GPT 4 - Superpower Results With Search

Why GPT-4 can fail - hallucinations
What we can do with retrieval augmentation
How retrieval augmentation works
Scraping docs for LLMs
Preprocessing and chunking text for GPT4
Creating embeddings with text-embedding-ada-002
Creating the Pinecone vector database
Retrieving relevant docs with semantic search
GPT-4 generated answers
GPT-4 with augmentation vs. GPT-4 without
Building powerful tools is almost too easy