Kern
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Get Started

Get Started

Introduction
Install & Setup

Visualization

Visualization & Response Display

Basics

Agents
Teams
Workflows
Input & Output
Database
Memory
Knowledge
Overview
Quickstart
Concepts
Usage
Vector Stores
Index
PgVector
LanceDB
Pinecone
Qdrant
Chroma
Milvus
Weaviate
Couchbase
Cassandra
Clickhouse
Singlestore
Redis
MongoDB
Azure Cosmos DB MongoDB vCore
SurrealDB
LightRAG
Overview
Usage
Upstash
LangChain
LlamaIndex
Performance Tips
Learning
Models
Context Providers
Tools

Advanced

Session Management
Context Management
State Management
Chat History
Context Compression
Dependency Injection
Hooks
Run Cancellation
Background Execution
Skills
Reasoning
Multimodal

Production

Guardrails
Human-in-the-Loop
Evals
Tracing
Scheduler

Providers

Model Providers
Supported Databases
Vector Stores
Index
PgVector
LanceDB
Pinecone
Qdrant
Chroma
Milvus
Weaviate
Couchbase
Cassandra
Clickhouse
Singlestore
Redis
MongoDB
Azure Cosmos DB MongoDB vCore
SurrealDB
LightRAG
Overview
Usage
Upstash
LangChain
LlamaIndex
Embedders

Other

Culture
Custom Logging

Additional Resources

Getting Help
Install & Setup
Observability
Integrations
Migrations
Cursor Rules
Contributing to Kern
AgentUI
Telemetry

LightRAG Vector Database

Use LightRAG as a vector database for your Knowledge Base.

TBD

Kern

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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