Summarize Text with Cohere API on New Item in Feed from RSS API

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New Item in Feed from the RSS API

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Summarize Text with the Cohere API

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Getting Started#

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

Select this integration
Configure the New Item in Feed trigger
1. Connect your RSS account
2. Configure timer
3. Configure Feed URL
4. Configure Published After
Configure the Summarize Text action
1. Connect your Cohere account
2. Configure Text
3. Optional- Configure Temperature
4. Optional- Select a Length
5. Optional- Select a Format
6. Optional- Select a Model
Deploy the workflow
Send a test event to validate your setup
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#

New Item in Feed on RSS

Description:Emit new items from an RSS feed

Version:1.2.6

Key:rss-new-item-in-feed

View on GitHub

RSS Overview#

The RSS app allows users to automatically fetch and parse updates from web feeds. This functionality is pivotal for staying abreast of content changes or updates from websites, blogs, and news outlets that offer RSS feeds. With Pipedream, you can harness the RSS API to trigger workflows that enable a broad range of automations, like content aggregation, monitoring for specific keywords, notifications, and data synchronization across platforms.

Trigger Code#

import rss from "../../app/rss.app.mjs";
import { defineSource } from "@pipedream/types";
import rssCommon from "../common/common.mjs";
export default defineSource({
    ...rssCommon,
    key: "rss-new-item-in-feed",
    name: "New Item in Feed",
    description: "Emit new items from an RSS feed",
    version: "1.2.6",
    type: "source",
    dedupe: "unique",
    props: {
        ...rssCommon.props,
        url: {
            propDefinition: [
                rss,
                "url",
            ],
        },
        publishedAfter: {
            type: "string",
            label: "Published After",
            description: "Emit items published after the specified date in ISO 8601 format .e.g `2022-12-07T12:57:10+07:00`",
            default: new Date(Date.now() - 24 * 60 * 60 * 1000).toISOString(), // default to one day ago
        },
    },
    hooks: {
        async activate() {
            // Try to parse the feed one time to confirm we can fetch and parse.
            // The code will throw any errors to the user.
            await this.rss.fetchAndParseFeed(this.url);
        },
    },
    methods: {
        ...rssCommon.methods,
        generateMeta: function (item) {
            return {
                id: this.rss.itemKey(item),
                summary: item.title,
                ts: Date.now(),
            };
        },
    },
    async run() {
        const items = await this.rss.fetchAndParseFeed(this.url);
        for (const item of items.reverse()) {
            const publishedAfter = +new Date(this.publishedAfter);
            const ts = this.rss.itemTs(item);
            if (Number.isNaN(publishedAfter) || publishedAfter > ts) {
                continue;
            }
            const meta = this.generateMeta(item);
            this.$emit(item, meta);
        }
    },
});

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.

Label	Prop	Type	Description
RSS	`rss`	`app`	This component uses the RSS app.
	`timer`	`$.interface.timer`	How often you want to poll the feed for new items
Feed URL	`url`	`string`	Enter the URL for any public RSS feed
Published After	`publishedAfter`	`string`	Emit items published after the specified date in ISO 8601 format .e.g `2022-12-07T12:57:10+07:00`

Trigger Authentication#

The RSS API does not require authentication.

About RSS#

Real Simple Syndication

Action#

Summarize Text on Cohere

Description:This action generates a summary in English for the given text. [See the docs here](https://docs.cohere.com/reference/summarize-2)

Version:0.0.1

Key:cohere_platform-summarize-text

View on GitHub

Cohere Overview#

The Cohere API enables the development of apps with advanced natural language understanding capabilities. Utilizing machine learning, it can help with tasks like text generation, summarization, sentiment analysis, and more. On Pipedream, you can seamlessly integrate Cohere's features into serverless workflows, triggering actions based on text input, processing large volumes of data, or even enhancing chatbots with more human-like responses.

Action Code#

import coherePlatform from "../../cohere_platform.app.mjs";

export default {
  key: "cohere_platform-summarize-text",
  name: "Summarize Text",
  version: "0.0.1",
  description: "This action generates a summary in English for the given text. [See the docs here](https://docs.cohere.com/reference/summarize-2)",
  type: "action",
  props: {
    coherePlatform,
    text: {
      type: "string",
      label: "Text",
      description: "The text to generate a summary for. Can be up to 100,000 characters long. Currently the only supported language is English.",
    },
    temperature: {
      propDefinition: [
        coherePlatform,
        "temperature",
      ],
    },
    length: {
      propDefinition: [
        coherePlatform,
        "summaryLength",
      ],
    },
    format: {
      propDefinition: [
        coherePlatform,
        "summaryFormat",
      ],
    },
    model: {
      propDefinition: [
        coherePlatform,
        "summaryModel",
      ],
    },
  },
  async run({ $ }) {
    const response = await this.coherePlatform.summarizeText({
      text: this.text,
      temperature: this.temperature && parseFloat(this.temperature),
      length: this.length,
      format: this.format,
      model: this.model,
    });

    if (response.statusCode != "200") {
      throw new Error(response.body.message);
    }

    $.export("$summary", "The text was successfully summarized.");
    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.

Label	Prop	Type	Description
Cohere	`coherePlatform`	`app`	This component uses the Cohere app.
Text	`text`	`string`	The text to generate a summary for. Can be up to 100,000 characters long. Currently the only supported language is English.
Temperature	`temperature`	`string`	Defaults to `0.75`, min value of `0.0`, max value of `5.0`. A non-negative float that tunes the degree of randomness in generation. Lower temperatures mean less random generations. See Temperature for more details.
Length	`length`	`string`	Select a value from the drop down menu:`shortmediumlongauto`
Format	`format`	`string`	Select a value from the drop down menu:`paragraphbulletsauto`
Model	`model`	`string`	Select a value from the drop down menu:`summarize-mediumsummarize-xlarge`