Post Chat Completion with xAI API on New Database from Notion API

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New Database from the Notion API

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Post Chat Completion with the xAI API

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Getting Started#

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

Select this integration
Configure the New Database trigger
1. Connect your Notion account
2. Configure timer
Configure the Post Chat Completion action
1. Connect your xAI account
2. Select a Model
3. Configure Message
4. Optional- Configure Frequency Penalty
5. Optional- Configure Log Probabilities
6. Optional- Configure Max Tokens
7. Optional- Configure Completion Number
8. Optional- Configure Presence Penalty
9. Optional- Configure Seed
10. Optional- Configure Stream
11. Optional- Configure Temperature
12. Optional- Configure Nucleus Sampling
13. Optional- Configure User
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 Database on Notion

Description:Emit new event when a database is created. Note: Databases must be shared with your Pipedream Integtration to trigger event.

Version:0.0.8

Key:notion-new-database

View on GitHub

Notion Overview#

Notion's API allows for the creation, reading, updating, and deleting of pages, databases, and their contents within Notion. Using Pipedream's platform, you can build workflows that connect Notion with various other services to automate tasks such as content management, task tracking, and data synchronization. With Pipedream's serverless execution, you can trigger these workflows on a schedule, or by external events from other services, without managing any infrastructure.

Trigger Code#

import base from "../common/base.mjs";
import sampleEmit from "./test-event.mjs";
import constants from "../common/constants.mjs";

export default {
  ...base,
  key: "notion-new-database",
  name: "New Database",
  description: "Emit new event when a database is created. Note: Databases must be shared with your Pipedream Integtration to trigger event.",
  version: "0.0.8",
  type: "source",
  async run() {
    const databases = [];
    const params = this.lastCreatedSortParam();
    const lastCreatedTimestamp = this.getLastCreatedTimestamp();

    do {
      const response = await this.notion.listDatabases(params);

      for (const database of response.results) {
        if (!this.isResultNew(database.created_time, lastCreatedTimestamp)) {
          params.start_cursor = null;
          break;
        }
        databases.push(database);
      }

      params.start_cursor = response.next_cursor;
    } while (params.start_cursor);

    databases.reverse().forEach((database) => {
      const meta = this.generateMeta(
        database,
        constants.types.DATABASE,
        constants.timestamps.CREATED_TIME,
        constants.summaries.DATABASE_ADDED,
      );
      this.$emit(database, meta);
    });

    const lastCreatedTime = databases[databases.length - 1]?.created_time;
    if (lastCreatedTime) {
      this.setLastCreatedTimestamp(Date.parse(lastCreatedTime));
    }
  },
  sampleEmit,
};

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
Notion	`notion`	`app`	This component uses the Notion app.
N/A	`db`	`$.service.db`	This component uses `$.service.db` to maintain state between executions.
	`timer`	`$.interface.timer`

Trigger Authentication#

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

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

About 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.

Action#

Post Chat Completion on xAI

Description:Create a language model response for a chat conversation. [See the documentation](https://docs.x.ai/api/endpoints#chat-completions)

Version:0.0.2

Key:x_ai-post-chat-completion

View on GitHub

Action Code#

import app from "../../x_ai.app.mjs";

export default {
  key: "x_ai-post-chat-completion",
  name: "Post Chat Completion",
  description: "Create a language model response for a chat conversation. [See the documentation](https://docs.x.ai/api/endpoints#chat-completions)",
  version: "0.0.2",
  type: "action",
  props: {
    app,
    model: {
      propDefinition: [
        app,
        "model",
      ],
    },
    message: {
      propDefinition: [
        app,
        "message",
      ],
    },
    frequencyPenalty: {
      propDefinition: [
        app,
        "frequencyPenalty",
      ],
    },
    logprobs: {
      propDefinition: [
        app,
        "logprobs",
      ],
    },
    maxTokens: {
      propDefinition: [
        app,
        "maxTokens",
      ],
    },
    n: {
      propDefinition: [
        app,
        "n",
      ],
    },
    presencePenalty: {
      propDefinition: [
        app,
        "presencePenalty",
      ],
    },
    seed: {
      propDefinition: [
        app,
        "seed",
      ],
    },
    stream: {
      propDefinition: [
        app,
        "stream",
      ],
    },
    temperature: {
      propDefinition: [
        app,
        "temperature",
      ],
    },
    topP: {
      propDefinition: [
        app,
        "topP",
      ],
    },
    user: {
      propDefinition: [
        app,
        "user",
      ],
    },
  },

  async run({ $ }) {
    const response = await this.app.postChatCompletion({
      $,
      data: {
        model: this.model,
        messages: [
          {
            role: "user",
            content: this.message,
          },
        ],
        frequency_penalty: Number(this.frequencyPenalty),
        logprobs: this.logprobs,
        max_tokens: this.maxTokens,
        n: this.n,
        presence_penalty: Number(this.presencePenalty),
        seed: this.seed,
        stream: this.stream,
        temperature: Number(this.temperature),
        top_p: Number(this.topP),
        user: this.user,
      },
    });
    $.export("$summary", `Successfully sent message to the model '${this.model}'`);
    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
xAI	`app`	`app`	This component uses the xAI app.
Model	`model`	`string`	Select a value from the drop down menu.
Message	`message`	`string`	Message for the chat completion
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
Log Probabilities	`logprobs`	`boolean`	Include the log probabilities on the `logprobs` most likely output tokens, as well the chosen tokens
Max Tokens	`maxTokens`	`integer`	Limits the number of tokens that can be produced in the output
Completion Number	`n`	`integer`	Determines how many completion sequences to produce for each prompt. Be cautious with its use due to high token consumption
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
Seed	`seed`	`integer`	If specified, our system will make a best effort to sample deterministically
Stream	`stream`	`boolean`	Whether to stream back partial progress. If set, tokens will be sent as data-only server-sent events as they become available
Temperature	`temperature`	`string`	What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output more random, while lower values like 0.2 will make it more focused and deterministic
Nucleus Sampling	`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
User	`user`	`string`	A unique identifier representing your end-user, which can help xAI to monitor and detect abuse

Action Authentication#

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

About xAI#

xAI is an AI company with the mission of advancing scientific discovery and gaining a deeper understanding of our universe.

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Pipedream makes it easy to connect APIs for xAI, Notion 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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