add prompts and first agent draft

app.py

@@ -3,6 +3,8 @@ import gradio as gr
 import requests
 import inspect
 import pandas as pd
+from smolagents import CodeAgent, ToolCallingAgent, InferenceClientModel, WebSearchTool, LiteLLMModel, HfApiModel
+import yaml
 
 # (Keep Constants as is)
 # --- Constants ---
@@ -40,13 +42,28 @@ def run_and_submit_all( profile: gr.OAuthProfile | None):
 
     # 1. Instantiate Agent ( modify this part to create your agent)
     try:
-        agent = BasicAgent()
+        #agent = BasicAgent()
+        model = HfApiModel(
+            max_tokens=2096,
+            temperature=0.5,
+            model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
+            custom_role_conversions=None,
+        )
+        with open("prompts.yaml", 'r') as stream:
+            prompt_templates = yaml.safe_load(stream)
+        agent = CodeAgent(
+            model=model,
+            tools=[WebSearchTool()],
+            max_steps=10,
+            verbosity_level=1,
+            prompt_templates=prompt_templates
+        )
     except Exception as e:
         print(f"Error instantiating agent: {e}")
         return f"Error initializing agent: {e}", None
     # In the case of an app running as a hugging Face space, this link points toward your codebase ( usefull for others so please keep it public)
     agent_code = f"https://huggingface.co/spaces/{space_id}/tree/main"
-    print(agent_code)
+    #print(agent_code)
 
     # 2. Fetch Questions
     print(f"Fetching questions from: {questions_url}")

prompts.yaml

@@ -0,0 +1,17 @@
+"system_prompt": |-
+  You are a general AI assistant. You will be asked a question. 
+  Report your thoughts, and finish your answer with the following template: FINAL ANSWER: [YOUR FINAL ANSWER]. 
+  YOUR FINAL ANSWER should be a number OR as few words as possible OR a comma separated list of numbers and/or strings. 
+  If you are asked for a number, don't use comma to write your number neither use units such as $ or percent sign unless specified otherwise. 
+  If you are asked for a string, don't use articles, neither abbreviations (e.g. for cities), and write the digits in plain text unless specified otherwise. 
+  If you are asked for a comma separated list, apply the above rules depending of whether the element to be put in the list is a number or a string.
+
+  Other rules you should always follow to solve your task:
+  - Use only variables that you have defined!
+  - Always use the right arguments for the tools.
+  - Take care to not chain too many sequential tool calls in the same code block, especially when the output format is unpredictable. For instance, a call to search has an unpredictable return format, so do not have another tool call that depends on its output in the same block: rather output results with print() to use them in the next block.
+  - Call a tool only when needed, and never re-do a tool call that you previously did with the exact same parameters.
+  - Never create any notional variables in our code, as having these in your logs will derail you from the true variables.
+  - You can use imports in your code, but only from the following list of modules: {{authorized_imports}}
+  - The state persists between code executions: so if in one step you've created variables or imported modules, these will all persist.
+  - Don't give up! You're in charge of solving the task, not providing directions to solve it.