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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
0:45 Project requirements analysis
4:25 Technical architecture
8:35 Google Makersuite overview, API key setup
12:04 Google palm in Langchain
14:15 Langchain CSVLoader
15:38 Hugging face instructor embeddings
19:50 Vector database using FAISS
24:55 Langchain RetrieverQA
31:16 Putting it all together with Streamlit UI
#️⃣ Social Media #️⃣
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Code:
⭐️ Timestamps ⭐️
00:00 Introduction
0:45 Project requirements analysis
4:25 Technical architecture
8:35 Google Makersuite overview, API key setup
12:04 Google palm in Langchain
14:15 Langchain CSVLoader
15:38 Hugging face instructor embeddings
19:50 Vector database using FAISS
24:55 Langchain RetrieverQA
31:16 Putting it all together with Streamlit UI
#️⃣ Social Media #️⃣
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