LLM Project | End to end LLM project Using Langchain, Google Palm in Retail Industry

Build End-to-End LLM project for a retail domain (T-shirts selling store). We will use SQL Database chain in Langchain along with a few shot learning to build a question and answer system that can talk to MySQL database and generate answers.

Code: https://github.com/codebasics/langchain/tree/main/4_sqldb_tshirts
Langchain, LLM playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu0N_0W6giDXzZIcB07Ng_F

Here is the tech stack for this project,
* UI: Streamlit
* LLM: Google Palm LLM model
* Embeddings: Hugging Face
* Framework: Langchain

⭐️ Timestamps ⭐️

00:00 Introduction
00:26 Project Requirements
03:47 Technical Architecture
07:46 Google Palm API key set up
10:17 MySQL Database Setup
12:58 Simple SQL DatabaseChain in Langchain
29:37 Few Shot Learning
48:38 Streamlit UI
Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses.

Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website.

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