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LLM Project | End to End LLM Project Using LangChain, Google Palm In Ed-Tech Industry
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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:
⭐️ 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
#️⃣ Social Media #️⃣
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Code:
⭐️ 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
#️⃣ Social Media #️⃣
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