Unlock the Power of Generative AI with Oracle APEX

Generative AI (GAI) is a groundbreaking subfield of machine learning that pushes the boundaries of AI capabilities. Unlike traditional AI, GAI doesn't just analyze data, it actively creates entirely new content: text, images, audio, and even video. Imagine an AI that can write compelling marketing copy, design unique product prototypes, or even compose a catchy jingle. That's the potential of GAI.

By feeding GAI models with vast amounts of data, we can unlock its ability to generate content tailored to specific needs. This opens exciting possibilities across various industries.

Generative AI has taken the business world by storm, but simply having the technology isn't enough. Enterprises need actionable generative AI solutions. This means leveraging models specifically trained on an organization's unique data and intellectual property. Imagine AI that speaks your industry's language, understands your customers, and perfectly reflects your brand voice. That's the power to unlock results that hit your business goals.

Oracle offers a collection of AI services with prebuilt machine learning models, making it easier for developers to apply AI to applications and business operations.

Generative AI models equipped with advanced language comprehension to build the next generation of enterprise applications.

Oracle Cloud Infrastructure (OCI) Generative AI is a fully managed service available via API to seamlessly integrate these versatile language models into a wide range of use cases, including writing assistance, summarization, analysis, and chat.

Generative AI use cases:

• Analysis

Rapidly analyze large volumes of data, such as user feedback, market data, call scripts, and logs.

• Copy generation

Draft marketing copy, emails, blog posts, product descriptions, and more.

• Chat

Create chatbots that can brainstorm, problem-solve, and answer questions. Integrate them with search systems to create a knowledge-grounded information retrieval system.

• Stylistic conversion

Rewrite content in a different style or language.

• Text classification

Classify intent in customer chat logs, support tickets, and more.

• Search

Search call transcripts, internal knowledge sources, and other large corpuses of data to answer questions from users.

With the introduction of the OCI Generative AI Service, OCI now provides a fully managed framework for Gen AI model tuning and hosting on top of it. This reduces the customer effort and lead time to deploy a customized Gen AI solution down to days or weeks instead of months.

How OCI Generative AI works

You can bring generative AI capabilities based on large language models (LLMs) to your applications built using Oracle APEX. The Generative AI service can be accessed through REST APIs, and by using the powerful REST Data Source capabilities of APEX, you can effortlessly incorporate this advanced technology into your applications with a low-code approach.

Explore how Oracle APEX empowers developers to harness the power of Generative AI with ease.

You have immense potential to integrate Generative AI with Oracle APEX.

Unlock the Power of Generative AI with Oracle APEX

Here you can find learning Resources.

1. How to build generative AI capabilities into your APEX applications: https://blogs.oracle.com/apex/post/building-innovative-qa-experiences-oracle-apex-meets-oci-generative-ai
2. What Is Generative AI? How Does It Work? https://www.oracle.com/artificial-intelligence/generative-ai/what-is-generative-ai/
3. Explore the OCI Generative AI cloud architecture https://blogs.oracle.com/cloud-infrastructure/post/first-principles-oci-generative-ai-service?ref=pd&source=:so:ch:or:awr::::
4. Video: First Principles: Exploring the depths of OCI Generative AI Service https://youtu.be/TOPaqzM7u5s
5. LLM University by Cohere https://docs.cohere.com/docs/llmu
6. Getting started with Llama https://llama.meta.com/get-started
7. Prompt Engineering with Llama 2 https://www.deeplearning.ai/short-courses/prompt-engineering-with-llama-2/
8. Free APEX Workspace: https://apex.oracle.com/en/learn/getting-started/
9. Building Your First APEX App: https://apex.oracle.com/en/learn/build-your-first-app/

References

1. https://blogs.oracle.com/ai-and-datascience/post/future-generative-ai-what-enterprises-need-to-know
2. https://www.oracle.com/artificial-intelligence/generative-ai/generative-ai-service/?source=:so:ch:or:awr

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