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Like many others, we are excited by the rapid development of LLMs, such as ChatGPT. In fact, we find that many of our users are building APIs that use OpenAI services, such as ChatGPT. These services typically integrate some internal data and use ChatGPT to "enhance" it - e.g. generate descriptions, extract entities, do sentiment analysis, etc.
To support them - and you! - in these efforts, we have developed a new set of templates you can now use to build such APIs in RAW. For this, just create a new API in RAW, choose OpenAI, and you will find many ready-to-use examples, which you can easily tweat for your specific scenarios.
Here’s a glimpse of what these new templates and examples offer:
- Build Mock AIs using OpenAI: This template shows how to create a JSON mock API from a natural language description of the data. This template enables you to simulate AI behavior, making development and testing more streamlined.
- Data Augmentation with OpenAI: This template demonstrates how to enhance your datasets by generating additional data points.
- Generating Descriptions of Data with OpenAI: Need to describe your data in a human-readable format? This template guides you through the process of generating comprehensive descriptions using OpenAI.
- Entity Extraction with OpenAI: Extracting entities from text has never been easier. This example demonstrates how to identify and pull specific entities from a given text using OpenAI.
- Keyword Extraction with OpenAI: Discover the essential keywords in your text. This template provides a step-by-step guide to extracting keywords using OpenAI, helping you understand the core themes in your content.
- Sentiment Analysis with OpenAI: Analyze the sentiment of your text with precision. This example illustrates how to perform sentiment analysis using OpenAI, offering insights into the emotions and opinions expressed in your data.
- General-Purpose Templates for ChatGPT Completions API: These templates provide a comprehensive guide on how to use the ChatGPT completions API, making it easier to integrate OpenAI’s language models into your applications.
These new templates, ready-to-use with a single click, simplify an otherwise complex tasks and allow developers to build quickly, innovate, and explore.
Get Started Today!
Whether you’re a seasoned AI practitioner or just getting started, these templates are designed to make your journey smooth and enjoyable. Explore the templates now and start building OpenAI-powered services that can transform, augment, or analyze your existing data. The future of AI is here, and it’s more accessible than ever. Sign up now to get started for free!