Documentation Index
Fetch the complete documentation index at: /llms.txt
Use this file to discover all available pages before exploring further.
One client for tracing, monitoring, evaluations, prompts, and CI gates
pip install agentx-python
pip install "agentx-python[langchain]" - see Framework Integrations.
from agentx import AgentX
# From environment: AGENTX_API_KEY (+ AGENTX_API_BASE_URL for self-host)
client = AgentX.from_env()
# Explicit
client = AgentX(
api_key="agtx_local_...",
base_url="http://localhost:4700/api/v1", # your self-host engine
)
client.ping()
# AgentXConnectionError: Cannot reach AgentX at http://fake-url.com/api/v1 (...)
# AgentXAuthError: AgentX at ... rejected the API key (HTTP 401). Check api_key / AGENTX_API_KEY ...
| Module | What it does | Guide |
|---|---|---|
client.tracer | Record traces: decorator, context manager, sessions, tool calls, span trees | Tracing |
agentx.integrations.* | One-line capture for LangChain/LangGraph, OpenAI Agents, CrewAI, AutoGen, ADK, LlamaIndex, LiteLLM, NVIDIA NIM, Databricks/MLflow, Moveworks, and raw OpenAI/Anthropic/Google Gen AI clients | Integrations |
client.evaluations | Datasets, runs (run(dataset_id, subject, scorer_id=...) + .execute(fn).finalize()), prompts, tool schemas | Evaluations |
client.evaluations.prompts | The prompt registry: pull versioned prompts at runtime | Prompt Management |
client.monitor | Patterns, LLM Judge Scorers, the review queue, automation rules, KPIs/metrics, and per-agent profiles from code | Monitor |
client.outcomes / client.feedback | Report real-world outcomes and end-user votes for judge calibration | Outcomes |
client.projects / client.traces | Project CRUD and the trace read side (by id, paginated lists) - self-host | Monitor |
client.export | Bulk NDJSON export for backup/migration: manifest, streaming, directory dumps | Backup & export |
run.gate() / run_eval() | CI pass/fail gates with rating floors and no-regression checks | CI/CD |
CLI: agentx-trace-eval, agentx-moveworks, agentx-databricks | Engine launcher, plus pull importers replaying external platforms’ activity as traces | Moveworks · Databricks |