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transitive-bullshit committed Nov 6, 2023
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# Chatbot Example with RAG from the Huberman Lab Podcast
# Chatbot Example

This is a more involved example using `dexter` to build a basic chatbot using RAG. It indexes 100 transcript chunks from the [Huberman Lab Podcast](https://hubermanlab.com) into a [hybrid Pinecone datastore](https://docs.pinecone.io/docs/hybrid-search) using [OpenAI ada-002 embeddings](https://platform.openai.com/docs/guides/embeddings) for the dense vectors and a [HuggingFace SPLADE model](https://huggingface.co/naver/splade-cocondenser-ensembledistil) for the sparse embeddings.

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