Update app.py
Browse files
app.py
CHANGED
@@ -4,6 +4,7 @@ from openai import OpenAI
|
|
4 |
import gradio as gr
|
5 |
import requests
|
6 |
import pandas as pd
|
|
|
7 |
from smolagents import CodeAgent, DuckDuckGoSearchTool, tool
|
8 |
|
9 |
# --- Constants ---
|
@@ -14,25 +15,9 @@ openai_api_key = os.getenv("OPENAI_API_KEY")
|
|
14 |
if not openai_api_key:
|
15 |
raise RuntimeError("Please set OPENAI_API_KEY in your Space secrets or env!")
|
16 |
openai.api_key = openai_api_key
|
17 |
-
client = OpenAI()
|
18 |
-
OPENAI_MODEL_ID = os.getenv("OPENAI_MODEL_ID", "gpt-4.1")
|
19 |
-
|
20 |
-
# --- Model Wrapper with __call__ ---
|
21 |
-
class OpenAIModelWrapper:
|
22 |
-
"""
|
23 |
-
Wraps the new OpenAI client.responses.create API so that
|
24 |
-
CodeAgent can call it directly.
|
25 |
-
"""
|
26 |
-
def __init__(self, model_id: str, client: OpenAI):
|
27 |
-
self.model_id = model_id
|
28 |
-
self.client = client
|
29 |
|
30 |
-
|
31 |
-
resp = self.client.responses.create(
|
32 |
-
model=self.model_id,
|
33 |
-
input=prompt
|
34 |
-
)
|
35 |
-
return resp.output_text
|
36 |
|
37 |
# --- Tool Definitions ---
|
38 |
|
@@ -67,7 +52,7 @@ search_tool = DuckDuckGoSearchTool()
|
|
67 |
wiki_tool = wikipedia_search
|
68 |
summarize_tool = summarize_query
|
69 |
|
70 |
-
# --- ReACT + Scratchpad + Auto-Retry Prompt ---
|
71 |
|
72 |
instruction_prompt = """
|
73 |
You are a ReACT agent with three tools:
|
@@ -93,16 +78,31 @@ Rules:
|
|
93 |
- Strings: no filler words.
|
94 |
"""
|
95 |
|
96 |
-
# ---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
97 |
|
98 |
llm_wrapper = OpenAIModelWrapper(model_id=OPENAI_MODEL_ID, client=client)
|
99 |
|
|
|
|
|
100 |
smart_agent = CodeAgent(
|
101 |
tools=[search_tool, wiki_tool, summarize_tool],
|
102 |
model=llm_wrapper
|
103 |
)
|
104 |
|
105 |
-
# ---
|
106 |
|
107 |
class BasicAgent:
|
108 |
def __init__(self):
|
@@ -116,19 +116,19 @@ class BasicAgent:
|
|
116 |
except Exception as e:
|
117 |
return f"AGENT ERROR: {e}"
|
118 |
|
119 |
-
# --- Gradio
|
120 |
|
121 |
def run_and_submit_all(profile: gr.OAuthProfile | None):
|
122 |
if not profile:
|
123 |
return "Please log in to Hugging Face.", None
|
124 |
-
username
|
125 |
-
space_id
|
126 |
-
agent
|
127 |
agent_code = f"https://huggingface.co/spaces/{space_id}/tree/main"
|
128 |
|
129 |
# 1. Fetch questions
|
130 |
try:
|
131 |
-
resp
|
132 |
resp.raise_for_status()
|
133 |
questions = resp.json() or []
|
134 |
except Exception as e:
|
|
|
4 |
import gradio as gr
|
5 |
import requests
|
6 |
import pandas as pd
|
7 |
+
|
8 |
from smolagents import CodeAgent, DuckDuckGoSearchTool, tool
|
9 |
|
10 |
# --- Constants ---
|
|
|
15 |
if not openai_api_key:
|
16 |
raise RuntimeError("Please set OPENAI_API_KEY in your Space secrets or env!")
|
17 |
openai.api_key = openai_api_key
|
18 |
+
client = OpenAI()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
19 |
|
20 |
+
OPENAI_MODEL_ID = os.getenv("OPENAI_MODEL_ID", "gpt-4.1")
|
|
|
|
|
|
|
|
|
|
|
21 |
|
22 |
# --- Tool Definitions ---
|
23 |
|
|
|
52 |
wiki_tool = wikipedia_search
|
53 |
summarize_tool = summarize_query
|
54 |
|
55 |
+
# --- ReACT + Scratchpad + Auto-Retry Instruction Prompt ---
|
56 |
|
57 |
instruction_prompt = """
|
58 |
You are a ReACT agent with three tools:
|
|
|
78 |
- Strings: no filler words.
|
79 |
"""
|
80 |
|
81 |
+
# --- Model wrapper to satisfy CodeAgent's expected interface ---
|
82 |
+
|
83 |
+
class OpenAIModelWrapper:
|
84 |
+
def __init__(self, model_id: str, client: OpenAI):
|
85 |
+
self.model_id = model_id
|
86 |
+
self.client = client
|
87 |
+
|
88 |
+
def __call__(self, prompt: str, **kwargs) -> str:
|
89 |
+
# ignore kwargs like stop_sequences, temperature, etc.
|
90 |
+
resp = self.client.responses.create(
|
91 |
+
model=self.model_id,
|
92 |
+
input=prompt
|
93 |
+
)
|
94 |
+
return resp.output_text
|
95 |
|
96 |
llm_wrapper = OpenAIModelWrapper(model_id=OPENAI_MODEL_ID, client=client)
|
97 |
|
98 |
+
# --- Build the CodeAgent ---
|
99 |
+
|
100 |
smart_agent = CodeAgent(
|
101 |
tools=[search_tool, wiki_tool, summarize_tool],
|
102 |
model=llm_wrapper
|
103 |
)
|
104 |
|
105 |
+
# --- BasicAgent wrapper for Gradio ---
|
106 |
|
107 |
class BasicAgent:
|
108 |
def __init__(self):
|
|
|
116 |
except Exception as e:
|
117 |
return f"AGENT ERROR: {e}"
|
118 |
|
119 |
+
# --- Gradio / Submission Logic ---
|
120 |
|
121 |
def run_and_submit_all(profile: gr.OAuthProfile | None):
|
122 |
if not profile:
|
123 |
return "Please log in to Hugging Face.", None
|
124 |
+
username = profile.username
|
125 |
+
space_id = os.getenv("SPACE_ID", "")
|
126 |
+
agent = BasicAgent()
|
127 |
agent_code = f"https://huggingface.co/spaces/{space_id}/tree/main"
|
128 |
|
129 |
# 1. Fetch questions
|
130 |
try:
|
131 |
+
resp = requests.get(f"{DEFAULT_API_URL}/questions", timeout=15)
|
132 |
resp.raise_for_status()
|
133 |
questions = resp.json() or []
|
134 |
except Exception as e:
|