End To End Text To SQL LLM App Along With Querying SQL Database Using Google Gemini Pro

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In this video we will be developing an end to end LLm application using Google Gemini Pro where we will create Text To SQL LLM App and later retrieving query from sql database
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Hi Krish! Lately I've been watching your videos on GenAi and I'm so glad that someone is putting up content on actually using these openly available models for real world use cases! However I would like to see more and more videos on domain specific fine tuning! Ive practically seen domain specifically fine tuned models with around 200M, 300M parameters generating results far better than generic models like Gemini, GPT3.5 turbo etc which are huge! I'm looking forward to a full length video from you on actually fine tuning smaller LLMs like T5 (base/small openly available) for domain specific tasks like text2sql and benchmark those scores with the results produced in this video!! Lighter models and more accurate results are always exciting to watch!

karthikmurumalla
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You are great Sir learning stats and Eda from you. Very smooth explanation. 🎉🎉

BharatPatnawallah
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Thankyou sir🙏, from past 2 month I following your video.

shivamjha
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Wonderful video Krish. Beautifully explained. Keep posting.

archowdhury
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Krish mast banaya hai... I will try this in my ofc sample data

datasciencegyan
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Nice one, sir. I am from Nigeria and got convinced in one of your videos to join Pwskills FSDSP batch. Please, I am still waiting for you. I need you in this industry.

Thanks for all you do

adikankwucharles
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can you please put up a video on fine tuning this with a specific context? lets say i want to delevop this for a cilent. How would we go about then?

darshandaga
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thank you for the useful informations you provide in all of your videos, i have a question regarding this video, can we add a performance metric to make sur the query is correct

wassimdiai
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This video is really helpful for me, sir I have one doubt can we use ready made data

somethingnew
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Krishna, great content! Can we use this for generating pictorial output representation.

palashjain
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Thank you Krish, this video was great! Now I have a question, I am an app developer and I use database services such as Firefox or Parse Sever, do you have any idea how to approach the same with those databases?

AtitedigotvBlogspot
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What is the best way to have an offline LLM interacting with sqlite db?

mohamedelzonkoli
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Hi Krish, thanks for the amazing video.
Can you please help to create a similar solution using open source llm models like codellama. How can we fine tune the open source llm model to work like text to sql solution

miteshgarg
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Hi Krish, thanks for the amazing video.
Can you please help to create a similar solution using llama2 models . How can we fine tune the open source llm model to work like text to sql solution

dsqcgek
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Great Video Dear Krish Naik Sir :")
Can I use this approach for larger projects ???
Like i have HRMS project which has so many tables and data,
can you please answer to my question wether this approach is suitable or I have to use different approach ????

Shivang
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damn this is crazy, what a great video. How would one go about scaling this application for a larger dataset and maybe for different kinds of data like geospatial etc?

krishnaprasadsheshadri
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Sir could you post a video on your time management.

lenkamndev
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Is there a way to use Data Dictionary to train LLM model to generate SQL queries later on?

abhishekfnu
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Hello Krish, how do I fix a 'DefaultCredentialsError'? I can't seem to get the app answering questions despite inputing my Api key. Thanks

bellosaburoladipupo
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I have a doubt. Will this send my Database contents/schema along with API request to LLMs for queries I ask ?

tharunps