CLOVA Studio glossary

Available in Classic and VPC

You must become familiar with a few terms to use CLOVA Studio. The glossary and its description are as follows:

AI Services

Service category of NAVER Cloud Platform that supports the easy and convenient construction of competitive AI services using state-of-the-art AI services trained on NAVER's rich data, such as CLOVA and Papago.

API key

An authentication key used to verify permissions when using CLOVA Studio API.

CLOVA Studio

Service of NAVER Cloud Platform where users can create an AI service utilizing HyperCLOVA X's ultra-large-scale AI trained on massive amounts of data and documents.

Chat Completions

An API that uses the HyperCLOVA X model to provide interactive output.

Context length

The total number of input and output tokens that the model can process in one request.

Function calling

A feature that enables models to call external features or APIs to dynamically retrieve information or perform tasks.

Instruction dataset

An interactive dataset structure used to tune the HyperCLOVA X model.

LangChain

An open source framework that connects multiple language models and tools to help you develop applications easily.

Max Tokens

A setting parameter for the output tokens to be requested from the model.

QPM (Queries per Minute)

Refers to the number of queries that can be requested through the API per minute, and calls are limited if QPM is exceeded.

TPM (Tokens per Minute)

Refers to the number of tokens that can be requested through the API per minute, and calls are limited if TPM is exceeded.

Retrieval Augmented Generation (RAG)

A method to reduce illusions and reflect accurate information in answers by searching a trusted external knowledge base before the model generates a response.

Router

A feature to categorize and filter user requests.

Domain

A category that serves as the basis for classifying user requests on the router.

Content filter

A filter that detects topics that should be blocked as exceptions within a specific domain on the router.

Safety filter

A filter that detects unethical or sensitive content within a specific domain on the router.

Model

A language model used to generate the result value, provided as a HyperCLOVA X model such as HCX-005, HCX-DASH-002.

Service app

To reflect a CLOVA Studio API as a real service, you must apply for a service app, and there is a separate maximum usage amount.

Skill

Tool to generate natural language answers based on observations by selecting an API to answer a user's conversational input, creating the necessary request parameters, and calling the API.

System prompt

Initial settings that give the model overall guidelines or a role.

Skill set

A collection of skills, with skills in the same group organized into the same skill set.

Image comprehending model

A model that understands images as well as natural language.

Usage control policy

A policy in place to limit the number of API requests and tokens to ensure the availability and stability of services.

Explorer

A space where you can utilize various APIs required for implementing AI-based services such as paragraph division, slide window, embedding, and summarization.

Embedding

An API that can be used for RAG implementation and document indexing tasks by performing vectorization tasks that represent text as numbers.

Query

A question or request that a user inputs to an AI.

Test app

An app that provides temporary APIs that can be tested before being applied to real services.

Token

A word piece made by dividing a word for processing natural language.

Tuning

A method of creating a model optimized for the user by training the user dataset.

Parameters

Several settings, including Top P, Top K, Max Tokens, Temperature, and Repetition penalty, that affect the results the model generates.

Playground

A screen where users can test and experiment with the AI ​​themselves by entering prompts.

Probability-based language model

A language model that can predict the next word based on probability. The HyperCLOVA X language model is used in CLOVA Studio.