ClassifyAI

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ClassifyAI is a Data & Analytics tool that classifies data using personalized AI models. It features a REST API for sending classification requests and receiving structured responses from GPT models.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is ClassifyAI?

ClassifyAI is a Python project designed to classify data using personalized models powered by the OpenAI API. It provides a REST API that allows users to send classification requests and receive structured responses from GPT models. This tool supports defining custom classification models, either by referencing pre-configured JSON files or by passing the model structure directly in the API request. It's built with Flask and Python, offering flexibility for integration into various applications. Key features include model creation, editing, deletion via a Python API, and the ability to define and run tests for models, ensuring accurate and consistent data classification.

Best used for

Ideal for developers and data scientists who need to integrate AI-powered data classification into their applications, categorize diverse inputs, and manage custom classification models. Especially valuable for those requiring structured JSON responses from GPT models for seamless application integration.

Common actions

classify data

integrate AI classification

build custom models

test AI models

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Capabilities

Key features

Personalized classification models
REST API
OpenAI GPT integration
Custom model definition
Model management API
Model testing
Structured JSON responses

Target Audience

developerdata scientist

Integrations

openai

Pricing & Plans

Open Source

Free

FAQs

What OpenAI models does ClassifyAI support?

ClassifyAI is configured to use the OpenAI API, and by default, it uses `text-davinci-003`. However, users can specify a different OpenAI model in their `.env` file, allowing flexibility to leverage various GPT models for classification tasks.

Can I define my own classification models with ClassifyAI?

Yes, ClassifyAI allows users to define personalized classification models. You can either store your model structure in a JSON file within the `/service/models` folder or pass the complete model and its description directly in the POST request to the `/classify` endpoint.

How can I test my custom classification models?

ClassifyAI provides a testing framework. You can define test cases in Python files within the `/test/data` folder, specifying inputs and expected outputs for your models. These tests can then be run to validate the performance and accuracy of your classification models.

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Subcategories trending in Data & Analytics

Business Intelligence Predictive Analytics Data Labeling & Annotation Real-Time Analytics Market Research Data Pipelines & Integration

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Coding & Development › Backend & APIs

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