Learn how Role-Based Access Control (RBAC) works in ABV.  This guide explains user roles, permissions, and scopes at the organization and project levels for fine-grained control over your LLM application data and settings.

Role-Based Access Controls in ABV

Enhance enterprise security and compliance with ABV Audit Logs.  Get a complete audit trail of user and API actions to monitor activity and investigate incidents.

Audit Logs

Learn how to permanently remove data from ABV.  This guide provides step-by-step instructions for deleting single traces, batches of traces, entire projects, or organizations via the UI and API to manage your data effectively.

Data Deletion

Control your data lifecycle and meet compliance requirements with ABV's Data Retention feature.  Set project-level rules to automatically delete old traces, scores, and observations.

Data Retention

Learn how to set up LLM connections in ABV to use models in the Playground and for LLM-as-a-Judge evaluations.  This guide covers supported providers like OpenAI, Azure, Anthropic, Google, and Amazon Bedrock, and advanced proxy configurations.

LLM Connections

Automate user provisioning and project management in ABV.  This guide covers our management API, SCIM 2.

SCIM & Organization-Key Scoped API Routes

Set up ABV usage alerts to proactively monitor your event volume.  Learn how to configure email notifications when usage exceeds a predefined threshold, helping you control costs and avoid surprise invoices before your next billing cycle.

Usage Alerts

Query Data via SDKs

Administration

Trace

ABV Developer Docs

Quickstart (Python SDK)

Quickstart (JS/TS SDK)

Observability & Tracing

Sessions

User Tracking

Environments

ABV Prompt Playground

Metadata

Trace IDs & Distributed Tracing

Log Levels

Comments on Objects

Masking of Sensitive LLM Data

Multi-Modality and Attachments

Event Queuing/Batching

Releases & Versioning

Sampling

Model Usage & Cost Tracking

Trace URLs

Query Data

API & Data Platform (cloned)

Metrics API

Metrics API (cloned with children)

Custom Dashboards

Basic Features

Prompt Management Overview

Get Started with Prompt Management

ABV Prompts Data Model

Prompt Version Control

Prompt Composability

Message Placeholders in Chat Prompts

A/B Testing of LLM Prompts

Caching of Prompts in Client SDKs

Prompt Config

Prompt Folders

Guaranteed Availability

Link Prompts to Traces

Prompt Management

Evaluation Overview

Scores Data Model

LLM-as-a-Judge

Human Annotation

Custom Scores

Dataset Runs Data Model

Datasets

Prompt Experiments

Remote Dataset Runs

Evaluations

Overview of ABV SDKs

Python SDK - Overview

Python SDK - Setup

Python SDK - Instrumentation

Python SDK - Evaluations

Python SDK - Advanced Usage

Python SDK - Troubleshooting

Python SDK

TypeScript SDK - Overview

TypeScript SDK - Setup

TypeScript SDK - Instrumentation

TypeScript SDK - Advanced Configuration

TypeScript SDK - Troubleshooting and FAQ

Cookbook: ABV JS/TS SDK

JS/TS SDK

SDKs

Metrics overview

Metrics

API & Data Platform overview

Export Data from UI

Export via Blob Storage Integration

Export for Fine-Tuning

Public API

API & Data Platform

Platform

API Reference

References

Python SDK (v3)

JS SDK

Security & Compliance Overview

More