How to Directly Integrate Database in your AI Application?

🚀 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. 🤖💡

🔑 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.

🛠️ 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.

💼 Beneficial For:
AI Developers
Database Administrators
Tech Enthusiasts
Students Learning AI & Database Management

📚 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.

🔗 Resources:

📝 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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[oryxchannel]

I know you've seen the newcomer's comment, "How come I haven't seen your channel before"... but OMG...How come I haven't seen your channel before?

[gulledhaydar]

Absolutely thrilled! I switched the database to PostgreSQL which was not a game-changer at all. The app works like a charm! I'm ready to showcase my new skill to the world! 😊

[tonymartinbasilio]

Thanks for the video. A very newbie question: can the direct integration be done in CHATGPT or similar AIs that would not require programming?

[farexBaby-urns]

Nice Mervin as always.. quick qn.. have you done one with a sql agent?

[renierdelacruz]

Great video again, and first person on this video to give you a "like"

[qualar]

Would be great if you could do another video on this but using local models like Llama3 or Deepseek.

[artur]

could be good but on prem. possible without API cohere?

[mehditaslimifar]

Thanks a lot, it would be awesome if you can integrate this (DB integration) into an autonomous agent case (i.e crewai, autogen etc)

[bertobertoberto]

What’s the point? Why not just run the sql and use the output directly if you’re already writing sql

[fintech]

Can you talk fullstack app but on custom GPT

[AIWalaBro-Bharatbhushan]

can we do this with opensource model from hugging face

[asiddiqi]

The way I made to talk mySQL DB was to ask LLM to extract data points from the query and construct a JSON payload with all require fields and then you can use it in an API call or in a SELECT query. Already did this with my conversational AI chatbot

[euroronaldauyeung]

why not ask the LLM to construct a SQL directly base on user enquiry and execute it, it will be much more impressive. As long as LLM read the database structure, it's achievable

[rahuldinesh]

This is great and is useful for many applications like chatbots.

[damianbenden]

Unecessary costs for something that can be done also with python etc