Spaces:
Running
Running
Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from flask import Flask, request, jsonify
|
2 |
+
from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel
|
3 |
+
|
4 |
+
app = Flask(__name__)
|
5 |
+
|
6 |
+
def get_tool_instance(tool_name):
|
7 |
+
if tool_name == "DuckDuckGoSearchTool":
|
8 |
+
return DuckDuckGoSearchTool()
|
9 |
+
# Add other tools here (e.g., from LangChain)
|
10 |
+
return None
|
11 |
+
|
12 |
+
@app.route('/run_agent', methods=['POST'])
|
13 |
+
def run_agent():
|
14 |
+
data = request.get_json()
|
15 |
+
query = data.get('query')
|
16 |
+
tool_names = data.get('tools',)
|
17 |
+
|
18 |
+
tools = [get_tool_instance(tool_name) for tool_name in tool_names if get_tool_instance(tool_name)]
|
19 |
+
|
20 |
+
model = HfApiModel() # Or any other LLM model you want to use
|
21 |
+
agent = CodeAgent(tools=tools, model=model)
|
22 |
+
|
23 |
+
try:
|
24 |
+
result = agent.run(query)
|
25 |
+
return jsonify({'result': result})
|
26 |
+
except Exception as e:
|
27 |
+
return jsonify({'result': f"Error: {str(e)}"}), 500
|
28 |
+
|
29 |
+
if __name__ == '__main__':
|
30 |
+
app.run(debug=False) # Important: Change to debug=False for production
|