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17 changes: 13 additions & 4 deletions agent/llm.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,7 @@
def get_client(model_str):
from llama_index.core.llms.function_calling import FunctionCallingLLM


def get_client(model_str: str) -> FunctionCallingLLM:
split_result = model_str.split(":")
if len(split_result) == 1:
# Assume default provider to be openai
Expand All @@ -11,6 +14,7 @@ def get_client(model_str):
else:
provider = split_result[0]
model_name = split_result[1]

if provider == "openai":
from llama_index.llms.openai import OpenAI

Expand All @@ -19,7 +23,11 @@ def get_client(model_str):
from llama_index.llms.anthropic import Anthropic

return Anthropic(model=model_name)
elif provider == "mixtral" or provider == "groq":
elif provider == "mistral":
from llama_index.llms.mistralai import MistralAI

return MistralAI(model=model_name)
elif provider == "groq":
from llama_index.llms.groq import Groq

return Groq(model=model_name)
Expand All @@ -30,10 +38,11 @@ def get_client(model_str):
return Ollama(model=model_name)
elif provider == "bedrock":
from llama_index.llms.bedrock import Bedrock

return Bedrock(model=model_name)
elif provider == "cerebras":
from llama_index.llms.cerebras import Cerebras

return Cerebras(model=model_name)


raise ValueError(f"Provider {provider} not found")
1 change: 1 addition & 0 deletions requirements.txt
Original file line number Diff line number Diff line change
Expand Up @@ -24,3 +24,4 @@ llama-index-llms-groq
llama-index-llms-ollama
llama-index-llms-bedrock
llama-index-llms-cerebras
llama-index-llms-mistralai