Documentation Index
Fetch the complete documentation index at: https://docs.praison.ai/llms.txt
Use this file to discover all available pages before exploring further.
AgentOps Integration
AgentOps provides agent monitoring, debugging, and optimization.
Setup
1. Install Dependencies
2. Set Environment Variables
export AGENTOPS_API_KEY=xxx
3. Initialize
from praisonai_tools.observability import obs
obs.init(provider="agentops")
Usage
Auto-Instrumentation (Recommended)
from praisonai_tools.observability import obs
from praisonaiagents import Agent
obs.init(provider="agentops")
# Everything is auto-traced!
agent = Agent(
name="Assistant",
instructions="You are a helpful assistant.",
model="gpt-4o-mini",
)
response = agent.chat("Hello!")
print(response)
Explicit Tracing (For Fine Control)
from praisonai_tools.observability import obs
from praisonaiagents import Agent
obs.init(provider="agentops", auto_instrument=False)
agent = Agent(
instructions="You are a helpful assistant.",
model="gpt-4o-mini",
)
with obs.trace("session"):
response = agent.chat("Hello!")
print(response)
Configuration Options
| Option | Environment Variable | Description |
|---|
api_key | AGENTOPS_API_KEY | Your AgentOps API key |
tags | - | Default tags for sessions |
auto_start_session | - | Auto-start session (default: True) |
Dashboard
View your agent sessions at app.agentops.ai
