.
Backed by 10 Years of Expertise and Thousands of Success Stories.
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⭐️
🔗Buy Link:https://ss7trader.com
✈️Telegram: t.me/SSsevenTrader
#SS7Trader#ProThunderV12#TradingIndicator#Forex#BinaryOptions#NonRepaint#TradingSignals#SmartTrading
Pro Thunder V12: The Ultimate Trading Solution!
The wait is over! Pro Thunder V12 is finally here to revolutionize your trading. It's time to trade smarter with V12 Intelligence and leave the emotions behind.
⚙Featuring Four New Layers of Intelligence In Pro Thunder V12 Version:
⭐️Neural Engine
⭐️Neural Channel
⭐️Live News Panel
⭐️Neural Networks 2.0 (Upgraded)
👑 Key Features:
👉 100% Non-Repaint: Trustworthy signals that never disappear.
👉 85%+ Win Rate: High accuracy for consistent results.
👉Zero Martingale: A safer approach to trading.
👉Verified Back Testing Results: Proven performance you can rely on.
👉Telegram Alerts: Get notified instantly on your phone.
👉5-Minutes Expiry: Optimized for quick trades.
Backed by 10 Years of Expertise and Thousands of Success Stories.
👉Get Your Copy Now
⭐️
🔗Buy Link:https://ss7trader.com
✈️Telegram: t.me/SSsevenTrader
#SS7Trader#ProThunderV12#TradingIndicator#Forex#BinaryOptions#NonRepaint#TradingSignals#SmartTrading
Pro Thunder V12: The Ultimate Trading Solution!
The wait is over! Pro Thunder V12 is finally here to revolutionize your trading. It's time to trade smarter with V12 Intelligence and leave the emotions behind.
⚙Featuring Four New Layers of Intelligence In Pro Thunder V12 Version:
⭐️Neural Engine
⭐️Neural Channel
⭐️Live News Panel
⭐️Neural Networks 2.0 (Upgraded)
👑 Key Features:
👉 100% Non-Repaint: Trustworthy signals that never disappear.
👉 85%+ Win Rate: High accuracy for consistent results.
👉Zero Martingale: A safer approach to trading.
👉Verified Back Testing Results: Proven performance you can rely on.
👉Telegram Alerts: Get notified instantly on your phone.
👉5-Minutes Expiry: Optimized for quick trades.
Backed by 10 Years of Expertise and Thousands of Success Stories.
👉Get Your Copy Now
⭐️
🔗Buy Link:https://ss7trader.com
✈️Telegram: t.me/SSsevenTrader
#SS7Trader#ProThunderV12#TradingIndicator#Forex#BinaryOptions#NonRepaint#TradingSignals#SmartTrading
Pro Thunder V12: The Ultimate Trading Solution!
The wait is over! Pro Thunder V12 is finally here to revolutionize your trading. It's time to trade smarter with V12 Intelligence and leave the emotions behind.
⚙Featuring Four New Layers of Intelligence In Pro Thunder V12 Version:
⭐️Neural Engine
⭐️Neural Channel
⭐️Live News Panel
⭐️Neural Networks 2.0 (Upgraded)
👑 Key Features:
👉 100% Non-Repaint: Trustworthy signals that never disappear.
👉 85%+ Win Rate: High accuracy for consistent results.
👉Zero Martingale: A safer approach to trading.
👉Verified Back Testing Results: Proven performance you can rely on.
👉Telegram Alerts: Get notified instantly on your phone.
👉5-Minutes Expiry: Optimized for quick trades.
Backed by 10 Years of Expertise and Thousands of Success Stories.
👉Get Your Copy Now
⭐️
🔗Buy Link:https://ss7trader.com
✈️Telegram: t.me/SSsevenTrader
#SS7Trader#ProThunderV12#TradingIndicator#Forex#BinaryOptions#NonRepaint#TradingSignals#SmartTrading