๐น Text generation
Generating text, translating languages, writing codes andย other forms of creative content, and providing helpful answers to your questions are all made possible with this capability. JSON mode and reproducible outputs are now within the capabilities of GPT-4 models. Setting the seed parameter and using the system fingerprint response field now also allows you to achieve (mostly) predictable outputs.
โ๏ธ Prompt Engineering
Want to raise the level of your outputs by offering advice and top techniques for creating writing prompts. You can write these prompts by following the guidelines provided by prompt engineering, which include topic, style, and tone. It’s similar to sharing with the model your artistic vision and all the specifics necessary to bring your concepts to life. This maximizes your output and helps you become a master.
๐ Embeddings
Consider words to be points on a large map. Words that are similar will be near each other. The Embeddings tool in OpenAI assists you in navigating this map. It alters how you search for, compare, and group text. It’s like a powerful magnifying lens for your words. You can search for similar papers, organize material by topic, and even determine how closely two pieces of writing are related.
๐ฃ๏ธ Speech to Text
Are you sick of typing? OpenAI’s Speech to Text technology can convert your spoken words into written ones. Simply upload an audio file or record directly into the microphone, and the model will transcribe it. It’s like to having a magical pen that listens instead of writing. The function supports several languages and audio formats, making it adaptable to a variety of needs.
๐จ Image Generation
With OpenAI’s Image Generation, you can use code to play artist. Describe your desiredย image: a futuristic city, fluffy cat,ย or even a realistic image of an unknown human. This amazing application creates graphics according to your language directions, bringing your concept to life. Even already-taken pictures can be edited. It resembles having a magical paintbrush that you can manipulate with words.
๐ค Fine Tuning
Fine-tuning from OpenAI allows you to modify their pre-trained models to your exact needs. You can improve the models’ performance on specific tasks or subjects by feeding them your own data and examples. For example, you can train a model to produce marketing copy that is tailored to your brand voice. It’s as if you gave the models a crash course on your universe and turned them become specialists.