OpenAI Alert! Plug Sample #11 - Next-generation chatbots, Zobot + ChatGPT Assistant

OpenAI Alert! Plug Sample #11 - Next-generation chatbots, Zobot + ChatGPT Assistant

Hi Everyone!
We have great news for all AI enthusiasts and ChatGPT users! The much anticipated Zobot integration with ChatGPT Assistant is now available with Plugs. 

Notes
Note:
  • SalesIQ offers native integration with OpenAI, supporting several ChatGPT models, including Assistant, under the ChatGPT card.
  • In this post, we’ll explore how to integrate ChatGPT Assistant with SalesIQ’s Zobot (Codeless Bot Builder) using Plugs
     for advanced customizations.

OpenAI has introduced 'ChatGPT Assistants' to customize GPT models as per your requirement. These Assistants work based on your data, instruction, files, functions and more, making it more susceptible to your needs. With Assistant, your SalesIQ bot can be more powereful than ever,  providing contextual assistance to your audience with data specifically exclusive for your business. 

Alert
Please ensure to have a ChatGPT Assistant in your OpenAI Platform to use this Plug.

Here's what the SalesIQ chatbot-Assistant brings to the table:
  • Targeted Responses: Your bot will be entirely specific to your business, ensuring a tailored experience for your audience, rather than relying on global data.
  • Omnichannel Availability: Bot works across all channels, including your mobile app, Website, Facebook, Instagram, WhatsApp, Telegram, and LINE.
  • Human-like conversations:  Engage your audience with natural, engaging interactions that feel human.
  • Always-on availability:  Provide 24/7 customer support with your bot, ready to engage with users anytime.


In this post, we will learn how to create a plug and connect your trained ChatGPT Assistant with your bot. 
Info
Are you new to SalesIQ? Click here to know about SalesIQ's chatbots and plugs. 

Plug Overview

The ChatGPT Assistant functions based on threads. Initially, you create a thread, add a message to it, and run the message to receive the Assistant's response. So, to integrate ChatGPT Assistant with the Codeless bot builder, we need two plugs.
  • Plug 1 - To create a thread (thread ID) using OpenAI API keys.
  • Plug 2 - To add a message to the thread using the thread ID, create a run and get the ChatGPT assistance's response. 


Info
Help guide to know more about how ChatGPT assistant works

How to build this Plug?

Step 1 - [Plug 1] Creating a thread for the visitor/user 
  • On your SalesIQ dashboard, navigate to Settings > Developers > Plugs > click on Add.
  • Provide your plug a name, and description, and select the Platform as SalesIQ Scripts. Here, we call this plug as ChatGPTAssistantsCreateThread. 
  • The first step in building the plug is defining the parameters. This plug aims to create a thread and get the thread ID as output. So, only the output parameter (threadID) is needed here. 


Copy the code below and paste it into your plug builder. Then, make the following changes. 
  • In line #2, replace your api_key (Navigate to the OpenAI developer section and click on API keys to create a new one)
  1. //ChatGPT api key
  2. api_key = "paste-your-api_key";
  3. //Header parameters
  4. headers = Map();
  5. headers.put("Authorization","Bearer " + api_key);
  6. headers.put("Content-Type","application/json");
  7. headers.put("OpenAI-Beta","assistants=v2");
  8. //This param is needed to use the V2 assistant apis
  9. // The following webhook will create a thread and return the thread id
  10. response = invokeurl
  11. [
  12. url :"https://api.openai.com/v1/threads"
  13. type :POST
  14. headers:headers
  15. ];
  16. response_json = response.toMap();
  17. thread_id = response_json.get("id");
  18. response.put("threadID",thread_id);
  19. return response;
  • Then, click Save, preview the plug and Publish it. 
Info
Reference:  OpenAI's Create a thread API

Step 2 - [Plug 2] Add a message to thread and get response 
  • From the previous plug, we will get the thread ID as output. 
  • Create a new plug, here we call this plug as ChatGPTAssistantsCreateRuns.
  • Pass the thread ID and the user/visitor input as input parameters. 
  • Once the plug is executed, we will get the ChatGPT Assistance's response, which is the output parameter. 
Input Parameters
  • Name: threadID | Type: String
  • Name: userInput | Type: String
Output Parameters
  • Name: assistantReply | Type: String


Copy the code below and paste it into your plug builder. Then, make the following changes. 
  • In line #2, replace your api_key (Navigate to the OpenAI developer section and click on API keys to create a new one.)
  • In line #3, replace your chatGPT_assistant_id (Navigate to the OpenAI developer scetion > Assistants > choose your Assistant and copy the Assistance ID.


  1. //ChatGPT api key
  2. api_key = "paste-your-api_key";
  3. chatGPT_assistant_id = "asst_4DuWZxC0RNagq0b8pnml4ZPf";
  4. //Header parameters
  5. headers = Map();
  6. headers.put("Authorization","Bearer " + api_key);
  7. headers.put("Content-Type","application/json");
  8. headers.put("OpenAI-Beta","assistants=v2");
  9. //Get the thread ID from the plug input parameters
  10. thread_id = session.get("threadID").get("value");
  11. user_input = session.get("userInput").get("value");
  12. info thread_id;
  13. info user_input;
  14. // Messages API call
  15. requestBody = Map();
  16. requestBody.put("role","user");
  17. requestBody.put("content",user_input);
  18. jsonRequestBody = requestBody.toString();
  19. // The following webhook posts a message to the conversation thread
  20. response = invokeurl
  21. [
  22. url :"https://api.openai.com/v1/threads/" + thread_id + "/messages"
  23. type :POST
  24. parameters:jsonRequestBody
  25. headers:headers
  26. ];
  27. info response;
  28. // Runs API call
  29. requestBody = Map();
  30. requestBody.put("assistant_id",chatGPT_assistant_id);
  31. jsonRequestBody = requestBody.toString();
  32. // The following runs the thread which inturn generates a response once the thread is completed
  33. response = invokeurl
  34. [
  35. url :"https://api.openai.com/v1/threads/" + thread_id + "/runs"
  36. type :POST
  37. parameters:jsonRequestBody
  38. headers:headers
  39. ];
  40. response_json = response.toMap();
  41. run_id = response_json.get("id");
  42. run_status = "queued";
  43. retry_count = {1,2,3,4,5};
  44. for each  retry in retry_count
  45. {
  46. if(run_status != "completed")
  47. {
  48. // The above executed run takes few seconds to complete. Hence a considerable time has to be left before the run is completed and the messages are fetched from the thread can be fetched. Here we wait for 3 seconds assuming the run gets complete within 3 seconds
  49. getUrl("https://httpstat.us/200?sleep=3000");
  50. response = invokeurl
  51. [
  52. url :"https://api.openai.com/v1/threads/" + thread_id + "/runs/" + run_id
  53. type :GET
  54. headers:headers
  55. ];
  56. response_json = response.toMap();
  57. run_status = response_json.get("status");
  58. }
  59. }
  60. // The following webhook fetches the messages from the thread
  61. getmsg_url = "https://api.openai.com/v1/threads/" + thread_id + "/messages";
  62. response = invokeurl
  63. [
  64. url :getmsg_url
  65. type :GET
  66. headers:headers
  67. ];
  68. info response;
  69. response_json = response.toMap();
  70. // Getting the last message from the thread messages list which is the assistant response for the user input.
  71. assistant_response = response_json.get("data").get("0").get("content").get("0").get("text").get("value");
  72. info assistant_response;
  73. response = Map();
  74. response.put("assistantReply",assistant_response);
  75. return response;
  • Then, click Save, preview the plug and Publish it. 

Step 3 - Adding plugs to the Codeless bot builder
  • Navigate to Settings > Bot > Add, provide the necessary information, and select Codeless Bot as the bot platform. You can also open an existing bot.
  • Next, click on Plugs under Action cards, select the first plug (ChatGPTAssistantsCreateThread), and provide a name to save the output (thread_id).

  • Use the visitor fields card, click save in bot context, and provide a name to store the visit
  • Then, select Plug 2 (ChatGPTAssistantsCreateRuns) and pass the value for the parameters
    • thread_id (Input) - The output of the previous Plug
    • user_input (Input) - The visitor's question/input from visitor fields card. 
    • assistant_reply (Output) - The final response from the ChatGPT assistance. 

  • Finally, use any response/input card to display the response to the visitor by typing the % to get the context variable (%assistant_reply%) in the message text box. Here, the button card is used along with the follow-up actions. 
Alert
Note: 
  • The ChatGPT Assistant APIs are still in beta, so it's better to have a fallback flow in the bot until they are stable. 
  • Manage the plug failure instances within the plug failure leg by directing your users to operators using the "Forward to Operator" card or use the "Busy response" card to get the user's question, put them on the missed chats. Additionally, you can also "Send Email" card to notify yourself about the user's inquiry. 

  • The buttons, "I've another question", is used to get next question from the visitor. Use a Go To card and route it to visitor fields card to ask next question. 

I hope this was helpful. Please feel free to comment if you have any questions. I'll be happy to help you. 

Best regards
Sasidar Thandapani

    • Recent Topics

    • email template

      How do I create and save an email template

    • Enhancements in Portal User Group creation flow

      Hello everyone, Before introducing new Portal features, here are some changes to the UI of Portals page to improve the user experience. Some tabs and options have been repositioned so that users can better access the functionalities of the feature. From

    • Archiving Contacts

      How do I archive a list of contacts, or individual contacts?

    • How do I filter contacts by account parameters?

      Need to filter a contact view according to account parameter, eg account type. Without this filter users are overwhelmed with irrelevant contacts. Workaround is to create a custom 'Contact Type' field but this unbearable duplicity as the information already

    • Can I add Conditional merge tags on my Templates?

      Hi I was wondering if I can use Conditional Mail Merge tags inside my Email templates/Quotes etc within the CRM? In spanish and in our business we use gender and academic degree salutations , ie: Dr., Dra., Sr., Srta., so the beginning of an email / letter

    • email moderation issue when email is sent in the name of a mail group

      Symptom: an email that is sent by a mail group moderator in the name of a moderated mail group is held back for approval. Reproduction: Create a moderated mail group with members and moderators. Allow that mails can be sent in the name of the group (extended settings). Send an email to the group as a group moderator, but in the name of the group. This mail is held back for moderation which is unexpected. Expected: A mail sent by group moderator to a moderated group are not held back for moderation

    • blank page after login

      blank page after logging into my email account Thanks you

    • Introducing the revamped What's New page

      Hello everyone! We're happy to announce that Zoho Campaigns' What's New page has undergone a complete revamp. We've bid the old page adieu after a long time and have introduced a new, sleeker-looking page. Without further ado, let's dive into the main

    • Always display images from this sender – Is this feature available?

      In Zoho mail, I had my "Load external images" setting set to "Ask me", and that's fine. That's the setting I prefer. What's not fine though is I always need to tick "Display now" for each email I get, regardless if I've done that multiple times from several

    • Function #9: Copy attachments of Sales Order to Purchase Order on conversion

      This week, we have written a custom function that automatically copies the attachments uploaded for a sales order to the corresponding purchase order after you convert it. Here's how to configure it in your Zoho Books organization. Custom Function: Hit

    • Free webinar: Security that works: Building resilience for the AI-powered workforce

      Hello there, Did you know that more than 51% of organizations worldwide have experienced one or more security breaches, each costing over $1 million in losses or incident response? In today’s threat landscape, simply playing defense is no longer enough.

    • "Subject" or "Narration"in Customer Statement

      Dear Sir, While creating invoice, we are giving in "Subject" the purpose of invoice. For Example - "GST for the month of Aug 23", IT return FY 22-23", "Consultancy", Internal Audit for May 23". But this subject is not coming in Customer Statement. Only

    • Apply Vendor Credit Automatically

      Hello!!! Is there a way where in we can apply vendor credits automatically on the FIRST OUTSTANDING BILL of the vendor?? We have lots of VENDOR CREDITS ISSUES mostly!!! Applying it manually is a pain for us. Would be great if we have a way to apply the

    • Zoho Notebook Sync problem

      I'm facing a problem with syncing of notebook on android app. It's not syncing. Sometimes it syncs after a day or two.  I created some notes on web notebook but it's not syncing on mobile app. Please help!!!!

    • Apply Vendor Credits Automatically

      We are bulk importing Vendor credits in Zoho Books!!! Is there a way to apply vendor credits automatically to the first UNPAID bill of the Vendor?

    • Cant Save Gauge on Creator Page

      How to Save Gauge on Creator Page see movie https://vimeo.com/1116410860?share=copy#t=0

    • Apply Advance option not shown in report

      We are facing an issue in Zoho Expenses. While approving an Expense Report, the "Apply Advance" option is not appearing under the three dots (More Options). Details: Module: Expense Reports Issue: "Apply Advance" option not visible Status of Report: Awaiting

    • Auto Capitalize First Letter of Words

      Hi I am completely new to ZOHO and am trying to build a database. How can i make it when a address is entered into a form field like this: main st it automatically changes is to show: Main St Thank You

    • Follow-up emails via Workflow Automation not staying in the same thread

      Dear Zoho Support Team, I am currently using Workflow Automation in Zoho Campaigns to send follow-up emails. In my test case, I noticed the following behavior: All emails in the automation have the same subject line. If the follow-up email is sent within

    • Client Script refuses to set an initial value in Subform field

      I tried a very simple, 1 line client script to set a default value in a custom subform field when the "Add Row" button is clicked and the user is entering data. It does not work - can someone tell me why? ZDK documentation suggests this should be doable.

    • Emails Are Not Being Delivered to My Inbox

      Hello Zoho Support Team, I am experiencing an issue with my Zoho Mail account. The most important problem is that emails are not being delivered to my inbox. Details: My Zoho Mail address: info@coreforcelife.com What happens: I am not receiving any incoming

    • Help Center IFrame Issue

      I have had a working Help Center on my website using an iframe for a while. But now for some reason the sign in page gets a refused to connect error. Can someone please help. If I go to the url manually it works correclty

    • Staff rules

      Hi! Do you people know what are the default staff rules when a new booking is created? We have two staff members in my team (me as the admin, and my employee). As we share the same services, I'm wondering how Zoho will pick the staff for new apointments.

    • Comment Templates

      Is it possible to add a template option for comments? We have some agents in the process who's responses require a pre-formatted layout. It would be incredibly handy to have a template for them where they can insert the template and then add their responses

    • [ZohoDesk] Improve Status View with a new editeble kanban view

      A kanban view with more information about the ticket and the contact who created the ticket would be valueble. I would like to edit the fields with the ones i like to see at one glance. Like in CRM where you can edit the canvas view, i would like to edit

    • Adding Markdown text using Zoho Desk API into the Knowledge Base

      Hi Zoho Community members, We currently maintain the documentation of out company in its website. This documentation is written in markdown text format and we would like to add it in Zoho Knowledge Base. Do you know if there is REST API functionality

    • An Exclusive Session for Zoho Desk Users: AI in Zoho Desk

      A Zoho Community Learning Initiative Hello everyone! This is an announcement for Zoho Desk users and anyone exploring Zoho Desk. With every nook and corner buzzing, "AI's here, AI's there," it's the right time for us to take a closer look at how the AI

    • Shared values: From classroom lessons to teaching moments in customer service

      While the world observes Teachers’ Day on October 5, in India, we celebrate a month earlier, on September 5, to mark the birth anniversary of Dr. Sarvepalli Radhakrishnan, a great teacher, renowned scholar, educationist, and advocate for empowerment.

    • Create a list of customers who participated in specific Zoho Backstage events and send them an email via Zoho CRM

      How to create a list of customers who participated in specific Zoho Backstage events and send them an email via Zoho CRM? I was able to do a view in CRM based on customer that registered to an event, but I don't seems to be able to include the filter

    • Zoho Desk blank page

      1. Click Access zoho desk on https://www.zoho.com/desk/ 2. It redirects to https://desk.zoho.com/agent?action=CreatePortal and the page is blank. Edge browser Version 131.0.2903.112 (Official build) (arm64) on MacOS

    • I hate the new user UI with the bar on the left

      How can I reverse this?

    • Question regarding import of previous deals...

      Good afternoon, I'm working on importing some older deal records from an external sheet into the CRM; however, when I manually click "Add New Deal" and enter the pertinent information, the deal isn't appearing when I look at the "Deals" bar on the account's

    • Client Script also planned for Zoho Desk?

      Hello there, I modified something in Zoho CRM the other day and was amazed at the possibilities offered by the "Client Script" feature in conjunction with the ZDK. You can lock any fields on the screen, edit them, you can react to various events (field

    • One person/cell phone to manage multiple accounts

      Hi. I have a personal Free account to keep my own domain/emails. Now I need to create a Business account to my company's own domain, but I have only one mobile phone number I use to everything. How do I do to manage this? Can I manage a Free domain and

    • Tracking KPIs, Goals etc in People

      How are Zoho People users tracking employee targets in People? For example, my marketing assistant has a target of "Collect 10 new customer testimonials every month". I want to record attainment for this target on a monthly basis, then add it to their

    • Zoho Desk: Ticket Owner Agents vs Teams

      Hi Zoho, We would like to explore the possibility of hiding the ‘Agents’ section within the Ticket Owner dropdown, so that we can fully utilise the ‘Teams’ dropdown when assigning tickets. This request comes from the fact that only certain agents and

    • Can not Use Attachment Button on Android Widget

      this always pops up when I touch the attach button on android widget. going to settings, there is no storage permission to be enabled. if I open the app, and access the attach feature there, I can access my storage and upload normally.

    • Announcing new features in Trident for Mac (1.24.0)

      Hello everyone! Trident for macOS (v.1.24.0) is here with interesting features and thoughtful enhancements to redefine the way you plan and manage your calendar events. Here's a quick look at what's new. Create calendar events from emails. In addition

    • Vendor Master Enhancements for Faster Purchase Entry

      I’d like to suggest a few features that will improve accuracy and speed during purchase voucher entry: Automated Item Tax Preference in Vendor Master Add an option to define item tax preference in the vendor master. Once set, this preference should automatically

    • Mass Mail Statistics - Number of unsent emails

      How do I find out which emails were not sent?

    • Next Page