Arize Phoenix
AI & LLMsAI Observability & Evaluation
Release History
arize-phoenix-v18.0.0arize-phoenix-evals-v3.1.1arize-phoenix-v17.30.0arize-phoenix-v17.29.0arize-phoenix-v17.28.0arize-phoenix-v17.27.0arize-phoenix-client-v2.13.0arize-phoenix-v17.26.0arize-phoenix-v17.25.0arize-phoenix-v17.24.0arize-phoenix-v17.23.0arize-phoenix-v17.22.0arize-phoenix-v17.21.07 featuresVersion 17.21.0 introduces several UI enhancements, including a global search palette and session statistics panel, alongside backend improvements for PXI tracing and session cleanup.
arize-phoenix-v17.20.03 fixes1 featureThis release introduces user-selected metric charts in the UI and includes several bug fixes related to agent error recovery, token prices, and UI stability.
arize-phoenix-v17.19.02 featuresThis release introduces new application features, including trace tree search and a consolidated account menu in the side navigation.
arize-phoenix-v17.18.01 featureVersion 17.18.0 introduces UI consistency improvements, specifically regarding disclosure arrows in the application.
arize-phoenix-v17.17.01 fix2 featuresThis release introduces new UI features, including shift-click range selection for tables and recent searches in the span filter typeahead, alongside a bug fix to restrict range selection to same-depth rows.
arize-phoenix-v17.16.05 fixes11 featuresThis release introduces significant feature enhancements across the API, CLI, and UI, including new authentication discovery, experiment tagging, and improved data visibility in tables. Several bug fixes address issues related to annotation handling and UI synchronization.
arize-phoenix-client-v2.12.01 fix2 featuresPhoenix version 2.12.0 introduces new REST endpoints for managing annotation configurations and dataset labels, alongside a fix for the async client timeout policy.
arize-phoenix-v17.15.04 fixes1 featureVersion 17.15.0 introduces support for Claude Sonnet 5 in the playground and includes several bug fixes related to cost calculation, Bedrock tool handling, and file path rendering on Windows. It also updates the internal client dependency.
arize-phoenix-client-v2.11.01 fix1 featureThis release introduces an annotation summary feature in the UI and fixes an issue related to preserving generator inputs during dataset creation and example addition.
arize-phoenix-v17.14.01 fix1 featureThis release introduces an annotation summary feature in the UI and fixes a bug related to Anthropic prompt caching in agents.
arize-phoenix-v17.13.04 fixes3 featuresPhoenix version 17.13.0 introduces a new CLI TUI, a pytest plugin for evaluation CI, and updates built-in model token prices. Several minor bug fixes and dependency updates were also included.
arize-phoenix-client-v2.10.05 featuresThis release introduces significant enhancements to agent capabilities, including session context and experiment editing, alongside new features like a direct server agent endpoint and a pytest plugin for CI.
arize-phoenix-v17.12.06 fixes5 featuresPhoenix version 17.12.0 introduces several enhancements for agents, including user ID attachment and UI fixes, alongside new features like streaming subagent progress and a CI eval testing API for the JavaScript client.
arize-phoenix-v17.11.03 fixes4 featuresThis release introduces several new features including enhanced agent interaction and improved trace visualization. A critical bug fix addresses dependency conflicts by capping pydantic-ai-slim below version 2.0.
arize-phoenix-v17.10.01 featureThis release introduces the feature to display trace-level annotations within the trace header and updates documentation regarding Go OpenInference integrations.
arize-phoenix-v17.9.05 fixes7 featuresVersion 17.9.0 introduces significant enhancements to agents, including server-side bash capabilities and new configuration options. It also brings improvements to prompt/dataset management and UI display elements.
arize-phoenix-v17.8.11 fixPatch release 17.8.1 primarily addresses a bug related to route path resolution within the prometheus middleware when using FastAPI 0.137.
arize-phoenix-v17.8.01 fix2 featuresVersion 17.8.0 introduces an Agent GraphQL skill and improves theme handling for background colors. A bug fix standardized icons across the application.
arize-phoenix-v17.7.01 fix3 featuresThis release introduces new token detail metrics charts and shareable trace time range URLs. It also includes a bug fix for trace ID encoding in UI routes and adds session context for agents.
arize-phoenix-v17.6.01 fix3 featuresPhoenix 17.6.0 introduces new agent capabilities, enhanced metrics visualization with time series annotations, and improved UI controls for time range navigation.
arize-phoenix-v17.5.09 fixes3 featuresThis release introduces new features for agent configuration and UI time range selection, alongside numerous bug fixes including dependency updates and improvements to error handling and agent behavior.
arize-phoenix-client-v2.9.01 fix3 featuresVersion 2.9.0 introduces new playground tools for repetitions and experiment recording, along with an invokable skill menu for agents. A key bug fix ensures correct experiment example resolution by node GlobalID.
arize-phoenix-v17.4.03 fixes3 featuresVersion 17.4.0 introduces new features for agents, dataset evaluation management in PXI, and improved time range selection in the UI, alongside several bug fixes related to token pricing and GraphQL performance.
arize-phoenix-v17.3.05 fixes18 featuresThis release introduces significant enhancements to the playground and agent capabilities, including new PXI tools for experiment recording, dataset management, and support for the claude-fable-5 model. Several bug fixes address UI alignment and server claim extraction issues.
arize-phoenix-client-v2.8.01 fix6 featuresVersion 2.8.0 introduces significant features around PXI playground tooling, agent capabilities like span annotation and native web search, and new sandboxing/code evaluation features. A minor bug fix addresses handling of top_k parameters for Google providers.
arize-phoenix-v17.2.02 fixes1 featureVersion 17.2.0 introduces the PXI route info tool and includes bug fixes related to chat history scoping and prompt table refreshing.
arize-phoenix-v17.1.01 fix4 featuresThis release introduces several new features for the PXI agent and playground, including dataset loading and LLM-evaluator authoring, alongside a fix to prevent initialization failures from halting server startup.
arize-phoenix-otel-v17.0.0arize-phoenix-evals-v17.0.0arize-phoenix-client-v17.0.0arize-phoenix-v17.0.0arize-phoenix-v16.6.03 featuresThis release introduces several new features including model switching in the PXI playground, a web search toggle for agent chat, and code-evaluator authoring. Documentation for Go LLM provider integration was also added.
arize-phoenix-v16.5.03 fixes6 featuresVersion 16.5.0 introduces significant enhancements to agent capabilities, including new chat controls and prompt tooling, alongside several bug fixes for error handling and UI rendering.
arize-phoenix-v16.4.05 fixes14 featuresThis release introduces significant enhancements to the PXI agent experience, including Claude Opus 4.8 support and dynamic quick actions, alongside UI improvements like styled code blocks and better chart handling.
arize-phoenix-v16.3.03 featuresThis release introduces new UI features like drag-to-zoom on charts and enhances the PXI agent capabilities by adding skills support and expanding the settings model selector.
arize-phoenix-v16.2.01 fix1 featureThis release introduces improved agent accessibility via modal overlays and fixes an issue related to token count confinement during ingestion.
arize-phoenix-v16.1.03 fixes7 featuresVersion 16.1.0 introduces several UI and agent enhancements, including a new eval dataset skill and floating assistant panel in PXI, alongside bug fixes for token counting and model prices.
arize-phoenix-v16.0.0Breaking1 fix3 featuresVersion 16.0.0 introduces powerful Sandboxed Code Evaluators for flexible evaluation strategy composition and enables native web search/fetch for agents. This release contains breaking changes requiring migration.
arize-phoenix-v15.12.06 fixes2 featuresVersion 15.12.0 introduces new features for agent tool metadata and UI interaction, alongside several bug fixes addressing scrolling, routing, playground configuration, and run visualization.
arize-phoenix-v15.11.11 fixVersion 15.11.1 primarily addresses a bug fix related to PXI agent system prompt instrumentation on LLM spans.
arize-phoenix-v15.11.02 fixes1 featureThis release introduces generative UI rendering capabilities within agent chats and includes several bug fixes related to server configuration and build processes.
arize-phoenix-v15.10.12 fixesThis patch release fixes two bugs related to agent span persistence and PXI cache reporting in the application, alongside documentation cleanup.
arize-phoenix-v15.10.04 fixes6 featuresVersion 15.10.0 introduces several UI and agent enhancements, including a trace feedback toolbar and curated agent menus, alongside updates to tracing attribute standards and bug fixes for metadata layout and token prices.
arize-phoenix-client-v2.7.01 fix8 featuresThis release introduces significant updates to agent functionality, including new API endpoints and playground tools, alongside improvements to client-side tracing and REST API payload details. Notably, the v1 /chat route has been removed.
arize-phoenix-v15.9.02 fixes1 featureVersion 15.9.0 introduces feature enhancements for agent tool span tracking and resolves bugs related to agent consent and GraphQL node handling.
arize-phoenix-v15.8.03 fixes3 featuresThis release introduces new controls for Anthropic and Google in the playground, improves agent tracing by populating project sessions, and includes several bug fixes related to token prices and security.
arize-phoenix-v15.7.0Breaking3 fixes4 featuresVersion 15.7.0 introduces user feedback annotations, session tagging improvements, and updates the UI toast behavior. This release also removes the deprecated v1 agent /chat route.
arize-phoenix-v15.6.01 fix4 featuresThis release introduces new agent session summary endpoints and playground preference settings. It also fixes an issue related to interrupted tool calls.
arize-phoenix-v15.5.11 fixPatch release 15.5.1 primarily addresses a bug fix related to preserving built-in evaluators during dataset evaluator deletion.
arize-phoenix-v15.5.02 fixes4 featuresThis release introduces experimental support for /chat-v2 with tools and improves frontend REST call typing. It also addresses dependency vulnerabilities by updating litellm.
arize-phoenix-v15.4.01 fix6 featuresVersion 15.4.0 introduces significant enhancements to agents, adds filter-based DELETE endpoints via the API, and includes token counts in REST API payloads. A bug related to trace selection in the session view was also resolved.
arize-phoenix-v15.3.03 fixes2 featuresVersion 15.3.0 introduces feature enhancements like removing user instructions from PXI and adding an empty state shader for chat, alongside dependency updates and documentation improvements.
arize-phoenix-evals-v3.1.01 fix2 featuresVersion 3.1.0 introduces server-side prompt assembly and caching for agents, alongside improvements to prompt handling in evals and a fix for model capability listings.
arize-phoenix-otel-v0.16.1This release primarily updates documentation by adding LinkedIn social links alongside existing X/Bluesky links.
arize-phoenix-v15.2.04 fixes3 featuresThis release introduces TanStack AI tracing integration and moves PXI prompt assembly server-side for agents. It also includes several bug fixes, notably addressing an SSRF vulnerability in the agent chat endpoint.
arize-phoenix-v15.1.02 fixes4 featuresVersion 15.1.0 introduces new features across API, CLI, and phoenix-client, including annotation querying, auth profile management, and TS trace annotations, alongside several bug fixes.
arize-phoenix-client-v2.6.0Breaking4 featuresThis release introduces dataset upsert functionality and adds an API endpoint for session notes. It also includes a breaking change related to dataset upsert implementation.
arize-phoenix-v15.0.02 featuresVersion 15.0.0 introduces dataset upsert capabilities and extends database prompt types for invocation parameters.
arize-phoenix-v14.17.03 fixes3 featuresVersion 14.17.0 introduces enhanced agent configuration flexibility and a new API endpoint for session notes, alongside several bug fixes including updated token prices and context leak prevention.
arize-phoenix-v14.16.03 fixes3 featuresVersion 14.16.0 introduces new agent context advertising and server-side GraphQL field redaction. It also includes several bug fixes related to Relay query ownership and token price updates.
arize-phoenix-v14.15.01 fix2 featuresVersion 14.15.0 introduces new UX toggles for sessions and adds a new skills audit feature. A critical bug fix addressed an SSRF vulnerability by requiring authentication for custom provider credential tests.
arize-phoenix-client-v2.5.01 featureThis release introduces a new REST endpoint for trace notes within the Phoenix CLI, enhancing command-line interaction capabilities.
arize-phoenix-v14.14.01 featureVersion 14.14.0 introduces trace note support to the px command-line interface.
arize-phoenix-v14.13.01 fix4 featuresThis release introduces a dedicated span notes column in the UI and adds a trace note REST endpoint for the Phoenix CLI. It also updates built-in model token prices.
arize-phoenix-otel-v0.16.01 featureThis release introduces new exports within the phoenix-otel package, specifically re-exporting openinference helpers, decorators, and semconv.
arize-phoenix-v14.12.04 fixes3 featuresThis release introduces new tracing visualization features, including trace annotations and span aggregation, alongside several application and data handling bug fixes.
arize-phoenix-v14.11.0Breaking2 fixes4 featuresThis release introduces new features for agent session evaluation and secrets management, alongside a critical dependency update migrating `authlib.jose` to `joserfc`.
arize-phoenix-client-v2.4.02 featuresVersion 2.4.0 introduces the ability to pass trace_id to experiment evaluators and adds type-aware attribute filtering to the /v1/spans REST API endpoint.
arize-phoenix-v14.10.02 fixes1 featureVersion 14.10.0 introduces token count display for chat sessions and resolves dependency pinning and configuration alignment issues.
arize-phoenix-v14.9.11 fixPatch release v14.9.1 primarily addresses a database-related bug fix concerning Azure AsyncEngine handling.
arize-phoenix-v14.9.03 fixes8 featuresVersion 14.9.0 introduces new PXI controls, adds Claude Opus 4.7 support, and includes several UI and API enhancements alongside minor bug fixes.
arize-phoenix-v14.8.01 featureVersion 14.8.0 introduces new database connectivity features, specifically enabling Azure managed identity authentication for PostgreSQL.
arize-phoenix-v14.7.02 fixes3 featuresVersion 14.7.0 introduces session pagination and trace annotation dataloader support, alongside UI improvements for the projects page refresh cycle.
arize-phoenix-v14.6.02 fixes2 featuresPhoenix version 14.6.0 introduces an evaluation harness for agents and updates the application layout for session turns. This release also includes CI improvements and better tracking of evaluation failures.
arize-phoenix-v14.5.01 fix4 featuresRelease 14.5.0 introduces new features for chat metadata, CLI annotations, and agent controls, alongside a fix for malformed pxi skill YAML files.
arize-phoenix-v14.4.01 fix1 featureVersion 14.4.0 introduces a new capability registry for agent tooling and resolves an issue by unpinning the graphql-core dependency.
arize-phoenix-v14.3.11 fixVersion 14.3.1 primarily focuses on a security enhancement by hardening the authentication mechanism during dataset uploads.
arize-phoenix-v14.3.01 fix2 featuresVersion 14.3.0 introduces an assistant agent settings page and updates internal dependency handling for strawberry-graphql compatibility.
arize-phoenix-v14.2.1Breaking1 fixThis patch release removes WebSocket support for GraphQL subscriptions, migrating to HTTP multipart for better compatibility and stability.
arize-phoenix-v14.2.01 featureVersion 14.2.0 introduces a new API endpoint for accessing projects by name and includes documentation updates.
arize-phoenix-v14.1.11 fixVersion 14.1.1 primarily addresses a bug related to connection exhaustion by implementing dataloader for session annotations.
arize-phoenix-v14.1.03 fixesPhoenix version 14.1.0 primarily focuses on bug fixes, including improvements to OpenAPI examples, agent error surfacing, and environment variable handling for SQL schema.
arize-phoenix-client-v2.3.11 featureThis patch release deprecates the evals 1.0 API and removes the associated legacy experiments module.
arize-phoenix-evals-v3.0.0Breaking1 featureVersion 3.0.0 introduces a major overhaul to the evals system by deprecating and removing the legacy evals 1.0 API and the associated experiments module.
arize-phoenix-v14.0.0Breaking3 fixes19 featuresVersion 14.0.0 introduces major architectural changes, including a subcommand-first CLI structure and the removal of legacy evaluation and client plumbing. Key features include enhanced agent tooling, PostgreSQL read replica support, and ephemeral experiment handling.
arize-phoenix-client-v2.3.01 featureThis release introduces a new utility for converting ATiF traces into trajectory format.
arize-phoenix-v13.23.02 fixes1 featureVersion 13.23.0 introduces bundled TypeScript SDK documentation in npm packages and resolves a bug with the Playground button in the prompts table.
arize-phoenix-v13.22.21 fixPatch release 13.22.2 primarily addresses a database query optimization within the ProjectHasTracesDataLoader.
Common Errors
ChatCompletionSubscriptionError2 reportsThe "ChatCompletionSubscriptionError" in arize-phoenix usually arises from insufficient OpenAI account credits or an expired/inactive subscription. To fix it, verify your OpenAI account has sufficient credits or that your paid subscription is active and properly linked to your Phoenix environment, then restart any relevant Phoenix processes. If using API keys, ensure they are valid and have appropriate permissions.
AssertionError2 reportsAssertionErrors in Arize Phoenix Anthropic streaming usually stem from unhandled event types within the `ParsedMessage` structure, specifically `ParsedMessageStopEvent` or `ParsedContentBlockStopEvent`. To resolve this, ensure your code includes explicit handling for these stop events, likely by adding new cases to your event-processing logic that gracefully exits or modifies the data stream. This might involve updating a switch statement or adding new conditional branches to properly manage these specific stop conditions.
DatatypeMismatchError1 reportDatatypeMismatchError in Phoenix often arises when filtering or comparing columns with incompatible data types (e.g., comparing a string to a number). To fix this, ensure the data types are consistent before applying filters or comparisons, using explicit type conversions if necessary (e.g., converting a string representation of a number to an integer/float using `astype`). Validate your data schema to confirm the correct data types are assigned to each column.
NotImplementedError1 reportThe "NotImplementedError" in arize-phoenix usually means a requested function or method hasn't been defined for a specific class or integration, like a new model type. To fix it, either implement the missing method within the relevant class (e.g., for the Google ADK and Gemini Models, implement the Playground tool logic) or use a supported method if an alternative exists. Sometimes, upgrading to the newest version of the library will resolve this.
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