Feed GPT-3 API with Data-sets | OpenAI | Page 1

ember sentinel Jan 9, 2023, 1:30 PM

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Hey Everyone, I am looking on resources how I can feed GPT-3 API with Data-sets? For example my company handbook – that would be amazing. Can you guys share me a link to some info on that? Thanks

wise onyx Jan 9, 2023, 1:48 PM

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maybe this wil help you https://github.com/openai/openai-cookbook/blob/main/examples/Question_answering_using_embeddings.ipynb

GitHub

openai-cookbook/Question_answering_using_embeddings.ipynb at main ·...

Examples and guides for using the OpenAI API. Contribute to openai/openai-cookbook development by creating an account on GitHub.

ember sentinel Jan 9, 2023, 1:59 PM

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Thanks, I am aware it works by giving it 100 questions and answers. But can I feed it a huge handbook for example? Anyone know if this works?

tired plinth Jan 9, 2023, 9:28 PM

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you can use embedding. The way embedding works is to first create vectors for your knowledge base, then when you pose a question you first search your knowledgebase for the closest vectors to your question, then take the top matches and feed them as prompts to the model (like davinci). I'm personally not very happy with embedding results from my experiments. But I think a combination of embedding and fine-tuning will create better results.

#Feed GPT-3 API with Data-sets