Integrate the Rasa API with the Data Stores API

Setup the Rasa API trigger to run a workflow which integrates with the Data Stores API. Pipedream's integration platform allows you to integrate Rasa and Data Stores remarkably fast. Free for developers.

Popular Rasa and Data Stores Actions#

Add or update a single record with the Data Stores API

Add or update a single record in your Pipedream Data Store.

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Add or update multiple records with the Data Stores API

Add or update multiple records to your Pipedream Data Store.

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Append to record with the Data Stores API

Append to a record in your data store Pipedream Data Store. If the record does not exist, a new record will be created in an array format.

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Check for existence of key with the Data Stores API

Check if a key exists in your Pipedream Data Store or create one if it doesn't exist.

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Delete a single record with the Data Stores API

Delete a single record in your Pipedream Data Store.

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Overview of Rasa#

Rasa is an open-source platform for building conversational AI applications, including chatbots and voice assistants. It offers robust API endpoints for training models, managing conversations, and interpreting user messages, thus enabling the development of sophisticated AI-driven communication tools. When used with Pipedream, Rasa can automate dialogue flow, extract insights from conversation data, or trigger actions in other apps based on conversational cues.

Connect Rasa#

import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    rasa: {
      type: "app",
      app: "rasa",
    }
  },
  async run({steps, $}) {
    const data = {
      "key": `${this.rasa.$auth.key}`,
    }
    return await axios($, {
      method: "post",
      url: `https://api.rasa.io/v1/tokens`,
      headers: {
        "accept": `application/json`,
        "Content-type": `application/json`,
      },
      auth: {
        username: `${this.rasa.$auth.username}`,
        password: `${this.rasa.$auth.password}`,
      },
      data,
    })
  },
})

Overview of Data Stores#

Data Stores are a key-value store that allow you to persist state and share data across workflows. You can perform CRUD operations, enabling dynamic data management within your serverless architecture. Use it to save results from API calls, user inputs, or interim data; then read, update, or enrich this data in subsequent steps or workflows. Data Stores simplify stateful logic and cross-workflow communication, making them ideal for tracking process statuses, aggregating metrics, or serving as a simple configuration store.

Connect Data Stores#

export default defineComponent({
  props: {
    myDataStore: {
      type: "data_store",
    },
  },
  async run({ steps, $ }) {
    await this.myDataStore.set("key_here","Any serializable JSON as the value")
    return await this.myDataStore.get("key_here")
  },
})