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

    • MS Teams for daily call operations

      Hello all, Our most anticipated and crucial update is finally here! Organizations using Microsoft Teams phone system can now integrate it effectively with Zoho CRM for tasks like dialling numbers and logging calls. We are enhancing our MS Teams functionality

    • Assistance Required: Authentication Error When Sending Credit Application Form

      Hi, I'm encountering an error message that states: "Authentication unsuccessful – the user credentials were incorrect." This occurs when I attempt to send the credit application form to our customers. I've attached the form I’m trying to send for your

    • Can zoho sign collect data feeding Zoho Sign?

      I m sending contracts to client who are not in my zoho CRM database yet. Can the data they enter in Zoho sign contract I send them, (that includes...) official company name address first name second name etc, ...Create or update a contact / account

    • Sync desktop folders instantly with WorkDrive TrueSync (Beta)

      Keeping your important files backed up and accessible has never been easier! With WorkDrive desktop app (TrueSync), you can now automatically sync specific desktop folders to WorkDrive Web, ensuring seamless, real-time updates across devices. Important:

    • 6 time-saving tips for working with tables in Zoho Writer

      Tables have always been the best way to represent data. They help you structure and categorize information systematically and present them in a simpler way. While tables in Zoho Writer are easy to implement, some tasks might not be that obvious.  Here are some time-saving tips to help you work better with tables in Zoho Writer:    1. Insert Multiple Rows / Columns in a Table Adding more rows and columns is the most common action performed while working with tables. Instead of using the Table tab,

    • Modified approved time log

      I can’t seem to find a way to make change to approve time log entry. The case is the following. We pay the employees every 2 weeks, so employe A enter is time for the 2 weeks and then submit his timesheet. Now is superior approve the time he worked via

    • Question Regarding Deleted Reports in Zoho Desk Analytics

      Dear Zoho Desk Support Team, I hope this message finds you well. We have a question regarding the Analytics module in Zoho Desk, specifically related to deleted reports/dashboards. We would like to understand the following: Is there a recycle bin, recovery

    • Personal Link / Meeting ID

      with zoho meetings do I have my own personal link to my 'meeting space' ? I have an email template in Zoho CRM which confirms people's appointment with me, I would like to include the link to my Zoho Meetings so that they have it in advance. How do I

    • Making money out of Zoho Sheets - How?

      Hello, Suppose I come up with a brilliant Zoho Sheet that I want to sell to other people, can I do this? How? Thanks.

    • Adding Columns to Reports

      Hi, Is it possible to choose fields to be added as columns in the reports? Thank you.

    • Sudden Layout Issue After Last CSS Update for ZML (Temporary Fix Inside)

      Hi, Our clients have noticed today that every section laid out with ZML suddenly shows an unwanted top padding/blank space that interrupts the user screens. It appears that Zoho has changed the default CSS for the .zcp-col.zcp-panel-rowtype-auto element.

    • What are people using to send Service based emails?

      Zoho Campaigns is for marketing. Users can unsubscribe from these emails. Service based emails need to be delivered and can without the worry of Can-spam act. What are people using to send service based emails? My mailing list is derived from a database

    • 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

    • Introducing Zoho Commerce 2.0 — It's more than just selling!

      Hello! We are proud to launch Zoho Commerce 2.0, a reimagination of how online businesses look, feel, and function. This launch is both timely and symbolic, as we reaffirm our commitment to empowering small and medium enterprises with powerful, yet simple-to-use

    • Kits: Option to Hide Associate Items on Documents

      The new Kit type of Composite Item is very helpful, and we're already using it in several different ways. One problem is that there seems to be no way to hide the components on some documents, including Package Slips. There is an option given in settings

    • Unable to display field label from a hidden Single Line Textbox in Description

      Hi folks, I'm unable to display my hidden field, e.g. ${zf:SingleLine4} , in my description. I'm pre-filling this hidden Single Line Text box via "Field Alias - Pre-fill URL" settings. I noticed that my decimal form fields work, e.g. ${zf:Decimal}, and

    • 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

    • Email for customer to provide payment information

      Is there a way for customers when you set up a subscription to get an email that prompts them to put in their billing information to start their subscription? Also, can you show the subscription in their portal?

    • Ticket Automatically Created from Closed Chat

      Is there a way to prevent a ticket being create for every chat.... or at the very least have it automatically closed.

    • I want to Show the product list based on the drop Down

      in quotation app , amc form form i have Department drop down field and in subform i have loop up field item description taken from the anothe app PRO I want to show the product list look up based on the deparment selected example if they selected deparment

    • Bad User: Authenticated but not connected

      Zoho CRM cannot send/receive emails and it appears as if it may be an api configuration change either via Zoho or MS. Does anyone have information on how to fix this error message? I am admin on all my accounts. Zoho and MS are blaming each other.

    • Zoho + ERP (SAP)

      First of all: I'm using Zoho CRM and I have complete right that it's a brilliant solution for sales force. But, in my new job, doesn't exist a CRM system and I want propose Zoho CRM. In the company, we're using a ERP (SAP), a few time ago. I would like to know about integration between Zoho CRM and ERP (SAP), as possible? How I can do that? Regards, Renato Lima

    • Lookup fields

      Is there any way to add Lookup fields to Zoho FSM -- I do not see the option but I see default lookup fields in different modules

    • Sort data in Pivot Table

      Is it possible to sort by a data field. I can gruop and filter, but I culdn't find how to sort the results. Tank You.

    • Inventory Barcode Creation - Add Picture of Item

      Hi I am trying to set up bar code labels and include a picture of the item on the label - any idea on how to add that field to the barcode generator?

    • Shared Snippets Everyone

      Hi, Now that the Shared Snippets have been released and I think will be the most used feature implemented in 2023 :) Creating and Using Snippets in Ticket Responses - Online Help | Zoho Desk Maintain consistency in ticket responses with shared snippets

    • Please Enable Snippets for Agents Adding Comments

      Snippets and templates are currently enabled for agents when they use the reply functionality. There is currently no way to add a template or snippets when an agent comments. This is really weird. Our agents don't use the reply functionality, only the

    • Topics assigned to Contacts in Campaigns

      I have yet to find an efficient way to assign topics to contacts in campaigns with the new system in place.  We have daily contacts added to our system through various forms and we have to manually go in and add topics to contacts before each email campaign

    • CRM Email Insights Not Working - Status not Changing

      I used to be able to see if a customer opened/read an email in CRM, but I no longer get those status changes inside their record. I have everything enabled and I am sending the email from CRM. The experience center has the status' enabled as well. Any

    • Product and Service

      Hi guys, there is a difference between layout of product and service if Long Description field have some kind of text. Please see screenshot 1 for Service here: https://prnt.sc/7xWwPKd29nWP for Product here: https://prnt.sc/LGmtVd_U6H7q As you can see

    • The Urgent Need for Native Brazilian Payment Integrations: PIX and Direct Bank Connections

      Hello Zoho Team, I am writing to emphasize a critical functionality gap for Zoho Books in the Brazilian market: the lack of modern, native payment gateway integrations. The current options are insufficient. The Mercado Pago integration, for instance,

    • Better implementation of Item Category on Invoices and Estimates

      1) I have added Item Category as a custom field. Honestly, this should be a native part of the item itself, and either required, optional, or not used.  2) When entering an item on an invoice, you have to enter the first character(s) of the item, otherwise

    • Try CRM for everyone button in the way of workflow

      Please consider using the bottom bar for offers. Using the top bar for offers like "Try CRM for everyone" really gets in the way of my day to day workflow.

    • Zoho Signature, "For Demo Purpose Only Powered by Zoho Sign"

      How to disable this text on the documents for signature. "For Demo Purpose Only Powered by Zoho Sign"

    • Zoho CRM email formatting issues

      I have been having a hard time with formatting email templates. It feels like Zoho email is "fighting my edits." It refuses to change size, font, etc. Sometimes, the template looks great, then when the email gets sent, it looks completely different- some

    • Weekly Tips : Seamlessly collaborate with Share Drafts in Zoho Mail

      Ever found yourself stuck wondering how to get input on an important email draft without actually sending it? Maybe you want a teammate’s feedback or approval from your manager—without exposing sensitive info. Or perhaps you are working across different

    • How to Share a workdrive folder outside organization ?

      Hi, Earlier we were using Google Suite and were able to share the google drive folders with external organization ( Auditors , marketing collaterals ) as most of them had a personal gmail account they were able to access it without any issue. How can

    • Zoho CRM Account Duplication via Credit Application Form

      Hi, We send a credit application link to our customers via email, which is managed through Zoho Campaigns. When a customer submits the form, it automatically creates a new account in Zoho CRM. We would like to know how to stop this from creating duplicate

    • Multi file upload

      Hi, I just wonder if one could upload multiple files in one shot, say between one and three files, without adding multiple File Upload fields? Thanks, Alalbany

    • Flexible Milestone Invoicing

      If your Zoho Projects portal is integrated with Zoho Invoice/Books, you can now create an invoice for your milestones. You can enable it under Integration Preference and invoice milestones regardless of the project's billing type. For instance, consider

    • Next Page