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

      • OPTED FOR STORAGE BY DESCRIPTIVE MISGUIDANCE

        We've opened a domain with three mail ids and payment has also been processed now the bill raised is for single use ID with additional storage capacity. Kindly request you to modify the purchase.
      • List of packaged components and if they are upgradable

        Hello, In reference to the article Components and Packaging in Zoho Vertical Studio, can you provide an overview of what these are. Can you also please provide a list of of components that are considered Packaged and also whether they are Upgradable?
      • Does Attari Messaging app have Bot option and APIB

        Hi, Does Attari also have Bot and API as we use in WhatsApp??
      • How to add application logo

        I'm creating an application which i do not want it to show my organization logo so i have changed the setting but i cannot find where to upload/select the logo i wish to use for my application. I have seen something online about using Deluge and writing
      • Email login error

        Login successfully but email page error
      • Zoho Analytics Regex Support

        When can we expect full regex support in Zoho Analytics SQL such as REGEXP_REPLACE? Sometimes I need to clean the data and using regex functions is the easiest way to achieve this.
      • Change of Blog Author

        Hi, I am creating the blog post on behalf of my colleague. When I publish the post, it is showing my name as author of the post which is not intended and needs to be changed to my colleague's name. How can I change the name of the author in the blogs?? Thanks, Ramanan
      • Show Attachments in the customer portal

        Hi, is it possible to show the Attachments list in the portal for the particular module? Bests.
      • Feature Request - Insert URL Links in Folders

        I would love to see the ability to create simple URL links with titles in WorkDrive. or perhaps a WorkDrive extension to allow it. Example use case: A team is working on a project and there is project folder in WordDrive. The team uses LucidChart to create
      • How to sync from Zoho Projects into an existing Sprint in Zoho Sprints?

        Hi I have managed to integrate Zoho Projects with Zoho Sprints and I can see that the integration works as a project was created in Zoho Sprints. But, what I would like to do is to sync into an existing Zoho Sprints project. Is there a way to make that
      • how to differentiate if whatsapp comes from certain landing page?

        I create a Zobot in SalesIQ to create a Whatsapp bot to capture the lead. I have 2 landing pages, one is SEO optimized and the other want is optimized for leads comes from Google Ads. I want to know from which landing page this lead came through WhatsApp
      • Split my account

        Hello, I recently bought an email service for a friend. But, looks like I used my personal account to buy the plan. Please split the account so that the email service stays in a different account than my personal account.
      • How to record company set up fees?

        Hi all, We are starting out our company in Australia and would appreciate any help with setting up Books accounts. We paid an accountant to do company registration, TFN, company constitution, etc. I heard these all can be recorded as Incorporation Costs, which is an intangible asset account, and amortised over 5 years. Is this the correct way to do it under the current Australian tax regulations? How and when exactly should I record the initial entry and each year's amortasation in Books? Generally
      • Have Mail Lite, wish to add/purchase 2nd domain and use email

        Hello, I have recently created two new businesses. I have successfully used Zoho to create a domain for one business and have set up two email addresses / users on that domain. I am trying to figure out how to create a second domain, just like I did the
      • Show Payment terms in Estimates

        Hi,  we are trying to set up that estimates automatically relates payment terms for the payment terms we introduced on Edit contact (Field Payment terms).  How can it be done? Our aim is to avoid problems on payment terms introduced and do not need to introduce it manually on each client (for the moment we are introducing this information on Terms and Conditions.  Kind Regards, 
      • Search Bar Improvement for Zoho Commerce

        Hey everyone, I've been using Zoho Commerce for a bit now, and I think the search bar could really use an upgrade. Right now, it doesn't show products in a dropdown as you type, which would make finding items a lot faster. On Shopify, for example, you
      • How can I calculate the physical stock available for sale?

        Hey Zoho Team,  I've tried to calculate the physical stock on hand in various ways - but always receive a mismatch between what's displayed in Zoho Inventory & analytics.  Can you please let me know how the physical stock available for sale is calculated?
      • When dispatched to crew, assigning lead missing

        Hello, For the past two or three weeks, whenever an officer assigns Service Appointment to a team, the lead person is missing from the assigned service list. Therefore, we have to reschedule the SA and then the lead person becomes visible in the assigned
      • I want to transfer the project created in this account to another account

        Dear Sir I want to transfer the project created in one account to another account
      • Inactive User Auto Response

        We use Zoho One, and we have a couple employees that are no longer with us, but people are still attempting to email them. I'd like an autoresponder to let them no the person is no longer here, and how they can reach us going forward. I saw a similar
      • Weekly Tips : Customize your Compose for a smoother workflow

        You are someone who sends a lot of emails, but half the sections in the composer just get in your way — like fields you never use or sections that clutter the space. You find yourself always hunting for the same few formatting tools, and the layout just
      • Custom Bulk Select Button

        Zoho CRM offers the ability to select multiple records and invoke a Custom Button This functionality is missing from Recruit Currently we can only add buttons in the detail page and list But we cannot select Multiple Records and invoke a function with
      • Need support in setting up the company email and few other setups

        Need support in setting up the company email and few other setups
      • Power of Automation :: Smart Ticket Management Between Zoho Desk and 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
      • Need to set workflow or journey wait time (time delay) in minutes, not hours

        Minimum wait time for both Campaigns workflows and Marketing Automation journeys is one hour. I need one or the other to be set to several minutes (fraction of the hour). I tried to solve this by entering a fraction but the wait time data type is an integer
      • Remote Server is misconfigured

        Dear Team, I am unable to use email id as remote server is misconfigured. It would be really great if you could help on this and get this resolved. Thanks & Regard Rohit Gupta
      • BUG - Google Business Buttons - Add a button to GBP Post

        I am experiencing an issue with the "Add a button" feature when creating posts for my Google Business Profile (GBP) through Zoho Social. When I schedule or publish a GBP post and include a call-to-action button with a specific URL, the post itself publishes
      • This mobile number has been marked spam.

        Dear zoho team, I am very happy to use zoho,because it india 🇮🇳 own app, but when we login into zoho account we facing some issue, please solve below issue ASAP. Add your mobile number As an added security measure for Accounts, you need to verify and
      • Do you have software like Windows software?

        We want swadeshi software
      • Support for Custom Fonts in Zoho Recruit Career Site and Candidate Portal

        Dear Zoho Recruit Team, I hope you're doing well. We would like to request the ability to use custom fonts in the Zoho Recruit Career Site and Candidate Portal. Currently only the default fonts (Roboto, Lato, and Montserrat) are available. While these
      • Trying to export a report to Excel via a deluge script

        I have this code from other posts but it gives me an error of improper statement, due to missing ; at end of line or incomplete expression. Tried lots of variations to no avail. openUrl(https://creatorapp.zoho.com/<username>/<app name>/XLSX/#Report:<reportname>,"same
      • Need help to create a attach file api

        https://www.zoho.com/crm/developer/docs/api/v8/upload-attachment.html Please help me to create it... It's not working for while. Do you have some example?
      • Export view via deluge.

        Hi, Is it possible to export a view (as a spreadsheet) via deluge? I would like to be able to export a view as a spreadsheet when a user clicks a button. Thanks     
      • Zoho Inventory's latest shipping integration updates at a glance.

        Hello Users, We would like to share some important news about our latest improvements in the Shipping integration capabilities of Zoho Inventory that we achieved in 2024 with some of our major integration partners in key editions across APAC, North America,
      • IP Address Blocked

        Hi Team. Hope you're doing good. I'm unable to access Zoho with my IP address. I have to use VPN to access it. IP: 39.44.12.153 This is happening with all the Zoho products, the admin console and the mail.
      • Outdated state in mexico

        Hello Zoho team, the drop down to add the state for customers, when they introduce their state in mexico has a city named “Distrito Federal” that name changed many years ago to “ciudad de mexico”. could you please update this so my clients can find the
      • Possible to generate/download Quote PDF using REST API?

        See title. Is there any way after a quote has been created to export to a PDF using a specified template and then download it? Seems like something that should be doable. Is this not supported in the API v2.0?
      • Creating an invoice to be paid in two installments?

        Hi there, I own a small Photographic Services business and have not been able to find a way to fit my billing system into Zoho, or any other Accounting software. The way my payments work is: 1. Customer pays 50% of total price of service to secure their
      • Bug in allowing the user to buy out of stock items

        Hi i want to allow the user to buy out of stock items, according to the commerce documentation if i disable Restrict "Out of stock" purchases it will, but it doesnt work, so i want to know if it had any relation with zoho inventory, and if theres any
      • Replace Lookup fields ID value with their actual name and adding inormation from subforms

        Hi everyone,  I wanted to see if someone smarter than me has managed to find any solutions to two problems we have. I will explain both below.  To start we are syncing data from Zoho CRM to Zoho Analytics and I will use the Sales Order module when giving
      • Next Page