not working, but hey, keep it safe.

basic_agent.py

@@ -2,17 +2,70 @@ import os
 import logging
 import sys
 
+import smolagents
+
+
 LOG = logging.getLogger(__name__)
 
+SYSTEM_PROMPT = """
+You are a general AI assistant. I will ask you 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.
+
+Take the time to plan the steps to reach the solution. Show the steps and then execute the steps.
+"""
+
 # --- Basic Agent Definition ---
 # ----- THIS IS WERE YOU CAN BUILD WHAT YOU WANT ------
 class BasicAgent:
-    def __init__(self):
+    def __init__(self, model_id=None):
         print("BasicAgent initialized.")
-        LOG.warning("Basic Agent initialized.")
+        LOG.warning("logging BasicAgent initialized.")
+
+        if model_id:
+          self.model_id = model_id
+        else:
+          self.model_id = "HuggingFaceTB/SmolLM2-1.7B-Instruct"
+
+        # Run locally.
+        self.model = smolagents.TransformersModel(
+          model_id=self.model_id,
+          max_new_tokens=8000,
+          )
+
+        #self.model = smolagents.HfApiModel(
+        #    max_tokens=8000,
+        #    temperature=0.1,
+        #    model_id=self.model_id,
+        #    custom_role_conversions=None,
+        #    )
+        ddg = smolagents.DuckDuckGoSearchTool()
+        self.tools = [smolagents.DuckDuckGoSearchTool(), smolagents.VisitWebpageTool(), smolagents.FinalAnswerTool()]
+
+        self.search_agent = smolagents.CodeAgent(
+            name="search_agent",
+            description="Search the web",
+            model=self.model,
+            tools=self.tools,
+            max_steps=6,
+            verbosity_level=2,
+            planning_interval=None,
+            additional_authorized_imports=["duckduckgo_search"],
+            )
+
+        self.manager_agent = smolagents.CodeAgent(
+            name="manager_agent",
+            description="Manger of other agents",
+            tools=[smolagents.FinalAnswerTool()],
+            model=self.model,
+            max_steps=6,
+            verbosity_level=2,
+            planning_interval=None,
+            additional_authorized_imports=["duckduckgo_search"],
+            managed_agents=[self.search_agent]
+            )
 
     def __call__(self, question: str) -> str:
         print(f"Agent received question (first 50 chars): {question[:50]}...")
-        fixed_answer = "This is a default answer."
-        print(f"Agent returning fixed answer: {fixed_answer}")
-        return fixed_answer
+        prompt = f"{SYSTEM_PROMPT}\n\n{question}"
+        answer = self.manager_agent.run(prompt)
+        LOG.warning(f"{answer=}")
+        return answer

basic_agent_test.py

@@ -0,0 +1,13 @@
+#!/usr/bin/env python3
+
+import logging
+
+import basic_agent
+
+LOG = logging.getLogger(__name__)
+
+ba = basic_agent.BasicAgent()
+
+answer = ba("What color is the sky?")
+
+LOG.warning(f"{answer=}")

requirements.txt

@@ -1,2 +1,7 @@
 gradio
-requests
+huggingface_hub[hf_xet]
+langchain-core
+langcahin-ollama
+requests
+smolagents
+smolagents[transformers]