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

    • Include the "Added Email ID" to the Filters of a Report

      Hi, With a Report and lots of entries, a normal thing is to filter entries by the submitter, but that is not included in the Auto Filter of Reports and you can't add a custom filter to a Report without specifying the actual value. I would like to be able

    • Marketer's Space: Why mobile optimization deserves a place in your email strategy

      Hello Marketers, Welcome back to Marketer's Space! Today, we'll talk about the importance of creating mobile-friendly email designs. While mobile phones were once used only to make phone calls, today they're used for almost everything, including texting,

    • Why is Zoho Meeting quality so poor?

      I've just moved from Office 365 to Zoho Workplace and have been generally really positive about the new platform -- nicely integrated, nice GUI, good and easy-to-understand control and customisation, and at a reasonable price. However, what is going on

    • Collections Management: #6 Realign Customers who gets back In-Term

      Arun stared at the subscription list on his dashboard. Another account had just been moved to Cancelled status after completing the whole dunning process. Nothing unusual, just that payment failures happen, retries fail, and cancellation is the expected

    • Enhancement Request for Multi-Asset Work Order Feature

      Hello Latha, Thank you for your continued support. The multi-asset Work Order feature is extremely helpful. I did some testing based on our requirements, and during the process, I noticed a few areas where we need your team’s support to improve the feature

    • Zoho Mail IP Blacklist

      I need problems with send mails: Error: junk mail rejected - sender4-op-o10.zoho.com 136.143.188.10, is in RBL. Spamcop. Please remove FQDN for blacklist. Regards.

    • I can receive but not send emails

      Hello, I've been not able to send emails for almost a year now. I been using alternate email to do this. I want to know how to fix this so I can use my zoho account normally again.

    • Setting checkbox value on template in Sign from Creator

      Good day, Please help me understand how do I set a tick from a checkbox in Creator into a checkbox on a Sign template. Below is the only values on the Sign template and the code from Creator, "field_boolean_data": {}, "field_date_data": {}, "field_radio_data":

    • The challenge of 24/7 connectivity: Being present and meeting customer expectations

      Before television entered our homes, radio was our window to the world. We had to tune carefully to catch voices from distant places. When television arrived, the world began to grow smaller. We can watch rocket launches, see the goal that wins our favorite

    • How to download all attachments from inbox, send, other folders in one go

      Hi All, Appreciate if anyone could help me with steps for below requirement. How to download all attachments from inbox, send, other folders in one go. Even mapping to new folder will help me. Thanks in advance.

    • Recruit paid support?

      Hi all, Could anyone who has paid support package advise if it provides value for money with regards to support response times? Exploring the idea as unfortunately when we have faced issues with Recruit it has been a 7+ day timescale from reporting to

    • Cannot connect mail accounts to Thunderbird

      Hi Support - I'm attempting to add my mail accounts to Thunderbird but I'm getting an unable to login to server error. I tried to use the password associated with my account I received the unable to login error. So I went into Zoho Accounts and generate

    • Alias Email Id already exists

      Hi, I just verified my domain sesque (dot) com and now I am trying to create the admin account using admin (at) sesque (dot) com, but I am getting an error saying "Alias Email Id already exists". I used to have another Zoho account with this email address,

    • Unable to connect to smtp server, connection timed out

      Hi Team, I am facing below issue, while sending out emails from thunderbird client. It used to work, facing this issue from morning. Error: Sending of the message failed. The message could not be sent because the connection to Outgoing server (SMTP) smtp.zoho.com

    • javax.mail.authenticationfailedexception 535 authentication failed

      Hi, I am facing 535 authentication failed error when trying to send email from zoho desktop as well as in webmail. Can you suggest to fix this issue,. Regards, Rekha

    • Issue with Creator's IF logic

      Hi, I found the following code produces unexpected results: if(-1.0 < 0.0000000) {       info "True"; } else {       info "False"; } if(-1.0 < 0.000000) {       info "True"; } else {       info "False"; } The output returned is: False True However, the

    • Kaizen #217 - Actions APIs : Tasks

      Welcome to another week of Kaizen! In last week's post we discussed Email Notifications APIs which act as the link between your Workflow automations and you. We have discussed how Zylker Cloud Services uses Email Notifications API in their custom dashboard.

    • Client Portal ZOHO ONE

      Dear Zoho one is fantastic option for companies but it seems to me that it is still an aggregation of aps let me explain I have zoho books with client portal so client access their invoice then I have zoho project with client portal so they can access their project but not their invoice without another URL another LOGIN Are you planning in creating a beautiful UI portal for client so we can control access to client in one location to multiple aps at least unify project and invoice aps that would

    • Zoho Creator customer portal users

      Hi, I'm in a Zoho One subscription with our company. I'm running a project now that involves creating a Zoho Creater application and using the Zoho Creator Customer Portal.  At most we need 25 customer portal users. In our Zoho One plan we only get 3

    • DKIM Verification Failed (Namecheap)

      Hi! I have already set up the TXT records in Namecheap but I keep getting the "Verification Failed" pop up. Was wondering if I'm the only one who has this problem and can anyone help me with this? Thanks!

    • Emails stuck in Queue

      Hi there, Since yesterday I have a few out going emails stuck in a queue. It say it will auto retry sending however nothing is happening. It seems to be affecting roughly 50% of my outgoing emails. Please help Thanks

    • Soft Bounce from transational emails from BREVO (Sendinblue)

      I manage the website of a client who uses your EMAIL service for the domain floranativadobrasil.com. And I use the BREVO email service, previously called SendinBlue, to send transactional emails about events specific to the website. All emails sent to

    • Ability to Edit YouTube Video Title, Description & Thumbnail After Publishing

      Hi Zoho Social Team, How are you? We would like to request an enhancement to Zoho Social that enables users to edit YouTube video details after the video has already been published. Your team confirmed that while Zoho Social currently allows editing the

    • Introducing Multi-Asset Support in Work Orders, Estimates, and Service Appointments

      We’re excited to announce a highly requested enhancement in Zoho FSM — you can now associate multiple assets with Work Orders, Estimates, and Service Appointments. This update brings more clarity, flexibility, and control to your field service operations,

    • Getting an error Address not found Your message wasn't delivered

      Hey, I'm trying to configure zoho mail for my website https://businessentity.org/ The email is meredith.karter@businessentity.org I'm able to successfully send the mails but when someone sends an email to above mail, this error shoots up: Address not

    • Support Uploading YouTube Videos Longer Than 60 Minutes

      Hi Zoho Social Team, How are you? We would like to request support for uploading YouTube videos longer than 60 minutes directly through Zoho Social. Your support team informed us that Zoho Social currently cannot upload videos over 60 minutes due to “API

    • Need Faster Help? Try Live Chat Support

      Hello there, We understand that sometimes, whether you’re facing an issue, exploring a feature, or need quick clarification, sending an email and waiting for a response just doesn’t cut it. You need answers, and you need them now. That’s exactly why we

    • Can't deactivate Spell Check

      Hi Community, right now I'm using the Zoho Mail Desktop-Software. So far, so good.. many possibilities. Overall very nice. What is extremely annoying right now, is that we are not able to deactivate the Spell Check feature. And we are barely able to focus

    • Zoho Toolkit Email Signature Generator

      I'm having real issues with the email signature generator with no matter where I host the photo, Zoho doesn't seem to show the photo on the link provided?

    • Company Policy Upload - Request All EE to review and sign

      How can I upload policies into Zoho People and have the employees review them and sign off saying they agree, etc.? Also, if I make a revision to a policy, I would like that changed or updated policy to be distributed or have the employees notified that

    • Zoho Sign Global Settings vs. Template and Document

      Hello, We are running into an issue on a current use case. We already use Zoho Sign. Now that KBA is available, we want to begin using it in our tax delivery process, by allowing clients to sign electronically, but also download a copy of their return

    • Zoho Mail Desktop Crashes on Linux - Ubuntu 24 LTS

      Hi, I have been trying to run the desktop app on Ubuntu for the past few day with no luck. I have tried both the .deb package and the appImage. When I attempt to open the app. It just crashes immediately. The crash error dialog appeared once and I cant

    • Can't login to Zoho mail

      I'm logged into Zoho but when I try to go in zoho mail I get: Invalid request! The input passed is invalid or the URL is invoked without valid parameters. Please check your input and try again. I just set up my mx records and stuff with namecheap a few

    • Zoho IP blocked by SpamCop

      Hi, Many of my emails are blocked and I receive this:  INVALID_ADDRESS, ERROR_CODE :550, ERROR_CODE :spamcop.mimecast.org Blocked - see https://www.spamcop.net/bl.shtml?136.143.188.51. - https://community.mimecast.com/docs/DOC-1369#550 [DGwIYPPSOfWI

    • Can I execute two 'functions' when completing a mail merge from CRM?

      Hi, I have set up a mail merge from CRM Deals to a template. I want a copy of this to be saved in Workdrive, and then a copy also saved back into the deal record from which the merge occurred. I can do both independent of each other, and managed to get

    • Differences between Zoho Books and Zoho Billing

      Without a long drawn out process to compare these. If you were looking at these Books and Billing, what made you opt for one and not the other. Thanks

    • Auto-sync field of lookup value

      This feature has been requested many times in the discussion Field of Lookup Announcement and this post aims to track it separately. At the moment the value of a 'field of lookup' is a snapshot but once the parent lookup field is updated the values diverge.

    • Custom validation in CRM schema

      Validation rules in CRM layouts work nicely, good docs by @Kiran Karthik P https://help.zoho.com/portal/en/kb/crm/customize-crm-account/validation-rules/articles/create-validation-rules I'd prefer validating data input 'closer to the schema'

    • No Ability to Rename Record Template PDFs in SendMail Task

      As highlighted previously in this post, we still have to deal with the limitation of not being able to rename a record template when sent as a PDF using the SendMail Task. This creates unnecessary complexity for what should be a simple operation, and

    • Server error when trying to Data > Sort > Custom Sort

      Been using Data > Sort > Custom Sort for a while, now it has suddenly stopped working. When selecting the same data range and trying to execute, I get "Sorry! There was a problem saving your last edit. Please try again."

    • Next Page