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# Powering your products with ChatGPT and your own data
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The Chatbot Kickstarter is a starter repo to get you used to building basic a basic Chatbot using the ChatGPT API and your own knowledge base. The flow you're taken through was originally presented with [these slides](https://drive.google.com/file/d/1dB-RQhZC_Q1iAsHkNNdkqtxxXqYODFYy/view?usp=share_link), which may come in useful to refer to.
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The Chatbot Kickstarter is a starter repo to get you used to building a basic Chatbot using the ChatGPT API and your own knowledge base. The flow you're taken through was originally presented with [these slides](https://drive.google.com/file/d/1dB-RQhZC_Q1iAsHkNNdkqtxxXqYODFYy/view?usp=share_link), which may come in useful to refer to.
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This repo contains one notebook and two basic Streamlit apps:
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- `powering_your_products_with_chatgpt_and_your_data.ipynb`: A notebook containing a step by step process of tokenising, chunking and embedding your data in a vector database, and building simple Q&A and Chatbot functionality on top.
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- This is a simple starting point - if you hit issues deploying your use case you may need to tune (non-exhaustive list):
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- The prompt and parameters for the model for it to answer accurately
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- Your search to return more relevant results
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- Your chunking/embedding approach to store the most relevant content effectively for retrieval
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- Your chunking/embedding approach to store the most relevant content effectively for retrieval
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