Arize Phoenix
AI & LLMsAI Observability & Evaluation
Release History
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.
arize-phoenix-v13.22.12 fixesThis patch release focuses on performance improvements by optimizing database queries and reducing redundant data fetching during initialization.
arize-phoenix-client-v2.2.04 featuresThis release introduces new REST API endpoints for user information and secrets management, alongside adding the get_traces method to clients and supporting Python 3.14.
arize-phoenix-evals-v2.13.01 featureThis release introduces official support for Python 3.14, with the exception of Windows environments.
arize-phoenix-v13.22.01 fix1 featureThis release introduces minor UI updates, including new icons, and fixes an installation issue specific to Windows and Python 3.14 environments.
arize-phoenix-v13.21.03 featuresThis release introduces Python 3.14 support, enhances agent session summaries, and adds a REST endpoint for server secrets management.
arize-phoenix-v13.20.03 featuresThis release introduces new REST API endpoints for managing prompt versions and tags, alongside UI improvements including a new CopyField component.
arize-phoenix-v13.19.21 fixThis patch release primarily addresses a usability bug in the UI related to model menu search focus.
arize-phoenix-v13.19.11 fixThis patch release includes a bug fix for TracesTable interface updates and documentation improvements for the phoenix CLI.
arize-phoenix-v13.19.01 fix4 featuresVersion 13.19.0 introduces new UI components like PromptInput, enhances agent chat performance, and fixes a critical dependency issue with FastAPI.
arize-phoenix-v13.18.21 fixThis patch release primarily updates the dependency on arize-phoenix-evals to version 2.12.0.
arize-phoenix-evals-v2.12.03 fixes1 featureVersion 2.12.0 introduces support for structured data inputs in evals and patches several bugs, including a security-related pin on the LiteLLM dependency.
arize-phoenix-v13.18.11 fixThis patch release addresses a security concern by pinning the LiteLLM dependency to a safe version.
arize-phoenix-v13.18.02 featuresThis release introduces a new prompt version diff view in the application and updates the rendering engine by replacing all markdown processing with streamdown.
arize-phoenix-v13.17.02 fixes2 featuresVersion 13.17.0 introduces an experimental simulated bash tool for agents and adds clipboard copying for spanIDs. This release also addresses several dependency vulnerabilities and improves compatibility with Starlette 1.0+.
arize-phoenix-v13.16.08 fixes23 featuresThis release introduces significant feature enhancements across skills, CLI, and UI, including new onboarding snippets and agent tooling. It also deprecates `useNotifyError` in favor of inline alert banners for error handling.
arize-phoenix-client-v2.1.01 featureThis release introduces new filtering capabilities for spans via the getSpans method in the client.
arize-phoenix-client-v2.0.11 fixVersion 2.0.1 primarily introduces a bug fix related to server version gating and capability requirements within the client.
arize-phoenix-v13.15.03 fixes4 featuresThis release introduces a new `phoenix db migrate` subcommand and enhances the server API with new trace retrieval and filtering capabilities. It also updates the internal client dependency and improves compatibility for certain LLM providers.
arize-phoenix-client-v2.0.0Breaking6 featuresVersion 2.0.0 introduces significant updates including new LLM provider integrations and the removal of the deprecated `client.annotations` in favor of `client.spans`.
arize-phoenix-v13.14.02 fixes4 featuresThis release introduces new features like the phoenix-pr-screenshot slash command and session conversation API support in clients. It also includes bug fixes related to dialog content scrolling.
arize-phoenix-v13.13.0Breaking3 fixes5 featuresVersion 13.13.0 introduces UI filtering for model providers via environment variables and enhances the dataset view with drag-and-drop functionality. This release also removes the deprecated client.annotations module and splits side navigation APIs.
arize-phoenix-v13.12.03 fixes3 featuresThis release introduces new features like feature-flagged tracing onboarding and a new PackageManagerCommandBlock component, alongside several bug fixes across the playground, server, and UI components.
arize-phoenix-v13.11.04 featuresThis release introduces major enhancements to the playground by adding built-in support for Perplexity AI and Together AI as new LLM providers, complete with model listings and cost tracking.
arize-phoenix-v13.10.07 featuresThis release introduces four new first-class AI providers (Cerebras, Fireworks AI, Groq, Moonshot) with automatic cost tracking, updates the playground with the latest OpenAI models, and enhances the UI with editable project settings and improved experiment indicators.
arize-phoenix-v13.9.02 fixes3 featuresVersion 13.9.0 introduces filetype-agnostic dataset uploads and adds trace_id filtering to span retrieval endpoints. It also includes dependency updates and improvements to playground error handling.
arize-phoenix-client-v1.31.02 featuresThis release introduces new session management capabilities to the Python client SDK, including session retrieval methods and enhanced session API options.
arize-phoenix-v13.8.02 fixes5 featuresThis release introduces new features like integration icons for Claude/LangGraph, Pydantic Vercel data streaming support for agents, and brute force login protection. It also includes several bug fixes and documentation updates for Claude Agent SDK integration.
arize-phoenix-v13.7.02 fixes1 featureThis release updates the underlying container image to debian13 and patches dependencies by upgrading arize-phoenix-client and arize-phoenix-otel.
arize-phoenix-otel-v0.15.01 fix1 featureThis release introduces expanded Python version compatibility for arize-phoenix-otel, supporting up to Python 3.14, and includes a minor fix to the Slack invitation link.
arize-phoenix-client-v1.30.01 featureVersion 1.30.0 introduces new GET endpoints for the sessions REST API, enhancing session management capabilities.
arize-phoenix-v13.6.04 fixes2 featuresVersion 13.6.0 introduces new UI annotation features and CLI support for multi-turn conversations, alongside several security and packaging bug fixes.
arize-phoenix-v13.5.02 fixes2 featuresVersion 13.5.0 introduces a configurable password policy and new GET endpoints for the sessions REST API, alongside dependency updates.
arize-phoenix-evals-v2.11.02 fixes3 featuresVersion 2.11.0 introduces new evaluation capabilities to evals, including conciseness and refusal evaluators, alongside a fix for handling recent litellm version changes.
arize-phoenix-v13.4.013 fixes9 featuresThis release introduces several new features, including SQL visibility in stdout and navigation counters, alongside significant internal updates like migrating the application bundler to rolldown-vite and upgrading the AI SDK to v6. Numerous bug fixes address model name support, UI accessibility, and dependency updates.
arize-phoenix-client-v1.29.13 fixesThis patch release (1.29.1) focuses on minor bug fixes, including updating documentation snippets and fixing an issue related to project deletion after experiment deletion.
arize-phoenix-v13.3.01 fix2 featuresVersion 13.3.0 introduces a new conciseness classification evaluator and removes several UI components related to model inferences and embeddings. Bug fixes include improved error handling for JSONDistanceEvaluator.
arize-phoenix-v13.2.03 fixes1 featureRelease 13.2.0 introduces support for AWS Bedrock cross-region inference preferences and includes several bug fixes, notably reverting a dependency that caused build issues.
arize-phoenix-v13.1.11 fixVersion 13.1.1 primarily addresses a bug fix related to the ModelMenu query fetch policy.
arize-phoenix-v13.1.05 fixes9 featuresVersion 13.1.0 introduces significant enhancements to table functionality, adds new session skills, and merges the phoenix-sdk-python skill into phoenix-evals. This release also includes various bug fixes related to model pricing and UI theming.
arize-phoenix-v13.0.31 fixPatch release 13.0.3 primarily addresses a bug fix related to the playground interface.
arize-phoenix-evals-v2.10.01 fix4 featuresVersion 2.10.0 introduces dataset evaluators, full mustache prompt template support in the server, and enhancements to classification evaluators. A bug fix simplified template formatters.
arize-phoenix-v13.0.21 fixThis patch release primarily addresses dependency updates, specifically upgrading the arize-phoenix-client to version 1.29.0.
arize-phoenix-client-v1.29.01 featureThis release introduces dataset evaluators, enhancing the capabilities for evaluating datasets within the library.
arize-phoenix-v13.0.11 fixVersion 13.0.1 is a patch release primarily focused on fixing an issue related to file inclusion during package building.
arize-phoenix-v13.0.0Breaking39 featuresVersion 13.0.0 introduces extensive enhancements to LLM evaluation capabilities, including new built-in evaluators, improved playground features, and UI updates. This release contains breaking changes related to dataset evaluators.
arize-phoenix-v12.35.08 fixes1 featureThis release introduces support for the Claude Opus 4.6 model and includes several bug fixes related to data validation, dependency updates, and improved UX for trace management.
arize-phoenix-client-v1.28.11 fixVersion 1.28.1 primarily addresses a bug by introducing timezone validation for the log_spans_dataframe function.
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.
Related AI & LLMs Packages
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Get up and running with OpenAI gpt-oss, DeepSeek-R1, Gemma 3 and other models.
🦜🔗 The platform for reliable agents.
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
LLM inference in C/C++
GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.
Subscribe to Updates
Get notified when new versions are released