Hans Han commited on
Commit
3fde873
·
1 Parent(s): 81917a3

added agent

Browse files
Files changed (1) hide show
  1. app.py +25 -2
app.py CHANGED
@@ -10,13 +10,36 @@ DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
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  # --- Basic Agent Definition ---
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  # ----- THIS IS WERE YOU CAN BUILD WHAT YOU WANT ------
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  class BasicAgent:
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  def __init__(self):
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  print("BasicAgent initialized.")
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  def __call__(self, question: str) -> str:
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  print(f"Agent received question (first 50 chars): {question[:50]}...")
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- fixed_answer = "This is a default answer."
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- print(f"Agent returning fixed answer: {fixed_answer}")
 
 
 
 
 
 
 
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  return fixed_answer
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  def run_and_submit_all( profile: gr.OAuthProfile | None):
 
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  # --- Basic Agent Definition ---
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  # ----- THIS IS WERE YOU CAN BUILD WHAT YOU WANT ------
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+ from llama_index.tools.duckduckgo import DuckDuckGoSearchToolSpec
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+ from llama_index.core.tools import FunctionTool
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+ from llama_index.core.agent.workflow import AgentWorkflow
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+ from llama_index.llms.huggingface_api import HuggingFaceInferenceAPI
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+ from llama_index.tools.wikipedia import WikipediaToolSpec
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+
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+ # Initialize the Hugging Face model
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+ llm = HuggingFaceInferenceAPI(model_name="Qwen/Qwen2.5-Coder-32B-Instruct")
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+
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+ # Initialize the DuckDuckGo search tool
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+ tool_spec = DuckDuckGoSearchToolSpec()
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+ search_tool = FunctionTool.from_defaults(tool_spec.duckduckgo_full_search)
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+ # Initialize the wikipedia tool
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+ wiki_spec = WikipediaToolSpec()
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+ wiki_tools = wiki_spec.to_tool_list()
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+
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  class BasicAgent:
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  def __init__(self):
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  print("BasicAgent initialized.")
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  def __call__(self, question: str) -> str:
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  print(f"Agent received question (first 50 chars): {question[:50]}...")
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+ # fixed_answer = "This is a default answer."
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+ # print(f"Agent returning fixed answer: {fixed_answer}")
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+ # Create agent with all the tools
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+ agent = AgentWorkflow.from_tools_or_functions(
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+ [search_tool] + wiki_tools,
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+ llm=llm
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+ )
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+ # Example query agent might receive during the gala
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+ fixed_answer = await agent.run(question)
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  return fixed_answer
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  def run_and_submit_all( profile: gr.OAuthProfile | None):