LLM Project | End to End Gen AI Project Using LangChain, Google Palm In Ed-Tech Industry
94.8 هزار بار بازدید -
11 ماه پیش
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This is an End-to-End LLM
This is an End-to-End LLM project using the langchain framework. We are building a question-and-answer system for a real e-learning company (no toy datasets). If you are new to GenAI and LLM application development, then this langchain tutorial will help you understand how to build the end-to-end application.
Code:
github.com/codebasics/langchain/tree/main/3_projec…
Langchain playlist: • LangChain Tutorials Playlist | LLM Tu...
⭐️ Timestamps ⭐️
00:00 Introduction
0:38 Project requirements analysis
4:08 Technical architecture
9:13 Google Makersuite overview, API key setup
11:50 Google palm in langchain
13:28 Langchain CSVLoader
15:04 Hugging face instructor embeddings
18:40 Vector database using FAISS
22:22 Langchain RetrieverQA
29:23 Putting it all together
38:53 Streamlit UI
Do you want to learn technology from me? Check codebasics.io/?utm_source=description&utm_medium=y… for my affordable video courses.
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11 ماه پیش
در تاریخ 1402/08/05 منتشر شده
است.
94,823
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