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Introducing Vanna: An Open-Source Text-to-SQL Tool | Daily Dose of Data Science posted on the topic | LinkedIn
Finally! A Text-to-SQL tool that actually works!
(100% open-source, 20k+ stars)
Vanna is an open-source RAG framework for complex Text-to-SQL generation, designed for handling dynamic datasets.
Works in 2 easy steps:
1️⃣ Train a RAG “model” on your data.
2️⃣ Ask questions in natural language which will return SQL queries that can be set up to automatically run on your database.
Key features:
🎯 High accuracy on complex datasets
🤖 Self-learning: improves with each query
🔒 Secure: data never leaves your environment
🌐 Connect to any SQL DB (Snowflake, Redshift, etc.)
🧩 Multiple front-end integrations (Jupyter, Slack, etc.)
Vanna GitHub: https://github.com/vanna-ai/vanna
https://t.me/CodeProgrammer🌟
Finally! A Text-to-SQL tool that actually works!
(100% open-source, 20k+ stars)
Vanna is an open-source RAG framework for complex Text-to-SQL generation, designed for handling dynamic datasets.
Works in 2 easy steps:
1️⃣ Train a RAG “model” on your data.
2️⃣ Ask questions in natural language which will return SQL queries that can be set up to automatically run on your database.
Key features:
🎯 High accuracy on complex datasets
🤖 Self-learning: improves with each query
🔒 Secure: data never leaves your environment
🌐 Connect to any SQL DB (Snowflake, Redshift, etc.)
🧩 Multiple front-end integrations (Jupyter, Slack, etc.)
Vanna GitHub: https://github.com/vanna-ai/vanna
https://t.me/CodeProgrammer
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➖ визначні українці та світові події.
👇 Натискай і підписуйся, щоб дізнаватися історію разом з нами:
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Forwarded from Python | Machine Learning | Coding | R
This channels is for Programmers, Coders, Software Engineers.
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Found a top open-source tool
It turns any JSON or YAML into an interactive mind-map.
Convenient for analyzing complex structures, you can immediately see connections and nesting.
The perfect tool to avoid getting lost in the "forest of brackets" and to understand data faster. A must-have for developers😧
confmap.com
👉 @codeprogrammer
It turns any JSON or YAML into an interactive mind-map.
Convenient for analyzing complex structures, you can immediately see connections and nesting.
The perfect tool to avoid getting lost in the "forest of brackets" and to understand data faster. A must-have for developers
confmap.com
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Forwarded from Data Science Machine Learning Data Analysis
📌 Understanding Random Forest using Python (scikit-learn)
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-05-15 | ⏱️ Read time: 9 min read
A Random Forest is a powerful machine learning algorithm that can be used for classification…
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-05-15 | ⏱️ Read time: 9 min read
A Random Forest is a powerful machine learning algorithm that can be used for classification…
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Forwarded from Python Data Science Jobs & Interviews
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Python | Machine Learning | Coding | R pinned «🚀🔥 𝗕𝗲𝗰𝗼𝗺𝗲 𝗮𝗻 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜 𝗕𝘂𝗶𝗹𝗱𝗲𝗿 — 𝗙𝗿𝗲𝗲 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗣𝗿𝗼𝗴𝗿𝗮𝗺 Master the hottest skill in tech: building intelligent AI systems that think and act independently. Learn to build smart 𝗰𝗵𝗮𝘁𝗯𝗼𝘁𝘀, 𝗔𝗜 𝗮𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁𝘀 𝗮𝗻𝗱 𝗺𝘂𝗹𝘁𝗶-𝗮𝗴𝗲𝗻𝘁 𝘀𝘆𝘀𝘁𝗲𝗺𝘀. 𝗘𝗮𝗿𝗻 𝗽𝗿𝗼𝗳𝗲𝘀𝘀𝗶𝗼𝗻𝗮𝗹 𝗰𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻…»
Forwarded from Data Science Machine Learning Data Analysis
📌 Method of Moments Estimation with Python Code
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-12 | ⏱️ Read time: 10 min read
Let’s say you are in a customer care center, and you would like to know…
🗂 Category: DATA SCIENCE
🕒 Date: 2025-02-12 | ⏱️ Read time: 10 min read
Let’s say you are in a customer care center, and you would like to know…
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An AI tool has been released that allows you to interact with databases in plain language
→ Upload the URL of your database
→ Ask any question
→ Get an SQL query, results, and explanations
GitHub: https://github.com/Arindam200/awesome-ai-apps/tree/main/simple_ai_agents/talk_to_db
https://t.me/CodeProgrammer🌟
→ Upload the URL of your database
→ Ask any question
→ Get an SQL query, results, and explanations
GitHub: https://github.com/Arindam200/awesome-ai-apps/tree/main/simple_ai_agents/talk_to_db
https://t.me/CodeProgrammer
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Forwarded from Data Science Machine Learning Data Analysis
📌 How to Become a Machine Learning Engineer (Step-by-Step)
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-09-15 | ⏱️ Read time: 12 min read
Your one-stop guide to becoming a machine learning engineer
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-09-15 | ⏱️ Read time: 12 min read
Your one-stop guide to becoming a machine learning engineer
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📌 4 GitHub Repositories Every Python Developer Should Bookmark
Looking to sharpen your skills and explore high-quality open-source resources? These curated repositories will boost your Python journey:
⬇️ Explore These Resources
➤ Algorithms in Python
1️⃣ All major algorithms implemented in Python
🔗 https://lnkd.in/e7v6bkq
➤ Python Cheat Sheet
2️⃣ Handy reference for Python 3 developers
🔗 https://lnkd.in/dzkMSwXz
➤ System Design
3️⃣ Learn scalable backend architecture fundamentals
🔗 https://lnkd.in/egCaujBF
➤ Django Resources
4️⃣ Curated list for Django backend development
🔗 https://lnkd.in/d4K-9vg3
🎓 Top Python & Backend Courses
🔗 Microsoft Python Development Professional Certificate
https://lnkd.in/dDXX_AHM
🔗 Google IT Automation with Python
https://lnkd.in/dG67Y8nK
🔗 Meta Data Analyst Professional Certificate
https://lnkd.in/dbqX77F2
🔗 IBM AI Developer Professional Certificate
https://lnkd.in/dZBS2KYX
https://t.me/CodeProgrammer 🩷
Looking to sharpen your skills and explore high-quality open-source resources? These curated repositories will boost your Python journey:
⬇️ Explore These Resources
➤ Algorithms in Python
1️⃣ All major algorithms implemented in Python
🔗 https://lnkd.in/e7v6bkq
➤ Python Cheat Sheet
2️⃣ Handy reference for Python 3 developers
🔗 https://lnkd.in/dzkMSwXz
➤ System Design
3️⃣ Learn scalable backend architecture fundamentals
🔗 https://lnkd.in/egCaujBF
➤ Django Resources
4️⃣ Curated list for Django backend development
🔗 https://lnkd.in/d4K-9vg3
🎓 Top Python & Backend Courses
🔗 Microsoft Python Development Professional Certificate
https://lnkd.in/dDXX_AHM
🔗 Google IT Automation with Python
https://lnkd.in/dG67Y8nK
🔗 Meta Data Analyst Professional Certificate
https://lnkd.in/dbqX77F2
🔗 IBM AI Developer Professional Certificate
https://lnkd.in/dZBS2KYX
https://t.me/CodeProgrammer 🩷
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