End To End Text To SQL LLM App with MYSQL , SteamLit & LangChain using Google Palm

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In this end to end LLM project we will be creating a TEXT to SQL application that will take your natural language and query MYSQL database using SQL at the backend. It will be able to answer simple to complex data analysis questions from the database using our application. Have fun creating the app!!

#langchain #streamlit #mysql #sql
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  2. text to sql LLm APP
  3. LLM App using Google Palm
  4. langchain
  5. google palm 2 tutorial
  6. google palm api tutorial
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Комментарии
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what is the role of vector database here. SQL is pulling the data from SQL directly hence where we are refering the vector db details?

Jeganbaskaran
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Its just a basic one right if we want to generate complex queries like subqueries, ranking, window functions how can u update ur code accordingly i am also working same but in my case i am using sqlcoder-7b-2 step 1 db connection step 2 model setup step 3 prompt building step 4 code execution step 5 visualization step 6 making ui using streamlit i have built upto complex query generation but ur video motivated me a lot thank u

hariprakashroyal
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can also u provide a github repository? it will help a lot, thanks

sirxczhu
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how i can get the sample database in video?

CloudGoogle-mh
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Great Video - could you include python source code?

bobmacinnis
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arey prmpt template template to dikhao

learningcore