mirror of
https://github.com/CopilotKit/CopilotKit.git
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Martha Schumann
505bc9baef
ag-ui-protocol 0.1.15 added a validator requiring TextMessageContentEvent.delta to have length >= 1. The test asserted that manually_emit_message with an empty string still emits the full TEXT_MESSAGE_START/CONTENT/END sequence — that behavior is no longer achievable at the protocol layer, and emitting empty content events was never semantically useful. Removing rather than guarding in code: the protocol should fail loudly on empty deltas, not silently drop them in CopilotKit. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
CopilotKit Python SDK
The official Python SDK for CopilotKit - build AI copilots and agents into your applications.
Features
- 🚀 Easy integration with LangGraph and LangChain
- 🔄 Built-in support for stateful conversations
- 🛠 Extensible agent framework
- 🔌 FastAPI-ready endpoints
- 🤝 Optional CrewAI integration
Installation
pip install copilotkit
With CrewAI support:
pip install "copilotkit[crewai]"
Quick Start
from copilotkit import Copilot
# Initialize a copilot
copilot = Copilot()
# Add your tools and configure the copilot
copilot.add_tool(my_custom_tool)
# Run the copilot
response = copilot.run("Your task description here")
Documentation
For detailed documentation and examples, visit copilotkit.ai
Contributing
We welcome contributions! Please see our Contributing Guidelines for details.
License
This project is licensed under the MIT License - see the LICENSE file for details.
Support
Built with ❤️ by the CopilotKit team