What is GPT
Hello :) This is RC Town.
Today, we will learn how to use Chat GTP or API.
We covered in detail how to apply the API.
What is ChatGPT?
ChatGPT is a large language model (LLM) chatbot based on GPT-3.5 developed by OpenAI . ChatGPT interacts in a conversational fashion and has the ability to deliver remarkably human-like responses.
A large language model (LLM) is tasked with predicting the next word in a sequence of words.
ChatGPT also uses Reinforcement Learning w/ Human Feedback (RLHF) , an additional training layer that uses human feedback to create the ability to follow the user's instructions and generate a satisfactory response .
ChatGPT
Openai, which develops ChatGPT, released the API on March 1, 2023. With the release of ChatGPT this time, the API of Whisper, a voice-to-text conversion model released in September of last year, was also released. Businesses can now leverage APIs to leverage voice-to-text as well as chat.
Codex
A set of models capable of understanding and generating code, including translating natural language into code.
The Codex model is a descendant of the GPT-3 model that can understand and generate code. Their training data includes both natural language and billions of lines of open code on github.
Most proficient in Python, proficient in over a dozen languages including JavaScript, Go, Perl, PHP, Ruby, Swift, TypeScript, SQL, and Shell.
Moderation
Moderation means filtering or removing inappropriate content. With the increasing use of the internet and mobile apps, inappropriate content can easily circulate online, requiring various types of content filtering and management. To do this, the Moderation API allows you to automatically identify and filter out inappropriate content.
result
DALLE
DALL-E takes text as input and creates a corresponding image. You provide a textual description of a particular concept or object and DALL-E will generate an image that fits that description. For example, if you type in the word "new chorom", it will generate an image that fits the concept of new chorom that doesn't actually exist. This generation process is done using a language model such as GPT-3, after which the generated image is generated using a Generative Adversarial Network (GAN).
Whisper
It is an artificial intelligence model released by OpenAI that can convert voice into text.
The code below is a code that receives a YouTube video file, converts it to an audio file, and converts it to text using the Whisper API.
Embedding
What is Embedding?
OpenAI's text embedding measures the relevance of text strings. Embeddings are commonly used for:
Search (results are ranked based on query string and relevance)
Clustering (text strings are grouped according to similarity)
Recommendation (when an item with an associated text string is recommended)
Anomaly detection (to identify outliers with little relevance)
Various measures (if the similarity distribution is being analyzed)
Categorization (where text strings are classified to the most similar label)
So far, we have learned about the principles of ChatGPT, how to use it, and examples. As mentioned earlier, what ChatGPT provides is often inaccurate. However, it seems to be a useful enough tool if the user gives clear directions to ChatGPT.
It was an ideal RC town~
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