v0.1.1

🚀 New Features (LLM Integrations)

• Groq Integration: Added native support for Groq API (Llama 3.1 8B/70B).
• OpenAI Integration: Added support for OpenAI models (GPT-4o, GPT-5-nano).
• Anthropic Integration: Added support for Claude 3.5 Sonnet and Haiku.
• Verification Script: Added examples/verify_providers.py to test connectivity with all providers.

🛠 Improvements

• Updated LLMFactory to support new providers.
• Improved error handling for API quotas and model not found errors.
• Smoother fallback mechanisms in create_agent.

📦 Dependencies

• Added groq, openai, anthropic to requirements.txt and setup.py.

v0.1.0 - Initial PyPI Release

🎉 First Release on PyPI!

Install via pip:

pip install kite-agent

✨ Features

• Production-ready agentic AI framework
• Multi-LLM provider support (OpenAI, Anthropic, Groq, Ollama, Together)
• Advanced routing (LLM Router, Semantic Router, Resource-Aware Router)
• Built-in safety features (circuit breakers, retry logic, idempotency)
• Memory systems (RAG, sessions, graph knowledge)
• Comprehensive examples (5 production use cases)

📦 Quick Start

from kite import Kite

# Initialize
ai = Kite()

# Create agent
agent = ai.create_agent(
    name="Support",
    system_prompt="You are a helpful assistant.",
    tools=[search_tool, refund_tool],
    agent_type="react"
)

# Run
result = await agent.run("Help me with order #123")

📚 Resources

• PyPI: https://pypi.org/project/kite-agent/
• Documentation: https://github.com/thienzz/Kite/blob/main/README.md
• Examples: https://github.com/thienzz/Kite/tree/main/examples

🔧 What's New in v0.1.0

• ✅ Published to PyPI as kite-agent
• ✅ Fixed .env loading for installed package
• ✅ Added missing kite.optimization module
• ✅ Updated README with pip installation
• ✅ Added ResourceAwareRouter configuration (FAST_LLM_MODEL, SMART_LLM_MODEL)
• ✅ All example tests passing (5/5 configured cases)

📊 Test Results

Case	Status	Time	Features
E-commerce Support	✅ PASSED	52.7s	LLM routing + agents
Enterprise Analytics	⏭️ SKIP	-	Needs pandas (optional)
Research Assistant	✅ PASSED	0.5s	Integration test
Multi-Agent Collab	✅ PASSED	39.9s	Resource-aware routing
DevOps Automation	✅ PASSED	22.6s	Tool execution
Reasoning Architectures	✅ PASSED	24.0s	ReAct loop

Full Changelog: https://github.com/thienzz/Kite/commits/v0.1.0