fix: Fixed firebase telemetry , refactored telemetry implementation fixed failing tests by zarinn3pal · Pull Request #4530 · firebase/genkit

zarinn3pal · 2026-02-09T16:02:12Z

This Pr extends the AIM telemetry support by adding all firebase supported options. There were a few failing tests encountered which were fixed.

gemini-code-assist · 2026-02-09T16:02:44Z

Summary of Changes

Hello @zarinn3pal, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request significantly refactors and enhances the Firebase telemetry support within the Genkit framework. By extracting core GCP telemetry logic into a dedicated configuration manager and introducing modular components for constants, exporters, and specific metric/trace adjustments, the implementation becomes more robust, configurable, and aligned with Google Cloud Observability patterns. This change provides users with more granular control over how telemetry data is collected and exported, while also addressing and resolving previously failing tests to ensure the stability and correctness of the new features.

Highlights

Refactored Telemetry Implementation: The core GCP telemetry logic has been extracted from tracing.py into a new config.py module, centralizing the management of tracing, metrics, and logging setup. This enhances modularity and maintainability.
Expanded Firebase Telemetry Options: The add_firebase_telemetry function now supports a comprehensive set of configuration options, including project_id, credentials, sampler, log_input_and_output, force_dev_export, disable_metrics, disable_traces, and metric export intervals, providing greater control over telemetry behavior.
New Modular Telemetry Components: Several new files have been introduced within genkit-plugin-google-cloud/telemetry to house specific functionalities: constants.py for shared values, exporters.py for centralized error handling, metrics_exporter.py for GCP-compatible metric adjustments, and trace_exporter.py for robust trace export with retry logic and time adjustments.
Improved GCP Compatibility for Metrics and Traces: The new GenkitMetricExporter adjusts metric start times to prevent data overlap in Google Cloud Monitoring, and TimeAdjustedSpan ensures that all spans have a non-zero duration, meeting GCP Trace requirements.
Fixed Failing Tests and Updated Documentation: Existing tests related to telemetry initialization have been updated and fixed to align with the new modular structure. The Firebase plugin's README.md has been updated to reflect the new telemetry configuration instructions.

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Changelog

py/plugins/firebase/README.md
- Added detailed documentation for enabling and configuring Firebase telemetry, including new options like project_id, force_dev_export, log_input_and_output, disable_metrics, and disable_traces.
py/plugins/firebase/pyproject.toml
- Added genkit-plugin-google-cloud as a new dependency.
py/plugins/firebase/src/genkit/plugins/firebase/init.py
- Removed direct import of add_gcp_telemetry.
- Imported add_firebase_telemetry from the newly created telemetry.py module.
- Removed the old add_firebase_telemetry function definition, delegating its implementation to the new telemetry.py.
py/plugins/firebase/src/genkit/plugins/firebase/telemetry.py
- New file added, implementing the add_firebase_telemetry function.
- This function now utilizes the GcpTelemetry manager from genkit-plugin-google-cloud to configure Firebase-specific telemetry, including project ID resolution from environment variables.
py/plugins/firebase/src/genkit/plugins/firebase/tests/firebase_telemetry_test.py
- Updated tests to mock the GcpTelemetry class instead of the old add_gcp_telemetry function.
- Added new tests to verify that configuration options (e.g., project_id, log_input_and_output, force_dev_export, disable_metrics) are correctly passed to the GcpTelemetry manager.
py/plugins/firebase/tests/firebase_plugin_test.py
- Updated tests to mock the GcpTelemetry class for add_firebase_telemetry.
py/plugins/google-cloud/src/genkit/plugins/google_cloud/telemetry/config.py
- New file added, introducing the GcpTelemetry class.
- The GcpTelemetry class centralizes the configuration and initialization of tracing, metrics, and logging for GCP.
- Includes a resolve_project_id function for consistent project ID detection across various sources (parameters, environment variables, credentials).
- Manages the setup of structlog for trace correlation, GcpAdjustingTraceExporter for tracing, and GenkitMetricExporter for metrics.
py/plugins/google-cloud/src/genkit/plugins/google_cloud/telemetry/constants.py
- New file added, defining constants for metric export intervals, project ID environment variable priorities, trace retry configurations, and time adjustments for GCP span and metric requirements.
py/plugins/google-cloud/src/genkit/plugins/google_cloud/telemetry/exporters.py
- New file added, providing a reusable ErrorHandler class and handle_tracing_error, handle_metric_error functions.
- These functions ensure that detailed error messages for telemetry export failures (especially permission-related ones) are logged only once to prevent spam.
py/plugins/google-cloud/src/genkit/plugins/google_cloud/telemetry/metrics_exporter.py
- New file added, implementing GenkitMetricExporter.
- This exporter wraps the CloudMonitoringMetricsExporter to adjust metric start times by adding 1ms, preventing data overlap when GCP converts DELTA to CUMULATIVE aggregations.
py/plugins/google-cloud/src/genkit/plugins/google_cloud/telemetry/trace_exporter.py
- New file added, implementing GenkitGCPExporter which extends CloudTraceSpanExporter with robust retry logic for transient failures.
- Introduced TimeAdjustedSpan to ensure that all spans have an end_time greater than start_time, a requirement for Google Cloud Trace.
- Implemented GcpAdjustingTraceExporter which extends AdjustingTraceExporter to add GCP-specific telemetry recording (metrics and logs) for each span, including feature, path, generate, action, and engagement telemetry.
py/plugins/google-cloud/src/genkit/plugins/google_cloud/telemetry/tracing.py
- Refactored add_gcp_telemetry to delegate its responsibilities to the new GcpTelemetry manager.
- Removed all previously defined classes and helper functions that were moved to the new modular telemetry files (config.py, constants.py, exporters.py, metrics_exporter.py, trace_exporter.py).
py/plugins/google-cloud/tests/tracing_test.py
- Updated all test imports and mocks to point to the new modular telemetry components within genkit.plugins.google_cloud.telemetry.config.
- Added a new test case to ensure add_gcp_telemetry is fail-safe and handles initialization errors gracefully.
py/plugins/observability/src/genkit/plugins/observability/init.py
- Added a check within _inject_trace_context to ensure the event_dict is a dictionary or mapping before attempting to inject trace context, improving robustness.
py/samples/provider-xai-hello/pyproject.toml
- Added genkit-plugin-firebase as a dependency.
- Configured genkit-plugin-firebase as a workspace source.
py/samples/provider-xai-hello/src/main.py
- Switched from importing and calling add_gcp_telemetry to add_firebase_telemetry.
- Updated the telemetry configuration to use add_firebase_telemetry with force_dev_export=True and log_input_and_output=True.

Activity

The author zarinn3pal initiated a significant refactoring of the telemetry system, moving core logic into a new config.py and creating several new, specialized modules for constants, exporters, and metric/trace handling.
The add_firebase_telemetry function was updated to leverage this new modular structure, providing more comprehensive configuration options.
Extensive updates were made to existing test files to ensure compatibility and correctness with the refactored telemetry implementation.
Documentation for the Firebase plugin's telemetry features was updated to guide users on the new configuration options.
Dependency lists in pyproject.toml files were adjusted to reflect the new module structure and inter-plugin dependencies.

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Code Review

This pull request significantly refactors the telemetry implementation by centralizing the GCP telemetry configuration into a reusable GcpTelemetry class. This allows the Firebase plugin to easily extend its telemetry support with all available options. The changes are well-structured, moving logic into new, focused modules for better maintainability. I've identified a couple of areas for improvement: one regarding some redundant code in the new Firebase telemetry module, and another concerning a change in default behavior that could be a surprising breaking change for users. Overall, this is a solid refactoring that improves the telemetry architecture.

py/plugins/firebase/src/genkit/plugins/firebase/telemetry.py

py/plugins/google-cloud/src/genkit/plugins/google_cloud/telemetry/tracing.py

…fixed failing tests

…ixed failing tests (#4530)

#4722) ``` zsh❯ py/bin/releasekit plan --bumped --publishable 2026-02-17T22:16:17.010158Z [warning ] non_conventional_commit [releasekit.versioning] package=genkit sha=a15c4ec2 subject='elisa/fix/core framework improvements (#4649)' Level Package Current Next Bump Status Reason ─ ───── ────────────────────────── ─────── ───── ───── ──────── ────────────────────────────────────────────────────────────────────────────────────────────────────────────── 📦 0 genkit 0.5.0 0.6.0 minor included fix: Path fix for logging (#4642) 📦 1 genkit-plugin-anthropic 0.5.0 0.6.0 minor included fix(releasekit): replace literal null byte with git %x00 escape in changelog format (#4661) 📦 1 genkit-plugin-compat-oai 0.5.0 0.6.0 minor included fix(releasekit): replace literal null byte with git %x00 escape in changelog format (#4661) 📦 1 genkit-plugin-evaluators 0.5.0 0.6.0 minor included feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577) 📦 1 genkit-plugin-fastapi 0.5.0 0.6.0 minor included fix(py): address releasekit check warnings for metadata and grouping (#4595) 📦 1 genkit-plugin-google-cloud 0.5.0 0.6.0 minor included fix: Fixed firebase telemetry , refactored telemetry implementation fixed failing tests (#4530) 📦 1 genkit-plugin-google-genai 0.5.0 0.6.0 minor included fix(py): update google-genai evaluators and cleanup sample-test (#4648) 📦 1 genkit-plugin-ollama 0.5.0 0.6.0 minor included fix(releasekit): replace literal null byte with git %x00 escape in changelog format (#4661) 📦 1 genkit-plugin-xai 0.5.0 0.6.0 minor included fix(conform,anthropic): native executors, tool schema handling, and CLI consolidation (#4698) 📦 2 genkit-plugin-deepseek 0.5.0 0.6.0 minor included fix(releasekit): replace literal null byte with git %x00 escape in changelog format (#4661) 📦 2 genkit-plugin-flask 0.5.0 0.6.0 minor included feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577) 📦 2 genkit-plugin-vertex-ai 0.5.0 0.6.0 minor included fix(py/vertex-ai): async client creation with threaded credential refresh (#4608) Umbrella version: 0.6.0 Total: 12 packages (12 included) ```

# Release v0.6.0 This release includes **67** package(s). | Package | Version heading | |---------|----------------| | `conform` | 0.2.0 (2026-02-17) | | `dev-local-vectorstore-hello` | 0.2.0 (2026-02-17) | | `framework-context-demo` | 0.2.0 (2026-02-17) | | `framework-custom-evaluators` | 0.1.0 (2026-02-17) | | `framework-dynamic-tools-demo` | 0.2.0 (2026-02-17) | | `framework-evaluator-demo` | 0.1.0 (2026-02-17) | | `framework-format-demo` | 0.2.0 (2026-02-17) | | `framework-middleware-demo` | 0.2.0 (2026-02-17) | | `framework-prompt-demo` | 0.1.0 (2026-02-17) | | `framework-realtime-tracing-demo` | 0.2.0 (2026-02-17) | | `framework-restaurant-demo` | 0.2.0 (2026-02-17) | | `framework-tool-interrupts` | 0.2.0 (2026-02-17) | | `genkit` | 0.6.0 (2026-02-17) | | `genkit-plugin-amazon-bedrock` | 0.6.0 (2026-02-17) | | `genkit-plugin-anthropic` | 0.6.0 (2026-02-17) | | `genkit-plugin-checks` | 0.6.0 (2026-02-17) | | `genkit-plugin-cloudflare-workers-ai` | 0.6.0 (2026-02-17) | | `genkit-plugin-cohere` | 0.6.0 (2026-02-17) | | `genkit-plugin-compat-oai` | 0.6.0 (2026-02-17) | | `genkit-plugin-deepseek` | 0.6.0 (2026-02-17) | | `genkit-plugin-dev-local-vectorstore` | 0.6.0 (2026-02-17) | | `genkit-plugin-evaluators` | 0.6.0 (2026-02-17) | | `genkit-plugin-fastapi` | 0.6.0 (2026-02-17) | | `genkit-plugin-firebase` | 0.6.0 (2026-02-17) | | `genkit-plugin-flask` | 0.6.0 (2026-02-17) | | `genkit-plugin-google-cloud` | 0.6.0 (2026-02-17) | | `genkit-plugin-google-genai` | 0.6.0 (2026-02-17) | | `genkit-plugin-huggingface` | 0.6.0 (2026-02-17) | | `genkit-plugin-mcp` | 0.6.0 (2026-02-17) | | `genkit-plugin-microsoft-foundry` | 0.6.0 (2026-02-17) | | `genkit-plugin-mistral` | 0.6.0 (2026-02-17) | | `genkit-plugin-observability` | 0.6.0 (2026-02-17) | | `genkit-plugin-ollama` | 0.6.0 (2026-02-17) | | `genkit-plugin-vertex-ai` | 0.6.0 (2026-02-17) | | `genkit-plugin-xai` | 0.6.0 (2026-02-17) | | `genkit-tools-model-config-test` | 0.2.0 (2026-02-17) | | `genkit-tools-sample-flows` | 0.1.1 (2026-02-17) | | `provider-amazon-bedrock-hello` | 0.2.0 (2026-02-17) | | `provider-anthropic-hello` | 0.2.0 (2026-02-17) | | `provider-checks-hello` | 0.2.0 (2026-02-17) | | `provider-cloudflare-workers-ai-hello` | 0.2.0 (2026-02-17) | | `provider-cohere-hello` | 0.2.0 (2026-02-17) | | `provider-compat-oai-hello` | 0.2.0 (2026-02-17) | | `provider-deepseek-hello` | 0.2.0 (2026-02-17) | | `provider-firestore-retriever` | 0.2.0 (2026-02-17) | | `provider-google-genai-code-execution` | 0.2.0 (2026-02-17) | | `provider-google-genai-context-caching` | 0.2.0 (2026-02-17) | | `provider-google-genai-hello` | 0.2.0 (2026-02-17) | | `provider-google-genai-media-models-demo` | 0.2.0 (2026-02-17) | | `provider-google-genai-vertexai-hello` | 0.2.0 (2026-02-17) | | `provider-google-genai-vertexai-image` | 0.2.0 (2026-02-17) | | `provider-huggingface-hello` | 0.2.0 (2026-02-17) | | `provider-microsoft-foundry-hello` | 0.1.0 (2026-02-17) | | `provider-mistral-hello` | 0.2.0 (2026-02-17) | | `provider-observability-hello` | 0.2.0 (2026-02-17) | | `provider-ollama-hello` | 0.2.0 (2026-02-17) | | `provider-vertex-ai-model-garden` | 0.2.0 (2026-02-17) | | `provider-vertex-ai-rerank-eval` | 0.2.0 (2026-02-17) | | `provider-vertex-ai-vector-search-bigquery` | 0.2.0 (2026-02-17) | | `provider-vertex-ai-vector-search-firestore` | 0.2.0 (2026-02-17) | | `provider-xai-hello` | 0.2.0 (2026-02-17) | | `releasekit` | 0.2.0 (2026-02-17) | | `web-endpoints-hello` | 0.2.0 (2026-02-17) | | `web-fastapi-bugbot` | 0.2.0 (2026-02-17) | | `web-flask-hello` | 0.2.0 (2026-02-17) | | `web-multi-server` | 0.2.0 (2026-02-17) | | `web-short-n-long` | 0.2.0 (2026-02-17) | ## Changelogs <details><summary>genkit-tools-sample-flows</summary> ## 0.1.1 (2026-02-17) ### Bug Fixes - **py**: relocate tools of model-config test and sample-flow test (1043245, #4669) — @Elisa Shen </details> <details><summary>genkit-tools-model-config-test</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: genkit.ai (f2dde35, #4702) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: relocate tools of model-config test and sample-flow test (1043245, #4669) — @Elisa Shen </details> <details><summary>framework-custom-evaluators</summary> ## 0.1.0 (2026-02-17) ### Features - **releasekit**: supply-chain security, multi-ecosystem orchestration, and CI hardening (29d3ec1, #4682) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: add custom evaluator sample to match JS (3472939, #4670) — @Elisa Shen </details> <details><summary>genkit-plugin-fastapi</summary> ## 0.6.0 (2026-02-17) ### Features - **py**: Add fastAPI plugin and sample (417158d, #4543) — @huangjeff5 ### Bug Fixes - **py**: address releasekit check warnings for metadata and grouping (4f5a910, #4595) — @Yesudeep Mangalapilly - **ci**: enable releasekit check in bin/lint and PR workflow (f245d6b, #4590) — @Yesudeep Mangalapilly </details> <details><summary>provider-checks-hello</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/checks**: add Google Checks AI Safety plugin (a8bf3c1, #4504) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly </details> <details><summary>web-fastapi-bugbot</summary> ## 0.2.0 (2026-02-17) ### Features - **py**: Add fastAPI plugin and sample (417158d, #4543) — @huangjeff5 ### Bug Fixes - **py**: handle nullable JSON Schema types in Gemini plugin and clean up samples (4daef62, #4629) — @Yesudeep Mangalapilly - **py**: address releasekit check warnings for metadata and grouping (4f5a910, #4595) — @Yesudeep Mangalapilly - **ci**: enable releasekit check in bin/lint and PR workflow (f245d6b, #4590) — @Yesudeep Mangalapilly </details> <details><summary>provider-cohere-hello</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/plugins**: add Cohere provider plugin (e424dcd, #4518) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: add missing LICENSE file and license metadata to samples (4ddd8a3, #4571) — @Yesudeep Mangalapilly ### Refactoring - **py/plugins**: extract converters, add tests, community labeling (ebd0a2e, #4520) — @Yesudeep Mangalapilly </details> <details><summary>web-flask-hello</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>framework-format-demo</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>framework-context-demo</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>framework-middleware-demo</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>provider-firestore-retriever</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: migrate default embedding model to gemini-embedding-001 (051f75f, #4557) — @Elisa Shen ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly </details> <details><summary>framework-dynamic-tools-demo</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>provider-ollama-hello</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly </details> <details><summary>provider-google-genai-code-execution</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>provider-google-genai-context-caching</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>provider-vertex-ai-vector-search-bigquery</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: migrate default embedding model to gemini-embedding-001 (051f75f, #4557) — @Elisa Shen ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly </details> <details><summary>genkit-plugin-checks</summary> ## 0.6.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/checks**: add Google Checks AI Safety plugin (a8bf3c1, #4504) — @Yesudeep Mangalapilly ### Bug Fixes - **releasekit**: replace literal null byte with git %x00 escape in changelog format (4866724, #4661) — @Yesudeep Mangalapilly - issues reported by releasekit (fba9ed1, #4646) — @Yesudeep Mangalapilly - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly </details> <details><summary>provider-microsoft-foundry-hello</summary> ## 0.1.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly </details> <details><summary>provider-vertex-ai-vector-search-firestore</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: migrate default embedding model to gemini-embedding-001 (051f75f, #4557) — @Elisa Shen ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly </details> <details><summary>provider-vertex-ai-rerank-eval</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: handle nullable JSON Schema types in Gemini plugin and clean up samples (4daef62, #4629) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly </details> <details><summary>framework-realtime-tracing-demo</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: handle nullable JSON Schema types in Gemini plugin and clean up samples (4daef62, #4629) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly </details> <details><summary>genkit-plugin-evaluators</summary> ## 0.6.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: correct evaluator scoring bug (40bbdbc, #4573) — @Elisa Shen - **py/plugins**: fix wheel build duplicate files in PEP 420 namespace packages (0c396b6, #4441) — @Yesudeep Mangalapilly ### Refactoring - **py**: rename aws-bedrock plugin to amazon-bedrock (8acd6b0, #4448) — @Yesudeep Mangalapilly </details> <details><summary>genkit-plugin-mcp</summary> ## 0.6.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py/plugins**: move in-function import to top level in google-genai (7235768, #4461) — @Yesudeep Mangalapilly - **py/plugins**: fix wheel build duplicate files in PEP 420 namespace packages (0c396b6, #4441) — @Yesudeep Mangalapilly ### Refactoring - **py**: rename aws-bedrock plugin to amazon-bedrock (8acd6b0, #4448) — @Yesudeep Mangalapilly </details> <details><summary>web-short-n-long</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: fix broken flows in shot-n-long and combat-oai (9bdf5fd, #4610) — @Elisa Shen - **py**: migrate default embedding model to gemini-embedding-001 (051f75f, #4557) — @Elisa Shen ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly </details> <details><summary>provider-observability-hello</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: genkit.ai (f2dde35, #4702) — @Yesudeep Mangalapilly - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly </details> <details><summary>framework-prompt-demo</summary> ## 0.1.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: add custom evaluator sample to match JS (3472939, #4670) — @Elisa Shen ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>genkit-plugin-flask</summary> ## 0.6.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py/plugins/flask**: remove self-referencing cyclical dependency using releasekit (edaf88c, #4561) — @Yesudeep Mangalapilly - **py/plugins**: fix wheel build duplicate files in PEP 420 namespace packages (0c396b6, #4441) — @Yesudeep Mangalapilly ### Refactoring - **py**: rename aws-bedrock plugin to amazon-bedrock (8acd6b0, #4448) — @Yesudeep Mangalapilly </details> <details><summary>dev-local-vectorstore-hello</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: migrate default embedding model to gemini-embedding-001 (051f75f, #4557) — @Elisa Shen ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>framework-tool-interrupts</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>provider-deepseek-hello</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: add missing LICENSE file and license metadata to samples (4ddd8a3, #4571) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>provider-google-genai-hello</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>provider-cloudflare-workers-ai-hello</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: add missing LICENSE file and license metadata to samples (4ddd8a3, #4571) — @Yesudeep Mangalapilly - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly </details> <details><summary>provider-vertex-ai-model-garden</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>provider-google-genai-media-models-demo</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: add missing LICENSE file and license metadata to samples (4ddd8a3, #4571) — @Yesudeep Mangalapilly - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly </details> <details><summary>provider-compat-oai-hello</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: fix structlog config blowaway, DeepSeek reasoning, and double JSON encoding (ea0223b, #4625) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>provider-amazon-bedrock-hello</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/plugins**: add Cohere provider plugin (e424dcd, #4518) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: add missing LICENSE file and license metadata to samples (4ddd8a3, #4571) — @Yesudeep Mangalapilly - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly </details> <details><summary>provider-mistral-hello</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/plugins**: add Cohere provider plugin (e424dcd, #4518) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: add missing LICENSE file and license metadata to samples (4ddd8a3, #4571) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>web-multi-server</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: fix living log and test flows in sample-flow-test tool (a9b9132, #4545) — @Elisa Shen - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>framework-evaluator-demo</summary> ## 0.1.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: add missing LICENSE file and license metadata to samples (4ddd8a3, #4571) — @Yesudeep Mangalapilly - **py**: migrate default embedding model to gemini-embedding-001 (051f75f, #4557) — @Elisa Shen - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly </details> <details><summary>genkit-plugin-google-cloud</summary> ## 0.6.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - Fixed firebase telemetry , refactored telemetry implementation fixed failing tests (05c1b55, #4530) — @Niraj Nepal - **py**: fix structlog config blowaway, DeepSeek reasoning, and double JSON encoding (ea0223b, #4625) — @Yesudeep Mangalapilly - **py/plugins**: fix wheel build duplicate files in PEP 420 namespace packages (0c396b6, #4441) — @Yesudeep Mangalapilly ### Refactoring - **py**: rename aws-bedrock plugin to amazon-bedrock (8acd6b0, #4448) — @Yesudeep Mangalapilly </details> <details><summary>framework-restaurant-demo</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: fix living log and test flows in sample-flow-test tool (a9b9132, #4545) — @Elisa Shen - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>provider-anthropic-hello</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: add missing LICENSE file and license metadata to samples (4ddd8a3, #4571) — @Yesudeep Mangalapilly - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>provider-google-genai-vertexai-hello</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **py**: migrate default embedding model to gemini-embedding-001 (051f75f, #4557) — @Elisa Shen - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> <details><summary>provider-google-genai-vertexai-image</summary> ## 0.2.0 (2026-02-17) ### Features - **releasekit**: add Forge protocol extensions, transitive propagation, and multi-backend conformance (d6dbb44, #4577) — @Yesudeep Mangalapilly - **py/samples**: add web-endpoints-hello — REST + gRPC kitchen-sink sample (8614e5e, #4498) — @Yesudeep Mangalapilly ### Bug Fixes - **releasekit**: fix git push argument order, boost test coverage to 92%, fix lint errors (59d9dc3, #4667) — @Yesudeep Mangalapilly - **py**: resolve CI license check failures and lint diagnostics (e8519ef, #4524) — @Yesudeep Mangalapilly ### Refactoring - **py/samples**: standardize naming taxonomy, consolidate shared logic, and close feature coverage gaps (1996c7c, #4488) — @Yesudeep Mangalapilly ### Documentation - **py**: update readmes for all samples and plugins (e02ea9f, #4624) — @Yesudeep Mangalapilly </details> > **Note:** 22 changelog(s) omitted to stay within the PR body size limit. See individual CHANGELOG.md files for full details.  ```json { "git_sha": "3fc96674ec066181634177f90e9362858c5e6534", "umbrella_tag": "py/v0.6.0", "packages": [ { "name": "conform", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "fix(conform,anthropic): native executors, tool schema handling, and CLI consolidation (#4698)", "skipped": false, "tag": "/conform-v0.2.0" }, { "name": "dev-local-vectorstore-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/dev-local-vectorstore-hello-v0.2.0" }, { "name": "framework-context-demo", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/framework-context-demo-v0.2.0" }, { "name": "framework-custom-evaluators", "old_version": "0.0.1", "new_version": "0.1.0", "bump": "minor", "reason": "feat(releasekit): supply-chain security, multi-ecosystem orchestration, and CI hardening (#4682)", "skipped": false, "tag": "/framework-custom-evaluators-v0.1.0" }, { "name": "framework-dynamic-tools-demo", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/framework-dynamic-tools-demo-v0.2.0" }, { "name": "framework-evaluator-demo", "old_version": "0.0.1", "new_version": "0.1.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/framework-evaluator-demo-v0.1.0" }, { "name": "framework-format-demo", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/framework-format-demo-v0.2.0" }, { "name": "framework-middleware-demo", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/framework-middleware-demo-v0.2.0" }, { "name": "framework-prompt-demo", "old_version": "0.0.1", "new_version": "0.1.0", "bump": "minor", "reason": "fix(py): add custom evaluator sample to match JS (#4670)", "skipped": false, "tag": "/framework-prompt-demo-v0.1.0" }, { "name": "framework-realtime-tracing-demo", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "fix(py): handle nullable JSON Schema types in Gemini plugin and clean up samples (#4629)", "skipped": false, "tag": "/framework-realtime-tracing-demo-v0.2.0" }, { "name": "framework-restaurant-demo", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/framework-restaurant-demo-v0.2.0" }, { "name": "framework-tool-interrupts", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/framework-tool-interrupts-v0.2.0" }, { "name": "genkit", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix: Path fix for logging (#4642)", "skipped": false, "tag": "/genkit-v0.6.0" }, { "name": "genkit-plugin-amazon-bedrock", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(releasekit): replace literal null byte with git %x00 escape in changelog format (#4661)", "skipped": false, "tag": "/genkit-plugin-amazon-bedrock-v0.6.0" }, { "name": "genkit-plugin-anthropic", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(releasekit): replace literal null byte with git %x00 escape in changelog format (#4661)", "skipped": false, "tag": "/genkit-plugin-anthropic-v0.6.0" }, { "name": "genkit-plugin-checks", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(releasekit): replace literal null byte with git %x00 escape in changelog format (#4661)", "skipped": false, "tag": "/genkit-plugin-checks-v0.6.0" }, { "name": "genkit-plugin-cloudflare-workers-ai", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(releasekit): replace literal null byte with git %x00 escape in changelog format (#4661)", "skipped": false, "tag": "/genkit-plugin-cloudflare-workers-ai-v0.6.0" }, { "name": "genkit-plugin-cohere", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(releasekit): replace literal null byte with git %x00 escape in changelog format (#4661)", "skipped": false, "tag": "/genkit-plugin-cohere-v0.6.0" }, { "name": "genkit-plugin-compat-oai", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(releasekit): replace literal null byte with git %x00 escape in changelog format (#4661)", "skipped": false, "tag": "/genkit-plugin-compat-oai-v0.6.0" }, { "name": "genkit-plugin-deepseek", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(releasekit): replace literal null byte with git %x00 escape in changelog format (#4661)", "skipped": false, "tag": "/genkit-plugin-deepseek-v0.6.0" }, { "name": "genkit-plugin-dev-local-vectorstore", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix: issues reported by releasekit (#4646)", "skipped": false, "tag": "/genkit-plugin-dev-local-vectorstore-v0.6.0" }, { "name": "genkit-plugin-evaluators", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/genkit-plugin-evaluators-v0.6.0" }, { "name": "genkit-plugin-fastapi", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(py): address releasekit check warnings for metadata and grouping (#4595)", "skipped": false, "tag": "/genkit-plugin-fastapi-v0.6.0" }, { "name": "genkit-plugin-firebase", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "feat(releasekit): graph based licensing (#4705)", "skipped": false, "tag": "/genkit-plugin-firebase-v0.6.0" }, { "name": "genkit-plugin-flask", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/genkit-plugin-flask-v0.6.0" }, { "name": "genkit-plugin-google-cloud", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix: Fixed firebase telemetry , refactored telemetry implementation fixed failing tests (#4530)", "skipped": false, "tag": "/genkit-plugin-google-cloud-v0.6.0" }, { "name": "genkit-plugin-google-genai", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(py): update google-genai evaluators and cleanup sample-test (#4648)", "skipped": false, "tag": "/genkit-plugin-google-genai-v0.6.0" }, { "name": "genkit-plugin-huggingface", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(releasekit): replace literal null byte with git %x00 escape in changelog format (#4661)", "skipped": false, "tag": "/genkit-plugin-huggingface-v0.6.0" }, { "name": "genkit-plugin-mcp", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/genkit-plugin-mcp-v0.6.0" }, { "name": "genkit-plugin-microsoft-foundry", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(microsoft-foundry): conform tests and sanitize credentials to prevent Unicode encoding errors (#4689)", "skipped": false, "tag": "/genkit-plugin-microsoft-foundry-v0.6.0" }, { "name": "genkit-plugin-mistral", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(releasekit): replace literal null byte with git %x00 escape in changelog format (#4661)", "skipped": false, "tag": "/genkit-plugin-mistral-v0.6.0" }, { "name": "genkit-plugin-observability", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(releasekit): replace literal null byte with git %x00 escape in changelog format (#4661)", "skipped": false, "tag": "/genkit-plugin-observability-v0.6.0" }, { "name": "genkit-plugin-ollama", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(releasekit): replace literal null byte with git %x00 escape in changelog format (#4661)", "skipped": false, "tag": "/genkit-plugin-ollama-v0.6.0" }, { "name": "genkit-plugin-vertex-ai", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(py/vertex-ai): async client creation with threaded credential refresh (#4608)", "skipped": false, "tag": "/genkit-plugin-vertex-ai-v0.6.0" }, { "name": "genkit-plugin-xai", "old_version": "0.5.0", "new_version": "0.6.0", "bump": "minor", "reason": "fix(conform,anthropic): native executors, tool schema handling, and CLI consolidation (#4698)", "skipped": false, "tag": "/genkit-plugin-xai-v0.6.0" }, { "name": "genkit-tools-model-config-test", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): genkit.ai (#4702)", "skipped": false, "tag": "/genkit-tools-model-config-test-v0.2.0" }, { "name": "genkit-tools-sample-flows", "old_version": "0.1.0", "new_version": "0.1.1", "bump": "patch", "reason": "fix(py): relocate tools of model-config test and sample-flow test (#4669)", "skipped": false, "tag": "/genkit-tools-sample-flows-v0.1.1" }, { "name": "provider-amazon-bedrock-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-amazon-bedrock-hello-v0.2.0" }, { "name": "provider-anthropic-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-anthropic-hello-v0.2.0" }, { "name": "provider-checks-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-checks-hello-v0.2.0" }, { "name": "provider-cloudflare-workers-ai-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-cloudflare-workers-ai-hello-v0.2.0" }, { "name": "provider-cohere-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-cohere-hello-v0.2.0" }, { "name": "provider-compat-oai-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "fix(py): fix structlog config blowaway, DeepSeek reasoning, and double JSON encoding (#4625)", "skipped": false, "tag": "/provider-compat-oai-hello-v0.2.0" }, { "name": "provider-deepseek-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-deepseek-hello-v0.2.0" }, { "name": "provider-firestore-retriever", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-firestore-retriever-v0.2.0" }, { "name": "provider-google-genai-code-execution", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-google-genai-code-execution-v0.2.0" }, { "name": "provider-google-genai-context-caching", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-google-genai-context-caching-v0.2.0" }, { "name": "provider-google-genai-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-google-genai-hello-v0.2.0" }, { "name": "provider-google-genai-media-models-demo", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-google-genai-media-models-demo-v0.2.0" }, { "name": "provider-google-genai-vertexai-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-google-genai-vertexai-hello-v0.2.0" }, { "name": "provider-google-genai-vertexai-image", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "fix(releasekit): fix git push argument order, boost test coverage to 92%, fix lint errors (#4667)", "skipped": false, "tag": "/provider-google-genai-vertexai-image-v0.2.0" }, { "name": "provider-huggingface-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-huggingface-hello-v0.2.0" }, { "name": "provider-microsoft-foundry-hello", "old_version": "0.0.0", "new_version": "0.1.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-microsoft-foundry-hello-v0.1.0" }, { "name": "provider-mistral-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-mistral-hello-v0.2.0" }, { "name": "provider-observability-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): genkit.ai (#4702)", "skipped": false, "tag": "/provider-observability-hello-v0.2.0" }, { "name": "provider-ollama-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-ollama-hello-v0.2.0" }, { "name": "provider-vertex-ai-model-garden", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-vertex-ai-model-garden-v0.2.0" }, { "name": "provider-vertex-ai-rerank-eval", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "fix(py): handle nullable JSON Schema types in Gemini plugin and clean up samples (#4629)", "skipped": false, "tag": "/provider-vertex-ai-rerank-eval-v0.2.0" }, { "name": "provider-vertex-ai-vector-search-bigquery", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-vertex-ai-vector-search-bigquery-v0.2.0" }, { "name": "provider-vertex-ai-vector-search-firestore", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/provider-vertex-ai-vector-search-firestore-v0.2.0" }, { "name": "provider-xai-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add default branch detection, and packaging (#4650)", "skipped": false, "tag": "/provider-xai-hello-v0.2.0" }, { "name": "releasekit", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "fix(releasekit): skip git hooks in release commits and pushes (#4723)", "skipped": false, "tag": "/releasekit-v0.2.0" }, { "name": "web-endpoints-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): supply-chain security, multi-ecosystem orchestration, and CI hardening (#4682)", "skipped": false, "tag": "/web-endpoints-hello-v0.2.0" }, { "name": "web-fastapi-bugbot", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "fix(py): handle nullable JSON Schema types in Gemini plugin and clean up samples (#4629)", "skipped": false, "tag": "/web-fastapi-bugbot-v0.2.0" }, { "name": "web-flask-hello", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/web-flask-hello-v0.2.0" }, { "name": "web-multi-server", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "feat(releasekit): add Forge protocol extensions, transitive propagation, and multi-backend conformance (#4577)", "skipped": false, "tag": "/web-multi-server-v0.2.0" }, { "name": "web-short-n-long", "old_version": "0.1.0", "new_version": "0.2.0", "bump": "minor", "reason": "fix(py): fix broken flows in shot-n-long and combat-oai (#4610)", "skipped": false, "tag": "/web-short-n-long-v0.2.0" } ], "created_at": "2026-02-17T23:04:44.937419+00:00" } ```

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github-actions bot added docs Improvements or additions to documentation python Python config fix refactor labels Feb 9, 2026

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zarinn3pal requested review from huangjeff5 and yesudeep February 9, 2026 16:22

zarinn3pal force-pushed the fix/telemetry-refactor branch from 64436bd to e4f23ef Compare February 12, 2026 21:15

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fix: Path fix for logging #4642

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fix: Fixed firebase telemetry , refactored telemetry implementation, …

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fix: Fixed firebase telemetry , refactored telemetry implementation f…

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…ixed failing tests (#4530)

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chore(release): genkit python v0.6.0 #4725

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fix: Fixed firebase telemetry , refactored telemetry implementation fixed failing tests#4530

fix: Fixed firebase telemetry , refactored telemetry implementation fixed failing tests#4530
yesudeep merged 1 commit intofirebase:mainfrom
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