Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
@@ -1,80 +1,19 @@
|
|
1 |
-
import
|
2 |
-
#from huggingface_hub import InferenceClient
|
3 |
-
from smolagents import CodeAgent, Tool
|
4 |
|
|
|
|
|
5 |
|
6 |
-
#
|
|
|
|
|
|
|
7 |
|
8 |
-
#
|
9 |
-
agent = CodeAgent(
|
10 |
-
tools=[search_kb_tool, search_web_tool, format_response_tool],
|
11 |
-
system_prompt="""
|
12 |
-
You are a Basic Troubleshooting Assistant.
|
13 |
-
Understand the user's problem, attempt to resolve it using the knowledge base.
|
14 |
-
If the knowledge base is insufficient, perform a web search.
|
15 |
-
Provide clear, step-by-step instructions and confirm each step's outcome.
|
16 |
-
"""
|
17 |
-
)
|
18 |
|
19 |
-
# Run
|
20 |
-
|
21 |
-
|
22 |
-
if user_input.lower() in ["exit", "quit"]:
|
23 |
-
break
|
24 |
-
response = agent.run(user_input)
|
25 |
-
print("Agent:", response)
|
26 |
-
###############################################################
|
27 |
-
"""def respond(
|
28 |
-
message,
|
29 |
-
history: list[tuple[str, str]],
|
30 |
-
system_message,
|
31 |
-
max_tokens,
|
32 |
-
temperature,
|
33 |
-
top_p,
|
34 |
-
):
|
35 |
-
messages = [{"role": "system", "content": system_message}]
|
36 |
|
37 |
-
|
38 |
-
|
39 |
-
messages.append({"role": "user", "content": val[0]})
|
40 |
-
if val[1]:
|
41 |
-
messages.append({"role": "assistant", "content": val[1]})
|
42 |
-
|
43 |
-
messages.append({"role": "user", "content": message})
|
44 |
-
|
45 |
-
response = ""
|
46 |
-
|
47 |
-
for message in client.chat_completion(
|
48 |
-
messages,
|
49 |
-
max_tokens=max_tokens,
|
50 |
-
stream=True,
|
51 |
-
temperature=temperature,
|
52 |
-
top_p=top_p,
|
53 |
-
):
|
54 |
-
token = message.choices[0].delta.content
|
55 |
-
|
56 |
-
response += token
|
57 |
-
yield response
|
58 |
-
|
59 |
-
|
60 |
-
|
61 |
-
demo = gr.ChatInterface(
|
62 |
-
respond,
|
63 |
-
additional_inputs=[
|
64 |
-
gr.Textbox(value="You are a friendly Chatbot.", label="System message"),
|
65 |
-
gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
|
66 |
-
gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),
|
67 |
-
gr.Slider(
|
68 |
-
minimum=0.1,
|
69 |
-
maximum=1.0,
|
70 |
-
value=0.95,
|
71 |
-
step=0.05,
|
72 |
-
label="Top-p (nucleus sampling)",
|
73 |
-
),
|
74 |
-
],
|
75 |
-
)
|
76 |
-
|
77 |
-
|
78 |
-
if __name__ == "__main__":
|
79 |
-
demo.launch()
|
80 |
-
"""
|
|
|
1 |
+
from smolagents import Tool, CodeAgent
|
|
|
|
|
2 |
|
3 |
+
# Your MCP server base URL on Hugging Face Spaces
|
4 |
+
MCP_URL = "https://Manavraj-Troubleshoot_MCP.hf.space"
|
5 |
|
6 |
+
# Load tools from your MCP server
|
7 |
+
kb_tool = Tool.from_mcp(MCP_URL, name="search_knowledge_base")
|
8 |
+
web_tool = Tool.from_mcp(MCP_URL, name="search_web")
|
9 |
+
format_tool = Tool.from_mcp(MCP_URL, name="format_response")
|
10 |
|
11 |
+
# Create agent with all three tools
|
12 |
+
agent = CodeAgent(tools=[kb_tool, web_tool, format_tool])
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
13 |
|
14 |
+
# Run example input
|
15 |
+
query = "My WiFi keeps disconnecting randomly. What can I do?"
|
16 |
+
response = agent.run(query)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
17 |
|
18 |
+
print("Agent's Troubleshooting Response:")
|
19 |
+
print(response)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|