├── .github ├── ISSUE_TEMPLATE │ └── bug-report.yaml ├── dependabot.yml.bak └── workflows │ ├── build-and-publish-dry-run.yml │ ├── lint-check.yml │ ├── release.yml │ ├── spell-check.yml │ ├── test.yml │ └── website.yml ├── .gitignore ├── .vscode ├── extensions.json ├── launch.json └── settings.json ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── articles ├── i-made-mcp-alternative-solution-for-openai-and-all-other-llms.md ├── new-backend-development-paradigm-in-the-new-ai-era.md └── typia-accomplished-agentic-ai-with-typescript-compiler-enhanced-function-calling.md ├── assets └── logo.pptx ├── benchmark └── vector-selector-benchmark │ ├── .env.example │ ├── .gitignore │ ├── eslint.config.mts │ ├── package.json │ ├── src │ ├── agentica │ │ ├── index.ts │ │ ├── pg-vector-selector.ts │ │ ├── plain.ts │ │ └── sqlite-vector-selector.ts │ ├── fs.ts │ ├── main.ts │ └── runShoppingBenchmark.ts │ └── tsconfig.json ├── bump.config.ts ├── deploy └── sync_readme.js ├── docs └── AgenticaFN.png ├── eslint.config.mts ├── package.json ├── packages ├── benchmark │ ├── LICENSE │ ├── eslint.config.mts │ ├── package.json │ ├── rollup.config.js │ ├── src │ │ ├── AgenticaCallBenchmark.ts │ │ ├── AgenticaSelectBenchmark.ts │ │ ├── MicroAgenticaCallBenchmark.ts │ │ ├── index.ts │ │ ├── internal │ │ │ ├── AgenticaBenchmarkPredicator.ts │ │ │ ├── AgenticaBenchmarkUtil.ts │ │ │ ├── AgenticaCallBenchmarkReporter.ts │ │ │ ├── AgenticaPromptReporter.ts │ │ │ └── AgenticaSelectBenchmarkReporter.ts │ │ ├── structures │ │ │ ├── IAgenticaBenchmarkExpected.ts │ │ │ ├── IAgenticaCallBenchmarkEvent.ts │ │ │ ├── IAgenticaCallBenchmarkResult.ts │ │ │ ├── IAgenticaCallBenchmarkScenario.ts │ │ │ ├── IAgenticaSelectBenchmarkEvent.ts │ │ │ ├── IAgenticaSelectBenchmarkResult.ts │ │ │ └── IAgenticaSelectBenchmarkScenario.ts │ │ └── utils │ │ │ └── MathUtil.ts │ ├── tsconfig.json │ └── typedoc.json ├── chat │ ├── .gitignore │ ├── LICENSE │ ├── bbs │ │ └── index.html │ ├── build │ │ └── deploy.mjs │ ├── eslint.config.mts │ ├── index.html │ ├── package.json │ ├── rollup.config.cjs │ ├── shopping │ │ └── index.html │ ├── src │ │ ├── AgenticaChatApplication.tsx │ │ ├── components │ │ │ └── MarkdownViewer.tsx │ │ ├── examples │ │ │ ├── bbs │ │ │ │ ├── BbsArticleService.ts │ │ │ │ ├── BbsChatApplication.tsx │ │ │ │ ├── IBbsArticle.ts │ │ │ │ ├── index.tsx │ │ │ │ └── script.md │ │ │ ├── common │ │ │ │ └── VendorConfigurationMovie.tsx │ │ │ ├── index.tsx │ │ │ ├── shopping │ │ │ │ ├── ShoppingChatApplication.tsx │ │ │ │ ├── index.tsx │ │ │ │ └── script.md │ │ │ └── uploader │ │ │ │ ├── AgenticaChatPlaygroundApplication.tsx │ │ │ │ ├── AgenticaChatUploaderMovie.tsx │ │ │ │ └── index.tsx │ │ ├── index.ts │ │ └── movies │ │ │ ├── AgenticaChatMovie.tsx │ │ │ ├── messages │ │ │ ├── AgenticaChatAssistantMessageMovie.tsx │ │ │ ├── AgenticaChatDescribeMessageMovie.tsx │ │ │ ├── AgenticaChatExecuteMessageMovie.tsx │ │ │ ├── AgenticaChatMessageMovie.tsx │ │ │ ├── AgenticaChatSelectMessageMovie.tsx │ │ │ ├── AgenticaChatSystemMessageMovie.tsx │ │ │ └── AgenticaChatUserMessageMovie.tsx │ │ │ └── sides │ │ │ ├── AgenticaChatFunctionStackSideMovie.tsx │ │ │ ├── AgenticaChatSideMovie.tsx │ │ │ └── AgenticaChatTokenUsageSideMovie.tsx │ ├── tsconfig.app.json │ ├── tsconfig.app.tsbuildinfo │ ├── tsconfig.json │ ├── tsconfig.lib.json │ ├── tsconfig.node.json │ ├── tsconfig.node.tsbuildinfo │ ├── uploader │ │ └── index.html │ ├── vite-env.d.ts │ └── vite.config.ts ├── cli │ ├── .gitignore │ ├── __mocks__ │ │ ├── fs.cjs │ │ └── fs │ │ │ └── promises.cjs │ ├── bin │ │ └── index.mjs │ ├── build.config.ts │ ├── eslint.config.mts │ ├── mocks │ │ └── server │ │ │ ├── handlers.ts │ │ │ └── index.ts │ ├── package.json │ ├── src │ │ ├── commands │ │ │ ├── index.ts │ │ │ ├── start.test.ts │ │ │ └── start.ts │ │ ├── connectors.test.ts │ │ ├── connectors.ts │ │ ├── fs.test.ts │ │ ├── fs.ts │ │ ├── index.test.ts │ │ ├── index.ts │ │ ├── packages.test.ts │ │ ├── packages.ts │ │ ├── utils.test.ts │ │ └── utils.ts │ ├── tsconfig.json │ ├── vitest.config.mts │ └── vitest.setup.ts ├── core │ ├── .gitignore │ ├── LICENSE │ ├── build │ │ ├── post.js │ │ └── prompt.js │ ├── eslint.config.mts │ ├── examples │ │ └── benchmarks │ │ │ ├── call │ │ │ ├── README.md │ │ │ └── order │ │ │ │ ├── 1.failure.md │ │ │ │ ├── 2.success.md │ │ │ │ ├── 3.failure.md │ │ │ │ ├── 4.success.md │ │ │ │ └── README.md │ │ │ └── select │ │ │ ├── README.md │ │ │ └── order │ │ │ ├── 1.success.md │ │ │ ├── 2.success.md │ │ │ ├── 3.success.md │ │ │ ├── 4.success.md │ │ │ └── README.md │ ├── package.json │ ├── prompts │ │ ├── cancel.md │ │ ├── common.md │ │ ├── describe.md │ │ ├── execute.md │ │ ├── initialize.md │ │ ├── json_parse_error.md │ │ ├── select.md │ │ ├── validate.md │ │ └── validate_repeated.md │ ├── rollup.config.js │ ├── src │ │ ├── Agentica.ts │ │ ├── MicroAgentica.ts │ │ ├── constants │ │ │ ├── AgenticaConstant.ts │ │ │ ├── AgenticaDefaultPrompt.ts │ │ │ └── index.ts │ │ ├── context │ │ │ ├── AgenticaContext.ts │ │ │ ├── AgenticaOperation.ts │ │ │ ├── AgenticaOperationCollection.ts │ │ │ ├── AgenticaOperationSelection.ts │ │ │ ├── AgenticaTokenUsage.ts │ │ │ ├── MicroAgenticaContext.ts │ │ │ ├── index.ts │ │ │ └── internal │ │ │ │ ├── AgenticaOperationComposer.spec.ts │ │ │ │ ├── AgenticaOperationComposer.ts │ │ │ │ ├── AgenticaTokenUsageAggregator.ts │ │ │ │ ├── __IChatCancelFunctionsApplication.ts │ │ │ │ ├── __IChatFunctionReference.ts │ │ │ │ ├── __IChatInitialApplication.ts │ │ │ │ ├── __IChatSelectFunctionsApplication.ts │ │ │ │ └── isAgenticaContext.ts │ │ ├── events │ │ │ ├── AgenticaAssistantMessageEvent.ts │ │ │ ├── AgenticaCallEvent.ts │ │ │ ├── AgenticaCancelEvent.ts │ │ │ ├── AgenticaDescribeEvent.ts │ │ │ ├── AgenticaEvent.ts │ │ │ ├── AgenticaEvent.type.ts │ │ │ ├── AgenticaEventBase.ts │ │ │ ├── AgenticaEventSource.ts │ │ │ ├── AgenticaExecuteEvent.ts │ │ │ ├── AgenticaInitializeEvent.ts │ │ │ ├── AgenticaJsonParseErrorEvent.ts │ │ │ ├── AgenticaRequestEvent.ts │ │ │ ├── AgenticaResponseEvent.ts │ │ │ ├── AgenticaSelectEvent.ts │ │ │ ├── AgenticaUserMessageEvent.ts │ │ │ ├── AgenticaValidateEvent.ts │ │ │ ├── MicroAgenticaEvent.ts │ │ │ └── index.ts │ │ ├── factory │ │ │ ├── events.ts │ │ │ ├── histories.ts │ │ │ ├── index.ts │ │ │ └── operations.ts │ │ ├── functional │ │ │ ├── assertHttpController.ts │ │ │ ├── assertHttpLlmApplication.ts │ │ │ ├── assertMcpController.ts │ │ │ ├── index.ts │ │ │ ├── validateHttpController.ts │ │ │ ├── validateHttpLlmApplication.ts │ │ │ └── validateMcpController.ts │ │ ├── histories │ │ │ ├── AgenticaAssistantMessageHistory.ts │ │ │ ├── AgenticaCancelHistory.ts │ │ │ ├── AgenticaDescribeHistory.ts │ │ │ ├── AgenticaExecuteHistory.ts │ │ │ ├── AgenticaHistory.ts │ │ │ ├── AgenticaHistoryBase.ts │ │ │ ├── AgenticaSelectHistory.ts │ │ │ ├── AgenticaSystemMessageHistory.ts │ │ │ ├── AgenticaUserMessageHistory.ts │ │ │ ├── MicroAgenticaHistory.ts │ │ │ ├── contents │ │ │ │ ├── AgenticaUserMessageAudioContent.ts │ │ │ │ ├── AgenticaUserMessageContent.ts │ │ │ │ ├── AgenticaUserMessageContentBase.ts │ │ │ │ ├── AgenticaUserMessageFileContent.ts │ │ │ │ ├── AgenticaUserMessageImageContent.ts │ │ │ │ ├── AgenticaUserMessageTextContent.ts │ │ │ │ └── index.ts │ │ │ └── index.ts │ │ ├── index.ts │ │ ├── json │ │ │ ├── IAgenticaEventJson.ts │ │ │ ├── IAgenticaEventJson.type.ts │ │ │ ├── IAgenticaHistoryJson.ts │ │ │ ├── IAgenticaHistoryJson.type.ts │ │ │ ├── IAgenticaOperationJson.ts │ │ │ ├── IAgenticaOperationSelectionJson.ts │ │ │ ├── IAgenticaTokenUsageJson.ts │ │ │ ├── IMicroAgenticaEventJson.ts │ │ │ ├── IMicroAgenticaHistoryJson.ts │ │ │ └── index.ts │ │ ├── orchestrate │ │ │ ├── call.ts │ │ │ ├── cancel.ts │ │ │ ├── describe.ts │ │ │ ├── execute.ts │ │ │ ├── index.ts │ │ │ ├── initialize.ts │ │ │ ├── internal │ │ │ │ ├── cancelFunctionFromContext.ts │ │ │ │ └── selectFunctionFromContext.ts │ │ │ └── select.ts │ │ ├── structures │ │ │ ├── IAgenticaConfig.ts │ │ │ ├── IAgenticaController.ts │ │ │ ├── IAgenticaExecutor.ts │ │ │ ├── IAgenticaProps.ts │ │ │ ├── IAgenticaSystemPrompt.ts │ │ │ ├── IAgenticaVendor.ts │ │ │ ├── IMicroAgenticaConfig.ts │ │ │ ├── IMicroAgenticaExecutor.ts │ │ │ ├── IMicroAgenticaProps.ts │ │ │ ├── IMicroAgenticaSystemPrompt.ts │ │ │ └── index.ts │ │ ├── transformers │ │ │ └── transformHistory.ts │ │ └── utils │ │ │ ├── AssistantMessageEmptyError.ts │ │ │ ├── AsyncQueue.spec.ts │ │ │ ├── AsyncQueue.ts │ │ │ ├── ByteArrayUtil.ts │ │ │ ├── ChatGptCompletionMessageUtil.spec.ts │ │ │ ├── ChatGptCompletionMessageUtil.ts │ │ │ ├── ChatGptCompletionStreamingUtil.spec.ts │ │ │ ├── ChatGptCompletionStreamingUtil.ts │ │ │ ├── ChatGptTokenUsageAggregator.spec.ts │ │ │ ├── ChatGptTokenUsageAggregator.ts │ │ │ ├── JsonUtil.spec.ts │ │ │ ├── JsonUtil.ts │ │ │ ├── MPSC.spec.ts │ │ │ ├── MPSC.ts │ │ │ ├── Singleton.spec.ts │ │ │ ├── Singleton.ts │ │ │ ├── StreamUtil.spec.ts │ │ │ ├── StreamUtil.ts │ │ │ ├── __map_take.spec.ts │ │ │ ├── __map_take.ts │ │ │ ├── __retry.spec.ts │ │ │ ├── __retry.ts │ │ │ ├── index.ts │ │ │ ├── request.ts │ │ │ └── types.ts │ ├── tsconfig.json │ ├── typedoc.json │ └── vitest.config.mts ├── create-agentica │ ├── index.js │ └── package.json ├── rpc │ ├── LICENSE │ ├── eslint.config.mts │ ├── package.json │ ├── rollup.config.js │ ├── src │ │ ├── AgenticaRpcListener.ts │ │ ├── AgenticaRpcService.ts │ │ ├── IAgenticaRpcListener.ts │ │ ├── IAgenticaRpcService.ts │ │ ├── IMicroAgenticaRpcListener.ts │ │ ├── MicroAgenticaRpcListener.ts │ │ ├── MicroAgenticaRpcService.ts │ │ ├── index.ts │ │ └── structures │ │ │ ├── IAgenticaAssistantMessageEventProgress.ts │ │ │ ├── IAgenticaAssistantMessageEventStart.ts │ │ │ ├── IAgenticaDescribeEventProgress.ts │ │ │ └── IAgenticaDescribeEventStart.ts │ ├── tsconfig.json │ └── typedoc.json └── vector-selector │ ├── eslint.config.mts │ ├── package.json │ ├── rollup.config.js │ ├── src │ ├── extract_query.ts │ ├── index.ts │ ├── select.ts │ ├── strategy │ │ ├── index.ts │ │ ├── postgres.strategy.ts │ │ └── sqlite.strategy.ts │ ├── tools.ts │ ├── utils.test.ts │ └── utils.ts │ ├── tsconfig.build.json │ ├── tsconfig.json │ └── vitest.config.mts ├── patches └── @bluwy__giget-core.patch ├── pnpm-lock.yaml ├── pnpm-workspace.yaml ├── test ├── .gitignore ├── eslint.config.mts ├── examples │ └── benchmarks │ │ ├── call │ │ ├── README.md │ │ └── order │ │ │ ├── 1.failure.md │ │ │ ├── 2.success.md │ │ │ ├── 3.failure.md │ │ │ ├── 4.success.md │ │ │ └── README.md │ │ └── select │ │ ├── README.md │ │ └── order │ │ ├── 1.success.md │ │ ├── 2.success.md │ │ ├── 3.success.md │ │ ├── 4.success.md │ │ └── README.md ├── package.json ├── src │ ├── TestGlobal.ts │ ├── cli │ │ ├── index.ts │ │ └── micro.ts │ ├── examples │ │ ├── internal │ │ │ └── IWrtnWebSearchApplication.ts │ │ ├── websearch.ts │ │ ├── websocket-client-hook.ts │ │ ├── websocket-client-main.ts │ │ └── websocket-node-separate.ts │ ├── features │ │ ├── bugs │ │ │ └── test_bug_openrouter_streaming.ts │ │ ├── rpc │ │ │ ├── test_rpc_micro_call.ts │ │ │ ├── test_rpc_websocket_call.ts │ │ │ └── test_rpc_websocket_initialize.ts │ │ ├── test_base_event.ts │ │ ├── test_base_mcp_work_describe.ts │ │ ├── test_base_streaming.ts │ │ ├── test_base_streaming_describe.ts │ │ ├── test_base_work.ts │ │ ├── test_base_work_describe.ts │ │ ├── test_benchmark_call.ts │ │ ├── test_benchmark_call_micro-agentica.ts │ │ ├── test_benchmark_call_pg_vector_selector.ts │ │ ├── test_benchmark_micro-agentica_call_pg_vector_selector.ts │ │ ├── test_benchmark_predicator.ts │ │ ├── test_benchmark_predicator_simple_allof.ts │ │ ├── test_benchmark_select.ts │ │ ├── test_benchmark_select_pg_vector_selector.ts │ │ ├── test_call_streaming_base.ts │ │ ├── test_json_parse_error_correction.ts │ │ ├── test_micro_agentica.ts │ │ ├── test_select_streaming_base.ts │ │ └── test_validate_correction.ts │ ├── index.ts │ ├── internal │ │ ├── BbsArticleService.ts │ │ └── IBbsArticle.ts │ └── utils │ │ └── ConsoleScanner.ts └── tsconfig.json ├── typos.toml └── website ├── .gitignore ├── app ├── [[...mdxPath]] │ └── page.jsx ├── _components │ ├── blog │ │ └── Markdown.tsx │ ├── common │ │ ├── badge.tsx │ │ ├── button.tsx │ │ ├── card-showcase.tsx │ │ ├── card.tsx │ │ ├── dropdown-menu.tsx │ │ ├── hover.tsx │ │ ├── navigation-menu.tsx │ │ ├── preview-card.tsx │ │ └── tabs.tsx │ ├── icons │ │ ├── ArrowRight.tsx │ │ ├── Feedback.tsx │ │ ├── Github.tsx │ │ ├── MCP.tsx │ │ ├── Swagger.tsx │ │ ├── TypescriptClass.tsx │ │ ├── WrtnlabsLogo.tsx │ │ └── grapic │ │ │ ├── Declarative.tsx │ │ │ ├── RobustIcon.tsx │ │ │ └── StructuredIcon.tsx │ ├── landing │ │ ├── ChatBubble.tsx │ │ ├── ChatExample.tsx │ │ ├── CoreValueCard.tsx │ │ ├── FuncCallCard.tsx │ │ ├── FuncCallCode.tsx │ │ ├── Markdown.tsx │ │ ├── PreviewSection.tsx │ │ ├── Section.tsx │ │ └── WelcomeSection.tsx │ └── layout │ │ ├── Footer.tsx │ │ └── Header.tsx ├── _constants │ └── landing.ts ├── _hooks │ ├── useAttributeObserver.ts │ └── useIntersectionObserver.ts ├── _lib │ ├── funcs │ │ └── blogs.ts │ └── utils │ │ ├── cn.ts │ │ └── index.ts ├── _pages │ └── Landing.tsx ├── globals.css └── layout.jsx ├── build ├── deploy.js ├── playground.js └── typedoc.js ├── components ├── RemoteSource.tsx └── YoutubeRenderer.tsx ├── content ├── _meta.ts ├── docs │ ├── _meta.ts │ ├── concepts │ │ ├── _meta.ts │ │ ├── compiler-driven-development.mdx │ │ ├── document-driven-development.mdx │ │ └── function-calling.mdx │ ├── core │ │ ├── _meta.ts │ │ ├── config.mdx │ │ ├── controller │ │ │ ├── _meta.ts │ │ │ ├── mcp.mdx │ │ │ ├── swagger.mdx │ │ │ └── typescript.mdx │ │ ├── event.mdx │ │ ├── history.mdx │ │ ├── index.mdx │ │ ├── micro.mdx │ │ └── vendor.mdx │ ├── index.mdx │ ├── plugins │ │ ├── _meta.ts │ │ ├── benchmark.mdx │ │ ├── openai-vector-store.mdx │ │ └── vector-selector.mdx │ ├── related │ │ ├── _meta.ts │ │ ├── autoview.mdx │ │ └── os.mdx │ ├── roadmap.mdx │ ├── setup │ │ ├── _meta.ts │ │ ├── cli.mdx │ │ ├── manual.mdx │ │ └── react-native.mdx │ └── websocket │ │ ├── _meta.ts │ │ ├── client.mdx │ │ ├── index.mdx │ │ ├── nestjs.mdx │ │ └── nodejs.mdx ├── index.mdx ├── snippets │ ├── AgenticaEventSnippet.mdx │ ├── AgenticaExampleActualSnippet.mdx │ ├── AgenticaExamplePseudoSnippet.mdx │ ├── AgenticaExampleVendorChatGptSnippet.mdx │ ├── AgenticaExampleVendorClaudeSnippet.mdx │ ├── AgenticaExampleVendorGeminiSnippet.mdx │ ├── AgenticaExampleVendorMistralSnippet.mdx │ ├── AgenticaHistorySnippet.mdx │ ├── AgenticaOperationSelectionSnippet.mdx │ ├── AgenticaOperationSnippet.mdx │ ├── AgenticaSnippet.mdx │ ├── BbsArticleControllerSnippet.mdx │ ├── BbsArticleServiceSnippet.mdx │ ├── ClassValidatorSnippet.mdx │ ├── DocumentationStrategyDtoDescriptionSnippet.mdx │ ├── DocumentationStrategyNamespaceSnippet.mdx │ ├── DocumentationStrategyPropertyDescriptionSnippet.mdx │ ├── IBbsArticleSnippet.mdx │ ├── KotlinSpringSnippet.mdx │ ├── LlmApplicationExampleSnippet.mdx │ ├── LlmApplicationJavaScriptSnippet.mdx │ ├── MicroAgenticaSnippet.mdx │ ├── OpenApiDiagramSnippet.mdx │ ├── PhpLaravelSnippet.mdx │ ├── PythonDjangoSnippet.mdx │ ├── PythonFastApiSnippet.mdx │ ├── ShoppingCustomerOrderPublishControllerSnippet.mdx │ └── ShoppingSaleControllerSnippet.mdx └── tutorial │ ├── _meta.ts │ ├── coding │ ├── _meta.ts │ ├── file-system.mdx │ ├── github.mdx │ ├── swagger.mdx │ └── vector-store.mdx │ ├── enterprise │ ├── _meta.ts │ └── shopping.mdx │ ├── index.mdx │ ├── productivity │ ├── _meta.ts │ ├── arxiv.mdx │ ├── crawler.mdx │ ├── gmail.mdx │ ├── google-calendar.mdx │ ├── google-docs.mdx │ ├── google-image.mdx │ ├── google-scholar.mdx │ ├── google-search.mdx │ ├── google-shopping.mdx │ ├── notion.mdx │ ├── reddit.mdx │ ├── slack.mdx │ └── youtube-search.mdx │ └── react-native │ ├── _meta.ts │ ├── battery.mdx │ ├── calendar.mdx │ └── sms.mdx ├── eslint.config.mjs ├── mdx-components.jsx ├── next-env.d.ts ├── next-sitemap.config.js ├── next.config.ts ├── package.json ├── postcss.config.mjs ├── public ├── .nojekyll ├── agent.svg ├── articles │ ├── AI-development-made-simple-for-web-developers.html │ ├── I-made-slack-agent-without-langchain.html │ ├── can-you-make-function-then-you-are-ai-developer.html │ ├── every-typescript-developer-is-ai-developer.html │ ├── everything-about-ai-function-calling-and-mcp-the-keyword-to-agentic-ai.html │ ├── function-calling-for-elementary-school-students.html │ ├── summary-of-llm-function-calling.html │ └── why-your-mcp-server-fails.html ├── favicon │ ├── android-chrome-192x192.png │ ├── android-chrome-512x512.png │ ├── apple-touch-icon.png │ ├── favicon-16x16.png │ ├── favicon-32x32.png │ ├── favicon.ico │ └── site.webmanifest ├── fonts │ ├── SuisseIntl-Bold.woff2 │ ├── SuisseIntl-Book.woff2 │ ├── SuisseIntl-Medium.woff2 │ ├── SuisseIntl-Regular.woff2 │ └── SuisseIntl-Semibold.woff2 ├── github.svg ├── images │ ├── agentica.png │ ├── badges │ │ ├── fund-raising-news-202503.svg │ │ └── open-source-mission.svg │ ├── docs │ │ ├── concepts │ │ │ └── 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