# Docent ## Docs - [Docent Agent](https://docs.transluce.org/analysis/docent-agent.md): Ask questions about your agent runs in natural language and review a verifiable report. - [Structured Queries (DQL)](https://docs.transluce.org/analysis/dql.md): A read-only SQL subset for structured, quantitative questions about your data - [Exporting Data](https://docs.transluce.org/analysis/exporting.md): Export transcripts and agent run metadata for local analysis - [Labeling Agent Runs](https://docs.transluce.org/analysis/labeling.md): Annotate agent runs with structured data - [Analysis Overview](https://docs.transluce.org/analysis/overview.md): Use Docent to surface and measure unexpected behaviors - [Rubrics and Judges](https://docs.transluce.org/analysis/rubrics.md): Define evaluation criteria and run LLM-based judges on agent runs - [Rubric Refinement](https://docs.transluce.org/analysis/rubrics/refinement.md): Quantifying behaviors that require judgment to detect - [Search and Clustering](https://docs.transluce.org/analysis/search-and-clustering.md): Search for specific behaviors in agent runs and cluster results - [Agent Run](https://docs.transluce.org/concepts/agent-run.md) - [Chat Messages](https://docs.transluce.org/concepts/chat-messages.md) - [Collection](https://docs.transluce.org/concepts/collection.md) - [LLM Output](https://docs.transluce.org/concepts/llm-output.md) - [Metadata](https://docs.transluce.org/concepts/metadata.md) - [Data Models Overview](https://docs.transluce.org/concepts/overview.md) - [Transcript](https://docs.transluce.org/concepts/transcript.md) - [Agentic Ingestion](https://docs.transluce.org/ingestion/docent-agent.md): How the Docent Agent generates ingestion scripts - [Harbor](https://docs.transluce.org/ingestion/integrations/harbor.md): Ingest Harbor/ATIF trajectories into Docent - [Inspect](https://docs.transluce.org/ingestion/integrations/inspect.md): Ingest Inspect logs into Docent - [NeMo Gym](https://docs.transluce.org/ingestion/integrations/nemogym.md): Ingest NeMo Gym rollouts into Docent - [Ingestion Overview](https://docs.transluce.org/ingestion/overview.md): Upload your data to Docent - [Ingest via SDK](https://docs.transluce.org/ingestion/sdk.md): Ingest agent runs into Docent using the Python SDK - [Logging Agent Runs](https://docs.transluce.org/ingestion/sdk/logging.md): Non-blocking uploads of AgentRun objects - [Tracing](https://docs.transluce.org/ingestion/tracing.md): Automatically capture LLM interactions with Docent's tracing system - [Welcome to Docent](https://docs.transluce.org/introduction.md): Understand and improve your benchmark scores - [Quickstart](https://docs.transluce.org/quickstart.md): Welcome! Run your first analysis in Docent - [Agent Run Metadata](https://docs.transluce.org/sdk/agent-runs/metadata.md): Read and write metadata on agent runs and transcript groups - [Query Agent Runs](https://docs.transluce.org/sdk/agent-runs/query.md): Retrieve and search agent runs in a collection - [Authentication](https://docs.transluce.org/sdk/authentication.md): Configure API keys and connection settings for the Docent SDK - [Client](https://docs.transluce.org/sdk/client.md): Initialize and configure the Docent client - [Manage Collections](https://docs.transluce.org/sdk/collections/manage.md): Create, list, update, and delete collections - [Collection Metadata](https://docs.transluce.org/sdk/collections/metadata.md): Read and write metadata on collections - [Execute DQL Queries](https://docs.transluce.org/sdk/dql/execute.md): Run queries against your data with the Docent Query Language - [DQL Schema](https://docs.transluce.org/sdk/dql/schema.md): Introspect available tables and columns for DQL queries - [Error Handling](https://docs.transluce.org/sdk/errors.md): Handle errors from the Docent SDK - [Labels, Tags & Comments](https://docs.transluce.org/sdk/feedback/labels.md): Annotate agent runs with structured labels, tags, and comments - [Ingestion Job Management](https://docs.transluce.org/sdk/jobs.md): Track the status of background processing jobs - [SDK Overview](https://docs.transluce.org/sdk/overview.md): Install and get started with the Docent Python SDK - [Permissions & Sharing](https://docs.transluce.org/sdk/permissions.md): Share collections with users, organizations, and the public - [Clustering](https://docs.transluce.org/sdk/rubrics/clustering.md): Access clustering results for rubric evaluations - [Run Evaluations](https://docs.transluce.org/sdk/rubrics/evaluate.md): Start evaluation jobs and track their progress - [Manage Rubrics](https://docs.transluce.org/sdk/rubrics/manage.md): Create, retrieve, and list rubrics and judges - [Browser Integration](https://docs.transluce.org/sdk/ui.md): Open collections, rubrics, and results in the Docent web UI - [Contact Us](https://docs.transluce.org/support.md): We'd love to hear from you. ## OpenAPI Specs - [openapi](https://docs.transluce.org/api-reference/openapi.json)