← Microsoft Teams + wit.ai integrations

Add Utterance with wit.ai API on New Chat from Microsoft Teams API

Pipedream makes it easy to connect APIs for wit.ai, Microsoft Teams and 2,700+ other apps remarkably fast.

Trigger workflow on
New Chat from the Microsoft Teams API
Next, do this
Add Utterance with the wit.ai API
No credit card required
Intro to Pipedream
Watch us build a workflow
Watch us build a workflow
8 min
Watch now ➜

Trusted by 1,000,000+ developers from startups to Fortune 500 companies

Adyen logo
Appcues logo
Bandwidth logo
Checkr logo
ChartMogul logo
Dataminr logo
Gopuff logo
Gorgias logo
LinkedIn logo
Logitech logo
Replicated logo
Rudderstack logo
SAS logo
Scale AI logo
Webflow logo
Warner Bros. logo
Adyen logo
Appcues logo
Bandwidth logo
Checkr logo
ChartMogul logo
Dataminr logo
Gopuff logo
Gorgias logo
LinkedIn logo
Logitech logo
Replicated logo
Rudderstack logo
SAS logo
Scale AI logo
Webflow logo
Warner Bros. logo

Developers Pipedream

Getting Started

This integration creates a workflow with a Microsoft Teams trigger and wit.ai action. When you configure and deploy the workflow, it will run on Pipedream's servers 24x7 for free.

  1. Select this integration
  2. Configure the New Chat trigger
    1. Connect your Microsoft Teams account
    2. Configure timer
  3. Configure the Add Utterance action
    1. Connect your wit.ai account
    2. Configure Text
    3. Optional- Configure Out of Scope
  4. Deploy the workflow
  5. Send a test event to validate your setup
  6. Turn on the trigger

Details

This integration uses pre-built, source-available components from Pipedream's GitHub repo. These components are developed by Pipedream and the community, and verified and maintained by Pipedream.

To contribute an update to an existing component or create a new component, create a PR on GitHub. If you're new to Pipedream component development, you can start with quickstarts for trigger span and action development, and then review the component API reference.

Trigger

Description:Emit new event when a new chat is created
Version:0.0.10
Key:microsoft_teams-new-chat

Microsoft Teams Overview

The Microsoft Teams API on Pipedream allows you to automate tasks, streamline communication, and integrate with other services to enhance the functionality of Teams as a collaboration hub. With this API, you can send messages to channels, orchestrate complex workflows based on Teams events, and manage Teams' settings programmatically.

Trigger Code

import base from "../common/base.mjs";

export default {
  ...base,
  key: "microsoft_teams-new-chat",
  name: "New Chat",
  description: "Emit new event when a new chat is created",
  version: "0.0.10",
  type: "source",
  dedupe: "unique",
  methods: {
    ...base.methods,
    async getResources(lastCreated) {
      return this.getNewPaginatedResources(
        this.microsoftTeams.listChats,
        {},
        lastCreated,
      );
    },
    generateMeta(chat) {
      return {
        id: chat.id,
        summary: chat.topic ?? `Chat ID ${chat.id}`,
        ts: Date.parse(chat.createdDateTime),
      };
    },
  },
};

Trigger Configuration

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI and CLI.
LabelPropTypeDescription
Microsoft TeamsmicrosoftTeamsappThis component uses the Microsoft Teams app.
N/Adb$.service.dbThis component uses $.service.db to maintain state between executions.
timer$.interface.timer

Trigger Authentication

Microsoft Teams uses OAuth authentication. When you connect your Microsoft Teams account, Pipedream will open a popup window where you can sign into Microsoft Teams and grant Pipedream permission to connect to your account. Pipedream securely stores and automatically refreshes the OAuth tokens so you can easily authenticate any Microsoft Teams API.

Pipedream requests the following authorization scopes when you connect your account:

User.Reademailoffline_accessopenidprofileChat.ReadChat.ReadWriteChatMessage.SendChannel.ReadBasic.AllChannelMessage.Read.AllChannelMessage.SendTeam.ReadBasic.AllSchedule.Read.All

About Microsoft Teams

Microsoft Teams has communities, events, chats, channels, meetings, storage, tasks, and calendars in one place.

Action

Description:Add a sample utterance to train your app with an intent. [See the documentation](https://wit.ai/docs/http/20240304#post__utterances).
Version:0.0.1
Key:wit_ai-add-utterance

wit.ai Overview

Wit.ai API enables your apps to process natural language and understand human commands contextually. With it, you can build conversational interfaces, decipher intent from text or voice inputs, and train your model to improve recognition. Pipedream provides a seamless platform to trigger workflows using this API, allowing the automation of tasks based on language cues. It's perfect for crafting custom bots, enhancing customer service, or streamlining internal operations by interpreting human requests and taking action accordingly.

Action Code

import app from "../../wit_ai.app.mjs";
import utils from "../../common/utils.mjs";
import constants from "../../common/constants.mjs";

export default {
  key: "wit_ai-add-utterance",
  name: "Add Utterance",
  description: "Add a sample utterance to train your app with an intent. [See the documentation](https://wit.ai/docs/http/20240304#post__utterances).",
  version: "0.0.1",
  type: "action",
  props: {
    app,
    text: {
      type: "string",
      label: "Text",
      description: "The text (sentence) you want your app to understand.",
    },
    outOfScope: {
      type: "boolean",
      label: "Out of Scope",
      description: "To train your app to recognize utterances that it should not handle set this to `true`.",
      optional: true,
      default: false,
      reloadProps: true,
    },
  },
  async additionalProps() {
    if (this.outOfScope === true) {
      return {};
    }

    const data = await this.app.listIntents();
    const intents = data.map(({ name }) => name);
    const intentOptions = intents.concat(Object.values(constants.BUILTIN_INTENTS));

    return {
      intent: {
        type: "string",
        label: "Intent",
        description: "The name of the intent you wish to create or train.",
        options: intentOptions,
      },
      entities: {
        type: "string[]",
        label: "Entities",
        description: "The list of entities appearing in this sentence, that you want your app to extract once it is trained. Each entity must be a JSON string with the following properties:\n- `entity` (string, required): The entity name, including the role (e.g., `temperature:temperature` or `wit$temperature:temperature`).\n- `start` (integer, required): The starting index within the text.\n- `end` (integer, required): The ending index within the text.\n- `body` (string, required): The span of the text for the entity.\n- `entities` (array, required): List of entities found within the composite entity.\n\nExample: `{\"entity\":\"wit$temperature:temperature\",\"start\":19,\"end\":26,\"body\":\"34 degrees\",\"entities\":[]}`",
        optional: true,
      },
      traits: {
        type: "string[]",
        label: "Traits",
        description: "The list of traits that are relevant for the utterance. Each trait must be a JSON string with the following properties:\n- `trait` (string, required): The trait name. This can be a trait you created, or a built-in one. i.e `faq` or `wit$sentiment`.\n- `value` (string, required): The value for the trait, e.g. `positive`.\n\nExample: `{\"trait\":\"wit$sentiment\",\"value\":\"neutral\"}`",
        optional: true,
      },
    };
  },
  methods: {
    addUtterance(args = {}) {
      return this.app.post({
        path: "/utterances",
        ...args,
      });
    },
  },
  async run({ $ }) {
    const {
      addUtterance,
      text,
      intent,
      entities,
      traits,
    } = this;

    const response = await addUtterance({
      $,
      data: [
        {
          text,
          intent,
          entities: utils.parseArray(entities),
          traits: utils.parseArray(traits),
        },
      ],
    });

    $.export("$summary", "Successfully added an utterance to your app.");
    return response;
  },
};

Action Configuration

This component may be configured based on the props defined in the component code. Pipedream automatically prompts for input values in the UI.

LabelPropTypeDescription
wit.aiappappThis component uses the wit.ai app.
Texttextstring

The text (sentence) you want your app to understand.

Out of ScopeoutOfScopeboolean

To train your app to recognize utterances that it should not handle set this to true.

Action Authentication

wit.ai uses API keys for authentication. When you connect your wit.ai account, Pipedream securely stores the keys so you can easily authenticate to wit.ai APIs in both code and no-code steps.

About wit.ai

Natural Language for Developers

More Ways to Connect wit.ai + Microsoft Teams

Create Intent with wit.ai API on New Channel Message from Microsoft Teams API
Microsoft Teams + wit.ai
 
Try it
Create Intent with wit.ai API on New Channel from Microsoft Teams API
Microsoft Teams + wit.ai
 
Try it
Create Intent with wit.ai API on New Chat Message from Microsoft Teams API
Microsoft Teams + wit.ai
 
Try it
Create Intent with wit.ai API on New Chat from Microsoft Teams API
Microsoft Teams + wit.ai
 
Try it
Create Intent with wit.ai API on New Team Member from Microsoft Teams API
Microsoft Teams + wit.ai
 
Try it
New Channel from the Microsoft Teams API

Emit new event when a new channel is created within a team

 
Try it
New Channel Message from the Microsoft Teams API

Emit new event when a new message is posted in a channel

 
Try it
New Chat from the Microsoft Teams API

Emit new event when a new chat is created

 
Try it
New Chat Message from the Microsoft Teams API

Emit new event when a new message is received in a chat

 
Try it
New Team from the Microsoft Teams API

Emit new event when a new team is joined by the authenticated user

 
Try it
Create Channel with the Microsoft Teams API

Create a new channel in Microsoft Teams. See the docs here

 
Try it
List Channels with the Microsoft Teams API

Lists all channels in a Microsoft Team. See the docs here

 
Try it
List Shifts with the Microsoft Teams API

Get the list of shift instances for a team. See the documentation

 
Try it
Send Channel Message with the Microsoft Teams API

Send a message to a team's channel. See the docs here

 
Try it
Send Chat Message with the Microsoft Teams API

Send a message to a team's chat. See the docs here

 
Try it

Explore Other Apps

1
-
24
of
2,700+
apps by most popular

HTTP / Webhook
HTTP / Webhook
Get a unique URL where you can send HTTP or webhook requests
Node
Node
Anything you can do with Node.js, you can do in a Pipedream workflow. This includes using most of npm's 400,000+ packages.
Python
Python
Anything you can do in Python can be done in a Pipedream Workflow. This includes using any of the 350,000+ PyPi packages available in your Python powered workflows.
Pipedream Utils
Pipedream Utils
Utility functions to use within your Pipedream workflows
Notion
Notion
Notion is a new tool that blends your everyday work apps into one. It's the all-in-one workspace for you and your team.
OpenAI (ChatGPT)
OpenAI (ChatGPT)
OpenAI is an AI research and deployment company with the mission to ensure that artificial general intelligence benefits all of humanity. They are the makers of popular models like ChatGPT, DALL-E, and Whisper.
Anthropic (Claude)
Anthropic (Claude)
AI research and products that put safety at the frontier. Introducing Claude, a next-generation AI assistant for your tasks, no matter the scale.
Google Sheets
Google Sheets
Use Google Sheets to create and edit online spreadsheets. Get insights together with secure sharing in real-time and from any device.
Telegram
Telegram
Telegram, is a cloud-based, cross-platform, encrypted instant messaging (IM) service.
Google Drive
Google Drive
Google Drive is a file storage and synchronization service which allows you to create and share your work online, and access your documents from anywhere.
Pinterest
Pinterest
Pinterest is a visual discovery engine for finding ideas like recipes, home and style inspiration, and more.
Google Calendar
Google Calendar
With Google Calendar, you can quickly schedule meetings and events and get reminders about upcoming activities, so you always know what’s next.
Shopify
Shopify
Shopify is a complete commerce platform that lets anyone start, manage, and grow a business. You can use Shopify to build an online store, manage sales, market to customers, and accept payments in digital and physical locations.
Supabase
Supabase
Supabase is an open source Firebase alternative.
MySQL
MySQL
MySQL is an open-source relational database management system.
PostgreSQL
PostgreSQL
PostgreSQL is a free and open-source relational database management system emphasizing extensibility and SQL compliance.
Premium
AWS
AWS
Amazon Web Services (AWS) offers reliable, scalable, and inexpensive cloud computing services.
Premium
Twilio SendGrid
Twilio SendGrid
Send marketing and transactional email through the Twilio SendGrid platform with the Email API, proprietary mail transfer agent, and infrastructure for scalable delivery.
Amazon SES
Amazon SES
Amazon SES is a cloud-based email service provider that can integrate into any application for high volume email automation
Premium
Klaviyo
Klaviyo
Email Marketing and SMS Marketing Platform
Premium
Zendesk
Zendesk
Zendesk is award-winning customer service software trusted by 200K+ customers. Make customers happy via text, mobile, phone, email, live chat, social media.
Premium
ServiceNow
ServiceNow
The smarter way to workflow
Slack
Slack
Slack is a channel-based messaging platform. With Slack, people can work together more effectively, connect all their software tools and services, and find the information they need to do their best work — all within a secure, enterprise-grade environment.
Microsoft Teams
Microsoft Teams
Microsoft Teams has communities, events, chats, channels, meetings, storage, tasks, and calendars in one place.