Issues with Achieving Consistent Results in ChatGPT API for Link Identification

Daniel Masajada · 2024-12-25 20:59:13.420188+00

Gm and Merry Christmas! I’m experiencing issues with achieving consistent results in a prompt. I’m using ChatGPT 4o via the API and working with hundreds of lines where the prompt is intended to search for and identify outbound links in blog posts. It should be a relatively straightforward task, and while it succeeds at times, the results are unreliable. In cases where it should report a link, it sometimes incorrectly states that none exist. This isn’t the first time the results have failed on (what I consider) simple tasks. Does anyone know a solution to this?

Issues with Achieving Consistent Results in ChatGPT API for Link Identification | Clay

Daniel Masajada
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https://app.clay.com/workspaces/356389/tables/t_AWYe4PYWQnBV/views/gv_nD5Jvnz8vJxn
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To improve consistency in your ChatGPT API results for identifying outbound links, try adjusting these key parameters: 1. Set a lower "Creativity Level" (temperature) value closer to 0. This will make the model's responses more focused and deterministic, which is ideal for structured tasks like link identification. 2. Use a clear stop sequence to ensure the model stops generating at the right point, which can help maintain consistency in the output format. 3. Consider using the GPT-4 model explicitly (rather than letting it default) to ensure you're getting the most capable version for your task.If you're still experiencing inconsistencies after adjusting these parameters, you may want to request human support to help optimize your specific prompt structure. Source: ChatGPT: Generate text (legacy) with OpenAI/GPT
Daniel Masajada
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Where do I adjust creative level?
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In our ChatGPT integration, you can adjust the Creativity Level (temperature) in the input settings. This is a scale from 0-2, with 1 being the default value. Lower temperatures will produce more focused and consistent responses, while higher temperatures result in more creative and varied outputs. Sources: ChatGPT: Generate text with OpenAI/GPT ChatGPT: Generate text (legacy) with OpenAI/GPT
Daniel Masajada
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Where do i find the input settings?
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When using our ChatGPT integration, you can find the Creativity Level setting in the input parameters of your workflow. It's a field labeled "Creativity Level" where you can enter a value from 0-2, with 1 being the default. This setting controls the temperature parameter - lower values produce more focused and consistent responses, while higher values result in more creative and varied outputs. Sources: ChatGPT: Generate text (legacy) with OpenAI/GPT ChatGPT: Generate text with OpenAI/GPT
Daniel Masajada
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Is this option in Clay or in OpenAI’s platform settings?
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The Creativity Level setting is available directly within Clay's interface when using our ChatGPT integration. You can find it in the input parameters as a field labeled "Creativity Level" where you can enter a value from 0-2 (with 1 being the default).You can access this setting whether you're using Clay's managed OpenAI account or your own API key through the enrichment panel. Sources: ChatGPT: Generate text (legacy) with OpenAI/GPT Use AI integration overview | Documentation | Clay University
Daniel Masajada
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I can’t find that
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The Creativity Level setting can be found in the input parameters when setting up a ChatGPT action in your workflow. It's a field labeled "Creativity Level" where you can enter a value from 0-2 (1 is the default). This setting affects how varied the responses will be - higher values result in more creative responses, while lower values produce more focused outputs. Source: ChatGPT: Generate text (legacy) with OpenAI/GPT
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Looks like you're still looking for help. We're escalating this over to our support team and someone should be in touch soon. In the meantime, feel free to include any other information that may be helpful in solving your issue!
Bo (Clay)
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Hey, thanks for reaching out, Daniel. I do see you're trying to find an internal link. While it might seem easy for you, it isn't that easy to do multiple steps. What I would recommend here is to use the scrape website. I'm also seeing the prompts, and I would recommend making this more simple.
Daniel Masajada
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Hey Bo. Thanks and Merry Christmas. Not really sure how and what this does 😂 And regarding the prompts, what is your feedback there? Would prefer using the API to lower run costs if possible
Daniel Masajada
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OK just found the links, but is there a way to emulate this function via API?
Bo (Clay)
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I see - What's your goal here with finding the internal link? Merry christmas to you too!! :)

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