Using the OpenAI Action Templates

1. Go to Automation AI > Use Cases > Dialogs and click Create a Dialog Task.
2. Under Integration, select OpenAI.
3. If no integration is configured, click Explore Integrations to set one up. See Actions Overview.

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Supported Actions

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Generate Answers from Context

1. Install the template from OpenAI Action Templates.
2. The Generate answers from context dialog task is added with the following components:
   • answerGeneration – User intent to generate answers.
   • paragraph and question – Entity nodes for the required details.
   • answerGenerationService – Bot action service to generate answers. Click Edit Request: Sample Request:
     {
       "model": "text-davinci-003",
       "prompt": "Context: <your context text> Q: <your question>",
       "temperature": 0,
       "max_tokens": 256,
       "top_p": 1,
       "frequency_penalty": 0,
       "presence_penalty": 0
     }
     
     You can enter a maximum of 1500 words with no line breaks, single or double quotes in the content.
     Click +Add Response: Sample Response:
     {
       "id": "cmpl-6f2Q0ZeQIOoSpX428wUr3rp7T7zgc",
       "object": "text_completion",
       "created": 1675238764,
       "model": "text-davinci-003",
       "choices": [
         {
           "text": "\n\nA: Under this policy, you can avail a maximum relocation reimbursement of up to $20,000, inclusive of tax gross-up.",
           "index": 0,
           "logprobs": null,
           "finish_reason": "stop"
         }
       ],
       "usage": {
         "prompt_tokens": 396,
         "completion_tokens": 30,
         "total_tokens": 426
       }
     }
     
   • answerGenerationMessage – Message node to display responses.
3. Click Train, then Talk to Bot to test:
4. Enter a question based on context when prompted:

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Extract Skills from Resume

1. Install the template from OpenAI Action Templates.
2. The Extract Skills from resume dialog task is added with the following components:
   • extractSkills – User intent to extract skills from resume content.
   • resume – Entity node for extracting skills.
   • extractSkillsService – Bot action service to extract skills. Click Edit Request: Sample Request:
     {
       "model": "text-davinci-002",
       "prompt": "<resume content>",
       "temperature": 0.7,
       "stop": "Q:"
     }
     
     You can enter a maximum of 1500 words with no line breaks, single or double quotes in the content.
     Click +Add Response: Sample Response:
     {
       "id": "cmpl-6U8OZ4pJmLgGliKfCgfBjzgUgEV5Q",
       "object": "text_completion",
       "created": 1672640131,
       "model": "text-davinci-002",
       "choices": [
         {
           "text": "\n\n-Advanced automated aerated system-Wi-Fi technology-ESP8266 Wi-Fi module",
           "index": 0,
           "logprobs": null,
           "finish_reason": "stop"
         }
       ],
       "usage": {
         "prompt_tokens": 163,
         "completion_tokens": 27,
         "total_tokens": 190
       }
     }
     
   • extractSkillsMessage – Message node to display responses.
3. Click Train, then Talk to Bot to test.
4. Enter resume content when prompted:
5. The VA extracts skills from the resume content: