Docs Agents Workflows Tools

Get Started

Install & Setup

Visualization

Visualization & Response Display

Basics

Azure Cosmos DB MongoDB vCore

Performance Tips

Context Providers

Advanced

Session Management

Context Management

State Management

Context Compression

Dependency Injection

Run Cancellation

Background Execution

Production

Human-in-the-Loop

Providers

Model Providers

Supported Databases

Azure Cosmos DB MongoDB vCore

Other

Additional Resources

Install & Setup

Contributing to Kern

LightRAG Vector Database

Use LightRAG as a vector database for your Knowledge Base.

TBD

Small Models. Big Impact.

An agent framework built for 1-7B parameter LLMs.

Documentation

Getting Started
Agents
Workflows
Tools
Models

Resources

Structured Output
Visualization
Knowledge Base
Storage

Community

GitHub
Discord

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