tools

README.md

@@ -1,5 +1,5 @@
 ---
-title: Final Project Unit4
+title: Template Final Assignment
 emoji: 🕵🏻‍♂️
 colorFrom: indigo
 colorTo: indigo
@@ -8,6 +8,7 @@ sdk_version: 5.25.2
 app_file: app.py
 pinned: false
 hf_oauth: true
+# optional, default duration is 8 hours/480 minutes. Max duration is 30 days/43200 minutes.
 hf_oauth_expiration_minutes: 480
 ---
 

agent.py

@@ -1,153 +0,0 @@
-from langchain_huggingface import HuggingFaceEndpoint, ChatHuggingFace
-import os
-from tools import search_tool
-from langgraph.graph import StateGraph, START, END, add_messages
-from langgraph.prebuilt import ToolNode, tools_condition
-from typing import TypedDict, Annotated
-from langchain_core.messages import AnyMessage, SystemMessage
-from langchain_mistralai import ChatMistralAI
-
-# SYSTEM_PROMPT = (
-#     "You are a general AI assistant. "
-#     "I will ask you a question. "
-#     "Only write your answer, nothing more, following the instructions below. "
-#     "Your answer should be a number OR as few words as possible OR "
-#     "a comma separated list of numbers and/or strings. "
-#     "If you are asked for a number, don't use comma to write your number "
-#     "neither use units such as $ or percent sign unless specified otherwise. "
-#     "If you are asked for a string, don't use articles, neither abbreviations "
-#     "(e.g. for cities), and write the digits in plain text unless specified "
-#     "otherwise. "
-#     "If you are asked for a comma separated list, apply the above rules "
-#     "depending of whether the element to be put in the list is a number or a "
-#     "string."
-# )
-
-# SYSTEM_PROMPT = """
-# Answer the question with the exact final answer only.
-
-# Never output explanations, reasoning, labels, markdown, quotes, or extra punctuation.
-
-# Allowed outputs only:
-# - a single number
-# - a single short string
-# - a comma-separated list of numbers and/or strings
-
-# Mandatory formatting:
-# - If list: use commas with NO spaces: a,b,c
-# - If number: no thousands separators, no units, no symbols unless explicitly requested
-# - If string: as few words as possible, no articles, no abbreviations unless explicitly requested
-
-# Final verification before output:
-# - remove any extra text
-# - remove any spaces around commas
-# - remove any unrequested units or symbols
-
-# Output only the answer.
-# """
-
-SYSTEM_PROMPT = """
-You are answering a GAIA evaluation item.
-
-Your task is to produce the final answer in the exact required format.
-
-Output rules:
-- Output the answer only.
-- Do not add any explanation, reasoning, prefix, suffix, label, or punctuation other than what belongs to the answer itself.
-- Do not use markdown.
-- Do not use quotes.
-- Do not add a trailing period.
-- Do not add a newline before or after the answer.
-- If the answer is a single number, output only that number.
-- If the answer is a single string, output only that string.
-- If the answer is a comma-separated list, output the items separated by commas with NO spaces before or after commas.
-
-Formatting constraints:
-- Numbers:
-  - Do not use thousands separators.
-  - Do not use commas inside numbers.
-  - Do not add units unless explicitly requested.
-  - Do not add symbols such as $, %, or ° unless explicitly requested.
-- Strings:
-  - Use as few words as possible.
-  - Do not use articles.
-  - Do not use abbreviations unless explicitly requested.
-  - For city names, country names, person names, etc., write the full form.
-  - Write digits in words only if explicitly required by the question or instructions.
-- Comma-separated lists:
-  - Use this exact format: item1,item2,item3
-  - NO spaces anywhere around commas.
-  - Apply the number/string rules to each item individually.
-
-Priority order:
-1. Follow the user’s question.
-2. Follow these formatting rules exactly.
-3. When in doubt, prefer the shortest valid answer.
-
-Before sending the answer, perform this silent check:
-- Is there any extra text? If yes, remove it.
-- Are there any spaces around commas? If yes, remove them.
-- Are there any articles in a string answer? If yes, remove them.
-- Are there any abbreviations in a string answer? If yes, expand them unless explicitly allowed.
-- Are there any units or symbols not explicitly requested? If yes, remove them.
-
-Return only the final answer.
-"""
-
-def create_agent():
-    # # Generate the chat interface, including the tools
-    # llm = HuggingFaceEndpoint(
-    #     # repo_id="Qwen/Qwen2.5-Coder-32B-Instruct",
-    #     # repo_id="deepseek-ai/DeepSeek-R1",
-    #     repo_id="Qwen/Qwen3-Coder-480B-A35B-Instruct",
-    #     # repo_id="meta-llama/Llama-3.1-8B-Instruct",
-    #     # provider="auto",
-    #     # provider="together",
-    #     # repo_id="moonshotai/Kimi-K2.5",
-    #     # provider="auto",
-    #     huggingfacehub_api_token=os.getenv("HF_TOKEN"),
-    #     server_kwargs={
-    #         "bill_to": "HornetSecurity"
-    #     },
-    # )
-
-    chat = ChatMistralAI(
-            model="mistral-large-2512",
-            api_key=os.environ["MISTRAL_API_KEY"],
-            temperature=1,
-    )
-    # chat = ChatHuggingFace(llm=llm, verbose=True)
-    tools = [search_tool]
-    chat_with_tools = chat.bind_tools(tools)
-
-    # Generate the AgentState and Agent graph
-    class AgentState(TypedDict):
-        messages: Annotated[list[AnyMessage], add_messages]
-
-    def assistant(state: AgentState):
-        messages_for_model = [
-            SystemMessage(content=SYSTEM_PROMPT),
-            *state["messages"],
-        ]
-        return {
-            "messages": [chat_with_tools.invoke(messages_for_model)],
-        }
-
-    ## The graph
-    builder = StateGraph(AgentState)
-
-    # Define nodes: these do the work
-    builder.add_node("assistant", assistant)
-    builder.add_node("tools", ToolNode(tools))
-
-    # Define edges: these determine how the control flow moves
-    builder.add_edge(START, "assistant")
-    builder.add_conditional_edges(
-        "assistant",
-        # If the latest message requires a tool, route to tools
-        # Otherwise, provide a direct response
-        tools_condition,
-    )
-    builder.add_edge("tools", "assistant")
-    agent = builder.compile()
-    return agent

app.py

@@ -3,8 +3,6 @@ import gradio as gr
 import requests
 import inspect
 import pandas as pd
-from agent import create_agent
-from langchain_core.messages import HumanMessage
 
 # (Keep Constants as is)
 # --- Constants ---
@@ -14,15 +12,12 @@ DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
 # ----- THIS IS WERE YOU CAN BUILD WHAT YOU WANT ------
 class BasicAgent:
     def __init__(self):
-        self.agent = create_agent()
         print("BasicAgent initialized.")
     def __call__(self, question: str) -> str:
         print(f"Agent received question (first 50 chars): {question[:50]}...")
-        # fixed_answer = "This is a default answer."
-        # print(f"Agent returning fixed answer: {fixed_answer}")
-        # return fixed_answer
-        response = self.agent.invoke({"messages": [HumanMessage(content=question)]})
-        return response['messages'][-1].content
+        fixed_answer = "This is a default answer."
+        print(f"Agent returning fixed answer: {fixed_answer}")
+        return fixed_answer
 
 def run_and_submit_all( profile: gr.OAuthProfile | None):
     """

requirements.txt

@@ -1,7 +1,2 @@
 gradio
-requests
-langchain-community>=0.4.1
-langchain-huggingface>=1.2.1
-langgraph>=1.1.3
-ddgs>=9.12.0
-langchain-mistralai>=1.1.2
+requests

tools.py

@@ -1,5 +0,0 @@
-from langchain_community.tools import DuckDuckGoSearchRun
-
-search_tool = DuckDuckGoSearchRun()
-# results = search_tool.invoke("Who's the current President of France? Give a short answer.")
-# print(results)