agentconnect.providers.base_provider module¶

Base provider implementation for the AgentConnect framework.

This module provides the abstract base class for all model providers, defining the core functionality for generating responses from language models.

class BaseProvider(api_key=None)¶

Bases: ABC

Abstract base class for all model providers.

This class defines the interface that all model providers must implement, including methods for generating responses, getting available models, and configuring the provider.

Parameters:: api_key (str | None)

api_key¶: API key for the provider

async generate_response(messages, model, **kwargs)¶

Generate a response from the language model.

Parameters:

messages (List[Dict[str, str]]) – List of message dictionaries with ‘role’ and ‘content’ keys
model (ModelName) – The model to use for generation
**kwargs – Additional arguments to pass to the model

Return type:

str

Returns:

Generated response text

Raises:

Exception – If there is an error generating the response

abstractmethod get_available_models()¶

Get a list of available models for this provider.

Return type:: List[ModelName]
Returns:: List of available model names

get_langchain_llm(model_name, **kwargs)¶

Get a LangChain chat model instance.

Parameters:

model_name (ModelName) – Name of the model to use
**kwargs – Additional arguments to pass to the model

Return type:

BaseChatModel

Returns:

LangChain chat model instance