Genkit MCP

#+title: SDK Roadmap #+description: An org document that enlists the milestones and objectives of our SDK roadmap. * SDK Roadmap [0/0] ** Objectives [0/4] - [ ] The Python SDK needs to be at feature parity with the JavaScript SDK. - [ ] The Go SDK needs to be at feature parity with the JavaScript SDK. - [ ] The Python Dotprompt library needs to be at feature parity with the JavaScript Dotprompt implementation. - [ ] The Go Dotprompt library needs to be at feature parity with the JavaScript Dotprompt implementation. ** Specifications and Schemas [0/4] - [ ] dotprompt - [ ] helpers (based on yaml spec) - [ ] json - [ ] Go - [ ] Python - [ ] media - [ ] Go - [ ] Python - [ ] role - [ ] Go - [ ] Python - [ ] history - [ ] Create the spec yaml - [ ] Go - [ ] Python - [ ] section - [ ] Create the spec yaml - [ ] Go - [ ] Python - [ ] metadata.yaml - [ ] Go - [ ] Python - [ ] partials.yaml - [ ] Go - [ ] Python - [ ] picoschema.yaml - [ ] Go - [ ] Python - [ ] variables.yaml - [ ] Go - [ ] Python - [ ] genkit-schema converter - [ ] schema.py and tests - [ ] Candidate - [ ] CandidateError - [ ] DataPart - [ ] DocumentData - [ ] FinishReason - [ ] GenerateActionOptions - [ ] GenerateCommonConfig - [ ] GenerateRequest - [ ] GenerateResponse - [ ] GenerateResponseChunk - [ ] GenerationUsage - [ ] InstrmentationLibrary - [ ] Link - [ ] MediaPart - [ ] Message - [ ] ModelInfo - [ ] ModelRequest - [ ] ModelResponse - [ ] ModelResponseChunk - [ ] Part - [ ] Role - [ ] SpanContext - [ ] SpanData - [ ] SpanMetadata - [ ] SpanStatus - [ ] TextPart - [ ] TimeEvent - [ ] ToolDefinition - [ ] ToolRequest - [ ] ToolRequestPart - [ ] ToolResponse - [ ] ToolResponsePart - [ ] TraceData - [ ] reflection API [0/7] See: `reflectionApi.yaml` - [ ] GET /api/actions: Retrieves all runnable actions. - [ ] POST /api/runAction: Runs an action and returns the result. - [ ] GET /api/envs/{env}/traces: Retrieves all traces for a given environment (e.g. dev or prod) - [ ] GET /api/envs/{env}/traces/{traceId}: Retrieves traces for the given environment - [ ] GET /api/envs/{env}/flowStates: Retrieves all flow states for a given environment (e.g. dev or prod) - [ ] GET /api/envs/{env}/flowStates/{flowId}: Retrieves a flow state for the given ID - [ ] GET /api/__health: health check - [ ] generate API - [ ] ** Plugins [0/9] - [ ] Design [0/2] - [ ] Proposal with example API - [ ] Design review - [ ] Chroma [0/4] - [ ] Plugin - [ ] Documentation - [ ] Tests - [ ] Sample - [ ] Dotprompt [0/0] - [ ] Firebase [0/4] - [ ] Plugin - [ ] Documentation - [ ] Tests - [ ] Sample - [ ] GoogleAI [0/4] - [ ] Plugin - [ ] Documentation - [ ] Tests - [ ] Sample - [ ] Ollama [0/4] - [ ] Plugin - [ ] Documentation - [ ] Tests - [ ] Sample - [ ] OpenAI [0/4] - [ ] Plugin - [ ] Documentation - [ ] Tests - [ ] Sample - [ ] Pinecone [0/4] - [ ] Plugin - [ ] Documentation - [ ] Tests - [ ] Sample - [ ] VertexAI [0/4] - [ ] Plugin - [ ] Documentation - [ ] Tests - [ ] Sample ** Samples - [ ] Hello world - [ ] Basic Gemini - [ ] Context caching - [ ] Context caching2 - [ ] Custom evaluators - [ ] Docs Menu Basic - [ ] Docs Menu RAG - [ ] Flow sample 1 - [ ] Flow sample 2 - [ ] Prompt file - [ ] RAG - [ ] Vertex AI model garden - [ ] Vertex AI reranker - [ ] Vertex AI Vector Search ** Server implementations [/] - [ ] multiprocessing server cluster [0/2] - [ ] reflection server in dev mode - [ ] production flows server ** CI/CD/Dev workflow [2/6] - [-] Unit testing library - [ ] Go testify - [X] Python pytest - [X] Unit testing watcher - [X] pytest-watcher - [-] Coverage analysis - [X] pytest-cov - [ ] Go test coverage tool - [ ] Vulnerability analysis - [ ] Python - [ ] Go - [ ] License compatibility checks - [ ] Python - [ ] Go - [X] Automated license header check - [X] Python - [X] Go ** Git Hooks [0/1] - [-] Pre-commit and pre-push hooks - [-] Build Code - [-] go build - [X] Genkit - [ ] Dotprompt - [X] build python distribution - [X] Genkit - [X] Dotprompt - [X] Distribution - [X] Genkit - [X] Dotprompt - [-] Documentation - [-] godoc - [X] Genkit - [ ] Dotprompt - [X] engdoc using mkdocs - [X] Genkit - [X] Dotprompt - [ ] Python API doc using mkdocstrings - [ ] Genkit - [ ] Dotprompt - [-] Test - [-] go test - [X] Genkit - [ ] Dotprompt - [X] pytest with coverage threshold - [X] Genkit - [X] Dotprompt - [X] Format - [-] Lint - [-] Python - [-] mypy static type checks - [X] dotprompt - [ ] genkit ** Dependencies - [X] Handlebars - [X] handlebars-py (MIT License; feasibility test done) - [X] pybars3 (LGPL 3.0 License; cannot use) - [ ] JSON Schema - [ ] Go: - [ ] https://github.com/swaggest/jsonschema-go - [ ] https://github.com/xeipuuv/gojsonschema - [ ] https://github.com/santhosh-tekuri/jsonschema - [ ] https://github.com/qri-io/jsonschema - [ ] Picoschema - [ ] Go - [ ] https://github.com/jumonapp/picoschema ** Release management - [ ] Semantic Versioning and tagging - [ ] PyPi project for dotprompt https://pypi.org/project/dotprompt/ - [ ] Acquire from current owner - [ ] PyPi project for genkit https://pypi.org/project/genkit/ - [ ] Acquire from current owner ** Integration Tests [/] - [ ] Go - [ ] Python - [X] JS