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REST API Clients
================
This section documents all the REST API client modules available through ``opik.rest_client``.
Each client provides methods for interacting with specific resources in the Opik platform.
Core Resource Clients
---------------------
.. toctree::
:maxdepth: 1
traces
spans
datasets
experiments
projects
These clients handle the main resources you'll work with in Opik: traces for observability,
spans for detailed execution tracking, datasets for evaluation data, experiments for testing,
and projects for organization.
Feedback & Evaluation Clients
-----------------------------
.. toctree::
:maxdepth: 1
annotation_queues
feedback_definitions
automation_rule_evaluators
optimizations
These clients manage evaluation and feedback systems: annotation queues for human review,
defining feedback score types, setting up automated evaluation rules, and running optimization experiments.
Content & Asset Clients
-----------------------
.. toctree::
:maxdepth: 1
prompts
attachments
These clients handle content management: prompt templates and versions, and file attachments
for traces and spans.
System & Configuration Clients
------------------------------
.. toctree::
:maxdepth: 1
check
workspaces
llm_provider_key
service_toggles
system_usage
These clients provide system-level functionality: health checks, workspace management,
API key configuration, feature toggles, and usage monitoring.
Integration Clients
-------------------
.. toctree::
:maxdepth: 1
chat_completions
open_telemetry_ingestion
guardrails
redirect
These clients support integrations with external systems: chat completion APIs,
OpenTelemetry data ingestion, content validation, and URL redirection.
Usage Examples
--------------
Each client page includes specific usage examples. Here's how to access any client:
.. code-block:: python
import opik
client = opik.Opik()
# Access any client through the rest_client property
traces_client = client.rest_client.traces
datasets_client = client.rest_client.datasets
experiments_client = client.rest_client.experiments
# Use the client methods
trace = traces_client.get_trace_by_id("trace-id")
datasets = datasets_client.find_datasets(page=0, size=10)