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Azure OpenAI Service Activities

Azure OpenAI Service Activities

by Omega Healthcare

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Activity

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Summary

Summary

Azure OpenAI Service offers cloud-based access to advanced AI models, including GPT-3 and GPT-4, enabling developers to integrate natural language processing and generation into their applications.

Overview

Overview

This activity can enable the below functionalities related to leveraging AI for text generation, Chatbot, embeddings and analysis,  focusing on enhancing applications with natural language understanding and generation capabilities.

1. Completions: This feature of AI models like GPT-3 generates text completions based on a given prompt. By analyzing the input, the model predicts and returns a continuation, crafting responses that can range from answering questions to generating creative content, thus enabling applications to offer dynamic and contextually relevant text outputs.

2. ChatCompletions: Specifically designed for conversational interfaces, ChatCompletions provide responses that are optimized for dialogues. This functionality enables AI to engage in more natural, human-like conversations, making it ideal for chatbots, virtual assistants, and other applications requiring interactive communication.

3. Embeddings: Embeddings convert text into numerical vectors, capturing semantic meaning in a format that machines can understand. This feature is crucial for tasks like semantic search, text classification, and similarity analysis, allowing systems to process and analyze text at a deeper level, facilitating a wide range of AI-driven insights and operations.

Features

Features

1. Effortlessly integrate Azure OpenAI functionality into your UiPath workflows with Microsoft's enterprise-grade security and compliance.

2. Generate text, engage in conversations, and analyze language within your projects using advanced AI models. 

3. Achieve efficient automation with powerful API calls. 

4. Seamlessly manage your language tasks, enhancing productivity and application capabilities.

Additional Information

Additional Information

Dependencies

Newtonsoft.json(>=13.0.3)

Code Language

Visual Basic

Runtime

Windows (.Net 5.0 or higher)

Publisher

Omega Healthcare

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License & Privacy

Apache

Privacy Terms

Technical

Version

1.10.0

Updated

Feb 8, 2024

Works with

Studio: 22.10.5+

Certification

Silver Certified

Application

Microsoft Azure OpenAI

Support

UiPath Community Support

Resources

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