How to Directly Integrate Database in your AI Application?

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🚀 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:
Patreon: / mervinpraison
Ko-fi: ko-fi.com/mervinpraison
Discord: / discord
Twitter / X : / mervinpraison
Code: mer.vin/2024/03/cohere-tools-...
📝 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
📢 Subscribe and Click the Bell Icon to stay updated on our latest videos on Artificial Intelligence. Hit the Like Button to help more people like you discover this tutorial. Share your thoughts in the comments below, and let's build a community of AI innovators together!
#Cohere #FunctionCalling #Tools #Tool #CohereFunctionCalling #CohereTools #CohereTool #CommandRFunctionCalling #CommandRTools #IntegrateDatabase #IntegrateAIWithDatabase #AIDatabaseIntegration #AIDatabase #DatabaseAI #Integrate #Database #CohereAI #CohereTutorial #CohereAPI #FunctionCallingCohere #ToolsCohere #IntegrateMySQL #IntegratePostgres #MySQLIntegration #PostgresIntegration #CommandR

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Опубликовано:

5 авг 2024

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Комментарии : 27

@renierdelacruz4652 4 месяца назад

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

@MervinPraison 4 месяца назад

Thank you :)

@oryxchannel 4 месяца назад

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?

@farexBaby-ur8ns 3 месяца назад

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

@rahuldinesh2840 4 месяца назад

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

@MervinPraison 4 месяца назад

Yes

@MeinDeutschkurs 4 месяца назад

Great!

@MervinPraison 4 месяца назад

Thanks

@artur50 4 месяца назад

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

@SonGoku-pc7jl 4 месяца назад

thanks!

@bertobertoberto3 4 месяца назад

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

@juliovac2113 4 месяца назад

Exactly my thoughts... Was hoping to finally get some sort of NL2SQL but this is just a basic function call.

@MervinPraison 4 месяца назад

Very valid point. This is basic example for everyone to understand on how it can be integrated, but u can add another AI API call in the loop to convert NL2SQL

@leetkhan 4 месяца назад

Sometimes it’s not as simple as running a sql. User can ask anything which involves many unrelated tables. In that case it’s better and easier to use function calling. But instead of defining specific function, I just give a function that can run any query.

@savire.ergheiz 4 месяца назад

So that your employer can pay you more for wasting time 😂

@mehditaslimifar2521 4 месяца назад

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

@MervinPraison 4 месяца назад

Yes good idea

@mehditaslimifar2521 4 месяца назад

@@MervinPraison awesome :-), looking forward to it.

@AIWalaBro-Bharatbhushan 4 месяца назад

can we do this with opensource model from hugging face

@fintech1378 4 месяца назад

Can you talk fullstack app but on custom GPT

@asiddiqi123 4 месяца назад

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

@MervinPraison 4 месяца назад

Nice. Will try to create one similar

@euroronaldauyeung8625 4 месяца назад

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

@MervinPraison 4 месяца назад

Yes it is a nice idea. Will create a video to include that . This one I was focusing mainly on DB integration for beginners