A Python library for AI/ML operations with LLM and embedding support.
from mosaic.core.ai.llm import OpenAILLM
llm = OpenAILLM(api_key="your-api-key")
response = llm.generate("Hello, world!")
print(response.content)pip install mosaic-mindMosaic is a Python library designed for building sophisticated multi-agent orchestration systems. It provides the foundation for creating intelligent, collaborative agents that can work together to solve complex tasks.
- Multi-Agent Orchestration: Coordinate multiple specialized agents to work together
- Intelligent Task Distribution: Automatically assign and route tasks to appropriate agents
- Agent Communication: Enable agents to communicate, share information, and collaborate
- Workflow Automation: Define and execute complex multi-step workflows
- AI Integration: Seamless integration with various LLM providers (OpenAI, Google Gemini)
- Embedding Support: Vector-based knowledge representation and retrieval
- Modular Agent Architecture: Create specialized agents for different tasks
- Dynamic Task Routing: Intelligent task assignment based on agent capabilities
- State Management: Track and manage agent states and conversation history
- Error Recovery: Built-in retry logic and error handling for robust operation
- Extensible Design: Easy to add new agent types and orchestration patterns
- 📚 Full Documentation - Complete API reference and guides
- 🚀 Getting Started - Installation and basic usage
- 🔧 Contributing - Development setup and guidelines
from mosaic.core.ai.llm import OpenAILLM
llm = OpenAILLM(api_key="your-api-key")
response = llm.generate("Explain quantum computing in simple terms")
print(response.content)from mosaic.core.ai.embedding import OpenAIEmbedding
embedding = OpenAIEmbedding(api_key="your-api-key")
embeddings = embedding.embed(["Hello world", "Goodbye world"])
print(embeddings)from mosaic.core.ai.llm import OpenAILLM
llm = OpenAILLM(api_key="your-api-key")
response = await llm.response("Count the tokens in this text")
print(f"Tokens used: {response.usage.total_tokens}")MIT License - see LICENSE file for details.MIT License - see LICENSE file for details.