Deluge: Ready-to-use Artificial intelligence tasks

Deluge: Ready-to-use Artificial intelligence tasks

Hello everyone,

AI in business is evolving. We have slowly begun to trust machines with intellectual tasks that are usually performed by humans. Keeping up with the trend, Deluge offers a set of built-in artificial intelligence tasks for prediction and language processing operations. In this post, let us take a look at the existing Deluge AI tasks and the new addition to the set - zoho.ai.translate.

AI task
Description
Interprets the input text to predict if it is a positive, negative, or neutral emotion.
Identifies the language of the input text.
Provides device, network, location, and formatting information of the input phone number.
Performs Optical Character Recognition (OCR) operation on the input images and PDFs.
Extracts the parameters relevant to the specified keyword from the input text.
Splits the input address into individual components.
Translates the input text into the specified language.

New AI task - zoho.ai.translate

This task translates the input text into the specified language.

Syntax
  1. response = zoho.ai.translate(<input_text>, <target_language>, [source_language]);

where:
  • input_text is the text that needs to be translated.
  • target_language is the language in which the input_text needs to be translated
  • source_language is the language of the input_text. This is an optional parameter. When no value is supplied to this parameter, it assumes English.

Example 1: Predict language of a customer feedback, translate to English, and analyze its sentiment

Step 1:
Determine the language of the customer feedback stored in the variable feedback using the predict language AI task.
  1. feedback = "Estou muito satisfeito com o seu serviço. Ansioso por mais anos de parceria. Obrigado";
  2. predict_language_response = zoho.ai.predictLanguage(feedback);

The predict language task returns response in the following format in which the prediction result is stored against the key - predictionProbabilities:
  1. {
  2. "data": { 
  3. "items": [ { 
  4. "predictionProbabilities": { 
  5. "pt": 1 
  6. }, 
  7. "queryValue": <input_text> 
  8. } ] }, 
  9. "message": "OK", 
  10. "status": 200 
  11. }

Step 2:
By the end of this step, the most probable language will be stored in the variable - predicted_language.
  1. predicted_language= predict_language_response.get("data").get("items").get(0).get("predictionProbabilities").Keys();

Note: The response of zoho.ai.predictLanguage task may predict more than one language for an input text. In that case, you can iterate the response to find the language that has the highest probability using the for each and if statements.
 
Step 3:
Translate the customer feedback to English using zoho.ai.translate task.
  1. translate_response = zoho.ai.translate(feedback, "en", predicted_language.toString());
 
Step 4:
Fetch the translated text from the response using get function.
  1. translated_text = translate_response.get("translation").get(0).get("translate"); 

Step 5:
Predict if the feedback is positive, negative, or neutral using analyse sentiment AI task.
  1. sentiment = zoho.ai.analyseSentiment(translated_text);
  2. info sentiment;

Example 2: Parse an address and update a lead's address fields in Zoho CRM

Step 1:
Parse the input address using the parse address AI task.
  1. address = "Estancia IT Park, GST Road, Vallancherry Village, Chengalpattu, Kanchipuram district, Tamil Nadu, India 603202";
  2. parse_address_response = zoho.ai.parseAddress(address);
 
Step 2:
Fetch the components from the response of the AI task using get function.
  1. components = parse_address_response.get("data").get("items").get(0);
 
Step 3:
Construct a map to hold the components fetched by parsing the input address against their respective Zoho CRM field link names.
  1. input_map = Map();
  2. input_map.put("Street", components.get("road"));
  3. input_map.put("City", components.get("city"));
  4. input_map.put("State", components.get("state"));
  5. input_map.put("Zip_Code", components.get("postcode"));
  6. input_map.put("Country", components.get("country")); 

Step 4:
Update the required lead using Zoho CRM - update record integration task.
  1. response = zoho.crm.updateRecord("Leads", 692969000001050002, input_map);
  2. info response ;

Note
  • The prediction results of Deluge AI tasks may not be accurate, which is also the case with any AI prediction. However, we are working on improving this.
  • The results are dynamic. The same script may produce different outcomes at different times based on how much the machine has learned.







    • Sticky Posts

    • Function #41: Sync Associated Subforms!

      Welcome back everyone! The last custom function showed how to update a Contact with Product details from it's Related list in Deals. This week, let's look at a function that lets you update subform records in two modules simultaneously when one of them is updated. Business scenario Let's look at how subform helps in an education institution that has deployed Zoho CRM. National Public School, Austin (made up, of course!) has set up Zoho CRM and it follows the same relationship pattern of "Students",

    • Recent Topics

    • Zoho Flow - Update record in Trackvia

      Hello, I have a Flow that executes correctly but I only want it to execute once when a particular field on a record is updated in TrackVia. I have the trigger filters setup correctly and I want to add an "update record" action at the end of the flow to

    • Add Comprehensive Accessibility Features to Zoho Desk Help Center for End Users

      Hello Zoho Desk Team, We hope you're doing well. We’d like to submit a feature request to enhance the client-facing Help Center in Zoho Desk with comprehensive accessibility features, similar to those already available on the agent interface. 🎯 Current

    • Rename Record Summary PDF in SendMail task

      So I've been tasked with renaming a record summary PDF to be sent as part of a sendmail task. Normally I would offer the manual solution, a user exports the PDF and uploads it to a file upload field, however this is not acceptable to the client in this

    • in zoho creator Sales Returns form has sub form Line Items return quantity when i upate the or enter any values in the sub form that want to reflect in the Sales Order form item deail sub form field Q

      in zoho creator Sales Returns form has sub form Line Items return quantity when i upate the or enter any values in the sub form that want to reflect in the Sales Order form item deail sub form field Quantity Returned\ pls check the recording fetch_salesorder

    • Estimates with options and sub-totals

      Hi It seems it would be great to be able to show multiple options in an estimate. For instance I have a core product to which I can add options, and maybe sub-options... It would be great to have subtotals and isolate the core from the not compulsory items. Thanks

    • Optional Items Estimate

      How do you handle optional items within an estimate? In our case we have only options to choose with. (Like your software pricing, ...standard, professional, enterprise) How can we disable the total price? Working with Qty = 0 is unprofessional....

    • Important Update : Zendesk Sell announced End of Life

      Hello Zendesk users, Zendesk has officially announced that Zendesk Sell will reach its End of Life (EOL) on August 31, 2027 (Learn more). In line with this deprecation, Zoho Analytics will retire its native Zendesk Sell connector effective October 1,

    • Zoho Sheets

      Hi, I am trying to transition into Zoho sheets, I have attached the issues encountered. Server issues, file trying to upload for more than 30 mins, even once uploaded my data aren't loaded. Simple calculations are not working I have attached the sample.

    • Zoho CRM + Zoho FSM : alignez vos équipes commerciales et techniques

      La vente est finalisée, mais le parcours client ne fait que commencer ! Dans les entreprises orientées service, conclure une vente représente seulement la première étape. Ce qui suit — installation, réparation ou maintenance régulière — influence grandement

    • Top Bar Shifting issue still not fixed yet

      I mentioned in a previous ticket that on Android, the top bar shifts up when you view collections or when you're in the settings. That issue still hasn't been fixed yet. I don't wanna have to reinstall the app as I've noticed for some reason, reinstalling

    • Power of Automation:: Automate the process of updating project status based on a specific task status.

      Hello Everyone, Today, I am pleased to showcase the capabilities of a custom function that is available in our Gallery. To explore the custom functions within the Gallery, please follow the steps below. Click Setup in the top right corner > Developer

    • Billing Management: #3 Billing Unbilled Charges Periodically

      We had a smooth sail into Prorated Billing, a practice that ensures fairness when customers join, upgrade, or downgrade a service at any point during the billing cycle. But what happens when a customer requests additional limits or features during the

    • No bank feeds from First National Bank South Africa since 12 September

      I do not know how Zoho Books expects its customers to run a business like this. I have contacted Zoho books numerous times about this and the say it is solved - on email NO ONE ANSWERS THE SOUTH AFRICAN HELP LINE Come on Zoho Books, you cannot expect

    • Citation Problem

      I had an previous ticket (#116148702) on this subject. The basic problem is this; the "Fetch Details" feature works fine on the first attempt but fails on every subsequent attempt, Back in July after having submitted information electronically and was

    • Failing to generate Access and Refresh Token

      Hello.  I have two problems: First one when generating Access and Refresh Token I get this response:  As per the guide here : https://www.zoho.com/books/api/v3/#oauth (using server based application) I'm following all the steps. I have managed to get

    • Zeptomail 136.143.188.150 blocked by SpamCop

      Hi - it looks like this IP is being blocked, resulting in hard bounces unfortunately :( "Reason: uncategorized-bounceMessage: 5.7.1 Service unavailable; Client host [136.143.188.150] blocked using bl.spamcop.net; Blocked - see https://www.spamcop.net/bl.shtml?136.143.188.150

    • Apply transaction rules to multiple banks

      Is there any way to make transaction rules for one bank apply to other banks? It seems cumbersome to have to re-enter the same date for every account.

    • How to bulk update records with Data Enrichment by Zia

      Hi, I want to bulk update my records with Data Enrichment by Zia. How can I do this?

    • How do I split a large CSV file into smaller parts for import into Zoho?

      Hi everyone, I’m trying to upload a CSV file into Zoho, but the file is very large (millions of rows), and Zoho keeps giving me errors or takes forever to process. I think the file size is too big for a single import. Manually breaking the CSV into smaller

    • Client Script Payload Size Bug

      var createParams = { "data": [{ "Name": "PS for PR 4050082000024714556", "Price_Request": { "id": "4050082000024714556" }, "Account": { "id": "4050082000021345001" }, "Deal": { "id": "4050082000023972001" }, "Owner": { "id": "4050082000007223004" }, "Approval_Status":

    • lead convert between modules

      Hello, The workflow we set up to automatically transfer leads registered via Zapier into the Patients module to the Leads module started to malfunction unexpectedly on September 25, 2025, at 11:00 AM. Under normal circumstances, all fields filled in the

    • Flow Task Limits - How to Monitor, Understand Consumption?

      So, I got an email last night saying that I've exhausted 70% of my tasks for this month, and encouraging me to buy more tasks. I started to dig into this, and I cannot for the life of me figure out where to find any useful information for understanding,

    • Cross References Do Not Update Correctly

      I am using cross references to reference Figures and current am just using the label and number, i.e. Figure #. As seen here: When I need to update the field, I use the update field button. But it will change the cross reference to no longer only including

    • Manage control over Microsoft Office 365 integrations with profile-based sync permissions

      Greetings all, Previously, all users in Zoho CRM had access to enable Microsoft integrations (Calendar, Contacts, and Tasks) in their accounts, regardless of their profile type. Users with administrator profiles can now manage profile-based permissions

    • How to Track and Manage Schedule Changes in Zoho Projects

      Keeping projects on track requires meticulous planning. However, unforeseen circumstances can cause changes to schedules, leading to delays. It becomes important to capture the reason for such changes to avoid them in the future. Zoho Projects acknowledges

    • Is there a notification API when a new note is addeding

      Trying to push to Cliq, or email notification when there's a new note added in module. How to implement this?

    • Collaborate Feature doesn't work

      Hello Team. It seems that the collaborate section is broken? I can post something but it all appears in "Discussions". In there is no way how I would mark something as Draft, Approval, post or any of the other filter categories? Also if I draft a post

    • Edit Permission during and after approval?

      When a record is sent for approval Can a user request for edit permission from the approver? We don't want to give edit permissions for all the records under approval Only on a case-by-case basis How can we achieve this?

    • Zoho web and mobile application not workingn

      Both zoho forms web and mobile application aren't working. I have checked my network connections and they are fine.

    • 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

    • Bulk Moving Images into Folders in the Library

      I can't seem to select multiple images to move into a folder in order to clean up my image library and organize it. Instead, I have to move each individual image into the folder and sometimes it takes MULTIPLE tries to get it to go in there. Am I missing

    • Latest updates in Zoho Meeting | Breakout rooms and End to end encryption

      Hello everyone, We’re excited to share a few updates for Zoho Meeting. Here's what we've been working on lately: Introducing Breakout Rooms for enhanced collaboration in your online meetings and End-to-end encryption to ensure that the data is encrypted

    • Systematic SPF alignment issues with Zoho subdomains

      Analysis Period: August 19 - September 1, 2025 PROBLEM SUMMARY Multiple Zoho services are causing systematic SPF authentication failures in DMARC reports from major email providers (Google, Microsoft, Zoho). While emails are successfully delivered due

    • Accidentally deleted a meeting recording -- can it be recovered?

      Hi, I accidentally deleted the recording for a meeting I had today. Is there a way I can recover it?

    • How to access email templates using Desk API?

      Trying to send an email to the customer associated to the ticket for an after hours notification and can't find the API endpoint to grab the email template. Found an example stating it should be: "https://desk.zoho.com/api/v1/emailtemplates/" + templateID;

    • Update Portal User Name using Deluge?

      Hey everyone. I have a basic intake form that gathers some general information. Our team then has a consultation with the person. If the person wants to move forward, the team pushes a CRM button that adds the user to a creator portal. That process is

    • Unable to retrieve Contact_Name field contents using Web API in javascript function

      Hello, I've added a field in the Purchase Order form to select and associate a Sales Order (Orden_de_venta, lookup field). I've also created a client script to complete some fields from the Sales Order (and the Quote), when the user specifies the related

    • Updating Woocommerce Variation Products Prices Via Zoho CRM

      I can update product prices with this flow: But I can't update variant products. I got a code from Zoho for this, but I couldn't get it to work. It needs to find the product in the CRM from the SKU field and update the variation with the price there.

    • Emails Disappearing From Inbox

      I am experiencing the unnerving problem of having some of the messages in my inbox just disappear.  It seems to happen to messages that have been in there for longer than a certain amount of time (not sure how long exactly). They are usually messages that I have flagged and know I need to act on, but have not gotten around to doing so yet.  I leave them in my inbox so I will see them and be reminded that I still need to do something about them, but at least twice now I have opened my inbox and found

    • Power of Automation :: Automatic removal of project users once the project status is changed.

      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 complex tasks and

    • Next Page