Integrate the Snowflake API with the Google Gemini API

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

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Popular Ways to Connect Snowflake with Google Gemini#

Generate Content from Text and Image with Google Gemini API on New Row from Snowflake API

Snowflake + Google Gemini

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Generate Content from Text with Google Gemini API on New Row from Snowflake API

Snowflake + Google Gemini

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Generate Content from Text and Image with Google Gemini API on New Query Results from Snowflake API

Snowflake + Google Gemini

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Generate Content from Text with Google Gemini API on New Query Results from Snowflake API

Snowflake + Google Gemini

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Generate Content from Text and Image with Google Gemini API on Failed Task in Schema from Snowflake API

Snowflake + Google Gemini

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Popular Snowflake and Google Gemini Triggers#

New Row from the Snowflake API

Emit new event when a row is added to a table

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New Query Results from the Snowflake API

Run a SQL query on a schedule, triggering a workflow for each row of results

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Failed Task in Schema from the Snowflake API

Emit new events when a task fails in a database schema

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New Database from the Snowflake API

Emit new event when a database is created

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New Deleted Role from the Snowflake API

Emit new event when a role is deleted

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Popular Snowflake and Google Gemini Actions#

Generate Content from Text with the Google Gemini API

Generates content from text input using the Google Gemini API. See the documentation

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Generate Content from Text and Image with the Google Gemini API

Generates content from both text and image input using the Gemini API. See the documentation

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Execute SQL Query with the Snowflake API

Execute a custom Snowflake query. See our docs to learn more about working with SQL in Pipedream.

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Insert Multiple Rows with the Snowflake API

Insert multiple rows into a table

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Insert Single Row with the Snowflake API

Insert a row into a table

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Overview of Snowflake#

Snowflake offers a cloud database and related tools to help developers create robust, secure, and scalable data warehouses. See Snowflake's Key Concepts & Architecture.

Getting Started

1. Create a user, role and warehouse in Snowflake

Snowflake recommends you create a new user, role, and warehouse when you integrate a third-party tool like Pipedream. This way, you can control permissions via the user / role, and separate Pipedream compute and costs with the warehouse. You can do this directly in the Snowflake UI.

We recommend you create a read-only account if you only need to query Snowflake. If you need to insert data into Snowflake, add permissions on the appropriate objects after you create your user.

2. Enter those details in Pipedream

Visit https://pipedream.com/accounts. Click the button to Connect an App. Enter the required Snowflake account data.

You'll only need to connect your account once in Pipedream. You can connect this account to multiple workflows to run queries against Snowflake, insert data, and more.

3. Build your first workflow

Visit https://pipedream.com/new to build your first workflow. Pipedream workflows let you connect Snowflake with 1,000+ other apps. You can trigger workflows on Snowflake queries, sending results to Slack, Google Sheets, or any app that exposes an API. Or you can accept data from another app, transform it with Python, Node.js, Go or Bash code, and insert it into Snowflake.

Learn more at Pipedream University.

Connect Snowflake#

import snowflake from '@pipedream/snowflake';

export default defineComponent({
  props: {
    snowflake,
  },
  async run({ $ }) {
    // Component source code:
    // https://github.com/PipedreamHQ/pipedream/tree/master/components/snowflake
    
    return this.snowflake.executeQuery({
      sqlText: `SELECT CURRENT_TIMESTAMP()`,
      binds: [],
    });
  },
});

Overview of Google Gemini#

The Google Gemini API is a cutting-edge tool from Google that enables developers to leverage AI models like Imagen and MusicLM to create and manipulate images and music based on textual descriptions. With Pipedream, you can harness this API to automate workflows that integrate AI-generated content into a variety of applications, from generating visuals for social media posts to composing background music for videos. Pipedream's serverless platform allows you to connect Google Gemini API with other apps to create complex, event-driven workflows without managing infrastructure.

Connect Google Gemini#

import { axios } from "@pipedream/platform"
export default defineComponent({
  props: {
    google_gemini: {
      type: "app",
      app: "google_gemini",
    }
  },
  async run({steps, $}) {
    const data = `{{your_promptt}}`;
      //E.g. {"contents":[{"parts":[{"text":"Write a story about a magic backpack"}]}]}
    return await axios($, {
      method: "POST",
      url: `https://generativelanguage.googleapis.com/v1beta/models/gemini-pro:generateContent`,
      headers: {
        "Content-Type": "application/json",        
      },      
      params: {
        key: `${this.google_gemini.$auth.api_key}`,
      },
      data
    })
  },
})

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