❯ python basic-agents.py
18:56:36 - LiteLLM:DEBUG: http_handler.py:579 - Using AiohttpTransport...
[18:56:36] DEBUG [18:56:36] http_handler.py:579 DEBUG Using AiohttpTransport... http_handler.py:579
18:56:36 - LiteLLM:DEBUG: http_handler.py:636 - Creating AiohttpTransport...
DEBUG [18:56:36] http_handler.py:636 DEBUG Creating AiohttpTransport... http_handler.py:636
18:56:37 - LiteLLM:DEBUG: litellm_logging.py:182 - [Non-Blocking] Unable to import GenericAPILogger - LiteLLM Enterprise Feature - No module named 'litellm_enterprise'
[18:56:37] DEBUG [18:56:37] litellm_logging.py:182 DEBUG [Non-Blocking] Unable to litellm_logging.py:182
import GenericAPILogger - LiteLLM Enterprise Feature - No module
named 'litellm_enterprise'
18:56:37 - LiteLLM:DEBUG: transformation.py:17 - [Non-Blocking] Unable to import _ENTERPRISE_ResponsesSessionHandler - LiteLLM Enterprise Feature - No module named 'litellm_enterprise'
DEBUG [18:56:37] transformation.py:17 DEBUG [Non-Blocking] Unable to transformation.py:17
import _ENTERPRISE_ResponsesSessionHandler - LiteLLM Enterprise
Feature - No module named 'litellm_enterprise'
18:56:37 - LiteLLM:DEBUG: http_handler.py:579 - Using AiohttpTransport...
DEBUG [18:56:37] http_handler.py:579 DEBUG Using AiohttpTransport... http_handler.py:579
18:56:37 - LiteLLM:DEBUG: http_handler.py:636 - Creating AiohttpTransport...
DEBUG [18:56:37] http_handler.py:636 DEBUG Creating AiohttpTransport... http_handler.py:636
18:56:37 - LiteLLM:DEBUG: http_handler.py:579 - Using AiohttpTransport...
DEBUG [18:56:37] http_handler.py:579 DEBUG Using AiohttpTransport... http_handler.py:579
18:56:37 - LiteLLM:DEBUG: http_handler.py:636 - Creating AiohttpTransport...
DEBUG [18:56:37] http_handler.py:636 DEBUG Creating AiohttpTransport... http_handler.py:636
18:56:37 - LiteLLM:DEBUG: http_handler.py:579 - Using AiohttpTransport...
DEBUG [18:56:37] http_handler.py:579 DEBUG Using AiohttpTransport... http_handler.py:579
18:56:37 - LiteLLM:DEBUG: http_handler.py:636 - Creating AiohttpTransport...
DEBUG [18:56:37] http_handler.py:636 DEBUG Creating AiohttpTransport... http_handler.py:636
[18:56:38] DEBUG [18:56:38] telemetry.py:88 DEBUG Telemetry enabled with session telemetry.py:88
757e2bb29bb48c09
DEBUG [18:56:38] agent.py:1208 DEBUG Agent.chat parameters: { agent.py:1208
"prompt": "Why sky is Blue?",
"temperature": 0.2,
"tools": null,
"output_json": null,
"output_pydantic": null,
"reasoning_steps": false,
"agent_name": "Agent",
"agent_role": "Assistant",
"agent_goal": "You are a helpful assistant"
}
╭─ Agent Info ─────────────────────────────────────────────────────────────────────────────────────────────╮
│ │
│ 👤 Agent: Agent │
│ Role: Assistant │
│ │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────╯
╭─────────────────── Instruction ────────────────────╮
│ Agent Agent is processing prompt: Why sky is Blue? │
╰────────────────────────────────────────────────────╯
DEBUG [18:56:38] agent.py:1079 DEBUG Agent sending messages to LLM: [{'role': agent.py:1079
'system', 'content': 'You are a helpful assistant\n\nYour Role:
Assistant\n\nYour Goal: You are a helpful assistant'}, {'role': 'user',
'content': 'Why sky is Blue?'}]
[18:56:39] DEBUG [18:56:39] main.py:253 DEBUG Empty content in display_generating, returning main.py:253
early
[18:56:43] DEBUG [18:56:43] agent.py:1408 DEBUG Agent Agent final response: The sky appears agent.py:1408
blue primarily due to a phenomenon called Rayleigh scattering. Here's how
it works:
1. **Sunlight Composition**: Sunlight, or white light, is made up of
different colors, each with different wavelengths. Blue light has a
shorter wavelength, while red light has a longer wavelength.
2. **Atmospheric Scattering**: When sunlight enters the Earth's
atmosphere, it collides with molecules and small particles in the air.
Because blue light has a shorter wavelength, it is scattered in all
directions more than the other colors with longer wavelengths (like red
and yellow).
3. **Perception of Color**: When we look up at the sky, we see this
scattered blue light coming from all directions. This is why the sky
appears predominantly blue during the day.
4. **Variations**: The color of the sky can change under different
conditions. For example, during sunrise or sunset, the sun's light has to
pass through more of the Earth's atmosphere, scattering the shorter blue
wavelengths and allowing the longer red and orange wavelengths to
dominate, resulting in beautiful colors at those times.
In summary, the blue color of the sky is due to the scattering of sunlight
by the atmosphere, with blue light being scattered more than other colors.
Response generated in 5.4s
╭────────────────────────────────────────────────── Task ──────────────────────────────────────────────────╮
│ Why sky is Blue? │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────╯
╭──────────────────────────────────────────────── Response ────────────────────────────────────────────────╮
│ The sky appears blue primarily due to a phenomenon called Rayleigh scattering. Here's how it works: │
│ │
│ 1 Sunlight Composition: Sunlight, or white light, is made up of different colors, each with different │
│ wavelengths. Blue light has a shorter wavelength, while red light has a longer wavelength. │
│ 2 Atmospheric Scattering: When sunlight enters the Earth's atmosphere, it collides with molecules and │
│ small particles in the air. Because blue light has a shorter wavelength, it is scattered in all │
│ directions more than the other colors with longer wavelengths (like red and yellow). │
│ 3 Perception of Color: When we look up at the sky, we see this scattered blue light coming from all │
│ directions. This is why the sky appears predominantly blue during the day. │
│ 4 Variations: The color of the sky can change under different conditions. For example, during sunrise │
│ or sunset, the sun's light has to pass through more of the Earth's atmosphere, scattering the shorter │
│ blue wavelengths and allowing the longer red and orange wavelengths to dominate, resulting in │
│ beautiful colors at those times. │
│ │
│ In summary, the blue color of the sky is due to the scattering of sunlight by the atmosphere, with blue │
│ light being scattered more than other colors. │
╰──────────────────────────────────────────────────────────────────────────────────────────────────────────╯
DEBUG [18:56:43] telemetry.py:138 DEBUG Agent execution tracked: success=True telemetry.py:138
DEBUG [18:56:43] telemetry.py:138 DEBUG Agent execution tracked: success=True telemetry.py:138
[18:56:44] DEBUG [18:56:44] telemetry.py:303 DEBUG Telemetry flush: {'enabled': True, telemetry.py:303
'session_id': '757e2bb29bb48c09', 'metrics': {'agent_executions': 2,
'task_completions': 0, 'tool_calls': 0, 'errors': 0}, 'environment':
{'python_version': '3.11.11', 'os_type': 'Darwin', 'framework_version':
'unknown'}}
ERROR [18:56:44] telemetry.py:376 ERROR Error during PostHog shutdown: cannot telemetry.py:376
schedule new futures after interpreter shutdown
DEBUG [18:56:44] selector_events.py:54 DEBUG Using selector: selector_events.py:54
KqueueSelector
❯
from praisonaiagents import Agent
agent = Agent(
instructions="You are a helpful assistant",
llm="gpt-4o-mini"
)
agent.start("Why sky is Blue?")
