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. 

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. 

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. 
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. 


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. 
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. 
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

    • [Webinar] Zoho Writer for law firms and legal professionals

      Are manual processes slowing down your legal practice? Are you ready to simplify document management and free up more time for your team to focus on what truly matters? Join us on January 16, 2025, for an exclusive Zoho Writer webinar designed specifically

    • Set up multiple IMAP email addresses

      Hi, I just started using CRM and its great, but I just found out I can only add one imap email address for incoming mail in the included salesinbox ...this is ridiculous. All companies have different email such as sales@domain, info@domain , personal@domain

    • Introducing Bin Locations In Zoho Inventory

      Hello users, We are excited to let you know that your wait for the Bin Locations feature has now come to an end! Yes, you heard us right! We are here to introduce the much-awaited Bin Locations now in Zoho Inventory. But before we dive into the feature

    • Search function not working anymore

      Hi! The search function is not working anymore. How can we solve this problem?

    • Zoho CRM search not working

      The search bar is not showing any results in our CRM installation. We have a lot of items and can not search them by using the navigation each time. Can someone please check this asap.

    • How to send mail with js SDK

      Hell o I'm using https://live.zwidgets.com/js-sdk/1.2/ZohoEmbededAppSDK.min.js, for my widget in CRM (built with sigma) Is it possible to send email from js file, I try ti use that ZOHO.CRM.API.sendMail({ "Entity": "Accounts", "RecordID": sharedVariableEntityId,

    • In ZohoCRM Dashboards - Editing Shown Columns on Drilldown of Components

      Hello! I'm working with some Dashboards inside of ZohoCRM. When creating a component (In this case, specifically a KPI Ranking Component), I'd like to customize which fields show when trying to drilldown. For example, when I click on one of the sales

    • Feature request - pin or flag note

      Hi, It would be great if you could either pin or flag one or more notes so that they remain visible when there are a bunch of notes and some get hidden in the list. Sometimes you are looking for a particular name that gets lost in a bunch of less important

    • Flow with CRM

      Hello, I have a simple flow that uses a web hook to enter data into a Sales Order. I have the web hook sending Flow data which has a PO field. If the PO has a special character like - or / or \ the task fails. How can I get the flow to be okay with the

    • SendMail in CRM Deluge function rejects a validated email address

      In a CRM Deluge function, the email address is considered invalid. Is there another method by which it can be validated? It's unacceptable in my current situation to use either the zoho.loginuserid or adminuserid as the From address.

    • how do i remove a specific Zoho Service from my account

      I no longer need Zoho CRM, ZRM Assist nor ZRM BugTracker. How do I remove them from the list of apps for my account?

    • Dialing Microsoft Teams Phone Service via Zoho CRM

      I am using the VOIP option in Microsoft teams for my office phone system. I was hoping to have a way to dial numbers directly from Zoho CRM, but don't see anything in the Teams Integration or in the Telephony integration that will enable this. Does anyone

    • Link project tasks to tasks in CRM and/or other modules.

      Hello, I have created and configured a project in Zoho Projects with a set of tasks. I would now like to link these tasks (I imagine according to the ID of each one) to actions in the CRM: meetings, tasks, analytics). The aim is to link project tasks

    • Introducing 'Queries' In Zoho CRM

      Hello everyone! We are here with an exciting feature - Queries in Zoho CRM! A little context before we dive right into the feature specifics :) In today’s fast-paced business environment, immediate access to relevant data is essential for informed decision-making.

    • How to map a global picklist from one module to another

      Hi there, i currently have a new field that is called sales office which we use for permission settings between our different offices located in different countries. It is a global set picklist with three different options: MY, SG and VN. I want to be

    • Build custom AI solutions with Catalyst’s QuickML capabilities in CRM

      Hello everyone, We’re thrilled to announce an improvement for our Zoho CRM Enterprise users: the ability to create custom AI solutions using Catalyst’s QuickML directly from Zoho CRM. As you may already know, Zia, Zoho CRM’s AI-powered assistant, offers

    • Unveiling Cadences: Redefining CRM interactions with automated sequential follow-ups

      Last modified on 01/04/2024: Cadences is now available for all Zoho CRM users in all data centres (DCs). Note that it was previously an early access feature, available only upon request, and was also known as Cadences Studio. As of April 1, 2024, it's

    • Pay Contractor Timesheets

      I have contractors that fill out a timesheet. Each hour must be assigned to a current client. I need the easiest way to get the contracts paid. They are paid on an hourly bases. How can this be done?

    • Inventory Valuation Method Feature

      Zoho added another feature so called Inventory Valuation Method of each Item. This is actually good to see and it will benefit us so much but I have a question on this. For Existing Items that already have transactions, Zoho made it a default and assumed

    • Set up slack alert based on a field changing from one option to any other

      Hi, I'm trying to set-up a workflow to send a slack alert if a field changes from one option to any other. I've set-up a workflow to trigger on Edit and when a specific field gets modified but the only option I have 'is modified to' when really it should

    • Better UI more user friendly

      Hello everyone, I think all finance apps, especially Zoho Books, would benefit from the following suggestions/ notes: 1. Grouping Fields in Zoho Books: Unlike Zoho CRM, Zoho Books does not seem to have an option to create sections or group fields. This

    • Chronicles of 2024: The Year in Retrospect

      As we close out 2024, let’s take a moment to highlight the new features and updates that have enhanced Zoho Invoice in 2024. Among the exciting enhancements, we have launched a new AI-powered chatbot designed to assist you in understanding the app's features

    • Power of Automation :: Automatically archive your inactive Projects

      Hello Everyone, A custom function is a software code that can be used to automate a process and this allows you to automate a notification, call a webhook, or perform logic immediately after a workflow rule is triggered. This feature helps to automate

    • 554 5.1.8 Email Outgoing Blocked

      HELP!!!!! My e-mail marymariya@zoho.com is blocked. Error: 554 5.1.8 Email Outgoing Blocked The third day I am writing to the forum, but zohosupport is not responding. Why? What is the problem? I ask to help solve the problem, because I can not communicate with my customer base.

    • Zoho Inventory: Rewinding 2024

    • Custom Modules Now available for Standard and Professional Editions with Expanded Limits across all editions

      #CRM25Q1 Hello Everyone, We are here with an exciting update to Custom Modules in Zoho CRM. Custom modules will now be available to Standard and Professional Edition users, with expanded support across all editions. The standard modules offered in Zoho

    • Assistance with Custom Attendance Report in Zoho People

      Hi, I created a custom report in Zoho People 5.0 to track employee attendance according to our specific needs, as the existing reports do not include all the required details. However, I’ve noticed that the report doesn’t update continuously or on a daily

    • Zoho analyticsでのタブを跨いだ集計

      Zoho analyticsまたはCRMレポートなどを用いて、 見込み客タブと商談タブで共通するユニークキー(リード管理番号)を軸に、「共通選択リスト」で設定した項目別の集計を行うことは可能でしょうか？ ・要望 ①リード管理番号をキーに、見込み客テーブルと商談テーブルを結合したRAWデータを作成したい ②具体的には下記表のように「共通選択リスト」項目(サービス)別のマーケ数値を一表にしたい 　※リード＝見込み客タブ　商談・成約＝商談タブ 　　　　　リード数　商談数　成約数 サービスA　　　10　　　5　　　2

    • Key Highlights of 2024: Recalling a Year of Progress and Advancements!

      As we step into 2025, we’re excited to share the progress and developments we’ve made to simplify and streamline your travel and expense management in the past year. Let’s take a look back at some of the key updates and enhancements that have helped us

    • How to refresh the page by widget in related list?

      Hello, ZOHO.CRM.UI.Popup.closeReload method does the thing I need. But in my case, I'm not using popup. I have a widget in related list and I want to refresh the page when I'm done with it. I searched for it but I wasn't able to find it. Is there an any

    • Organization Variables - Restrict Access

      Currently, there is no way to restrict the access to organization variables. This leads to a problem when storing API related values that should be kept secret as anyone with access to create and edit email templates, workflow rules, or inventory templates

    • How Can I Customize Sales Reports in Zoho CRM to Better Track Our Sales Team's Performance?

      Hello everyone, I'm new to using Zoho CRM and need some help with customizing our sales reports. We want to track our sales team's performance more effectively and visualize trends that can inform our strategy. What specific customizations or features

    • your phone line in the uk doesnt work i need help now

      i need to speak with customer service urgently

    • Top Menu Disappeared from Blog Page

      Hi, Our top menu disappeared at Blog Posts page. However, it's still visible any other page on the website. I attached two screenshots, so it can be understood clearly. How can we bring back top menu? Thanks, K.

    • Customise 404 page in Zoho Sites 2.0

      Is it possible to customise the 404 page in Zoho Sites 2? You use to create a new 404 page and that became the default 404 page, but this does not seem to work anymore? Any pointers/suggestions/support appreciated :)

    • [Important announcement] Zoho Writer will mandate DKIM configuration for automation users

      Hi all, Effective Dec. 31, 2024, configuring DKIM for From addresses will be mandatory to send emails via Zoho Writer. DKIM configuration allows recipient email servers to identify your emails as valid and not spam. Emails sent from domains without DKIM

    • Create workflow rules based on notes

      Last modified on 17/04/2023: Creating Workflow rules based on notes is now available for all Zoho CRM users in all DCs. Note that it was an early access feature available only upon request. As of April 13, 2023, it is rolled out for al Zoho CRM accounts.

    • Workflow sync between zoho books and zoho inventory

      Hello, While the custom fields, validation rules and even custom buttons are sync'd between zoho books and zoho inventory, the workflow rules do not. Not sure if this is an intentional purpose of zoho team for some good reason or if it's in the development

    • HOW TO USE ZOHO

      IDK

    • Item sales account via api

      Hey everyone, I’m making an invoice using the create invoice endpoint on the api. Is it possible to set a sales account in the line_items attributes?

    • Next Page