Add API keys to example env and integrate base agent

.env.example

@@ -1 +1,3 @@
 GOOGLE_API_KEY=
+TAVILY_API_KEY=
+HF_TOKEN=

app.py

@@ -1,8 +1,9 @@
 import os
 import gradio as gr
+from langchain_core.messages import HumanMessage
 import requests
-import inspect
 import pandas as pd
+from agents.base_agent import agent_executor
 
 # (Keep Constants as is)
 # --- Constants ---
@@ -15,9 +16,10 @@ class BasicAgent:
         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
+        messages = [HumanMessage(content=question)]
+        response = agent_executor.invoke({"messages": messages})
+        answer = response['messages'][-1].content
+        return answer
 
 def run_and_submit_all( profile: gr.OAuthProfile | None):
     """

pyproject.toml

@@ -7,7 +7,8 @@ requires-python = ">=3.12"
 dependencies = [
     "arxiv>=2.2.0",
     "google-genai>=1.22.0",
-    "gradio>=5.34.2",
+    "gradio[oauth]>=5.34.2",
+    "huggingface-hub[cli]>=0.33.1",
     "langchain-community>=0.3.26",
     "langchain-tavily>=0.2.4",
     "langchain[google-genai]>=0.3.26",

uv.lock

@@ -173,6 +173,18 @@ wheels = [
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 ]
 
+[[package]]
+name = "authlib"
+version = "1.6.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cryptography" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a2/9d/b1e08d36899c12c8b894a44a5583ee157789f26fc4b176f8e4b6217b56e1/authlib-1.6.0.tar.gz", hash = "sha256:4367d32031b7af175ad3a323d571dc7257b7099d55978087ceae4a0d88cd3210", size = 158371, upload-time = "2025-05-23T00:21:45.011Z" }
+wheels = [
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+]
+
 [[package]]
 name = "beautifulsoup4"
 version = "4.13.4"
@@ -293,6 +305,41 @@ wheels = [
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 ]
 
+[[package]]
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+version = "45.0.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
+]
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+]
+
 [[package]]
 name = "dataclasses-json"
 version = "0.6.7"
@@ -366,7 +413,8 @@ source = { virtual = "." }
 dependencies = [
     { name = "arxiv" },
     { name = "google-genai" },
-    { name = "gradio" },
+    { name = "gradio", extra = ["oauth"] },
+    { name = "huggingface-hub", extra = ["cli"] },
     { name = "langchain", extra = ["google-genai"] },
     { name = "langchain-community" },
     { name = "langchain-tavily" },
@@ -383,7 +431,8 @@ dependencies = [
 requires-dist = [
     { name = "arxiv", specifier = ">=2.2.0" },
     { name = "google-genai", specifier = ">=1.22.0" },
-    { name = "gradio", specifier = ">=5.34.2" },
+    { name = "gradio", extras = ["oauth"], specifier = ">=5.34.2" },
+    { name = "huggingface-hub", extras = ["cli"], specifier = ">=0.33.1" },
     { name = "langchain", extras = ["google-genai"], specifier = ">=0.3.26" },
     { name = "langchain-community", specifier = ">=0.3.26" },
     { name = "langchain-tavily", specifier = ">=0.2.4" },
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 ]
 
+[package.optional-dependencies]
+oauth = [
+    { name = "authlib" },
+    { name = "itsdangerous" },
+]
+
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 name = "gradio-client"
 version = "1.10.3"
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 ]
 
+[package.optional-dependencies]
+cli = [
+    { name = "inquirerpy" },
+]
+
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 version = "3.10"
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+[[package]]
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+version = "3.0.51"
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