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Experience the Best of Gemini AI Directly From Keboola

Get the latest update from our partnership with Google

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December 13, 2023
Experience the Best of Gemini AI Directly From Keboola
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Get the latest update from our partnership with Google

Google Gemini is the latest generative AI sensation and it’s now available in Keboola, our self-service data operations platform. 

This integration marks the next step for AI-powered data processing and unlocks new opportunities for Keboola users, language model enthusiasts, data scientists, application builders, and data engineers.

But this is just the start. We’ll be integrating an even wider range of AI providers into Keboola, minimizing the risk of relying on a single AI technology provider. 

What Is Google Gemini?

Google Gemini is the latest advanced AI multi-modal model released by the tech giant. It’s Google’s long-awaited alternative to ChatGPT, or more accurately, OpenAI’s GPT-4 model. 

Gemini comes in three variants, each one fulfilling different purposes:

  1. Gemini Ultra: The most advanced variant, suited for the most complex tasks like video and language understanding. 
  2. Gemini Pro: Powers the Bard chatbot, balancing speed and advanced AI capabilities. The default go-to variant for the majority of tasks.
  3. Gemini Nano: The fastest variant and mobile-optimized - ideal for on-device tasks and mobile apps. It provides instant AI processing capabilities on mobile devices.

Compared to GPT-4, Gemini Ultra demonstrates superior performance in image, video, and audio tests. It produces state-of-the-art results in various few-shot video captioning tasks, as well as zero-shot video question-answering tasks.

Gemini Pro, another variant of the model, boasts enhanced reasoning, planning, and writing capabilities, outperforming GPT-3.5 in six out of eight benchmarks​​.

In short, Gemini seems to be ushering in a new era of Generative AI technology, allowing users to tackle advanced data tasks with just a couple of keystrokes.

And the best thing? With Keboola, you can use Gemini to power production-ready apps today. 

Example of Gemini and Keboola in Action: SMS Marketing Campaign

Imagine this scenario: You need to send out personalized SMS product recommendations to your Shopify customers. The challenge? Personalizing marketing messages for thousands of customers is time-consuming and prone to human error.

This is where Keboola and Gemini come into play:

  1. Start by importing your Shopify customer data into Keboola using the Shopify extractor. This connector prepares action-ready customer data with all the relevant attributes, including name, telephone number, and product preferences.
  2. With Gemini fully integrated with Keboola, you just need to prompt the model to generate SMS copy for each customer following your provided template.

  1. Gemini then generates personalized SMS messages, which Keboola stores in a new table.
  1. Time to hit send! With a few clicks, Keboola’s Twilio writer makes Gemini’s copy SMS-ready so you can launch your marketing campaign.

In the blink of an eye, you're not just reaching customers - you're engaging them with a personalized experience, at scale.

Benefits of Using Keboola and Google Gemini Together

The Gemini + Keboola integration unlocks many benefits that go beyond the use case above:

  • Dynamic content creation: Automate the generation of personalized marketing content to ensure relevance and engagement for each recipient.
  • Variable integration: Seamlessly include variables in your content, tailoring it based on individual customer data, preferences, or past interactions.
  • Personalization at scale: Use Gemini, Keboola, and customer data to deliver highly personalized messages, offers, or recommendations that enhance the customer experience.
  • Scalability: Scale your marketing efforts with ease, generating tailored content for hundreds or thousands of recipients in a matter of minutes.
  • Activate data: With Keboola’s ETLT design and 700+ connectors, you can quickly move data from your database or generative AI into customer-facing apps like email software, customer support apps, and more.
  • A/B testing and optimization: Conduct A/B testing of different AI-generated content variations to determine which resonates best with your audience, then optimize accordingly.

Try Google Gemini in Keboola

Keboola is a self-service data operations platform that empowers users to connect, transform, and automate their data. It provides complete, managed, and governed data – a prerequisite for anyone wanting to develop their own AI products – allowing businesses to use AI on an industrial scale and even build products within the platform itself.

Want to see Keboola and Gemini in action? Try Google Gemini in Keboola!

#getsmarter
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