Local Text to SQL (MySQL) Query LLM App with LLAMA 3.2, Ollama and Langchain

Full Couse 👇 Master Langchain and Ollama: Build Chatbots, RAG, and Agents https://bit.ly/ollama-and-langchain Local LLM Tutorial Playlist: https://www.youtube.com/playlist?list=PLc2rvfiptPSReropGbvDFpB6dneNBwqhD Dive into this in-depth tutorial where we build a powerful Local Text-to-MySQL Query App using LLAMA 3.2, Ollama, and LangChain. In this video, you’ll learn how to convert natural language text into precise MySQL queries and execute them on a local MySQL server with ease. We’ll cover everything from basic MySQL connection setup to advanced query execution chains and error correction using large language models (LLMs). Here’s what you’ll learn: - Setting up MySQL Connection with a Local Server. - MySQL Query Chain Execution with LangChain. - Executing MySQL Queries With and Without Agents using LangGraph. - Using LLMs to Correct Malformed MySQL Queries. - MySQL Query Execution Chain to streamline text-to-query conversions. Whether you're new to LLM-powered database automation or looking to enhance your SQL workflows, this tutorial will help you harness the full potential of LangChain and Ollama to seamlessly translate natural language instructions into executable MySQL queries. 🔊 Watch till last for a detailed description 00:00 Introduction 06:25 Get MySQL Execution LLM Chain 12:40 Correct Malformed MySQL Queries using Second LLM Call 21:00 Execute MySQL with LCEL Chain 26:54 MySQL Query Execution with LangGraph Agent 💯 Read Full Blog with Code https://github.com/laxmimerit/Langchain-and-Ollama 💬 Leave your comments and doubts in the comment section 📌 Save this channel and video for watch later 👍 Like this video to show your support and love ❤️ ~~~~~~~~ 🆓 Watch My Top Free Data Science Videos 👉🏻 Python for Data Scientist https://bit.ly/3dETtFb 👉🏻 Machine Learning for Beginners https://bit.ly/2WOVh7N 👉🏻 Feature Selection in Machine Learning https://bit.ly/2YW6ZQH 👉🏻 Text Preprocessing and Mining for NLP https://bit.ly/31sYMUN 👉🏻 Natural Language Processing (NLP) Tutorials https://bit.ly/3dF1cTL 👉🏻 Deep Learning with TensorFlow 2.0 and Keras https://bit.ly/3dFl09G 👉🏻 COVID 19 Data Analysis and Visualization Masterclass https://bit.ly/31vNC1U 👉🏻 Machine Learning Model Deployment Using Flask at AWS https://bit.ly/3b1svaD 👉🏻 Make Your Own Automated Email Marketing Software in Python https://bit.ly/2QqLaDy *********** 🤝 BE MY FRIEND 🌍 Check Out ML Blogs: https://kgptalkie.com 🐦Add me on Twitter: https://twitter.com/laxmimerit 📄 Follow me on GitHub: https://github.com/laxmimerit 📕 Add me on Facebook: https://facebook.com/kgptalkie 💼 Add me on LinkedIn: https://linkedin.com/in/laxmimerit 👉🏻 Complete Udemy Courses: https://bit.ly/32taBK2 ⚡ Check out my Recent Videos: https://bit.ly/3ldnbWm 🔔 Subscribe me for Free Videos: https://bit.ly/34wN6T6 🤑 Get in touch for Promotion: [email protected] ✍️🏆🏅🎁🎊🎉✌️👌⭐⭐⭐⭐⭐ ENROLL in My Highest Rated Udemy Courses to 🔑 Crack Data Science Interviews and Jobs 🏅🎁 Python for Machine Learning: A Step-by-Step Guide | Udemy Course Link: https://bit.ly/ml-ds-project 🎁🎊 Deep Learning for Beginners with Python Course Link: https://bit.ly/dl-with-python 📚 📗 Natural Language Processing ML Model Deployment at AWS Course Link: https://bit.ly/bert_nlp 📊 📈 Data Visualization in Python Masterclass: Beginners to Pro Course Link: https://bit.ly/udemy95off_kgptalkie 📘 📙 Natural Language Processing (NLP) in Python for Beginners Course Link: https://bit.ly/intro_nlp 🎉✌️ Advanced Natural Language and Image Processing Projects | Udemy Course Link: https://bit.ly/kgptalkie_ml_projects 📈 📘 Python for Linear Regression in Machine Learning Course Link: https://bit.ly/regression-python 📙📊 R 4.0 Programming for Data Science || Beginners to Pro Course Link: http://bit.ly/r4-ml ✍️🏆 Introduction to Spacy 3 for Natural Language Processing Course Link: https://bit.ly/spacy-intro