motleycrew.common.llms

Helper functions to initialize Language Models (LLMs) from different frameworks.

Functions

init_llm(llm_framework[, llm_provider, ...])	Initialize an LLM client for use with the specified framework and family.
langchain_anthropic_llm([llm_name, ...])	Initialize an Anthropic LLM client for use with Langchain.
langchain_azure_openai_llm([llm_name, ...])	Initialize an Azure OpenAI LLM client for use with Langchain.
langchain_groq_llm([llm_name, llm_temperature])	Initialize a Groq LLM client for use with Langchain.
langchain_ollama_llm([llm_name, llm_temperature])	Initialize an Ollama LLM client for use with Langchain.
langchain_openai_llm([llm_name, llm_temperature])	Initialize an OpenAI LLM client for use with Langchain.
langchain_replicate_llm([llm_name, ...])	Initialize a Replicate LLM client for use with Langchain.
langchain_together_llm([llm_name, ...])	Initialize a Together LLM client for use with Langchain.
llama_index_anthropic_llm([llm_name, ...])	Initialize an Anthropic LLM client for use with LlamaIndex.
llama_index_azure_openai_llm([llm_name, ...])	Initialize an Azure OpenAI LLM client for use with LlamaIndex.
llama_index_groq_llm([llm_name, llm_temperature])	Initialize a Groq LLM client for use with LlamaIndex.
llama_index_ollama_llm([llm_name, ...])	Initialize an Ollama LLM client for use with LlamaIndex.
llama_index_openai_llm([llm_name, ...])	Initialize an OpenAI LLM client for use with LlamaIndex.
llama_index_replicate_llm([llm_name, ...])	Initialize a Replicate LLM client for use with LlamaIndex.
llama_index_together_llm([llm_name, ...])	Initialize a Together LLM client for use with LlamaIndex.

motleycrew.common.llms.langchain_openai_llm(llm_name: str = 'gpt-4o', llm_temperature: float = 0.0, **kwargs)

Initialize an OpenAI LLM client for use with Langchain.

Parameters:

• llm_name – Name of the LLM in OpenAI API.

• llm_temperature – Temperature for the LLM.

motleycrew.common.llms.llama_index_openai_llm(llm_name: str = 'gpt-4o', llm_temperature: float = 0.0, **kwargs)

Initialize an OpenAI LLM client for use with LlamaIndex.

Parameters:

• llm_name – Name of the LLM in OpenAI API.

• llm_temperature – Temperature for the LLM.

motleycrew.common.llms.langchain_anthropic_llm(llm_name: str = 'gpt-4o', llm_temperature: float = 0.0, **kwargs)

Initialize an Anthropic LLM client for use with Langchain.

Parameters:

• llm_name – Name of the LLM in Anthropic API.

• llm_temperature – Temperature for the LLM.

motleycrew.common.llms.llama_index_anthropic_llm(llm_name: str = 'gpt-4o', llm_temperature: float = 0.0, **kwargs)

Initialize an Anthropic LLM client for use with LlamaIndex.

Parameters:

• llm_name – Name of the LLM in Anthropic API.

• llm_temperature – Temperature for the LLM.

motleycrew.common.llms.langchain_replicate_llm(llm_name: str = 'gpt-4o', llm_temperature: float = 0.0, **kwargs)

Initialize a Replicate LLM client for use with Langchain.

Parameters:

• llm_name – Name of the LLM in Replicate API.

• llm_temperature – Temperature for the LLM.

motleycrew.common.llms.llama_index_replicate_llm(llm_name: str = 'gpt-4o', llm_temperature: float = 0.0, **kwargs)

Initialize a Replicate LLM client for use with LlamaIndex.

Parameters:

• llm_name – Name of the LLM in Replicate API.

• llm_temperature – Temperature for the LLM.

motleycrew.common.llms.langchain_together_llm(llm_name: str = 'gpt-4o', llm_temperature: float = 0.0, **kwargs)

Initialize a Together LLM client for use with Langchain.

Parameters:

• llm_name – Name of the LLM in Together API.

• llm_temperature – Temperature for the LLM.

motleycrew.common.llms.llama_index_together_llm(llm_name: str = 'gpt-4o', llm_temperature: float = 0.0, **kwargs)

Initialize a Together LLM client for use with LlamaIndex.

Parameters:

• llm_name – Name of the LLM in Together API.

• llm_temperature – Temperature for the LLM.

motleycrew.common.llms.langchain_groq_llm(llm_name: str = 'gpt-4o', llm_temperature: float = 0.0, **kwargs)

Initialize a Groq LLM client for use with Langchain.

Parameters:

• llm_name – Name of the LLM in Groq API.

• llm_temperature – Temperature for the LLM.

motleycrew.common.llms.llama_index_groq_llm(llm_name: str = 'gpt-4o', llm_temperature: float = 0.0, **kwargs)

Initialize a Groq LLM client for use with LlamaIndex.

Parameters:

• llm_name – Name of the LLM in Groq API.

• llm_temperature – Temperature for the LLM.

motleycrew.common.llms.langchain_ollama_llm(llm_name: str = 'gpt-4o', llm_temperature: float = 0.0, **kwargs)

Initialize an Ollama LLM client for use with Langchain.

Parameters:

• llm_name – Name of the LLM in Ollama API.

• llm_temperature – Temperature for the LLM.

motleycrew.common.llms.llama_index_ollama_llm(llm_name: str = 'gpt-4o', llm_temperature: float = 0.0, **kwargs)

Initialize an Ollama LLM client for use with LlamaIndex.

Parameters:

• llm_name – Name of the LLM in Ollama API.

• llm_temperature – Temperature for the LLM.

motleycrew.common.llms.langchain_azure_openai_llm(llm_name: str = 'gpt-4o', llm_temperature: float = 0.0, **kwargs)

Initialize an Azure OpenAI LLM client for use with Langchain.

Parameters:

• llm_name – Name of the LLM in Azure OpenAI API.

• llm_temperature – Temperature for the LLM.

motleycrew.common.llms.llama_index_azure_openai_llm(llm_name: str = 'gpt-4o', llm_temperature: float = 0.0, **kwargs)

Initialize an Azure OpenAI LLM client for use with LlamaIndex.

Parameters:

• llm_name – Name of the LLM in Azure OpenAI API.

• llm_temperature – Temperature for the LLM.

motleycrew.common.llms.init_llm(llm_framework: str, llm_provider: str = 'openai', llm_name: str = 'gpt-4o', llm_temperature: float = 0.0, **kwargs)

Initialize an LLM client for use with the specified framework and family.

Parameters:

• llm_framework – Framework of the LLM client.

• llm_provider – Provider of the LLM.

• llm_name – Name of the LLM.

• llm_temperature – Temperature for the LLM.