How to Directly Integrate Database in your AI Application?
๐ Dive into the fascinating world of AI database integration with our latest tutorial! Learn how to seamlessly integrate your own database with an AI application using CoARE command or LAR language model. This video covers everything from configuration, custom tool creation, to final output generation. Perfect for developers and tech enthusiasts looking to enhance their AI projects with SQL Lite, MySQL, or PostgreSQL databases. ๐ค๐ก
๐ Key Highlights:
Configure your AI application for database integration.
Create and add custom tools to large language models.
Detailed walkthrough using SQL Lite DB for dynamic query responses.
Replaceable modules for flexibility with different databases and models.
๐ ๏ธ Setup Steps:
Installation of CoARE and Rich for enhanced output display.
Generating and exporting CoARE API keys.
Writing custom functions for database queries.
Integrating and executing tools based on model prompts.
๐ผ Beneficial For:
AI Developers
Database Administrators
Tech Enthusiasts
Students Learning AI & Database Management
๐ Included in the Video:
Step-by-step code walkthrough.
Real-time demonstration of database queries in action.
Tips for optimizing your AI application's interaction with databases.
๐ Resources:
Patreon: https://patreon.com/MervinPraison
Ko-fi: https://ko-fi.com/mervinpraison
Discord: https://discord.gg/nNZu5gGT59
Twitter / X : https://twitter.com/mervinpraison
Code: https://mer.vin/2024/03/cohere-tools-function-calling/
๐ Timestamps:
0:00 Introduction to AI Database Integration
0:03 Configuration of AI Application
0:21 Creating Custom Tools for Database Integration
0:27 Adding Custom Tool to Large Language Model
0:35 Getting Started with the Integration
1:46 Database Setup and Query Functions
2:16 Running the Tool and Generating Outputs
8:39 Final Output Demonstration
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Chapters (8)
Introduction to AI Database Integration
0:03
Configuration of AI Application
0:21
Creating Custom Tools for Database Integration
0:27
Adding Custom Tool to Large Language Model
0:35
Getting Started with the Integration
1:46
Database Setup and Query Functions
2:16
Running the Tool and Generating Outputs
8:39
Final Output Demonstration
๐
Tutor Explanation
DeepCamp AI