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Hallucination in LLMs
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Classroom Contents
Fixing LLM Hallucinations with Retrieval Augmentation in LangChain
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- 1 Hallucination in LLMs
- 2 Types of LLM Knowledge
- 3 Data Preprocessing with LangChain
- 4 Creating Embeddings with OpenAI's Ada 002
- 5 Creating the Pinecone Vector Database
- 6 Indexing Data into Our Database
- 7 Querying with LangChain
- 8 Generative Question-Answering with LangChain
- 9 Adding Citations to Generated Answers
- 10 Summary of Retrieval Augmentation in LangChain
