Unique AI - SDK & Toolkit Documentation¶

👋 Welcome to the Unique AI SDK & Toolkit documentation. This repository contains multiple packages and tools developed by the Unique team.

🚀 Getting Started¶

If you have a usecase in mind that you want to implement on the Unique Platform, you can find implementation guidelines here.

Depending on your usecase and needs, if you find yourself needing to develop an agent/module/mcp server then you can find instructions on how to do this using the unique_toolkit package.

In addition to the Unique Toolkit, there are other accompanying packages that can be used to develop your own applications on the Unique Platform.

📦 Available Packages¶

⚙️ Unique SDK¶

The low-level api calls to the public API of Unique AI Platform. We recommend using the Unique Toolkit for most development.

🛠️ Unique Toolkit¶

The main toolkit for AI development, providing services for chat, content management, embeddings, and language model interactions.

🎼 Unique Orchestrator¶

The orchestrator is the core component of the Unique AI Agentic Framework. It is responsible for the agentic loop, planning, tool execution, streaming, evaluation, and post-processing.

🔧 Tool Packages¶

The tool packages are the tools that can be used in the Unique AI Agentic Framework.

🔍 Unique Deep Research Tool¶

The deep research tool is a tool that can be used to perform deep research on a given topic.

📚 Unique Internal Search Tool¶

Internal Search Tool to find documents in the Knowledge Base

📊 Unique SWOT Tool¶

The SWOT Analysis Tool is an agentic tool built on the Unique Toolkit framework that automatically analyzes multiple data sources to produce structured, well-cited SWOT analysis reports. It leverages large language models with structured output to extract insights and generate professional-grade analysis documents.

🌐 Unique Web Search Tool¶

A powerful, configurable web search tool for retrieving and processing the latest information from the internet. This package provides intelligent search capabilities with support for multiple search engines, web crawlers, and content processing strategies.

💻 Development¶

This is a monorepo using Poetry for dependency management. To build the documentation locally:

# Install dependencies
poetry install --with dev

# Build documentation
poetry run mkdocs build

# Serve documentation locally
poetry run mkdocs serve

🤝 Contributing¶

Please refer to individual package documentation for contribution guidelines.