Hellow guys, Welcome to my website, and you are watching How to point a Large Language Model (LLM) to an SQL Database and ask Questions on it | FREE API. and this vIdeo is uploaded by Yiannis Pitsillides at 2024-10-04T05:30:18-07:00. We are pramote this video only for entertainment and educational perpose only. So, I hop you like our website.
| Name | How to point a Large Language Model (LLM) to an SQL Database and ask Questions on it | FREE API |
| Video Uploader | Video From Yiannis Pitsillides |
| Upload Date | This Video Uploaded At 04-10-2024 12:30:18 |
| Video Discription | In this tutorial, I walk you through how I used Meta's Llama LLM to analyze my SQL data with a user-friendly Streamlit app. We start by connecting to the Groq API and initializing the Llama AI model (with more model options available). I then load my data from SQL Server, convert it to JSON, and apply techniques to limit the data size to stay within token limits. Next, I show you how to create a function that allows the end user to ask questions directly on the SQL data and get answers in real-time. Finally, I integrated everything into a clean and interactive Streamlit app so that users can easily interact with the data. If you're interested in AI-powered data analysis, SQL, or building intuitive apps with Streamlit, this video is for you! 👉 Chapters: 00:00 – Intro 01:56 – Libraries we need 02:15 – Connection to SQL 03:58 – Initialize the LLM via Groq API 07:16 – Question Answering Test 07:54 – Creating the 1st app 12:10 – Deploying the 1st App 14:00 - Creating the 2nd app 17:20 – Deploying the 2nd App 19:17 - Creating the 3rd app 20:55 – Deploying the 3rd App 22:53 – Testing the app 🔔 Don’t forget to like, subscribe, and hit the notification bell for more AI and data tutorials! Github Link: https://github.com/Pitsillides91/llms_2024/tree/main/6.Groq_llms_to_sql Connect with me on LinkedIn: https://www.linkedin.com/in/yiannis-pitsillides-8b103271/ Follow me on X: https://x.com/pitsillides91 Tags: #LlamaLLM #StreamlitApp #SQLDataAnalysis #GroqAPI #MetaAI #Python #DataScience #AIinAction #LLMIntegration #DataAutomation #PythonTutorial #DataEngineering #AI |
| Category | Howto & Style |
| Tags | llama | llm | large language model | how to use llms on sql | pointing AI to SQL | how to use Chat GPT on SQL | how to analyse transactional data with AI | giving llms SQL data | giving AI SQL Data | how to build an app | how to feed al SQL data | how to connect SQL with Chat GPT | how to use LLMs with SQL | SQL to LLMs | how to question my SQL data using AI | using AI to analyse data | How to use Llama LLM | meta's llama llm | Groq API example | how to use Groqs APIs | using python llms in sql |
