Main Guide (Python)

A concise reference and examples for using AgentHeaven’s Python API, covering core modules, utilities, and integration patterns to help developers build and extend the platform.

Quick Navigation

🔩 Utilities

Utility functions and helper modules for common development tasks.

Utilities

💾 Cache

Caching system implementation for optimized performance and data management.

Cache

🦙 LLM

Large Language Model integration with LiteLLM for flexible AI model usage.

LLM

📋 UKF

Unified Knowledge Format for standardized knowledge representation and management.

UKF (Unified Knowledge Format)

🗃️ KLStore

Knowledge storage system for persistent data management and retrieval.

KLStore

🔍 KLEngine

Knowledge indexing and search system for efficient information discovery.

KLEngine

📚 KLBase

Unified knowledge base management system for comprehensive data organization.

KLBase

🛠 ToolSpec

Unified tool specification and execution framework for agent integration.

ToolSpec

🤖 Agent

Agent framework and development system for building intelligent applications.

Agent

Contents

• Utilities
  • Quick Navigation
  • Contents
• Cache
  • 1. Basic Caching Example
  • 2. Async Support Example
  • 3. Cache Backends
  • 4. CacheEntry Type
  • 5. Advanced Usage
  • 6. Integration Examples
  • Further Exploration
• LLM
  • 1. LLM Instances
  • 2. LLM inference
  • 3. Messages (Input Formats)
  • Further Exploration
• UKF (Unified Knowledge Format)
  • UKF v1.0
  • UKF Data Types
  • Built-in Templates
• KLStore
  • Quick Navigation
  • Contents
• KLEngine
  • Quick Navigation
  • Contents
• KLBase
  • 1. Core Concepts
  • 2. Basic Architecture
  • 3. Class Definition
  • 4. Data Operations
  • 5. Creating Custom KLBase Applications
  • 6. Complete Example
  • Further Exploration
• ToolSpec
  • Quick Navigation
  • Contents
• Agent

This section will provide comprehensive documentation for using AgentHeaven’s Python API once the features are implemented.