Use AI to Analyse Your Database (Pandas AI)

Рет қаралды 6,868

Күн бұрын

Welcome to a thrilling tutorial where we dive into the world of Panda's AI to enhance your data interaction experience! 🌐📊 Today, we'll explore how to integrate AI seamlessly with your Excel sheets, CSV files, and databases using Panda's AI. Whether you're a data scientist, developer, or a curious learner, this video is your gateway to leveraging AI for more dynamic data analyses and visualisations. Pandas AI: Use AI to Analyse Your Database
🔍 What You Will Learn:
How to install and set up Panda's AI.
Methods to integrate your data with Groq and Ollama for rapid and insightful analytics.
Creating an intuitive user interface for interactive database queries.
👨‍💻 Step-by-Step Guide:
Installation of necessary packages and setting up your environment.
Integrating Groq for enhanced speed and Ollama for maintaining data privacy.
Employing natural language queries to fetch and analyse data effortlessly.
🎥 Why Watch This Video?
Learn to harness the power of AI in your everyday data tasks.
Improve your productivity and data analysis skills.
Get practical, step-by-step instructions and see real-time results.
Don't forget to like, share, and subscribe for more insightful content like this. Hit the bell icon to stay updated on all our latest videos! 🔔
Timestamps:
0:00 - Introduction to Panda's AI
0:53 - What is Panda's AI?
1:07 - Setting up Panda's AI
2:15 - Integrating Gro and Olama
3:19 - Running the code: Querying data
4:21 - Integrating with a database
5:34 - Launching the user interface
6:02 - Live demonstration and results
🔗 Resources:
Sponsor a Video: mer.vin/contact/
Do a Demo of Your Product: mer.vin/contact/
Patreon: / mervinpraison
Ko-fi: ko-fi.com/mervinpraison
Discord: / discord
Twitter / X : / mervinpraison
Code: mer.vin/2024/05/pandas-ai-dat...
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Пікірлер: 23

@six1free Күн бұрын

the one thing that could make this better is to connect it to a local gguf or downloaded model

@Van-Helssen Ай бұрын

Thanks Mervin, I’m going to connect this into my nginx logs to see some interesting patterns and show me how many times it repeats some action and then how to fix it. Amazing! ❤

@BrandonHortman Ай бұрын

I really like this video. Great job

@bookssums Ай бұрын

Outstanding!

@sr.modanez Ай бұрын

Thanks so much for the ever amazing content

@jamesmufugi5316 Ай бұрын

Wow, cool!

@Canna_Science_and_Technology Ай бұрын

lol! I know it’s easy to miss but your comment about the, Select * from countries” , conn) conn is your sql connection and not country. ;-) Love your videos.

@norbertschmidt Ай бұрын

Nice, thanks so much, i have gigabytes of data that i can finally chat with 😊

@sachintiwari2794 Ай бұрын

This is awesome 😎 Could you please teach us on RAG over source code repository and extract methods along with called method name with classname

@temp911Luke Ай бұрын

Hi, could you make a video on how to do the same but in LM Studio ? Thx

@pramit111 Ай бұрын

can you make a crew with 3 agents where we provide just the excel or csv file. and task 1: read csv file , also provide description of columns task 2 : decide what analysis can be done on that data task 3 : perform those analysis task 4 : output the analysis.

@alokmaurya8100 Ай бұрын

Create a Marketing AI Agent using Devin AI

@Rinfinity-disturbed Ай бұрын

Do we need to provide Groq Api key or just keep as it is here.

@michaelmuyakwa4269 Ай бұрын

I only see examples with PandasAI with a single table, which is unrealistic in most cases. I would like to see an example with a slightly more complex database. I tested it with the SmartDatalake instead of the SmartDataframe. Also the agent. But it was unsuccessful in most cases. One table for employees, another for their holidays. Just working with 2 tables rendered PandasAI useless in most cases. Adding (insert) data into a table was always unsuccessful, even though it said it was doing the input.

@MervinPraison Ай бұрын

Thanks for your feedback. Will try testing with more tables next time. Also worth posting this feedback back in pandasai GitHub , so they can improve

@riteshpatel238 12 күн бұрын

It's cool but isn't it exposing the data to model? If so, then it could a possible risk

@dudududuev5335 Ай бұрын

I don't mean this video specifically.

@dudududuev5335 Ай бұрын

I'm trying to watch your videos, but unfortunately I'm not familiar with the programming language. And there are a lot of people like me. Could you give some attention to people like me and make your videos clearer explanations and clearer instructions?

@alitalalhaidar6488 Ай бұрын

You are right

@riggitywrckd4325 Ай бұрын

If you have trouble just go talk to Claude about the parts you don't understand. It helps a lot when learning to code. It's all pretty standard which is why he jumps through like he does. Just take your time and read the code linked in the description and if it doesn't make much sense go through it with claude.