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Summary of ChangesHello @yesudeep, 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 marks the release of Genkit Python version 0.6.0, encompassing a broad set of updates across the entire ecosystem. The changes introduce significant new features, particularly in the Highlights
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Code Review
This pull request is an automated release for genkit python packages, bumping versions to v0.6.0 for most packages. The changes primarily involve updating pyproject.toml files with new version numbers and adding corresponding entries to CHANGELOG.md files. I've reviewed the changes and found a couple of minor inconsistencies in the generated changelogs. My feedback aims to improve the consistency and standardization of these files across the repository. Overall, the version bumps and release manifest look correct.
Release v0.6.0
This release includes 67 package(s).
conformdev-local-vectorstore-helloframework-context-demoframework-custom-evaluatorsframework-dynamic-tools-demoframework-evaluator-demoframework-format-demoframework-middleware-demoframework-prompt-demoframework-realtime-tracing-demoframework-restaurant-demoframework-tool-interruptsgenkitgenkit-plugin-amazon-bedrockgenkit-plugin-anthropicgenkit-plugin-checksgenkit-plugin-cloudflare-workers-aigenkit-plugin-coheregenkit-plugin-compat-oaigenkit-plugin-deepseekgenkit-plugin-dev-local-vectorstoregenkit-plugin-evaluatorsgenkit-plugin-fastapigenkit-plugin-firebasegenkit-plugin-flaskgenkit-plugin-google-cloudgenkit-plugin-google-genaigenkit-plugin-huggingfacegenkit-plugin-mcpgenkit-plugin-microsoft-foundrygenkit-plugin-mistralgenkit-plugin-observabilitygenkit-plugin-ollamagenkit-plugin-vertex-aigenkit-plugin-xaigenkit-tools-model-config-testgenkit-tools-sample-flowsprovider-amazon-bedrock-helloprovider-anthropic-helloprovider-checks-helloprovider-cloudflare-workers-ai-helloprovider-cohere-helloprovider-compat-oai-helloprovider-deepseek-helloprovider-firestore-retrieverprovider-google-genai-code-executionprovider-google-genai-context-cachingprovider-google-genai-helloprovider-google-genai-media-models-demoprovider-google-genai-vertexai-helloprovider-google-genai-vertexai-imageprovider-huggingface-helloprovider-microsoft-foundry-helloprovider-mistral-helloprovider-observability-helloprovider-ollama-helloprovider-vertex-ai-model-gardenprovider-vertex-ai-rerank-evalprovider-vertex-ai-vector-search-bigqueryprovider-vertex-ai-vector-search-firestoreprovider-xai-helloreleasekitweb-endpoints-helloweb-fastapi-bugbotweb-flask-helloweb-multi-serverweb-short-n-longChangelogs
genkit-tools-sample-flows
0.1.1 (2026-02-17)
Bug Fixes
genkit-tools-model-config-test
0.2.0 (2026-02-17)
Features
Bug Fixes
framework-custom-evaluators
0.1.0 (2026-02-17)
Features
Bug Fixes
genkit-plugin-fastapi
0.6.0 (2026-02-17)
Features
Bug Fixes
provider-checks-hello
0.2.0 (2026-02-17)
Features
Bug Fixes
web-fastapi-bugbot
0.2.0 (2026-02-17)
Features
Bug Fixes
provider-cohere-hello
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
web-flask-hello
0.2.0 (2026-02-17)
Features
Refactoring
Documentation
framework-format-demo
0.2.0 (2026-02-17)
Features
Refactoring
Documentation
framework-context-demo
0.2.0 (2026-02-17)
Features
Refactoring
Documentation
framework-middleware-demo
0.2.0 (2026-02-17)
Features
Refactoring
Documentation
provider-firestore-retriever
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
framework-dynamic-tools-demo
0.2.0 (2026-02-17)
Features
Refactoring
Documentation
provider-ollama-hello
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
provider-google-genai-code-execution
0.2.0 (2026-02-17)
Features
Refactoring
Documentation
provider-google-genai-context-caching
0.2.0 (2026-02-17)
Features
Refactoring
Documentation
provider-vertex-ai-vector-search-bigquery
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
genkit-plugin-checks
0.6.0 (2026-02-17)
Features
Bug Fixes
provider-microsoft-foundry-hello
0.1.0 (2026-02-17)
Features
Bug Fixes
Refactoring
provider-vertex-ai-vector-search-firestore
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
provider-vertex-ai-rerank-eval
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
framework-realtime-tracing-demo
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
genkit-plugin-evaluators
0.6.0 (2026-02-17)
Features
Bug Fixes
Refactoring
genkit-plugin-mcp
0.6.0 (2026-02-17)
Features
Bug Fixes
Refactoring
web-short-n-long
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
provider-observability-hello
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
framework-prompt-demo
0.1.0 (2026-02-17)
Features
Bug Fixes
Refactoring
Documentation
genkit-plugin-flask
0.6.0 (2026-02-17)
Features
Bug Fixes
Refactoring
dev-local-vectorstore-hello
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
Documentation
framework-tool-interrupts
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
Documentation
provider-deepseek-hello
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
Documentation
provider-google-genai-hello
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
Documentation
provider-cloudflare-workers-ai-hello
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
provider-vertex-ai-model-garden
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
Documentation
provider-google-genai-media-models-demo
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
provider-compat-oai-hello
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
Documentation
provider-amazon-bedrock-hello
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
provider-mistral-hello
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
Documentation
web-multi-server
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
Documentation
framework-evaluator-demo
0.1.0 (2026-02-17)
Features
Bug Fixes
Refactoring
genkit-plugin-google-cloud
0.6.0 (2026-02-17)
Features
Bug Fixes
Refactoring
framework-restaurant-demo
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
Documentation
provider-anthropic-hello
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
Documentation
provider-google-genai-vertexai-hello
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
Documentation
provider-google-genai-vertexai-image
0.2.0 (2026-02-17)
Features
Bug Fixes
Refactoring
Documentation
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"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)", 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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": 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