kaikaidai commited on
Commit
acbea0e
·
verified ·
1 Parent(s): d1f5b6e

Update gen_api_answer.py

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  1. gen_api_answer.py +27 -0
gen_api_answer.py CHANGED
@@ -1,6 +1,7 @@
1
  from openai import OpenAI
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  import anthropic
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  from together import Together
 
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  import json
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  import re
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  import os
@@ -11,6 +12,7 @@ anthropic_client = anthropic.Anthropic()
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  openai_client = OpenAI()
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  together_client = Together()
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  hf_api_key = os.getenv("HF_API_KEY")
 
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  huggingface_client = OpenAI(
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  base_url="https://otb7jglxy6r37af6.us-east-1.aws.endpoints.huggingface.cloud/v1/",
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  api_key=hf_api_key
@@ -93,6 +95,27 @@ def get_hf_response(model_name, prompt, max_tokens=500):
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  except Exception as e:
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  return f"Error with Hugging Face model {model_name}: {str(e)}"
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  def get_model_response(
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  model_name,
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  model_info,
@@ -127,6 +150,10 @@ def get_model_response(
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  return get_hf_response(
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  api_model, prompt, max_tokens
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  )
 
 
 
 
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  else:
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  # All other organizations use Together API
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  return get_together_response(
 
1
  from openai import OpenAI
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  import anthropic
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  from together import Together
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+ import cohere
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  import json
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  import re
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  import os
 
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  openai_client = OpenAI()
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  together_client = Together()
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  hf_api_key = os.getenv("HF_API_KEY")
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+ cohere_client = cohere.ClientV2(os.getenv("CO_API_KEY"))
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  huggingface_client = OpenAI(
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  base_url="https://otb7jglxy6r37af6.us-east-1.aws.endpoints.huggingface.cloud/v1/",
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  api_key=hf_api_key
 
95
  except Exception as e:
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  return f"Error with Hugging Face model {model_name}: {str(e)}"
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+ def get_cohere_response(model_name, prompt, system_prompt=JUDGE_SYSTEM_PROMPT, max_tokens=500, temperature=0):
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+ """Get response from Cohere API"""
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+ try:
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+ response = cohere_client.chat(
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+ model=model_name,
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+ messages=[
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+ {"role": "system", "content": system_prompt},
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+ {"role": "user", "content": prompt}
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+ ],
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+ max_tokens=max_tokens,
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+ temperature=temperature
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+ )
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+ # Extract the text from the content items
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+ content_items = response.message.content
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+ if isinstance(content_items, list):
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+ # Get the text from the first content item
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+ return content_items[0].text
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+ return str(content_items) # Fallback if it's not a list
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+ except Exception as e:
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+ return f"Error with Cohere model {model_name}: {str(e)}"
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+
119
  def get_model_response(
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  model_name,
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  model_info,
 
150
  return get_hf_response(
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  api_model, prompt, max_tokens
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  )
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+ elif organization == "Cohere":
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+ return get_cohere_response(
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+ api_model, prompt, system_prompt, max_tokens, temperature
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+ )
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  else:
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  # All other organizations use Together API
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  return get_together_response(