feat: update research query to explore Hugging Face model versioning and updates

agentic_search.py

@@ -2,11 +2,12 @@ import json
 from rich.console import Console
 from rich.spinner import Spinner
 from qwen_agent.agents import Assistant
+from transformers import pipeline
 
 # Define LLM
 llm_cfg = {
-        'model': 'hf.co/unsloth/Qwen3-30B-A3B-GGUF:Q5_K_M',
-    # 'model': 'qwen3:32b',
+    #    'model': 'hf.co/unsloth/Qwen3-30B-A3B-GGUF:Q5_K_M',
+     'model': 'qwen3:32b',
 
     # Use a custom endpoint compatible with OpenAI API:
     'model_server': 'http://localhost:11434/v1',  # api_base
@@ -48,9 +49,10 @@ console = Console()
 messages = [{'role': 'user',
              'content':
                  """"
-                 - ***Research** Parsing CLI commands and options in python code.
-                 -- **Analyze** Clean separation of concerns between parsing commands and options and execution of the commands.
-                 -- **Answer** What is the best way to parse CLI commands and options in python code?"""}]
+                 ***Research** Updating models from https://huggingface.co  .
+                 **Analyze** how can I find out if a model on hugging face is newer than the model I have now. For instance https://huggingface.co/unsloth/Qwen3-30B-A3B-GGUF
+                 pipe = pipeline("text-generation", model="Qwen/Qwen3-30B-A3B")
+                 **Answer** In English. Is there a versioning scheme for models on huggingface? Can I instruct ollama to pull a newer version of a model?"""}]
 
 final_responses = None
 # Consider adding error handling around bot.run