Update app.py
Browse files
app.py
CHANGED
|
@@ -8,16 +8,76 @@ import pandas as pd
|
|
| 8 |
# --- Constants ---
|
| 9 |
DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
|
| 10 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 11 |
# --- Basic Agent Definition ---
|
| 12 |
# ----- THIS IS WERE YOU CAN BUILD WHAT YOU WANT ------
|
|
|
|
|
|
|
| 13 |
class BasicAgent:
|
| 14 |
def __init__(self):
|
| 15 |
-
|
| 16 |
-
|
|
|
|
|
|
|
| 17 |
print(f"Agent received question (first 50 chars): {question[:50]}...")
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
|
|
|
|
|
|
| 21 |
|
| 22 |
def run_and_submit_all( profile: gr.OAuthProfile | None):
|
| 23 |
"""
|
|
@@ -80,7 +140,8 @@ def run_and_submit_all( profile: gr.OAuthProfile | None):
|
|
| 80 |
print(f"Skipping item with missing task_id or question: {item}")
|
| 81 |
continue
|
| 82 |
try:
|
| 83 |
-
|
|
|
|
| 84 |
answers_payload.append({"task_id": task_id, "submitted_answer": submitted_answer})
|
| 85 |
results_log.append({"Task ID": task_id, "Question": question_text, "Submitted Answer": submitted_answer})
|
| 86 |
except Exception as e:
|
|
|
|
| 8 |
# --- Constants ---
|
| 9 |
DEFAULT_API_URL = "https://agents-course-unit4-scoring.hf.space"
|
| 10 |
|
| 11 |
+
def fetch_task_file(task_id: str, file_name: str | None = None) -> str | None:
|
| 12 |
+
"""Download the file attached to a GAIA task, if any.
|
| 13 |
+
|
| 14 |
+
Args:
|
| 15 |
+
task_id: Unique identifier of the GAIA task.
|
| 16 |
+
file_name: Optional name of the file.
|
| 17 |
+
|
| 18 |
+
Returns:
|
| 19 |
+
Local path of the downloaded file, or None if no file is attached.
|
| 20 |
+
"""
|
| 21 |
+
import os
|
| 22 |
+
# Try downloading from Hugging Face dataset if file_name is provided
|
| 23 |
+
if file_name:
|
| 24 |
+
url = f"https://huggingface.co/datasets/gaia-benchmark/GAIA/resolve/main/2023/validation/{file_name}"
|
| 25 |
+
token = os.environ.get("HUGGINGFACEHUB_API_TOKEN")
|
| 26 |
+
headers = {"Authorization": f"Bearer {token}"} if token else {}
|
| 27 |
+
try:
|
| 28 |
+
response = requests.get(url, headers=headers, timeout=30)
|
| 29 |
+
if response.status_code == 200 and len(response.content) > 0:
|
| 30 |
+
filename = f"task_{task_id}_{file_name}"
|
| 31 |
+
with open(filename, "wb") as f:
|
| 32 |
+
f.write(response.content)
|
| 33 |
+
print(f" [file] Downloaded attachment from HF GAIA repo: {filename} ({len(response.content)} bytes)")
|
| 34 |
+
return filename
|
| 35 |
+
except Exception as e:
|
| 36 |
+
print(f" [warn] Direct HF GAIA download failed for {file_name}: {e}")
|
| 37 |
+
|
| 38 |
+
# Fallback to course scoring API
|
| 39 |
+
url = f"{DEFAULT_API_URL}/files/{task_id}"
|
| 40 |
+
try:
|
| 41 |
+
response = requests.get(url, timeout=30)
|
| 42 |
+
if response.status_code == 200 and len(response.content) > 0:
|
| 43 |
+
# Detect file extension from Content-Type header
|
| 44 |
+
content_type = response.headers.get("Content-Type", "")
|
| 45 |
+
ext = ".bin"
|
| 46 |
+
if "pdf" in content_type:
|
| 47 |
+
ext = ".pdf"
|
| 48 |
+
elif "image" in content_type:
|
| 49 |
+
ext = ".png"
|
| 50 |
+
elif "text/csv" in content_type:
|
| 51 |
+
ext = ".csv"
|
| 52 |
+
elif "audio" in content_type:
|
| 53 |
+
ext = ".mp3"
|
| 54 |
+
|
| 55 |
+
filename = f"task_{task_id}{ext}"
|
| 56 |
+
with open(filename, "wb") as f:
|
| 57 |
+
f.write(response.content)
|
| 58 |
+
print(f" [file] Downloaded attachment from scoring server: {filename} ({len(response.content)} bytes)")
|
| 59 |
+
return filename
|
| 60 |
+
except Exception as e:
|
| 61 |
+
print(f" [warn] Could not fetch file from scoring server for task {task_id}: {e}")
|
| 62 |
+
return None
|
| 63 |
+
|
| 64 |
+
|
| 65 |
# --- Basic Agent Definition ---
|
| 66 |
# ----- THIS IS WERE YOU CAN BUILD WHAT YOU WANT ------
|
| 67 |
+
from agent import GAIAAgent
|
| 68 |
+
|
| 69 |
class BasicAgent:
|
| 70 |
def __init__(self):
|
| 71 |
+
self.agent = GAIAAgent()
|
| 72 |
+
print("BasicAgent (GAIAAgent wrapper) initialized.")
|
| 73 |
+
|
| 74 |
+
def __call__(self, question: str, task_id: str | None = None, file_name: str | None = None) -> str:
|
| 75 |
print(f"Agent received question (first 50 chars): {question[:50]}...")
|
| 76 |
+
if task_id:
|
| 77 |
+
filepath = fetch_task_file(task_id, file_name)
|
| 78 |
+
if filepath:
|
| 79 |
+
question = f"{question}\n\n[Attached file available locally: {filepath}]"
|
| 80 |
+
return self.agent(question)
|
| 81 |
|
| 82 |
def run_and_submit_all( profile: gr.OAuthProfile | None):
|
| 83 |
"""
|
|
|
|
| 140 |
print(f"Skipping item with missing task_id or question: {item}")
|
| 141 |
continue
|
| 142 |
try:
|
| 143 |
+
file_name = item.get("file_name", "")
|
| 144 |
+
submitted_answer = agent(question_text, task_id=task_id, file_name=file_name)
|
| 145 |
answers_payload.append({"task_id": task_id, "submitted_answer": submitted_answer})
|
| 146 |
results_log.append({"Task ID": task_id, "Question": question_text, "Submitted Answer": submitted_answer})
|
| 147 |
except Exception as e:
|