Summarize Text with OpenAI (ChatGPT) API on New Timesheet Entry from Harvest API

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New Timesheet Entry from the Harvest API

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Summarize Text with the OpenAI (ChatGPT) API

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Getting Started#

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

Select this integration
Configure the New Timesheet Entry trigger
1. Connect your Harvest account
2. Configure Polling interval
3. Select a Account ID
Configure the Summarize Text action
1. Connect your OpenAI (ChatGPT) account
2. Select a Model
3. Optional- Configure Max Tokens
4. Optional- Configure Temperature
5. Optional- Configure Top P
6. Optional- Configure N
7. Optional- Configure Stop
8. Optional- Configure Presence Penalty
9. Optional- Configure Frequency Penalty
10. Optional- Configure User
11. Configure Text
12. Optional- Select a Summary Length
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 Timesheet Entry on Harvest

Description:Emit new notifications when a new timesheet entry is created

Version:0.0.4

Key:harvest-new-timesheet-entry

View on GitHub

Harvest Overview#

Harvest is a time tracking and invoicing tool that can streamline the way freelancers and businesses record time for various projects and tasks. By leveraging the Harvest API on Pipedream, you can automate complex workflows that integrate time tracking data with other business tools. Generate reports, sync project data, and manage invoices with minimal manual intervention. Pipedream's serverless platform lets you create these automations using simple, code-driven components, enabling a seamless connection between Harvest and a multitude of other apps.

Trigger Code#

import harvest from "../../harvest.app.mjs";
import { DEFAULT_POLLING_SOURCE_TIMER_INTERVAL } from "@pipedream/platform";

export default {
  key: "harvest-new-timesheet-entry",
  name: "New Timesheet Entry",
  description: "Emit new notifications when a new timesheet entry is created",
  version: "0.0.4",
  type: "source",
  props: {
    harvest,
    timer: {
      label: "Polling interval",
      description: "Pipedream will poll Harvest API on this schedule",
      type: "$.interface.timer",
      default: {
        intervalSeconds: DEFAULT_POLLING_SOURCE_TIMER_INTERVAL,
      },
    },
    db: "$.service.db",
    accountId: {
      propDefinition: [
        harvest,
        "accountId",
      ],
    },
  },
  dedupe: "unique",
  async run() {
    const data = [];
    let lastDateChecked = this.harvest.getLastDateChecked(this.db);
    if (!lastDateChecked) {
      lastDateChecked = new Date().toISOString();
      this.harvest.setLastDateChecked(this.db, lastDateChecked);
    }
    const entries = await this.harvest.listTimeEntriesPaginated({
      page: 1,
      updatedSince: lastDateChecked,
      accountId: this.accountId,
    });
    for await (const entry of entries) {
      data.push(entry);
    }
    data && data.reverse().forEach((entry) => {
      this.harvest.setLastDateChecked(this.db, entry.updated_at);
      this.$emit(entry,
        {
          id: entry.id,
          summary: `Task: ${entry.task.name} - ${entry.spent_date} ${entry.started_time || ""} ${entry.ended_time
            ? " to " + entry.ended_time
            : ""}`,
          ts: Date.parse(entry.updated_at),
        });
    });
  },
};

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
Harvest	`harvest`	`app`	This component uses the Harvest app.
Polling interval	`timer`	`$.interface.timer`	Pipedream will poll Harvest API on this schedule
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
Account ID	`accountId`	`string`	Select a value from the drop down menu.

Trigger Authentication#

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

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

About Harvest#

Online Time Tracking and Invoicing Software

Action#

Summarize Text on OpenAI (ChatGPT)

Description:Summarizes text using the Chat API. [See the documentation](https://platform.openai.com/docs/api-reference/chat)

Version:0.1.2

Key:openai-summarize

View on GitHub

OpenAI (ChatGPT) Overview#

OpenAI provides a suite of powerful AI models through its API, enabling developers to integrate advanced natural language processing and generative capabilities into their applications. Here’s an overview of the services offered by OpenAI's API:

Use Python or Node.js code to make fully authenticated API requests with your OpenAI account:

Action Code#

import common from "../common/common-helper.mjs";
import constants from "../../common/constants.mjs";

export default {
  ...common,
  name: "Summarize Text",
  version: "0.1.2",
  key: "openai-summarize",
  description: "Summarizes text using the Chat API. [See the documentation](https://platform.openai.com/docs/api-reference/chat)",
  type: "action",
  props: {
    ...common.props,
    text: {
      label: "Text",
      description: "The text to summarize",
      type: "string",
    },
    length: {
      label: "Summary Length",
      description: "The length of the summary",
      type: "string",
      optional: true,
      options: constants.SUMMARIZE_LENGTH,
    },
  },
  methods: {
    ...common.methods,
    systemInstructions() {
      return "Your goal is to summarize the text the user provides. Please follow the length guidelines presented in the prompt.";
    },
    maxLength() {
      return this.length
        ? ` in one ${this.length}`
        : "";
    },
    userMessage() {
      return `Summarize the following text${this.maxLength()}: ${this.text}`;
    },
    formatOutput({
      messages, response,
    }) {
      if (!messages || !response) {
        throw new Error("Invalid API output, please reach out to https://pipedream.com/support");
      }
      const output = {
        messages,
      };
      if (this.n > 1) {
        output.summaries = response.choices?.map(({ message }) => message.content);
      } else {
        output.summary = response.choices?.[0]?.message?.content;
      }
      return output;
    },
  },
};

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
OpenAI (ChatGPT)	`openai`	`app`	This component uses the OpenAI (ChatGPT) app.
Model	`modelId`	`string`	Select a value from the drop down menu.
Max Tokens	`maxTokens`	`integer`	The maximum number of tokens to generate in the completion.
Temperature	`temperature`	`string`	Optional. What sampling temperature to use. Higher values means the model will take more risks. Try 0.9 for more creative applications, and 0 (argmax sampling) for ones with a well-defined answer.
Top P	`topP`	`string`	An alternative to sampling with temperature, called nucleus sampling, where the model considers the results of the tokens with top_p probability mass. So 0.1 means only the tokens comprising the top 10% probability mass are considered. We generally recommend altering this or `temperature` but not both.
N	`n`	`integer`	How many completions to generate for each prompt
Stop	`stop`	`string[]`	Up to 4 sequences where the API will stop generating further tokens. The returned text will not contain the stop sequence.
Presence Penalty	`presencePenalty`	`string`	Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the text so far, increasing the model's likelihood to talk about new topics.
Frequency Penalty	`frequencyPenalty`	`string`	Number between -2.0 and 2.0. Positive values penalize new tokens based on their existing frequency in the text so far, decreasing the model's likelihood to repeat the same line verbatim.
User	`user`	`string`	A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse. Learn more here.
Text	`text`	`string`	The text to summarize
Summary Length	`length`	`string`	Select a value from the drop down menu:`wordsentenceparagraphpage`

Summarize Text with OpenAI (ChatGPT) API on New Timesheet Entry from Harvest API

Pipedream makes it easy to connect APIs for OpenAI (ChatGPT), Harvest and 2,400+ other apps remarkably fast.

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

Developers ♥ Pipedream

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