haive.core.models.llm¶
Haive LLM Module.
This module provides comprehensive abstractions and implementations for working with Large Language Models (LLMs) from various providers. It includes configuration classes, provider-specific implementations, and utilities for model metadata.
The module supports a wide range of LLM providers including OpenAI, Anthropic, Google, Azure, Mistral, and many others, with a consistent interface for configuration and use.
- Key Components:
Base Classes: Abstract base classes for LLM configurations
Provider Types: Enumeration of supported LLM providers
Provider Implementations: Provider-specific configuration classes
Metadata: Utilities for accessing model capabilities and context windows
Typical usage example:
Examples
>>> from haive.core.models.llm.base import OpenAILLMConfig
>>>
>>> # Configure an LLM
>>> config = OpenAILLMConfig(
>>> model="gpt-4",
>>> cache_enabled=True
>>> )
>>>
>>> # Instantiate the LLM
>>> llm = config.instantiate()
>>>
>>> # Generate text
>>> response = llm.generate("Explain quantum computing")