Show spinner while thinking

Instead of dots.

.gitignore

@@ -9,3 +9,4 @@ wheels/
 # Virtual environments
 .venv
 /workspace/tools/
+.aider*

README.md

@@ -68,6 +68,7 @@ Key Python libraries used:
 *   `mlx` / `mlx-lm`: Likely used for efficient model inference, especially on Apple Silicon.
 *   `mcp`: For integrating external tools via the Multi-Agent Collaboration Protocol.
 *   `python-dotenv`: For managing environment variables (e.g., API keys).
+*   `rich`: For beautiful terminal formatting and progress indicators.
 
 See `pyproject.toml` for the full list of dependencies.
 
@@ -77,4 +78,4 @@ This an architectural spike, I welcome your feedback through `qwan.eu/contact`.
 
 ## License
 
-Apache 2.0
+Apache 2.0

agentic_search.py

@@ -1,11 +1,12 @@
-import json  # Import the json module
-
+import json
+from rich.console import Console
+from rich.spinner import Spinner
 from qwen_agent.agents import Assistant
 
 # 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
@@ -41,28 +42,30 @@ tools = [
 
 # Define Agent
 bot = Assistant(llm=llm_cfg, function_list=tools)
+console = Console()
 
 # Streaming generation
 messages = [{'role': 'user',
              'content':
-                 """"- ***Research** What is enshittification, and who came up with it?
-                 -- **Analyze** Developments around enshittification in the last five years, and related concepts.
-                 -- **Answer** What is enshittification, and what does it mean for society?"""}]
+                 """"
+                 - ***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?"""}]
 
 final_responses = None
 # Consider adding error handling around bot.run
 try:
-    for responses in bot.run(messages=messages, enable_thinking=True, max_tokens=30000):
-        print(".", end="", flush=True)
-        final_responses = responses.pop()
+    with console.status("[bold blue]Thinking...", spinner="dots") as status:
+        for responses in bot.run(messages=messages, enable_thinking=True, max_tokens=30000):
+            final_responses = responses.pop()
 except Exception as e:
-    print(f"An error occurred during agent execution: {e}")
+    console.print(f"[bold red]An error occurred during agent execution:[/] {e}")
 
 # Pretty-print the final response object
 if final_responses:
-    print("--- Full Response Object ---")
-    print(json.dumps(final_responses, indent=2))  # Use indent=2 (or 4) for pretty printing
-    print("\n--- Extracted Content ---")
-    print(final_responses.get('content', 'No content found in response.'))  # Use .get for safer access
+    console.print("\n[bold green]--- Full Response Object ---[/]")
+    console.print(json.dumps(final_responses, indent=2))
+    console.print("\n[bold green]--- Extracted Content ---[/]")
+    console.print(final_responses.get('content', 'No content found in response.'))
 else:
-    print("No final response received from the agent.")
+    console.print("[bold red]No final response received from the agent.[/]")

pyproject.toml

@@ -11,4 +11,5 @@ dependencies = [
     "python-dateutil>=2.9.0.post0",
     "python-dotenv>=1.1.0",
     "qwen-agent[code-interpreter]>=0.0.20",
+    "rich>=13.7.0",
 ]

uv.lock

@@ -1016,6 +1016,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/4c/fa/be89a49c640930180657482a74970cdcf6f7072c8d2471e1babe17a222dc/kiwisolver-1.4.8-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:be4816dc51c8a471749d664161b434912eee82f2ea66bd7628bd14583a833e85", size = 2349213 },
 ]
 
+[[package]]
+name = "markdown-it-py"
+version = "3.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "mdurl" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/38/71/3b932df36c1a044d397a1f92d1cf91ee0a503d91e470cbd670aa66b07ed0/markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb", size = 74596 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/42/d7/1ec15b46af6af88f19b8e5ffea08fa375d433c998b8a7639e76935c14f1f/markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1", size = 87528 },
+]
+
 [[package]]
 name = "markupsafe"
 version = "3.0.2"
@@ -1106,6 +1118,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/10/30/20a7f33b0b884a9d14dd3aa94ff1ac9da1479fe2ad66dd9e2736075d2506/mcp-1.6.0-py3-none-any.whl", hash = "sha256:7bd24c6ea042dbec44c754f100984d186620d8b841ec30f1b19eda9b93a634d0", size = 76077 },
 ]
 
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d6/54/cfe61301667036ec958cb99bd3efefba235e65cdeb9c84d24a8293ba1d90/mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba", size = 8729 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8", size = 9979 },
+]
+
 [[package]]
 name = "mistune"
 version = "3.1.3"
@@ -1791,6 +1812,7 @@ dependencies = [
     { name = "python-dateutil" },
     { name = "python-dotenv" },
     { name = "qwen-agent", extra = ["code-interpreter"] },
+    { name = "rich" },
 ]
 
 [package.metadata]
@@ -1801,6 +1823,7 @@ requires-dist = [
     { name = "python-dateutil", specifier = ">=2.9.0.post0" },
     { name = "python-dotenv", specifier = ">=1.1.0" },
     { name = "qwen-agent", extras = ["code-interpreter"], specifier = ">=0.0.20" },
+    { name = "rich", specifier = ">=13.7.0" },
 ]
 
 [[package]]
@@ -1875,6 +1898,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/9e/51/17023c0f8f1869d8806b979a2bffa3f861f26a3f1a66b094288323fba52f/rfc3986_validator-0.1.1-py2.py3-none-any.whl", hash = "sha256:2f235c432ef459970b4306369336b9d5dbdda31b510ca1e327636e01f528bfa9", size = 4242 },
 ]
 
+[[package]]
+name = "rich"
+version = "14.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "markdown-it-py" },
+    { name = "pygments" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a1/53/830aa4c3066a8ab0ae9a9955976fb770fe9c6102117c8ec4ab3ea62d89e8/rich-14.0.0.tar.gz", hash = "sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725", size = 224078 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0d/9b/63f4c7ebc259242c89b3acafdb37b41d1185c07ff0011164674e9076b491/rich-14.0.0-py3-none-any.whl", hash = "sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0", size = 243229 },
+]
+
 [[package]]
 name = "rpds-py"
 version = "0.24.0"