@samchon/openapi - npm Package Compare versions

Comparing version 2.0.0-dev.20241126 to 2.0.0-dev.20241127

lib/converters/GeminiConverter.d.ts

@@ -5,10 +5,10 @@ import { OpenApi } from "../OpenApi";
     const parameters: (props: {
+        config: IGeminiSchema.IConfig;
         components: OpenApi.IComponents;
         schema: OpenApi.IJsonSchema;
-        config: IGeminiSchema.IConfig;
     }) => IGeminiSchema.IParameters | null;
     const schema: (props: {
+        config: IGeminiSchema.IConfig;
         components: OpenApi.IComponents;
         schema: OpenApi.IJsonSchema;
-        config: IGeminiSchema.IConfig;
     }) => IGeminiSchema | null;
@@ -15,0 +15,0 @@ const separate: (props: {

lib/converters/HttpLlmConverter.d.ts

@@ -1,17 +0,16 @@
-import { OpenApi } from "../OpenApi";
 import { IHttpLlmApplication } from "../structures/IHttpLlmApplication";
 import { IHttpLlmFunction } from "../structures/IHttpLlmFunction";
 import { IHttpMigrateApplication } from "../structures/IHttpMigrateApplication";
-import { IHttpMigrateRoute } from "../structures/IHttpMigrateRoute";
+import { ILlmSchema } from "../structures/ILlmSchema";
 export declare namespace HttpLlmConverter {
-    const application: <Model extends IHttpLlmApplication.Model, Parameters extends IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model], Operation extends OpenApi.IOperation = OpenApi.IOperation<OpenApi.IJsonSchema>, Route extends IHttpMigrateRoute = IHttpMigrateRoute<OpenApi.IJsonSchema, Operation>>(props: {
+    const application: <Model extends ILlmSchema.Model>(props: {
         model: Model;
-        migrate: IHttpMigrateApplication<OpenApi.IJsonSchema, Operation>;
+        migrate: IHttpMigrateApplication;
         options: IHttpLlmApplication.IOptions<Model>;
-    }) => IHttpLlmApplication<Model, Parameters, Operation, Route>;
-    const separate: <Model extends IHttpLlmApplication.Model, Parameters extends IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model]>(props: {
+    }) => IHttpLlmApplication<Model>;
+    const separate: <Model extends ILlmSchema.Model>(props: {
         model: Model;
-        parameters: Parameters;
-        predicate: (schema: Parameters["properties"][string]) => boolean;
-    }) => IHttpLlmFunction.ISeparated<Parameters>;
+        parameters: ILlmSchema.ModelParameters[Model];
+        predicate: (schema: ILlmSchema.ModelSchema[Model]) => boolean;
+    }) => IHttpLlmFunction.ISeparated<ILlmSchema.ModelParameters[Model]>;
 }

lib/converters/HttpLlmConverter.js

@@ -65,5 +65,3 @@ "use strict";
                     path: route.path,
-                    messages: [
-                        "HEAD method is not supported in the LLM application.",
-                    ],
+                    messages: ["HEAD method is not supported in the LLM application."],
                     operation: function () { return route.operation(); },
@@ -103,5 +101,3 @@ route: function () { return route; },
         })
-            .filter(function (v) {
-            return v !== null;
-        });
+            .filter(function (v) { return v !== null; });
         return {
@@ -108,0 +104,0 @@ model: props.model,

lib/converters/LlmConverterV3.d.ts

@@ -5,10 +5,10 @@ import { OpenApi } from "../OpenApi";
     const parameters: (props: {
+        config: ILlmSchemaV3.IConfig;
         components: OpenApi.IComponents;
         schema: OpenApi.IJsonSchema.IObject;
-        config: ILlmSchemaV3.IConfig;
     }) => ILlmSchemaV3.IParameters | null;
     const schema: (props: {
+        config: ILlmSchemaV3.IConfig;
         components: OpenApi.IComponents;
         schema: OpenApi.IJsonSchema;
-        config: Omit<ILlmSchemaV3.IConfig, "separate">;
     }) => ILlmSchemaV3 | null;
@@ -15,0 +15,0 @@ const separate: (props: {

lib/converters/LlmSchemaConverter.d.ts

@@ -6,75 +6,75 @@ import { OpenApi } from "../OpenApi";
 import { ILlamaSchema } from "../structures/ILlamaSchema";
-import { ILlmApplication } from "../structures/ILlmApplication";
+import { ILlmSchema } from "../structures/ILlmSchema";
 import { ILlmSchemaV3 } from "../structures/ILlmSchemaV3";
 import { ILlmSchemaV3_1 } from "../structures/ILlmSchemaV3_1";
 export declare namespace LlmSchemaConverter {
-    const parameters: <Model extends ILlmApplication.Model>(model: Model) => {
+    const parameters: <Model extends ILlmSchema.Model>(model: Model) => {
         chatgpt: (props: {
+            config: IChatGptSchema.IConfig;
             components: OpenApi.IComponents;
             schema: OpenApi.IJsonSchema.IObject;
-            config: IChatGptSchema.IConfig;
         }) => IChatGptSchema.IParameters | null;
         claude: (props: {
+            config: IClaudeSchema.IConfig;
             components: OpenApi.IComponents;
             schema: OpenApi.IJsonSchema.IObject;
-            config: IClaudeSchema.IConfig;
         }) => IClaudeSchema.IParameters | null;
         gemini: (props: {
+            config: IGeminiSchema.IConfig;
             components: OpenApi.IComponents;
             schema: OpenApi.IJsonSchema.IObject;
-            config: IGeminiSchema.IConfig;
         }) => IGeminiSchema.IObject | null;
         llama: (props: {
+            config: ILlamaSchema.IConfig;
             components: OpenApi.IComponents;
             schema: OpenApi.IJsonSchema.IObject;
-            config: ILlamaSchema.IConfig;
         }) => IClaudeSchema.IParameters | null;
         "3.0": (props: {
+            config: ILlmSchemaV3.IConfig;
             components: OpenApi.IComponents;
             schema: OpenApi.IJsonSchema.IObject;
-            config: ILlmSchemaV3.IConfig;
-        }) => ILlmSchemaV3.IParameters | null;
+        }) => ILlmSchemaV3.IObject | null;
         "3.1": (props: {
+            config: ILlmSchemaV3_1.IConfig;
             components: OpenApi.IComponents;
             schema: OpenApi.IJsonSchema.IObject;
-            config: ILlmSchemaV3_1.IConfig;
         }) => IClaudeSchema.IParameters | null;
     }[Model];
-    const schema: <Model extends ILlmApplication.Model>(model: Model) => {
+    const schema: <Model extends ILlmSchema.Model>(model: Model) => {
         chatgpt: (props: {
+            config: IChatGptSchema.IConfig;
             components: OpenApi.IComponents;
             schema: OpenApi.IJsonSchema;
             $defs: Record<string, IChatGptSchema>;
-            config: IChatGptSchema.IConfig;
         }) => IChatGptSchema | null;
         claude: (props: {
+            config: IClaudeSchema.IConfig;
             components: OpenApi.IComponents;
             schema: OpenApi.IJsonSchema;
             $defs: Record<string, IClaudeSchema>;
-            config: IClaudeSchema.IConfig;
         }) => IClaudeSchema | null;
         gemini: (props: {
+            config: IGeminiSchema.IConfig;
             components: OpenApi.IComponents;
             schema: OpenApi.IJsonSchema;
-            config: IGeminiSchema.IConfig;
         }) => IGeminiSchema | null;
         llama: (props: {
+            config: ILlamaSchema.IConfig;
             components: OpenApi.IComponents;
             schema: OpenApi.IJsonSchema;
             $defs: Record<string, ILlamaSchema>;
-            config: ILlamaSchema.IConfig;
         }) => ILlamaSchema | null;
         "3.0": (props: {
+            config: ILlmSchemaV3.IConfig;
             components: OpenApi.IComponents;
             schema: OpenApi.IJsonSchema;
-            config: ILlmSchemaV3.IConfig;
         }) => ILlmSchemaV3 | null;
         "3.1": (props: {
+            config: ILlmSchemaV3_1.IConfig;
             components: OpenApi.IComponents;
             schema: OpenApi.IJsonSchema;
             $defs: Record<string, ILlmSchemaV3_1>;
-            config: ILlmSchemaV3_1.IConfig;
         }) => ILlmSchemaV3_1 | null;
     }[Model];
-    const defaultConfig: <Model extends ILlmApplication.Model>(model: Model) => {
+    const defaultConfig: <Model extends ILlmSchema.Model>(model: Model) => {
         chatgpt: {
@@ -81,0 +81,0 @@ reference: false;

lib/converters/LlmSchemaConverter.js

@@ -12,7 +12,11 @@ "use strict";
 (function (LlmSchemaConverter) {
-    LlmSchemaConverter.parameters = function (model) { return PARAMETERS_CASTERS[model]; };
+    LlmSchemaConverter.parameters = function (model) {
+        return PARAMETERS_CASTERS[model];
+    };
     LlmSchemaConverter.schema = function (model) {
         return SCHEMA_CASTERS[model];
     };
-    LlmSchemaConverter.defaultConfig = function (model) { return DEFAULT_CONFIGS[model]; };
+    LlmSchemaConverter.defaultConfig = function (model) {
+        return DEFAULT_CONFIGS[model];
+    };
 })(LlmSchemaConverter || (exports.LlmSchemaConverter = LlmSchemaConverter = {}));
@@ -19,0 +23,0 @@ var PARAMETERS_CASTERS = {

lib/converters/MigrateConverter.d.ts

 import { OpenApi } from "../OpenApi";
 import { IHttpMigrateApplication } from "../structures/IHttpMigrateApplication";
 export declare namespace MigrateConverter {
-    const convert: <Schema extends OpenApi.IJsonSchema, Operation extends OpenApi.IOperation<Schema>>(document: OpenApi.IDocument<Schema, Operation>) => IHttpMigrateApplication<Schema, Operation>;
+    const convert: (document: OpenApi.IDocument) => IHttpMigrateApplication;
 }

lib/converters/MigrateRouteAccessor.d.ts

@@ -1,5 +0,4 @@
-import { OpenApi } from "../OpenApi";
 import { IHttpMigrateRoute } from "../structures/IHttpMigrateRoute";
 export declare namespace MigrateRouteAccessor {
-    const overwrite: <Schema extends OpenApi.IJsonSchema, Operation extends OpenApi.IOperation<Schema>>(routes: IHttpMigrateRoute<Schema, Operation>[]) => void;
+    const overwrite: (routes: IHttpMigrateRoute[]) => void;
 }

lib/converters/MigrateRouteConverter.js

@@ -253,4 +253,4 @@ "use strict";
             query: query || null,
-            body: body,
-            success: success,
+            body: body || null,
+            success: success || null,
             exceptions: Object.fromEntries(Object.entries((_l = props.operation.responses) !== null && _l !== void 0 ? _l : {})
@@ -267,5 +267,8 @@ .filter(function (_a) {
                     {
-                        schema: (_d = (_c = (_b = response.content) === null || _b === void 0 ? void 0 : _b["application/json"]) === null || _c === void 0 ? void 0 : _c.schema) !== null && _d !== void 0 ? _d : {},
+                        schema: ((_d = (_c = (_b = response.content) === null || _b === void 0 ? void 0 : _b["application/json"]) === null || _c === void 0 ? void 0 : _c.schema) !== null && _d !== void 0 ? _d : {}),
                         response: function () { return response; },
-                        media: function () { var _a, _b; return (_b = (_a = response.content) === null || _a === void 0 ? void 0 : _a["application/json"]) !== null && _b !== void 0 ? _b : {}; },
+                        media: function () {
+                            var _a, _b;
+                            return ((_b = (_a = response.content) === null || _a === void 0 ? void 0 : _a["application/json"]) !== null && _b !== void 0 ? _b : {});
+                        },
                     },
@@ -460,3 +463,5 @@ ];
         props.document.components.schemas[props.name] = props.schema;
-        return { $ref: "#/components/schemas/".concat(props.name) };
+        return {
+            $ref: "#/components/schemas/".concat(props.name),
+        };
     };
@@ -463,0 +468,0 @@ var isNotObjectLiteral = function (schema) {

lib/http/HttpLlmFunctionFetcher.d.ts

 import type { HttpLlm } from "../HttpLlm";
-import { OpenApi } from "../OpenApi";
-import { IHttpLlmApplication } from "../structures/IHttpLlmApplication";
-import { IHttpMigrateRoute } from "../structures/IHttpMigrateRoute";
 import { IHttpResponse } from "../structures/IHttpResponse";
+import { ILlmSchema } from "../structures/ILlmSchema";
 export declare namespace HttpLlmFunctionFetcher {
-    const execute: <Model extends IHttpLlmApplication.Model, Parameters extends IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model], Operation extends OpenApi.IOperation = OpenApi.IOperation<OpenApi.IJsonSchema>, Route extends IHttpMigrateRoute = IHttpMigrateRoute<OpenApi.IJsonSchema, Operation>>(props: HttpLlm.IFetchProps<Model, Parameters, Operation, Route>) => Promise<unknown>;
-    const propagate: <Model extends IHttpLlmApplication.Model, Parameters extends IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model], Operation extends OpenApi.IOperation = OpenApi.IOperation<OpenApi.IJsonSchema>, Route extends IHttpMigrateRoute = IHttpMigrateRoute<OpenApi.IJsonSchema, Operation>>(props: HttpLlm.IFetchProps<Model, Parameters, Operation, Route>) => Promise<IHttpResponse>;
+    const execute: <Model extends ILlmSchema.Model>(props: HttpLlm.IFetchProps<Model>) => Promise<unknown>;
+    const propagate: <Model extends ILlmSchema.Model>(props: HttpLlm.IFetchProps<Model>) => Promise<IHttpResponse>;
 }

lib/http/HttpLlmFunctionFetcher.js

 "use strict";
-var __awaiter = (this && this.__awaiter) || function (thisArg, _arguments, P, generator) {
-    function adopt(value) { return value instanceof P ? value : new P(function (resolve) { resolve(value); }); }
-    return new (P || (P = Promise))(function (resolve, reject) {
-        function fulfilled(value) { try { step(generator.next(value)); } catch (e) { reject(e); } }
-        function rejected(value) { try { step(generator["throw"](value)); } catch (e) { reject(e); } }
-        function step(result) { result.done ? resolve(result.value) : adopt(result.value).then(fulfilled, rejected); }
-        step((generator = generator.apply(thisArg, _arguments || [])).next());
-    });
-};
-var __generator = (this && this.__generator) || function (thisArg, body) {
-    var _ = { label: 0, sent: function() { if (t[0] & 1) throw t[1]; return t[1]; }, trys: [], ops: [] }, f, y, t, g = Object.create((typeof Iterator === "function" ? Iterator : Object).prototype);
-    return g.next = verb(0), g["throw"] = verb(1), g["return"] = verb(2), typeof Symbol === "function" && (g[Symbol.iterator] = function() { return this; }), g;
-    function verb(n) { return function (v) { return step([n, v]); }; }
-    function step(op) {
-        if (f) throw new TypeError("Generator is already executing.");
-        while (g && (g = 0, op[0] && (_ = 0)), _) try {
-            if (f = 1, y && (t = op[0] & 2 ? y["return"] : op[0] ? y["throw"] || ((t = y["return"]) && t.call(y), 0) : y.next) && !(t = t.call(y, op[1])).done) return t;
-            if (y = 0, t) op = [op[0] & 2, t.value];
-            switch (op[0]) {
-                case 0: case 1: t = op; break;
-                case 4: _.label++; return { value: op[1], done: false };
-                case 5: _.label++; y = op[1]; op = [0]; continue;
-                case 7: op = _.ops.pop(); _.trys.pop(); continue;
-                default:
-                    if (!(t = _.trys, t = t.length > 0 && t[t.length - 1]) && (op[0] === 6 || op[0] === 2)) { _ = 0; continue; }
-                    if (op[0] === 3 && (!t || (op[1] > t[0] && op[1] < t[3]))) { _.label = op[1]; break; }
-                    if (op[0] === 6 && _.label < t[1]) { _.label = t[1]; t = op; break; }
-                    if (t && _.label < t[2]) { _.label = t[2]; _.ops.push(op); break; }
-                    if (t[2]) _.ops.pop();
-                    _.trys.pop(); continue;
-            }
-            op = body.call(thisArg, _);
-        } catch (e) { op = [6, e]; y = 0; } finally { f = t = 0; }
-        if (op[0] & 5) throw op[1]; return { value: op[0] ? op[1] : void 0, done: true };
-    }
-};
 Object.defineProperty(exports, "__esModule", { value: true });
@@ -43,9 +7,8 @@ exports.HttpLlmFunctionFetcher = void 0;
 (function (HttpLlmFunctionFetcher) {
-    var _this = this;
-    HttpLlmFunctionFetcher.execute = function (props) { return __awaiter(_this, void 0, void 0, function () { return __generator(this, function (_a) {
-        return [2 /*return*/, HttpMigrateRouteFetcher_1.HttpMigrateRouteFetcher.execute(getFetchArguments("execute", props))];
-    }); }); };
-    HttpLlmFunctionFetcher.propagate = function (props) { return __awaiter(_this, void 0, void 0, function () { return __generator(this, function (_a) {
-        return [2 /*return*/, HttpMigrateRouteFetcher_1.HttpMigrateRouteFetcher.propagate(getFetchArguments("propagate", props))];
-    }); }); };
+    HttpLlmFunctionFetcher.execute = function (props) {
+        return HttpMigrateRouteFetcher_1.HttpMigrateRouteFetcher.execute(getFetchArguments("execute", props));
+    };
+    HttpLlmFunctionFetcher.propagate = function (props) {
+        return HttpMigrateRouteFetcher_1.HttpMigrateRouteFetcher.propagate(getFetchArguments("propagate", props));
+    };
     var getFetchArguments = function (from, props) {
@@ -52,0 +15,0 @@ var route = props.function.route();

lib/HttpLlm.d.ts

 import { OpenApi } from "./OpenApi";
-import { IChatGptSchema } from "./structures/IChatGptSchema";
-import { IGeminiSchema } from "./structures/IGeminiSchema";
 import { IHttpConnection } from "./structures/IHttpConnection";
 import { IHttpLlmApplication } from "./structures/IHttpLlmApplication";
 import { IHttpLlmFunction } from "./structures/IHttpLlmFunction";
-import { IHttpMigrateApplication } from "./structures/IHttpMigrateApplication";
-import { IHttpMigrateRoute } from "./structures/IHttpMigrateRoute";
 import { IHttpResponse } from "./structures/IHttpResponse";
 import { ILlmFunction } from "./structures/ILlmFunction";
-import { ILlmSchemaV3 } from "./structures/ILlmSchemaV3";
-import { ILlmSchemaV3_1 } from "./structures/ILlmSchemaV3_1";
+import { ILlmSchema } from "./structures/ILlmSchema";
 /**
@@ -37,2 +32,12 @@ * LLM function calling application composer from OpenAPI document.
     /**
+     * Properties for the LLM function calling application composer.
+     *
+     * @template Model Target LLM model
+     */
+    interface IApplicationProps<Model extends ILlmSchema.Model> {
+        model: Model;
+        document: OpenApi.IDocument;
+        options?: Partial<IHttpLlmApplication.IOptions<Model>>;
+    }
+    /**
      * Convert OpenAPI document to LLM function calling application.
@@ -62,19 +67,15 @@ *
      */
-    const application: <Model extends IHttpLlmApplication.Model, Parameters extends IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model], Operation extends OpenApi.IOperation = OpenApi.IOperation<OpenApi.IJsonSchema>>(props: {
-        model: Model;
-        document: OpenApi.IDocument<OpenApi.IJsonSchema, Operation> | IHttpMigrateApplication<OpenApi.IJsonSchema, Operation>;
-        options?: Partial<IHttpLlmApplication.IOptions<Model, IHttpLlmApplication.ModelSchema[Model]>>;
-    }) => IHttpLlmApplication<Model, Parameters>;
+    const application: <Model extends ILlmSchema.Model>(props: IApplicationProps<Model>) => IHttpLlmApplication<Model>;
     /**
      * Properties for the LLM function call.
      */
-    interface IFetchProps<Model extends IHttpLlmApplication.Model, Parameters extends IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model], Operation extends OpenApi.IOperation = OpenApi.IOperation, Route extends IHttpMigrateRoute = IHttpMigrateRoute<OpenApi.IJsonSchema, Operation>> {
+    interface IFetchProps<Model extends ILlmSchema.Model> {
         /**
          * Application of the LLM function calling.
          */
-        application: IHttpLlmApplication<Model, Parameters, Operation>;
+        application: IHttpLlmApplication<Model>;
         /**
          * LLM function schema to call.
          */
-        function: IHttpLlmFunction<Parameters, Operation, Route>;
+        function: IHttpLlmFunction<ILlmSchema.Model>;
         /**
@@ -114,3 +115,3 @@ * Connection info to the HTTP server.
      */
-    const execute: <Model extends IHttpLlmApplication.Model, Parameters extends IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model], Operation extends OpenApi.IOperation = OpenApi.IOperation<OpenApi.IJsonSchema>>(props: IFetchProps<Model, Parameters, Operation>) => Promise<unknown>;
+    const execute: <Model extends ILlmSchema.Model>(props: IFetchProps<Model>) => Promise<unknown>;
     /**
@@ -140,11 +141,11 @@ * Propagate the LLM function call.
      */
-    const propagate: <Model extends IHttpLlmApplication.Model, Parameters extends IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model], Operation extends OpenApi.IOperation = OpenApi.IOperation<OpenApi.IJsonSchema>>(props: IFetchProps<Model, Parameters, Operation>) => Promise<IHttpResponse>;
+    const propagate: <Model extends ILlmSchema.Model>(props: IFetchProps<Model>) => Promise<IHttpResponse>;
     /**
      * Properties for the parameters' merging.
      */
-    interface IMergeProps<Parameters extends ILlmSchemaV3.IParameters | ILlmSchemaV3_1.IParameters | IChatGptSchema.IParameters | IGeminiSchema.IParameters> {
+    interface IMergeProps {
         /**
          * Metadata of the target function.
          */
-        function: ILlmFunction<Parameters>;
+        function: ILlmFunction<any>;
         /**
@@ -174,3 +175,3 @@ * Arguments composed by the LLM.
      */
-    const mergeParameters: <Parameters extends ILlmSchemaV3.IParameters | ILlmSchemaV3_1.IParameters | IChatGptSchema.IParameters | IGeminiSchema.IParameters>(props: IMergeProps<Parameters>) => object;
+    const mergeParameters: (props: IMergeProps) => object;
     /**
@@ -177,0 +178,0 @@ * Merge two values.

lib/HttpLlm.js

@@ -44,5 +44,2 @@ "use strict";
 (function (HttpLlm) {
-    /* -----------------------------------------------------------
-      COMPOSERS
-    ----------------------------------------------------------- */
     /**
@@ -76,5 +73,3 @@ * Convert OpenAPI document to LLM function calling application.
         // MIGRATE
-        var migrate = props.document["x-samchon-emended"] === true
-            ? HttpMigration_1.HttpMigration.application(props.document)
-            : props.document;
+        var migrate = HttpMigration_1.HttpMigration.application(props.document);
         return HttpLlmConverter_1.HttpLlmConverter.application({
@@ -152,3 +147,5 @@ migrate: migrate,
      */
-    HttpLlm.mergeParameters = function (props) { return LlmDataMerger_1.LlmDataMerger.parameters(props); };
+    HttpLlm.mergeParameters = function (props) {
+        return LlmDataMerger_1.LlmDataMerger.parameters(props);
+    };
     /**
@@ -155,0 +152,0 @@ * Merge two values.

lib/HttpMigration.d.ts

@@ -69,3 +69,3 @@ import { OpenApi } from "./OpenApi";
      */
-    const application: <Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema, Operation extends OpenApi.IOperation<Schema> = OpenApi.IOperation<Schema>>(document: OpenApi.IDocument<Schema, Operation>) => IHttpMigrateApplication<Schema, Operation>;
+    const application: (document: OpenApi.IDocument) => IHttpMigrateApplication;
     /**
@@ -72,0 +72,0 @@ * Properties for the request to the HTTP server.

lib/HttpMigration.js

@@ -73,5 +73,3 @@ "use strict";
      */
-    HttpMigration.application = function (document) {
-        return MigrateConverter_1.MigrateConverter.convert(document);
-    };
+    HttpMigration.application = function (document) { return MigrateConverter_1.MigrateConverter.convert(document); };
     /* -----------------------------------------------------------
@@ -78,0 +76,0 @@ FETCHERS

lib/OpenApi.d.ts

@@ -49,3 +49,3 @@ import { OpenApiV3 } from "./OpenApiV3";
      */
-    function convert<Schema extends IJsonSchema = IJsonSchema, Operation extends IOperation<Schema> = IOperation<Schema>>(input: SwaggerV2.IDocument | OpenApiV3.IDocument | OpenApiV3_1.IDocument | OpenApi.IDocument<Schema, Operation>): IDocument<Schema, Operation>;
+    function convert(input: SwaggerV2.IDocument | OpenApiV3.IDocument | OpenApiV3_1.IDocument | OpenApi.IDocument): IDocument;
     /**
@@ -60,3 +60,3 @@ * Downgrade to Swagger v2.0 document.
      */
-    function downgrade<Schema extends IJsonSchema = IJsonSchema, Operation extends IOperation<Schema> = IOperation<Schema>>(document: IDocument<Schema, Operation>, version: "2.0"): SwaggerV2.IDocument;
+    function downgrade(document: IDocument, version: "2.0"): SwaggerV2.IDocument;
     /**
@@ -71,3 +71,3 @@ * Downgrade to OpenAPI v3.0 document.
      */
-    function downgrade<Schema extends IJsonSchema = IJsonSchema, Operation extends IOperation<Schema> = IOperation<Schema>>(document: IDocument<Schema, Operation>, version: "3.0"): OpenApiV3.IDocument;
+    function downgrade(document: IDocument, version: "3.0"): OpenApiV3.IDocument;
     /**
@@ -81,7 +81,4 @@ * OpenAPI document.
      * duplicated expressions of OpenAPI v3.1 for the convenience and clarity.
-     *
-     * @template Schema JSON schema type
-     * @template Operation HTTP operation type
      */
-    interface IDocument<Schema extends IJsonSchema = IJsonSchema, Operation extends IOperation<Schema> = IOperation<Schema>> {
+    interface IDocument {
         /**
@@ -107,3 +104,3 @@ * OpenAPI version number.
          */
-        components: IComponents<Schema>;
+        components: IComponents;
         /**
@@ -114,3 +111,3 @@ * The available paths and operations for the API.
          */
-        paths?: Record<string, IPath<Schema, Operation>>;
+        paths?: Record<string, IPath>;
         /**
@@ -122,3 +119,3 @@ * An object to hold Webhooks.
          */
-        webhooks?: Record<string, IPath<Schema, Operation>>;
+        webhooks?: Record<string, IPath>;
         /**
@@ -286,3 +283,3 @@ * A declaration of which security mechanisms can be used across the API.
      */
-    interface IPath<Schema extends IJsonSchema = IJsonSchema, Operation extends IOperation<Schema> = IOperation<Schema>> extends Partial<Record<Method, Operation>> {
+    interface IPath extends Partial<Record<Method, IOperation>> {
         /**
@@ -307,3 +304,3 @@ * Servers that provide the path operations.
      */
-    interface IOperation<Schema extends IJsonSchema = IJsonSchema> {
+    interface IOperation {
         /**
@@ -316,7 +313,7 @@ * Unique string used to identify the operation.
          */
-        parameters?: IOperation.IParameter<Schema>[];
+        parameters?: IOperation.IParameter[];
         /**
          * The request body applicable for this operation.
          */
-        requestBody?: IOperation.IRequestBody<Schema>;
+        requestBody?: IOperation.IRequestBody;
         /**
@@ -327,3 +324,3 @@ * The list of possible responses as they are returned from executing this
          */
-        responses?: Record<string, IOperation.IResponse<Schema>>;
+        responses?: Record<string, IOperation.IResponse>;
         /**
@@ -367,3 +364,3 @@ * A list of servers providing this API operation.
          */
-        interface IParameter<Schema extends IJsonSchema = IJsonSchema> {
+        interface IParameter {
             /**
@@ -395,3 +392,3 @@ * Representative name of the parameter.
              */
-            schema: Schema;
+            schema: IJsonSchema;
             /**
@@ -428,4 +425,4 @@ * Whether the parameter is required for execution or not.
          */
-        interface IRequestBody<Schema extends IJsonSchema = IJsonSchema> {
-            content?: IContent<Schema>;
+        interface IRequestBody {
+            content?: IContent;
             description?: string;
@@ -438,5 +435,5 @@ required?: boolean;
          */
-        interface IResponse<Schema extends IJsonSchema = IJsonSchema> {
-            headers?: Record<string, IOperation.IParameter<Schema>>;
-            content?: IContent<Schema>;
+        interface IResponse {
+            headers?: Record<string, IOperation.IParameter>;
+            content?: IContent;
             description?: string;
@@ -448,3 +445,3 @@ "x-nestia-encrypted"?: boolean;
          */
-        interface IContent<Schema extends IJsonSchema = IJsonSchema> extends Partial<Record<ContentType, IMediaType<Schema>>> {
+        interface IContent extends Partial<Record<ContentType, IMediaType>> {
         }
@@ -454,4 +451,4 @@ /**
          */
-        interface IMediaType<Schema extends IJsonSchema = IJsonSchema> {
-            schema?: Schema;
+        interface IMediaType {
+            schema?: IJsonSchema;
             example?: any;
@@ -481,3 +478,3 @@ examples?: Record<string, IExample>;
      */
-    interface IComponents<Schema extends IJsonSchema = IJsonSchema> {
+    interface IComponents {
         /**
@@ -488,3 +485,3 @@ * An object to hold reusable DTO schemas.
          */
-        schemas?: Record<string, Schema>;
+        schemas?: Record<string, IJsonSchema>;
         /**
@@ -659,3 +656,3 @@ * An object to hold reusable security schemes.
          */
-        interface IArray<Schema extends IJsonSchema = IJsonSchema> extends __ISignificant<"array"> {
+        interface IArray extends __ISignificant<"array"> {
             /**
@@ -667,3 +664,3 @@ * Items type info.
              */
-            items: Schema;
+            items: IJsonSchema;
             /**
@@ -695,3 +692,3 @@ * Unique items restriction.
          */
-        interface ITuple<Schema extends IJsonSchema = IJsonSchema> extends __ISignificant<"array"> {
+        interface ITuple extends __ISignificant<"array"> {
             /**
@@ -706,3 +703,3 @@ * Prefix items.
              */
-            prefixItems: Schema[];
+            prefixItems: IJsonSchema[];
             /**
@@ -723,3 +720,3 @@ * Additional items.
              */
-            additionalItems?: boolean | Schema;
+            additionalItems?: boolean | IJsonSchema;
             /**
@@ -751,3 +748,3 @@ * Unique items restriction.
          */
-        interface IObject<Schema extends IJsonSchema = IJsonSchema> extends __ISignificant<"object"> {
+        interface IObject extends __ISignificant<"object"> {
             /**
@@ -763,3 +760,3 @@ * Properties of the object.
              */
-            properties?: Record<string, Schema>;
+            properties?: Record<string, IJsonSchema>;
             /**
@@ -779,3 +776,3 @@ * Additional properties' info.
              */
-            additionalProperties?: boolean | Schema;
+            additionalProperties?: boolean | IJsonSchema;
             /**
@@ -842,7 +839,7 @@ * List of key values of the required properties.
          */
-        interface IOneOf<Schema extends IJsonSchema = IJsonSchema> extends __IAttribute {
+        interface IOneOf extends __IAttribute {
             /**
              * List of the union types.
              */
-            oneOf: Exclude<Schema, IJsonSchema.IOneOf<Schema>>[];
+            oneOf: Exclude<IJsonSchema, IJsonSchema.IOneOf>[];
             /**
@@ -849,0 +846,0 @@ * Discriminator info of the union type.

lib/structures/IHttpConnection.d.ts

@@ -16,3 +16,3 @@ /**
  */
-export interface IHttpConnection<Headers extends object | undefined = object | undefined> {
+export interface IHttpConnection {
     /**
@@ -25,3 +25,3 @@ * Host address of the remote HTTP server.
      */
-    headers?: Record<string, IHttpConnection.HeaderValue> & IHttpConnection.Headerify<Headers>;
+    headers?: Record<string, IHttpConnection.HeaderValue>;
     /**
@@ -112,35 +112,2 @@ * Additional options for the `fetch` function.
     type HeaderValue = string | boolean | number | bigint | string | Array<boolean> | Array<number> | Array<bigint> | Array<number> | Array<string>;
-    /**
-     * Type of headers
-     *
-     * `Headerify` removes every properties that are not allowed in the
-     * HTTP headers type.
-     *
-     * Below are list of prohibited in HTTP headers.
-     *
-     * 1. Value type one of {@link HeaderValue}
-     * 2. Key is "set-cookie", but value is not an Array type
-     * 3. Key is one of them, but value is Array type
-     *   - "age"
-     *   - "authorization"
-     *   - "content-length"
-     *   - "content-type"
-     *   - "etag"
-     *   - "expires"
-     *   - "from"
-     *   - "host"
-     *   - "if-modified-since"
-     *   - "if-unmodified-since"
-     *   - "last-modified"
-     *   - "location"
-     *   - "max-forwards"
-     *   - "proxy-authorization"
-     *   - "referer"
-     *   - "retry-after"
-     *   - "server"
-     *   - "user-agent"
-     */
-    type Headerify<T extends object | undefined> = {
-        [P in keyof T]?: T[P] extends HeaderValue | undefined ? P extends string ? Lowercase<P> extends "set-cookie" ? T[P] extends Array<HeaderValue> ? T[P] | undefined : never : Lowercase<P> extends "age" | "authorization" | "content-length" | "content-type" | "etag" | "expires" | "from" | "host" | "if-modified-since" | "if-unmodified-since" | "last-modified" | "location" | "max-forwards" | "proxy-authorization" | "referer" | "retry-after" | "server" | "user-agent" ? T[P] extends Array<HeaderValue> ? never : T[P] | undefined : T[P] | undefined : never : never;
-    };
 }

lib/structures/IHttpLlmApplication.d.ts

@@ -5,2 +5,3 @@ import { OpenApi } from "../OpenApi";
 import { ILlmApplication } from "./ILlmApplication";
+import { ILlmSchema } from "./ILlmSchema";
 /**
@@ -69,3 +70,3 @@ * Application of LLM function call from OpenAPI document.
  */
-export interface IHttpLlmApplication<Model extends IHttpLlmApplication.Model, Parameters extends IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model], Operation extends OpenApi.IOperation = OpenApi.IOperation, Route extends IHttpMigrateRoute = IHttpMigrateRoute> {
+export interface IHttpLlmApplication<Model extends ILlmSchema.Model> {
     /**
@@ -83,17 +84,13 @@ * Model of the target LLM.
      */
-    functions: IHttpLlmFunction<Parameters, Operation, Route>[];
+    functions: IHttpLlmFunction<Model>[];
     /**
      * List of errors occurred during the composition.
      */
-    errors: IHttpLlmApplication.IError<Operation, Route>[];
+    errors: IHttpLlmApplication.IError[];
     /**
      * Configuration for the application.
      */
-    options: IHttpLlmApplication.IOptions<Model, IHttpLlmApplication.ModelSchema[Model]>;
+    options: IHttpLlmApplication.IOptions<Model>;
 }
 export declare namespace IHttpLlmApplication {
-    export import Model = ILlmApplication.Model;
-    export import ModelParameters = ILlmApplication.ModelParameters;
-    export import ModelSchema = ILlmApplication.ModelSchema;
-    export import ModelConfig = ILlmApplication.ModelConfig;
     export import IOptions = ILlmApplication.IOptions;
@@ -103,3 +100,3 @@ /**
      */
-    interface IError<Operation extends OpenApi.IOperation = OpenApi.IOperation, Route extends IHttpMigrateRoute = IHttpMigrateRoute> {
+    interface IError {
         /**
@@ -122,3 +119,3 @@ * HTTP method of the endpoint.
          */
-        operation: () => Operation;
+        operation: () => OpenApi.IOperation;
         /**
@@ -134,4 +131,4 @@ * Get the migration route metadata.
          */
-        route: () => Route | undefined;
+        route: () => IHttpMigrateRoute | undefined;
     }
 }

lib/structures/IHttpLlmFunction.d.ts

@@ -5,2 +5,3 @@ import { OpenApi } from "../OpenApi";
 import { IHttpMigrateRoute } from "./IHttpMigrateRoute";
+import { ILlmSchema } from "./ILlmSchema";
 import { ILlmSchemaV3 } from "./ILlmSchemaV3";
@@ -60,3 +61,3 @@ import { ILlmSchemaV3_1 } from "./ILlmSchemaV3_1";
  */
-export interface IHttpLlmFunction<Parameters extends ILlmSchemaV3.IParameters | ILlmSchemaV3_1.IParameters | IChatGptSchema.IParameters | IGeminiSchema.IParameters, Operation extends OpenApi.IOperation = OpenApi.IOperation, Route extends IHttpMigrateRoute = IHttpMigrateRoute> {
+export interface IHttpLlmFunction<Model extends ILlmSchema.Model> {
     /**
@@ -142,3 +143,3 @@ * HTTP method of the endpoint.
      */
-    parameters: Parameters;
+    parameters: ILlmSchema.ModelParameters[Model];
     /**
@@ -149,3 +150,3 @@ * Collection of separated parameters.
      */
-    separated?: IHttpLlmFunction.ISeparated<Parameters>;
+    separated?: IHttpLlmFunction.ISeparated<ILlmSchema.ModelParameters[Model]>;
     /**
@@ -157,3 +158,3 @@ * Expected return type.
      */
-    output?: Parameters | undefined;
+    output?: ILlmSchema.ModelSchema[Model] | undefined;
     /**
@@ -205,3 +206,3 @@ * Description of the function.
      */
-    operation: () => Operation;
+    operation: () => OpenApi.IOperation;
     /**
@@ -214,3 +215,3 @@ * Get the migration route metadata.
      */
-    route: () => Route;
+    route: () => IHttpMigrateRoute;
 }
@@ -217,0 +218,0 @@ export declare namespace IHttpLlmFunction {

lib/structures/IHttpMigrateApplication.d.ts

@@ -17,15 +17,15 @@ import { OpenApi } from "../OpenApi";
  */
-export interface IHttpMigrateApplication<Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema, Operation extends OpenApi.IOperation<Schema> = OpenApi.IOperation<Schema>> {
+export interface IHttpMigrateApplication {
     /**
      * List of routes for migration.
      */
-    routes: IHttpMigrateRoute<Schema, Operation>[];
+    routes: IHttpMigrateRoute[];
     /**
      * List of errors occurred during the migration.
      */
-    errors: IHttpMigrateApplication.IError<Operation>[];
+    errors: IHttpMigrateApplication.IError[];
     /**
      * Source OpenAPI document.
      */
-    document: () => OpenApi.IDocument<Schema, Operation>;
+    document: () => OpenApi.IDocument;
 }
@@ -36,7 +36,7 @@ export declare namespace IHttpMigrateApplication {
      */
-    interface IError<Operation extends OpenApi.IOperation<any> = OpenApi.IOperation<OpenApi.IJsonSchema>> {
+    interface IError {
         /**
          * Target operation causing the error.
          */
-        operation: () => Operation;
+        operation: () => OpenApi.IOperation;
         /**
@@ -43,0 +43,0 @@ * Method of the operation.

lib/structures/IHttpMigrateRoute.d.ts

@@ -15,3 +15,3 @@ import { OpenApi } from "../OpenApi";
  */
-export interface IHttpMigrateRoute<Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema, Operation extends OpenApi.IOperation<Schema> = OpenApi.IOperation<Schema>> {
+export interface IHttpMigrateRoute {
     /**
@@ -74,3 +74,3 @@ * Method of the route.
      */
-    parameters: IHttpMigrateRoute.IParameter<Schema>[];
+    parameters: IHttpMigrateRoute.IParameter[];
     /**
@@ -91,3 +91,3 @@ * Metadata of headers.
      */
-    headers: IHttpMigrateRoute.IHeaders<Schema> | null;
+    headers: IHttpMigrateRoute.IHeaders | null;
     /**
@@ -108,3 +108,3 @@ * Metadata of query values.
      */
-    query: IHttpMigrateRoute.IQuery<Schema> | null;
+    query: IHttpMigrateRoute.IQuery | null;
     /**
@@ -119,3 +119,3 @@ * Metadata of request body.
      */
-    body: IHttpMigrateRoute.IBody<Schema> | null;
+    body: IHttpMigrateRoute.IBody | null;
     /**
@@ -130,3 +130,3 @@ * Metadata of response body for success case.
      */
-    success: IHttpMigrateRoute.IBody<Schema> | null;
+    success: IHttpMigrateRoute.IBody | null;
     /**
@@ -143,3 +143,3 @@ * Metadata of response body for exceptional status cases.
      */
-    exceptions: Record<string, IHttpMigrateRoute.IException<Schema>>;
+    exceptions: Record<string, IHttpMigrateRoute.IException>;
     /**
@@ -166,3 +166,3 @@ * Description comment for the route function.
      */
-    operation: () => Operation;
+    operation: () => OpenApi.IOperation;
 }
@@ -173,3 +173,3 @@ export declare namespace IHttpMigrateRoute {
      */
-    interface IParameter<Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema> {
+    interface IParameter {
         /**
@@ -186,3 +186,3 @@ * Name of the path parameter.
          */
-        schema: Schema;
+        schema: OpenApi.IJsonSchema;
         /**
@@ -194,3 +194,3 @@ * Original parameter info from the OpenAPI document.
          */
-        parameter: () => OpenApi.IOperation.IParameter<Schema>;
+        parameter: () => OpenApi.IOperation.IParameter;
     }
@@ -200,3 +200,3 @@ /**
      */
-    interface IHeaders<Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema> {
+    interface IHeaders {
         /**
@@ -213,3 +213,3 @@ * Name of the headers parameter.
          */
-        schema: Schema;
+        schema: OpenApi.IJsonSchema;
         title: () => string | undefined;
@@ -223,6 +223,6 @@ description: () => string | undefined;
      */
-    interface IQuery<Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema> {
+    interface IQuery {
         name: string;
         key: string;
-        schema: Schema;
+        schema: OpenApi.IJsonSchema;
         title: () => string | undefined;
@@ -236,3 +236,3 @@ description: () => string | undefined;
      */
-    interface IBody<Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema> {
+    interface IBody {
         /**
@@ -253,3 +253,3 @@ * Name of the body parameter.
          */
-        schema: Schema;
+        schema: OpenApi.IJsonSchema;
         /**
@@ -262,3 +262,3 @@ * Description comment for the request/response body.
          */
-        media: () => OpenApi.IOperation.IMediaType<Schema>;
+        media: () => OpenApi.IOperation.IMediaType;
         /**
@@ -272,16 +272,16 @@ * Whether the body is encrypted or not.
      */
-    interface IException<Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema> {
+    interface IException {
         /**
          * Metadata of response body data type.
          */
-        schema: Schema;
+        schema: OpenApi.IJsonSchema;
         /**
          * Description comment for the exception.
          */
-        response: () => OpenApi.IOperation.IResponse<Schema>;
+        response: () => OpenApi.IOperation.IResponse;
         /**
          * Media type of the response body.
          */
-        media: () => OpenApi.IOperation.IMediaType<Schema>;
+        media: () => OpenApi.IOperation.IMediaType;
     }
 }

lib/structures/ILlmApplication.d.ts

@@ -1,8 +0,3 @@
-import { IChatGptSchema } from "./IChatGptSchema";
-import { IClaudeSchema } from "./IClaudeSchema";
-import { IGeminiSchema } from "./IGeminiSchema";
-import { ILlamaSchema } from "./ILlamaSchema";
 import { ILlmFunction } from "./ILlmFunction";
-import { ILlmSchemaV3 } from "./ILlmSchemaV3";
-import { ILlmSchemaV3_1 } from "./ILlmSchemaV3_1";
+import { ILlmSchema } from "./ILlmSchema";
 /**
@@ -13,3 +8,3 @@ * Application of LLM function calling.
  * {@link ILlmFunction LLM function calling schemas}, composed from a native
- * TypeScript class (or interface) type by the `typia.llm.application<App>()`
+ * TypeScript class (or interface) type by the `typia.llm.application<App, Model>()`
  * function.
@@ -32,3 +27,3 @@ *
  */
-export interface ILlmApplication<Model extends ILlmApplication.Model, Parameters extends ILlmApplication.ModelParameters[Model] = ILlmApplication.ModelParameters[Model]> {
+export interface ILlmApplication<Model extends ILlmSchema.Model> {
     /**
@@ -43,38 +38,13 @@ * Model of the LLM.
      */
-    functions: ILlmFunction<Parameters>[];
+    functions: ILlmFunction<Model>[];
     /**
      * Configuration for the application.
      */
-    options: ILlmApplication.IOptions<Model, ILlmApplication.ModelSchema[Model]>;
+    options: ILlmApplication.IOptions<Model>;
 }
 export declare namespace ILlmApplication {
-    type Model = "chatgpt" | "claude" | "gemini" | "llama" | "3.0" | "3.1";
-    type ModelParameters = {
-        chatgpt: IChatGptSchema.IParameters;
-        claude: IClaudeSchema.IParameters;
-        gemini: IGeminiSchema.IParameters;
-        llama: ILlamaSchema.IParameters;
-        "3.0": ILlmSchemaV3.IParameters;
-        "3.1": ILlmSchemaV3_1.IParameters;
-    };
-    type ModelSchema = {
-        chatgpt: IChatGptSchema;
-        claude: IClaudeSchema;
-        gemini: IGeminiSchema;
-        llama: ILlamaSchema;
-        "3.0": ILlmSchemaV3;
-        "3.1": ILlmSchemaV3_1;
-    };
-    type ModelConfig = {
-        chatgpt: IChatGptSchema.IConfig;
-        claude: IClaudeSchema.IConfig;
-        gemini: IGeminiSchema.IConfig;
-        llama: ILlamaSchema.IConfig;
-        "3.0": ILlmSchemaV3.IConfig;
-        "3.1": ILlmSchemaV3_1.IConfig;
-    };
     /**
      * Options for application composition.
      */
-    type IOptions<Model extends ILlmApplication.Model, Schema extends ModelSchema[Model] = ModelSchema[Model]> = {
+    type IOptions<Model extends ILlmSchema.Model> = {
         /**
@@ -108,4 +78,4 @@ * Separator function for the parameters.
          */
-        separate: null | ((schema: Schema) => boolean);
-    } & ModelConfig[Model];
+        separate: null | ((schema: ILlmSchema.ModelSchema[Model]) => boolean);
+    } & ILlmSchema.ModelConfig[Model];
 }

lib/structures/ILlmFunction.d.ts

 import { IChatGptSchema } from "./IChatGptSchema";
 import { IClaudeSchema } from "./IClaudeSchema";
 import { IGeminiSchema } from "./IGeminiSchema";
+import { ILlmSchema } from "./ILlmSchema";
 import { ILlmSchemaV3 } from "./ILlmSchemaV3";
@@ -28,3 +29,3 @@ import { ILlmSchemaV3_1 } from "./ILlmSchemaV3_1";
  */
-export interface ILlmFunction<Parameters extends IChatGptSchema.IParameters | IClaudeSchema.IParameters | IGeminiSchema.IParameters | ILlmSchemaV3.IParameters | ILlmSchemaV3_1.IParameters> {
+export interface ILlmFunction<Model extends ILlmSchema.Model> {
     /**
@@ -37,7 +38,7 @@ * Representative name of the function.
      */
-    parameters: Parameters;
+    parameters: ILlmSchema.ModelParameters[Model];
     /**
      * Collection of separated parameters.
      */
-    separated?: ILlmFunction.ISeparated<Parameters>;
+    separated?: ILlmFunction.ISeparated<ILlmSchema.ModelParameters[Model]>;
     /**
@@ -49,3 +50,3 @@ * Expected return type.
      */
-    output?: Parameters["properties"][string];
+    output?: ILlmSchema.ModelSchema[Model];
     /**
@@ -52,0 +53,0 @@ * Whether the function schema types are strict or not.

lib/structures/ILlmSchema.d.ts

@@ -1,2 +0,7 @@
-import { ILlmApplication } from "./ILlmApplication";
+import { IChatGptSchema } from "./IChatGptSchema";
+import { IClaudeSchema } from "./IClaudeSchema";
+import { IGeminiSchema } from "./IGeminiSchema";
+import { ILlamaSchema } from "./ILlamaSchema";
+import { ILlmSchemaV3 } from "./ILlmSchemaV3";
+import { ILlmSchemaV3_1 } from "./ILlmSchemaV3_1";
 /**
@@ -15,4 +20,29 @@ * The schemas for the LLM function calling.
  */
-export type ILlmSchema<Model extends ILlmApplication.Model = ILlmApplication.Model> = ILlmApplication.ModelSchema[Model];
+export type ILlmSchema<Model extends ILlmSchema.Model = ILlmSchema.Model> = ILlmSchema.ModelSchema[Model];
 export declare namespace ILlmSchema {
+    type Model = "chatgpt" | "claude" | "gemini" | "llama" | "3.0" | "3.1";
+    interface ModelConfig {
+        chatgpt: IChatGptSchema.IConfig;
+        claude: IClaudeSchema.IConfig;
+        gemini: IGeminiSchema.IConfig;
+        llama: ILlamaSchema.IConfig;
+        "3.0": ILlmSchemaV3.IConfig;
+        "3.1": ILlmSchemaV3_1.IConfig;
+    }
+    interface ModelParameters {
+        chatgpt: IChatGptSchema.IParameters;
+        claude: IClaudeSchema.IParameters;
+        gemini: IGeminiSchema.IParameters;
+        llama: ILlamaSchema.IParameters;
+        "3.0": ILlmSchemaV3.IParameters;
+        "3.1": ILlmSchemaV3_1.IParameters;
+    }
+    interface ModelSchema {
+        chatgpt: IChatGptSchema;
+        claude: IClaudeSchema;
+        gemini: IGeminiSchema;
+        llama: ILlamaSchema;
+        "3.0": ILlmSchemaV3;
+        "3.1": ILlmSchemaV3_1;
+    }
     /**
@@ -28,7 +58,7 @@ * Type of function parameters.
      */
-    type IParameters<Model extends ILlmApplication.Model = ILlmApplication.Model> = ILlmApplication.ModelParameters[Model];
+    type IParameters<Model extends ILlmSchema.Model = ILlmSchema.Model> = ILlmSchema.ModelParameters[Model];
     /**
      * Configuration for the LLM schema composition.
      */
-    type IConfig<Model extends ILlmApplication.Model = ILlmApplication.Model> = ILlmApplication.ModelConfig[Model];
+    type IConfig<Model extends ILlmSchema.Model = ILlmSchema.Model> = ILlmSchema.ModelConfig[Model];
 }

lib/structures/ILlmSchemaV3_1.d.ts

@@ -7,5 +7,9 @@ /**
  * is not the final type for the LLM function calling, but the intermediate
- * structure for the conversion to the final type like {@link IChatGptSchema}.
+ * structure for the conversion to the final type of below:
  *
- * However, the `IChatGptSchema` does not follow the entire specification of
+ * - {@link IChatGptSchema}
+ * - {@link IClaudeSchema}
+ * - {@link ILlamaSchema}
+ *
+ * However, the `ILlmSchemaV3_1` does not follow the entire specification of
  * the OpenAPI v3.1. It has own specific restrictions and definitions. Here is the
@@ -12,0 +16,0 @@ * list of how `ILlmSchemaV3_1` is different with the OpenAPI v3.1 JSON schema.

lib/structures/ILlmSchemaV3.d.ts

@@ -207,3 +207,3 @@ /**
      */
-    interface IArray<Schema extends ILlmSchemaV3 = ILlmSchemaV3> extends __ISignificant<"array"> {
+    interface IArray extends __ISignificant<"array"> {
         /**
@@ -215,3 +215,3 @@ * Items type schema info.
          */
-        items: Schema;
+        items: ILlmSchemaV3;
         /**
@@ -243,3 +243,3 @@ * Unique items restriction.
      */
-    interface IObject<Schema extends ILlmSchemaV3 = ILlmSchemaV3> extends __ISignificant<"object"> {
+    interface IObject extends __ISignificant<"object"> {
         /**
@@ -255,3 +255,3 @@ * Properties of the object.
          */
-        properties: Record<string, Schema>;
+        properties: Record<string, ILlmSchemaV3>;
         /**
@@ -335,7 +335,7 @@ * List of key values of the required properties.
      */
-    interface IOneOf<Schema extends ILlmSchemaV3 = ILlmSchemaV3> extends __IAttribute {
+    interface IOneOf extends __IAttribute {
         /**
          * List of the union types.
          */
-        oneOf: Exclude<Schema, ILlmSchemaV3.IOneOf<Schema>>[];
+        oneOf: Exclude<ILlmSchemaV3, ILlmSchemaV3.IOneOf>[];
     }
@@ -342,0 +342,0 @@ /**

lib/utils/LlmDataMerger.d.ts

@@ -1,6 +0,3 @@
-import { IChatGptSchema } from "../structures/IChatGptSchema";
-import { IGeminiSchema } from "../structures/IGeminiSchema";
 import { ILlmFunction } from "../structures/ILlmFunction";
-import { ILlmSchemaV3 } from "../structures/ILlmSchemaV3";
-import { ILlmSchemaV3_1 } from "../structures/ILlmSchemaV3_1";
+import { ILlmSchema } from "../structures/ILlmSchema";
 /**
@@ -15,7 +12,7 @@ * Data combiner for LLM function call.
      */
-    interface IProps<Parameters extends ILlmSchemaV3.IParameters | ILlmSchemaV3_1.IParameters | IChatGptSchema.IParameters | IGeminiSchema.IParameters> {
+    interface IProps {
         /**
          * Target function to call.
          */
-        function: ILlmFunction<Parameters>;
+        function: ILlmFunction<ILlmSchema.Model>;
         /**
@@ -45,3 +42,3 @@ * Arguments composed by LLM (Large Language Model).
      */
-    const parameters: <Parameters extends ILlmSchemaV3.IParameters | ILlmSchemaV3_1.IParameters | IChatGptSchema.IParameters | IGeminiSchema.IParameters>(props: IProps<Parameters>) => object;
+    const parameters: (props: IProps) => object;
     /**
@@ -48,0 +45,0 @@ * Combine two values into one.

package.json

 {
   "name": "@samchon/openapi",
-  "version": "2.0.0-dev.20241126",
+  "version": "2.0.0-dev.20241127",
   "description": "OpenAPI definitions and converters for 'typia' and 'nestia'.",
@@ -64,3 +64,3 @@ "main": "./lib/index.js",
     "tstl": "^3.0.0",
-    "typescript": "^5.6.3",
+    "typescript": "~5.6.3",
     "typescript-transform-paths": "^3.4.7",
@@ -67,0 +67,0 @@ "typia": "7.0.0-dev.20241123",

README.md

@@ -46,5 +46,5 @@ > ## Next version is coming.
     - [`IChatGptSchema`](https://github.com/samchon/openapi/blob/master/src/structures/IChatGptSchema.ts): OpenAI ChatGPT
-    - [`IClaudeSchema`](https://github.com/samchon/openapi/blob/master/src/structures/IClaudeSchema.ts): Anthropic Claude (same with [`ILlmSchemaV3_1`](https://github.com/samchon/openapi/blob/master/src/structures/ILlmSchemaV3_1.ts))
+    - [`IClaudeSchema`](https://github.com/samchon/openapi/blob/master/src/structures/IClaudeSchema.ts): Anthropic Claude
     - [`IGeminiSchema`](https://github.com/samchon/openapi/blob/master/src/structures/IGeminiSchema.ts): Google Gemini
-    - [`ILlamaSchema`](https://github.com/samchon/openapi/blob/master/src/structures/ILlamaSchema.ts): Meta (Facebook) Llama
+    - [`ILlamaSchema`](https://github.com/samchon/openapi/blob/master/src/structures/ILlamaSchema.ts): Meta Llama
   - Midldle layer schemas
@@ -54,13 +54,5 @@ - [`ILlmSchemaV3`](https://github.com/samchon/openapi/blob/master/src/structures/ILlmSchemaV3.ts): middle layer based on OpenAPI v3.0 specification
 
-> [!TIP]
->
-> LLM selects proper function and fill arguments.
-> 
-> In nowadays, most LLM (Large Language Model) like OpenAI are supporting "function calling" feature. The "LLM function calling" means that LLM automatically selects a proper function and fills parameter values from conversation with the user (may by chatting text).
-> 
-> https://platform.openai.com/docs/guides/function-calling
 
 
 
-
 ## Setup
@@ -122,4 +114,5 @@ ```bash
     function: func,
-    arguments: [
-      {
+    arguments: {
+      // arguments composed by LLM 
+      body: {
         title: "Hello, world!",
@@ -129,3 +122,3 @@ body: "Let's imagine that this argument is composed by LLM.",
       },
-    ],
+    },
   });
@@ -244,6 +237,8 @@ console.log("article", article);
   - Schemas
-    - [`IChatGptSchema`](https://github.com/samchon/openapi/blob/master/src/structures/IChatGptSchema.ts)
-    - [`IGeminiSchema`](https://github.com/samchon/openapi/blob/master/src/structures/IGeminiSchema.ts)
-    - [`ILlmSchemaV3`](https://github.com/samchon/openapi/blob/master/src/structures/ILlmSchemaV3.ts)
-    - [`ILlmSchemaV3_1`](https://github.com/samchon/openapi/blob/master/src/structures/ILlmSchemaV3_1.ts)
+    - [`IChatGptSchema`](https://github.com/samchon/openapi/blob/master/src/structures/IChatGptSchema.ts): OpenAI ChatGPT
+    - [`IClaudeSchema`](https://github.com/samchon/openapi/blob/master/src/structures/IClaudeSchema.ts): Anthropic Claude (same with [`ILlmSchemaV3_1`](https://github.com/samchon/openapi/blob/master/src/structures/ILlmSchemaV3_1.ts))
+    - [`IGeminiSchema`](https://github.com/samchon/openapi/blob/master/src/structures/IGeminiSchema.ts): Google Gemini
+    - [`ILlamaSchema`](https://github.com/samchon/openapi/blob/master/src/structures/ILlamaSchema.ts): Meta (Facebook) Llama (same with [`ILlmSchemaV3_1`](https://github.com/samchon/openapi/blob/master/src/structures/ILlmSchemaV3_1.ts))
+    - [`ILlmSchemaV3`](https://github.com/samchon/openapi/blob/master/src/structures/ILlmSchemaV3.ts): middle layer based on OpenAPI v3.0 specification
+    - [`ILlmSchemaV3_1`](https://github.com/samchon/openapi/blob/master/src/structures/ILlmSchemaV3_1.ts): middle layer based on OpenAPI v3.1 specification
   - Type Checkers
@@ -253,2 +248,3 @@ - [`ChatGptTypeChecker`](https://github.com/samchon/openapi/blob/master/src/utils/ChatGptTypeChecker.ts)
     - [`GeminiTypeChecker`](https://github.com/samchon/openapi/blob/master/src/utils/GeminiTypeChecker.ts)
+    - [`LlamaTypeChecker`](https://github.com/samchon/openapi/blob/master/src/utils/LlamaTypeChecker.ts)
     - [`LlmTypeCheckerV3`](https://github.com/samchon/openapi/blob/master/src/utils/LlmTypeCheckerV3.ts)
@@ -259,4 +255,6 @@ - [`LlmTypeCheckerV3_1`](https://github.com/samchon/openapi/blob/master/src/utils/LlmTypeCheckerV3_1.ts)
 >
-> You also can compose `ILlmApplication` from a class type through `typia`.
+> You also can compose [`ILlmApplication`](https://github.com/samchon/openapi/blob/master/src/structures/ILlmApplication.ts) from a class type with `typia`.
 >
+> https://typia.io/docs/llm/application
+>
 > ```typescript
@@ -269,4 +267,2 @@ > import { ILlmApplication } from "@samchon/openapi";
 > ```
->
-> https://typia.io/docs/llm/application
 
@@ -293,2 +289,8 @@ > [!TIP]
 
+Here is the example code executing the LLM function call with `@samchon/openapi`.
+
+  - Example Code: [`test/examples/chatgpt-function-call-to-sale-create.ts`](https://github.com/samchon/openapi/blob/master/test/examples/chatgpt-function-call-to-sale-create.ts)
+  - Prompt describing the produc to create:  [`Microsoft Surpace Pro 9`](https://github.com/samchon/openapi/blob/master/test/executable/chatgpt-function-calling.ts)
+  - Result of the Function Calling: [`examples/arguments/chatgpt.microsoft-surface-pro-9.input.json`](https://github.com/samchon/openapi/blob/master/examples/function-calling/arguments/chatgpt.microsoft-surface-pro-9.input.json)
+
 ```typescript
@@ -305,8 +307,7 @@ import {
 } from "@samchon/openapi";
-import fs from "fs";
+import OpenAI from "openai";
 import typia from "typia";
-import { v4 } from "uuid";
 
 const main = async (): Promise<void> => {
-  // read swagger document and validate it
+  // Read swagger document and validate it
   const swagger:
@@ -316,3 +317,5 @@ | SwaggerV2.IDocument
     | OpenApiV3_1.IDocument = JSON.parse(
-    await fs.promises.readFile("swagger.json", "utf8"),
+    await fetch(
+      "https://github.com/samchon/shopping-backend/blob/master/packages/api/swagger.json",
+    ).then((r) => r.json()),
   );
@@ -330,29 +333,51 @@ typia.assert(swagger); // recommended
   // Let's imagine that LLM has selected a function to call
-  const func: IHttpLlmFunction<IChatGptSchema.IParameters> | undefined = 
+  const func: IHttpLlmFunction<"chatgpt"> | undefined =
     application.functions.find(
       // (f) => f.name === "llm_selected_fuction_name"
-      (f) => f.path === "/bbs/{section}/articles/{id}" && f.method === "put",
+      (f) => f.path === "/shoppings/sellers/sale" && f.method === "post",
     );
   if (func === undefined) throw new Error("No matched function exists.");
 
-  // actual execution is by yourself
+  // Get arguments by ChatGPT function calling
+  const client: OpenAI = new OpenAI({
+    apiKey: "<YOUR_OPENAI_API_KEY>",
+  });
+  const completion: OpenAI.ChatCompletion =
+    await client.chat.completions.create({
+      model: "gpt-4o",
+      messages: [
+        {
+          role: "assistant",
+          content:
+            "You are a helpful customer support assistant. Use the supplied tools to assist the user.",
+        },
+        {
+          role: "user",
+          content: "<DESCRIPTION ABOUT THE SALE>",
+          // https://github.com/samchon/openapi/blob/master/examples/function-calling/prompts/microsoft-surface-pro-9.md
+        },
+      ],
+      tools: [
+        {
+          type: "function",
+          function: {
+            name: func.name,
+            description: func.description,
+            parameters: func.parameters as Record<string, any>,
+            strict: true,
+          },
+        },
+      ],
+    });
+  const toolCall: OpenAI.ChatCompletionMessageToolCall =
+    completion.choices[0].message.tool_calls![0];
+
+  // Actual execution by yourself
   const article = await HttpLlm.execute({
     connection: {
-      host: "http://localhost:3000",
+      host: "http://localhost:37001",
     },
     application,
     function: func,
-    input: {
-      section: "general",
-      id: v4(),
-      query: {
-        language: "en-US",
-        format: "markdown",
-      },
-      body: {
-        title: "Hello, world!",
-        body: "Let's imagine that this argument is composed by LLM.",
-        thumbnail: null,
-      },
-    },
+    input: JSON.parse(toolCall.function.arguments),
   });
@@ -373,7 +398,12 @@ console.log("article", article);
 
+  - Example Code: [`test/examples/claude-function-call-separate-to-sale-create.ts`](https://github.com/samchon/openapi/blob/master/test/examples/claude-function-call-separate-to-sale-create.ts.ts)
+  - Prompt describing the produc to create:  [`Microsoft Surpace Pro 9`](https://github.com/samchon/openapi/blob/master/test/executable/chatgpt-function-calling.ts)
+  - Result of the Function Calling: [`examples/arguments/claude.microsoft-surface-pro-9.input.json`](https://github.com/samchon/openapi/blob/master/examples/function-calling/arguments/claude.microsoft-surface-pro-9.input.json)
+
 ```typescript
+import Anthropic from "@anthropic-ai/sdk";
 import {
+  ClaudeTypeChecker,
   HttpLlm,
-  ChatGptTypeChecker,
-  IChatGptSchema,
+  IClaudeSchema,
   IHttpLlmApplication,
@@ -386,8 +416,6 @@ IHttpLlmFunction,
 } from "@samchon/openapi";
-import fs from "fs";
 import typia from "typia";
-import { v4 } from "uuid";
 
 const main = async (): Promise<void> => {
-  // read swagger document and validate it
+  // Read swagger document and validate it
   const swagger:
@@ -397,3 +425,5 @@ | SwaggerV2.IDocument
     | OpenApiV3_1.IDocument = JSON.parse(
-    await fs.promises.readFile("swagger.json", "utf8"),
+    await fetch(
+      "https://github.com/samchon/shopping-backend/blob/master/packages/api/swagger.json",
+    ).then((r) => r.json()),
   );
@@ -405,9 +435,10 @@ typia.assert(swagger); // recommended
   const document: OpenApi.IDocument = OpenApi.convert(swagger);
-  const application: IHttpLlmApplication<"chatgpt"> = HttpLlm.application({
-    model: "chatgpt",
-    document, 
+  const application: IHttpLlmApplication<"claude"> = HttpLlm.application({
+    model: "claude",
+    document,
     options: {
-      keyword: false,
+      reference: true,
       separate: (schema) =>
-        ChatGptTypeChecker.isString(schema) && schema.contentMediaType !== undefined,
+        ClaudeTypeChecker.isString(schema) &&
+        !!schema.contentMediaType?.startsWith("image"),
     },
@@ -417,35 +448,62 @@ });
   // Let's imagine that LLM has selected a function to call
-  const func: IHttpLlmFunction<IChatGptSchema.IParameters> | undefined = 
+  const func: IHttpLlmFunction<"claude"> | undefined =
     application.functions.find(
       // (f) => f.name === "llm_selected_fuction_name"
-      (f) => f.path === "/bbs/articles/{id}" && f.method === "put",
+      (f) => f.path === "/shoppings/sellers/sale" && f.method === "post",
     );
   if (func === undefined) throw new Error("No matched function exists.");
 
-  // actual execution is by yourself
+  // Get arguments by ChatGPT function calling
+  const client: Anthropic = new Anthropic({
+    apiKey: "<YOUR_ANTHROPIC_API_KEY>",
+  });
+  const completion: Anthropic.Message = await client.messages.create({
+    model: "claude-3-5-sonnet-latest",
+    max_tokens: 8_192,
+    messages: [
+      {
+        role: "assistant",
+        content:
+          "You are a helpful customer support assistant. Use the supplied tools to assist the user.",
+      },
+      {
+        role: "user",
+        content: "<DESCRIPTION ABOUT THE SALE>",
+        // https://github.com/samchon/openapi/blob/master/examples/function-calling/prompts/microsoft-surface-pro-9.md
+      },
+    ],
+    tools: [
+      {
+        name: func.name,
+        description: func.description,
+        input_schema: func.separated!.llm as any,
+      },
+    ],
+  });
+  const toolCall: Anthropic.ToolUseBlock = completion.content.filter(
+    (c) => c.type === "tool_use",
+  )[0]!;
+
+  // Actual execution by yourself
   const article = await HttpLlm.execute({
     connection: {
-      host: "http://localhost:3000",
+      host: "http://localhost:37001",
     },
     application,
     function: func,
-    arguments: HttpLlm.mergeParameters({
+    input: HttpLlm.mergeParameters({
       function: func,
-      llm: {
-        // LLM composed parameter values
-        section: "general",
-        id: v4(),
-        query: {
-          language: "en-US",
-          format: "markdown",
-        },
-        body: {
-          title: "Hello, world!",
-          content: "Let's imagine that this argument is composed by LLM.",
-        },
-      },
+      llm: toolCall.input as any,
       human: {
         // Human composed parameter values
-        body: { 
-          thumbnail: "https://example.com/thumbnail.jpg",
+        content: {
+          files: [],
+          thumbnails: [
+            {
+              name: "thumbnail",
+              extension: "jpeg",
+              url: "https://serpapi.com/searches/673d3a37e45f3316ecd8ab3e/images/1be25e6e2b1fb7509f1af89c326cb41749301b94375eb5680b9bddcdf88fabcb.jpeg",
+            },
+            // ...
+          ],
         },
@@ -452,0 +510,0 @@ },

src/converters/ChatGptConverter.ts

@@ -0,0 +0,0 @@ import { OpenApi } from "../OpenApi";

src/converters/ClaudeConverter.ts

@@ -0,0 +0,0 @@ import { OpenApi } from "../OpenApi";

src/converters/GeminiConverter.ts

@@ -9,5 +9,5 @@ import { OpenApi } from "../OpenApi";
   export const parameters = (props: {
+    config: IGeminiSchema.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema;
-    config: IGeminiSchema.IConfig;
   }): IGeminiSchema.IParameters | null =>
@@ -17,5 +17,5 @@ schema(props) as IGeminiSchema.IParameters | null;
   export const schema = (props: {
+    config: IGeminiSchema.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema;
-    config: IGeminiSchema.IConfig;
   }): IGeminiSchema | null => {
@@ -22,0 +22,0 @@ const schema: ILlmSchemaV3 | null = LlmConverterV3.schema({

src/converters/HttpLlmConverter.ts

@@ -7,2 +7,3 @@ import { OpenApi } from "../OpenApi";
 import { IHttpMigrateRoute } from "../structures/IHttpMigrateRoute";
+import { ILlmSchema } from "../structures/ILlmSchema";
 import { ChatGptConverter } from "./ChatGptConverter";
@@ -17,19 +18,10 @@ import { ClaudeConverter } from "./ClaudeConverter";
 export namespace HttpLlmConverter {
-  export const application = <
-    Model extends IHttpLlmApplication.Model,
-    Parameters extends
-      IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model],
-    Operation extends OpenApi.IOperation = OpenApi.IOperation,
-    Route extends IHttpMigrateRoute = IHttpMigrateRoute<
-      OpenApi.IJsonSchema,
-      Operation
-    >,
-  >(props: {
+  export const application = <Model extends ILlmSchema.Model>(props: {
     model: Model;
-    migrate: IHttpMigrateApplication<OpenApi.IJsonSchema, Operation>;
+    migrate: IHttpMigrateApplication;
     options: IHttpLlmApplication.IOptions<Model>;
-  }): IHttpLlmApplication<Model, Parameters, Operation, Route> => {
+  }): IHttpLlmApplication<Model> => {
     // COMPOSE FUNCTIONS
-    const errors: IHttpLlmApplication.IError<Operation, Route>[] =
-      props.migrate.errors.map((e) => ({
+    const errors: IHttpLlmApplication.IError[] = props.migrate.errors.map(
+      (e) => ({
         method: e.method,
@@ -40,52 +32,47 @@ path: e.path,
         route: () => undefined,
-      }));
-    const functions: IHttpLlmFunction<Parameters, Operation, Route>[] =
-      props.migrate.routes
-        .map((route) => {
-          if (route.method === "head") {
-            errors.push({
-              method: route.method,
-              path: route.path,
-              messages: [
-                "HEAD method is not supported in the LLM application.",
-              ],
-              operation: () => route.operation(),
-              route: () => route as any as Route,
-            });
-            return null;
-          } else if (
-            route.body?.type === "multipart/form-data" ||
-            route.success?.type === "multipart/form-data"
-          ) {
-            errors.push({
-              method: route.method,
-              path: route.path,
-              messages: [
-                `The "multipart/form-data" content type is not supported in the LLM application.`,
-              ],
-              operation: () => route.operation(),
-              route: () => route as any as Route,
-            });
-            return null;
-          }
-          const func: IHttpLlmFunction<Parameters> | null = composeFunction({
-            model: props.model,
-            options: props.options,
-            components: props.migrate.document().components,
-            route,
+      }),
+    );
+    const functions: IHttpLlmFunction<Model>[] = props.migrate.routes
+      .map((route) => {
+        if (route.method === "head") {
+          errors.push({
+            method: route.method,
+            path: route.path,
+            messages: ["HEAD method is not supported in the LLM application."],
+            operation: () => route.operation(),
+            route: () => route as any as IHttpMigrateRoute,
           });
-          if (func === null)
-            errors.push({
-              method: route.method,
-              path: route.path,
-              messages: ["Failed to escape $ref"],
-              operation: () => route.operation(),
-              route: () => route as any as Route,
-            });
-          return func;
-        })
-        .filter(
-          (v): v is IHttpLlmFunction<Parameters, Operation, Route> =>
-            v !== null,
-        );
+          return null;
+        } else if (
+          route.body?.type === "multipart/form-data" ||
+          route.success?.type === "multipart/form-data"
+        ) {
+          errors.push({
+            method: route.method,
+            path: route.path,
+            messages: [
+              `The "multipart/form-data" content type is not supported in the LLM application.`,
+            ],
+            operation: () => route.operation(),
+            route: () => route as any as IHttpMigrateRoute,
+          });
+          return null;
+        }
+        const func: IHttpLlmFunction<Model> | null = composeFunction<Model>({
+          model: props.model,
+          options: props.options,
+          components: props.migrate.document().components,
+          route: route,
+        });
+        if (func === null)
+          errors.push({
+            method: route.method,
+            path: route.path,
+            messages: ["Failed to escape $ref"],
+            operation: () => route.operation(),
+            route: () => route as any as IHttpMigrateRoute,
+          });
+        return func;
+      })
+      .filter((v): v is IHttpLlmFunction<Model> => v !== null);
     return {
@@ -99,47 +86,36 @@ model: props.model,
 
-  export const separate = <
-    Model extends IHttpLlmApplication.Model,
-    Parameters extends
-      IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model],
-  >(props: {
+  export const separate = <Model extends ILlmSchema.Model>(props: {
     model: Model;
-    parameters: Parameters;
-    predicate: (schema: Parameters["properties"][string]) => boolean;
-  }): IHttpLlmFunction.ISeparated<Parameters> => {
+    parameters: ILlmSchema.ModelParameters[Model];
+    predicate: (schema: ILlmSchema.ModelSchema[Model]) => boolean;
+  }): IHttpLlmFunction.ISeparated<ILlmSchema.ModelParameters[Model]> => {
     const separator: (props: {
-      predicate: (schema: Parameters["properties"][string]) => boolean;
-      schema: Parameters["properties"][string];
+      predicate: (schema: ILlmSchema.ModelSchema[Model]) => boolean;
+      schema: ILlmSchema.ModelSchema[Model];
     }) => [
-      Parameters["properties"][string] | null,
-      Parameters["properties"][string] | null,
+      ILlmSchema.ModelParameters[Model] | null,
+      ILlmSchema.ModelParameters[Model] | null,
     ] = SEPARATORS[props.model] as any;
     const [llm, human] = separator({
       predicate: props.predicate,
-      schema: props.parameters as Parameters["properties"][string],
+      schema: props.parameters,
     });
     return {
-      llm: llm as Parameters | null,
-      human: human as Parameters | null,
-    };
+      llm,
+      human,
+    } satisfies IHttpLlmFunction.ISeparated<
+      ILlmSchema.ModelParameters[Model]
+    > as IHttpLlmFunction.ISeparated<ILlmSchema.ModelParameters[Model]>;
   };
 
-  const composeFunction = <
-    Model extends IHttpLlmApplication.Model,
-    Parameters extends
-      IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model],
-    Operation extends OpenApi.IOperation = OpenApi.IOperation,
-    Route extends IHttpMigrateRoute = IHttpMigrateRoute<
-      OpenApi.IJsonSchema,
-      Operation
-    >,
-  >(props: {
+  const composeFunction = <Model extends ILlmSchema.Model>(props: {
     model: Model;
     components: OpenApi.IComponents;
-    route: IHttpMigrateRoute<OpenApi.IJsonSchema, Operation>;
+    route: IHttpMigrateRoute;
     options: IHttpLlmApplication.IOptions<Model>;
-  }): IHttpLlmFunction<Parameters, Operation, Route> | null => {
+  }): IHttpLlmFunction<Model> | null => {
     const $defs: Record<string, IChatGptSchema> = {};
     const cast = (
       s: OpenApi.IJsonSchema,
-    ): Parameters["properties"][string] | null =>
+    ): ILlmSchema.ModelSchema[Model] | null =>
       LlmSchemaConverter.schema(props.model)({
@@ -150,4 +126,4 @@ config: props.options as any,
         $defs,
-      }) as Parameters["properties"][string] | null;
-    const output: Parameters["properties"][string] | null | undefined =
+      }) as ILlmSchema.ModelSchema[Model] | null;
+    const output: ILlmSchema.ModelSchema[Model] | null | undefined =
       props.route.success && props.route.success
@@ -157,3 +133,3 @@ ? cast(props.route.success.schema)
     if (output === null) return null;
-    const properties: [string, Parameters["properties"][string] | null][] = [
+    const properties: [string, ILlmSchema.ModelSchema[Model] | null][] = [
       ...props.route.parameters.map((p) => ({
@@ -199,10 +175,10 @@ key: p.key,
     // COMPOSE PARAMETERS
-    const parameters: Parameters = {
+    const parameters: ILlmSchema.ModelParameters[Model] = {
       type: "object",
       properties: Object.fromEntries(
-        properties as [string, Parameters["properties"][string]][],
+        properties as [string, ILlmSchema.ModelSchema[Model]][],
       ),
       additionalProperties: false,
       required: properties.map(([k]) => k),
-    } as any as Parameters;
+    } as any as ILlmSchema.ModelParameters[Model];
     if (Object.keys($defs).length)
@@ -222,3 +198,3 @@ (parameters as any as IChatGptSchema.IParameters).$defs = $defs;
             model: props.model,
-            predicate: props.options.separate as any,
+            predicate: props.options.separate,
             parameters,
@@ -225,0 +201,0 @@ })

src/converters/LlamaConverter.ts

@@ -0,0 +0,0 @@ import { OpenApi } from "../OpenApi";

src/converters/LlmConverterV3_1.ts

@@ -0,0 +0,0 @@ import { OpenApi } from "../OpenApi";

src/converters/LlmConverterV3.ts

@@ -10,5 +10,5 @@ import { OpenApi } from "../OpenApi";
   export const parameters = (props: {
+    config: ILlmSchemaV3.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema.IObject;
-    config: ILlmSchemaV3.IConfig;
   }): ILlmSchemaV3.IParameters | null =>
@@ -18,5 +18,5 @@ schema(props) as ILlmSchemaV3.IParameters | null;
   export const schema = (props: {
+    config: ILlmSchemaV3.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema;
-    config: Omit<ILlmSchemaV3.IConfig, "separate">;
   }): ILlmSchemaV3 | null => {
@@ -23,0 +23,0 @@ const resolved: OpenApi.IJsonSchema | null = OpenApiTypeChecker.escape({

src/converters/LlmSchemaConverter.ts

@@ -6,3 +6,3 @@ import { OpenApi } from "../OpenApi";
 import { ILlamaSchema } from "../structures/ILlamaSchema";
-import { ILlmApplication } from "../structures/ILlmApplication";
+import { ILlmSchema } from "../structures/ILlmSchema";
 import { ILlmSchemaV3 } from "../structures/ILlmSchemaV3";
@@ -18,12 +18,10 @@ import { ILlmSchemaV3_1 } from "../structures/ILlmSchemaV3_1";
 export namespace LlmSchemaConverter {
-  export const parameters = <Model extends ILlmApplication.Model>(
-    model: Model,
-  ) => PARAMETERS_CASTERS[model];
+  export const parameters = <Model extends ILlmSchema.Model>(model: Model) =>
+    PARAMETERS_CASTERS[model];
 
-  export const schema = <Model extends ILlmApplication.Model>(model: Model) =>
+  export const schema = <Model extends ILlmSchema.Model>(model: Model) =>
     SCHEMA_CASTERS[model];
 
-  export const defaultConfig = <Model extends ILlmApplication.Model>(
-    model: Model,
-  ) => DEFAULT_CONFIGS[model];
+  export const defaultConfig = <Model extends ILlmSchema.Model>(model: Model) =>
+    DEFAULT_CONFIGS[model];
 }
@@ -33,30 +31,30 @@
   chatgpt: (props: {
+    config: IChatGptSchema.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema.IObject;
-    config: IChatGptSchema.IConfig;
   }) => ChatGptConverter.parameters(props),
   claude: (props: {
+    config: IClaudeSchema.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema.IObject;
-    config: IClaudeSchema.IConfig;
   }) => ClaudeConverter.parameters(props),
   gemini: (props: {
+    config: IGeminiSchema.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema.IObject;
-    config: IGeminiSchema.IConfig;
   }) => GeminiConverter.parameters(props),
   llama: (props: {
+    config: ILlamaSchema.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema.IObject;
-    config: ILlamaSchema.IConfig;
   }) => LlamaConverter.parameters(props),
   "3.0": (props: {
+    config: ILlmSchemaV3.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema.IObject;
-    config: ILlmSchemaV3.IConfig;
   }) => LlmConverterV3.parameters(props),
   "3.1": (props: {
+    config: ILlmSchemaV3_1.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema.IObject;
-    config: ILlmSchemaV3_1.IConfig;
   }) => LlmConverterV3_1.parameters(props),
@@ -67,6 +65,6 @@ };
   chatgpt: (props: {
+    config: IChatGptSchema.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema;
     $defs: Record<string, IChatGptSchema>;
-    config: IChatGptSchema.IConfig;
   }) =>
@@ -80,6 +78,6 @@ ChatGptConverter.schema({
   claude: (props: {
+    config: IClaudeSchema.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema;
     $defs: Record<string, IClaudeSchema>;
-    config: IClaudeSchema.IConfig;
   }) =>
@@ -93,5 +91,5 @@ ClaudeConverter.schema({
   gemini: (props: {
+    config: IGeminiSchema.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema;
-    config: IGeminiSchema.IConfig;
   }) =>
@@ -104,6 +102,6 @@ GeminiConverter.schema({
   llama: (props: {
+    config: ILlamaSchema.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema;
     $defs: Record<string, ILlamaSchema>;
-    config: ILlamaSchema.IConfig;
   }) =>
@@ -117,5 +115,5 @@ LlamaConverter.schema({
   "3.0": (props: {
+    config: ILlmSchemaV3.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema;
-    config: ILlmSchemaV3.IConfig;
   }) =>
@@ -128,6 +126,6 @@ LlmConverterV3.schema({
   "3.1": (props: {
+    config: ILlmSchemaV3_1.IConfig;
     components: OpenApi.IComponents;
     schema: OpenApi.IJsonSchema;
     $defs: Record<string, ILlmSchemaV3_1>;
-    config: ILlmSchemaV3_1.IConfig;
   }) =>
@@ -134,0 +132,0 @@ LlmConverterV3_1.schema({

src/converters/MigrateConverter.ts

@@ -9,42 +9,38 @@ import { OpenApi } from "../OpenApi";
 export namespace MigrateConverter {
-  export const convert = <
-    Schema extends OpenApi.IJsonSchema,
-    Operation extends OpenApi.IOperation<Schema>,
-  >(
-    document: OpenApi.IDocument<Schema, Operation>,
-  ): IHttpMigrateApplication<Schema, Operation> => {
-    const errors: IHttpMigrateApplication.IError<Operation>[] = [];
-    const entire: Array<IHttpMigrateRoute<Schema, Operation> | null> =
-      Object.entries({
-        ...(document.paths ?? {}),
-        ...(document.webhooks ?? {}),
-      })
-        .map(([path, collection]) =>
-          (["head", "get", "post", "put", "patch", "delete"] as const)
-            .filter((method) => collection[method] !== undefined)
-            .map((method) => {
-              const operation: Operation = collection[method]!;
-              const migrated: IHttpMigrateRoute<Schema, Operation> | string[] =
-                MigrateRouteConverter.convert({
-                  document,
-                  method,
-                  path,
-                  emendedPath: StringUtil.reJoinWithDecimalParameters(path),
-                  operation,
-                }) as IHttpMigrateRoute<Schema, Operation> | string[];
-              if (Array.isArray(migrated)) {
-                errors.push({
-                  method,
-                  path,
-                  operation: () => operation,
-                  messages: migrated,
-                });
-                return null;
-              }
-              return migrated;
-            }),
-        )
-        .flat();
-    const operations: IHttpMigrateRoute<Schema, Operation>[] = entire.filter(
-      (o): o is IHttpMigrateRoute<Schema, Operation> => !!o,
+  export const convert = (
+    document: OpenApi.IDocument,
+  ): IHttpMigrateApplication => {
+    const errors: IHttpMigrateApplication.IError[] = [];
+    const entire: Array<IHttpMigrateRoute | null> = Object.entries({
+      ...(document.paths ?? {}),
+      ...(document.webhooks ?? {}),
+    })
+      .map(([path, collection]) =>
+        (["head", "get", "post", "put", "patch", "delete"] as const)
+          .filter((method) => collection[method] !== undefined)
+          .map((method) => {
+            const operation: OpenApi.IOperation = collection[method]!;
+            const migrated: IHttpMigrateRoute | string[] =
+              MigrateRouteConverter.convert({
+                document,
+                method,
+                path,
+                emendedPath: StringUtil.reJoinWithDecimalParameters(path),
+                operation,
+              });
+            if (Array.isArray(migrated)) {
+              errors.push({
+                method,
+                path,
+                operation: () => operation,
+                messages: migrated,
+              });
+              return null;
+            }
+            return migrated;
+          }),
+      )
+      .flat();
+    const operations: IHttpMigrateRoute[] = entire.filter(
+      (o): o is IHttpMigrateRoute => !!o,
     );
@@ -56,4 +52,4 @@ MigrateRouteAccessor.overwrite(operations);
       errors,
-    };
+    } satisfies IHttpMigrateApplication as IHttpMigrateApplication;
   };
 }

src/converters/MigrateRouteAccessor.ts

@@ -1,2 +0,1 @@
-import { OpenApi } from "../OpenApi";
 import { IHttpMigrateRoute } from "../structures/IHttpMigrateRoute";
@@ -8,9 +7,4 @@ import { Escaper } from "../utils/Escaper";
 export namespace MigrateRouteAccessor {
-  export const overwrite = <
-    Schema extends OpenApi.IJsonSchema,
-    Operation extends OpenApi.IOperation<Schema>,
-  >(
-    routes: IHttpMigrateRoute<Schema, Operation>[],
-  ): void => {
-    const dict: Map<string, IElement<Schema, Operation>> = collect((op) =>
+  export const overwrite = (routes: IHttpMigrateRoute[]): void => {
+    const dict: Map<string, IElement> = collect((op) =>
       op.emendedPath
@@ -21,3 +15,3 @@ .split("/")
         .map((str) => (Escaper.variable(str) ? str : `_${str}`)),
-    )(routes) as Map<string, IElement<Schema, Operation>>;
+    )(routes) as Map<string, IElement>;
     for (const props of dict.values())
@@ -51,17 +45,8 @@ props.entries.forEach((entry, i) => {
   const collect =
-    <
-      Schema extends OpenApi.IJsonSchema,
-      Operation extends OpenApi.IOperation<Schema>,
-    >(
-      getter: (r: IHttpMigrateRoute<Schema, Operation>) => string[],
-    ) =>
-    (
-      routes: IHttpMigrateRoute<Schema, Operation>[],
-    ): Map<string, IElement<Schema, Operation>> => {
-      const dict: Map<string, IElement<Schema, Operation>> = new Map();
+    (getter: (r: IHttpMigrateRoute) => string[]) =>
+    (routes: IHttpMigrateRoute[]): Map<string, IElement> => {
+      const dict: Map<string, IElement> = new Map();
       for (const r of routes) {
         const namespace: string[] = getter(r);
-        let last: IElement<Schema, Operation> = MapUtil.take(dict)(
-          namespace.join("."),
-        )(() => ({
+        let last: IElement = MapUtil.take(dict)(namespace.join("."))(() => ({
           namespace,
@@ -77,9 +62,9 @@ children: new Set(),
           const partial: string[] = namespace.slice(0, array.length - i);
-          const element: IElement<Schema, Operation> = MapUtil.take(dict)(
-            partial.join("."),
-          )(() => ({
-            namespace: partial,
-            children: new Set(),
-            entries: [],
-          }));
+          const element: IElement = MapUtil.take(dict)(partial.join("."))(
+            () => ({
+              namespace: partial,
+              children: new Set(),
+              entries: [],
+            }),
+          );
           element.children.add(last.namespace.at(-1)!);
@@ -97,8 +82,3 @@ });
 
-  const getName = <
-    Schema extends OpenApi.IJsonSchema,
-    Operation extends OpenApi.IOperation<Schema>,
-  >(
-    op: IHttpMigrateRoute<Schema, Operation>,
-  ): string => {
+  const getName = (op: IHttpMigrateRoute): string => {
     const method = op.method === "delete" ? "erase" : op.method;
@@ -113,17 +93,11 @@ if (op.parameters.length === 0) return method;
 
-  interface IElement<
-    Schema extends OpenApi.IJsonSchema,
-    Operation extends OpenApi.IOperation<Schema>,
-  > {
+  interface IElement {
     namespace: string[];
-    entries: IEntry<Schema, Operation>[];
+    entries: IEntry[];
     children: Set<string>;
   }
-  interface IEntry<
-    Schema extends OpenApi.IJsonSchema,
-    Operation extends OpenApi.IOperation<Schema>,
-  > {
-    route: IHttpMigrateRoute<Schema, Operation>;
+  interface IEntry {
+    route: IHttpMigrateRoute;
     alias: string;
   }
 }

src/converters/MigrateRouteConverter.ts

@@ -181,3 +181,3 @@ import { OpenApi } from "../OpenApi";
                 ],
-              },
+              } satisfies OpenApi.IJsonSchema.IObject,
             }),
@@ -267,4 +267,4 @@ });
       query: query || null,
-      body: body as IHttpMigrateRoute.IBody | null,
-      success: success as IHttpMigrateRoute.IBody | null,
+      body: body || null,
+      success: success || null,
       exceptions: Object.fromEntries(
@@ -278,6 +278,9 @@ Object.entries(props.operation.responses ?? {})
             {
-              schema: response.content?.["application/json"]?.schema ?? {},
+              schema: (response.content?.["application/json"]?.schema ??
+                {}) satisfies OpenApi.IJsonSchema,
               response: () => response,
-              media: () => response.content?.["application/json"] ?? {},
-            },
+              media: () =>
+                (response.content?.["application/json"] ??
+                  {}) satisfies OpenApi.IJsonSchema,
+            } satisfies IHttpMigrateRoute.IException,
           ]),
@@ -293,3 +296,3 @@ ),
       operation: () => props.operation,
-    };
+    } satisfies IHttpMigrateRoute as IHttpMigrateRoute;
   };
@@ -456,3 +459,5 @@
     props.document.components.schemas[props.name] = props.schema;
-    return { $ref: `#/components/schemas/${props.name}` };
+    return {
+      $ref: `#/components/schemas/${props.name}`,
+    } satisfies OpenApi.IJsonSchema.IReference;
   };
@@ -459,0 +464,0 @@

src/converters/OpenApiV3_1Converter.ts

@@ -0,0 +0,0 @@ import { OpenApi } from "../OpenApi";

src/converters/OpenApiV3Converter.ts

@@ -0,0 +0,0 @@ import { OpenApi } from "../OpenApi";

src/converters/OpenApiV3Downgrader.ts

@@ -0,0 +0,0 @@ import { OpenApi } from "../OpenApi";

src/converters/SwaggerV2Converter.ts

@@ -0,0 +0,0 @@ import { OpenApi } from "../OpenApi";

src/converters/SwaggerV2Downgrader.ts

@@ -0,0 +0,0 @@ import { OpenApi } from "../OpenApi";

src/http/HttpError.ts

@@ -0,0 +0,0 @@ /**

src/http/HttpLlmFunctionFetcher.ts

 import type { HttpLlm } from "../HttpLlm";
 import type { HttpMigration } from "../HttpMigration";
-import { OpenApi } from "../OpenApi";
-import { IHttpLlmApplication } from "../structures/IHttpLlmApplication";
 import { IHttpMigrateRoute } from "../structures/IHttpMigrateRoute";
 import { IHttpResponse } from "../structures/IHttpResponse";
+import { ILlmSchema } from "../structures/ILlmSchema";
 import { HttpMigrateRouteFetcher } from "./HttpMigrateRouteFetcher";
 
 export namespace HttpLlmFunctionFetcher {
-  export const execute = async <
-    Model extends IHttpLlmApplication.Model,
-    Parameters extends
-      IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model],
-    Operation extends OpenApi.IOperation = OpenApi.IOperation,
-    Route extends IHttpMigrateRoute = IHttpMigrateRoute<
-      OpenApi.IJsonSchema,
-      Operation
-    >,
-  >(
-    props: HttpLlm.IFetchProps<Model, Parameters, Operation, Route>,
+  export const execute = <Model extends ILlmSchema.Model>(
+    props: HttpLlm.IFetchProps<Model>,
   ): Promise<unknown> =>
-    HttpMigrateRouteFetcher.execute(getFetchArguments("execute", props));
+    HttpMigrateRouteFetcher.execute(getFetchArguments<Model>("execute", props));
 
-  export const propagate = async <
-    Model extends IHttpLlmApplication.Model,
-    Parameters extends
-      IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model],
-    Operation extends OpenApi.IOperation = OpenApi.IOperation,
-    Route extends IHttpMigrateRoute = IHttpMigrateRoute<
-      OpenApi.IJsonSchema,
-      Operation
-    >,
-  >(
-    props: HttpLlm.IFetchProps<Model, Parameters, Operation, Route>,
+  export const propagate = <Model extends ILlmSchema.Model>(
+    props: HttpLlm.IFetchProps<Model>,
   ): Promise<IHttpResponse> =>
-    HttpMigrateRouteFetcher.propagate(getFetchArguments("propagate", props));
+    HttpMigrateRouteFetcher.propagate(
+      getFetchArguments<Model>("propagate", props),
+    );
 
-  const getFetchArguments = <
-    Model extends IHttpLlmApplication.Model,
-    Parameters extends
-      IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model],
-    Operation extends OpenApi.IOperation = OpenApi.IOperation,
-    Route extends IHttpMigrateRoute = IHttpMigrateRoute<
-      OpenApi.IJsonSchema,
-      Operation
-    >,
-  >(
+  const getFetchArguments = <Model extends ILlmSchema.Model>(
     from: string,
-    props: HttpLlm.IFetchProps<Model, Parameters, Operation, Route>,
+    props: HttpLlm.IFetchProps<Model>,
   ): HttpMigration.IFetchProps => {
-    const route: Route = props.function.route();
+    const route: IHttpMigrateRoute = props.function.route();
     const input: Record<string, any> = props.input;
@@ -53,0 +27,0 @@ const valid: boolean = typeof input === "object" && input !== null;

src/http/HttpMigrateRouteFetcher.ts

@@ -0,0 +0,0 @@ import type { HttpMigration } from "../HttpMigration";

src/HttpLlm.ts

@@ -6,4 +6,2 @@ import { HttpMigration } from "./HttpMigration";
 import { HttpLlmFunctionFetcher } from "./http/HttpLlmFunctionFetcher";
-import { IChatGptSchema } from "./structures/IChatGptSchema";
-import { IGeminiSchema } from "./structures/IGeminiSchema";
 import { IHttpConnection } from "./structures/IHttpConnection";
@@ -13,7 +11,5 @@ import { IHttpLlmApplication } from "./structures/IHttpLlmApplication";
 import { IHttpMigrateApplication } from "./structures/IHttpMigrateApplication";
-import { IHttpMigrateRoute } from "./structures/IHttpMigrateRoute";
 import { IHttpResponse } from "./structures/IHttpResponse";
 import { ILlmFunction } from "./structures/ILlmFunction";
-import { ILlmSchemaV3 } from "./structures/ILlmSchemaV3";
-import { ILlmSchemaV3_1 } from "./structures/ILlmSchemaV3_1";
+import { ILlmSchema } from "./structures/ILlmSchema";
 import { LlmDataMerger } from "./utils/LlmDataMerger";
@@ -48,2 +44,13 @@
   /**
+   * Properties for the LLM function calling application composer.
+   *
+   * @template Model Target LLM model
+   */
+  export interface IApplicationProps<Model extends ILlmSchema.Model> {
+    model: Model;
+    document: OpenApi.IDocument;
+    options?: Partial<IHttpLlmApplication.IOptions<Model>>;
+  }
+
+  /**
    * Convert OpenAPI document to LLM function calling application.
@@ -73,25 +80,10 @@ *
    */
-  export const application = <
-    Model extends IHttpLlmApplication.Model,
-    Parameters extends
-      IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model],
-    Operation extends OpenApi.IOperation = OpenApi.IOperation,
-  >(props: {
-    model: Model;
-    document:
-      | OpenApi.IDocument<OpenApi.IJsonSchema, Operation>
-      | IHttpMigrateApplication<OpenApi.IJsonSchema, Operation>;
-    options?: Partial<
-      IHttpLlmApplication.IOptions<
-        Model,
-        IHttpLlmApplication.ModelSchema[Model]
-      >
-    >;
-  }): IHttpLlmApplication<Model, Parameters> => {
+  export const application = <Model extends ILlmSchema.Model>(
+    props: IApplicationProps<Model>,
+  ): IHttpLlmApplication<Model> => {
     // MIGRATE
-    const migrate: IHttpMigrateApplication =
-      (props.document as OpenApi.IDocument)["x-samchon-emended"] === true
-        ? HttpMigration.application(props.document as OpenApi.IDocument)
-        : (props.document as IHttpMigrateApplication);
-    return HttpLlmConverter.application<Model, Parameters>({
+    const migrate: IHttpMigrateApplication = HttpMigration.application(
+      props.document as OpenApi.IDocument,
+    );
+    return HttpLlmConverter.application<Model>({
       migrate,
@@ -112,16 +104,7 @@ model: props.model,
    */
-  export interface IFetchProps<
-    Model extends IHttpLlmApplication.Model,
-    Parameters extends
-      IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model],
-    Operation extends OpenApi.IOperation = OpenApi.IOperation,
-    Route extends IHttpMigrateRoute = IHttpMigrateRoute<
-      OpenApi.IJsonSchema,
-      Operation
-    >,
-  > {
+  export interface IFetchProps<Model extends ILlmSchema.Model> {
     /**
      * Application of the LLM function calling.
      */
-    application: IHttpLlmApplication<Model, Parameters, Operation>;
+    application: IHttpLlmApplication<Model>;
 
@@ -131,3 +114,3 @@ /**
      */
-    function: IHttpLlmFunction<Parameters, Operation, Route>;
+    function: IHttpLlmFunction<ILlmSchema.Model>;
 
@@ -170,10 +153,5 @@ /**
    */
-  export const execute = <
-    Model extends IHttpLlmApplication.Model,
-    Parameters extends
-      IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model],
-    Operation extends OpenApi.IOperation = OpenApi.IOperation,
-  >(
-    props: IFetchProps<Model, Parameters, Operation>,
-  ): Promise<unknown> => HttpLlmFunctionFetcher.execute(props);
+  export const execute = <Model extends ILlmSchema.Model>(
+    props: IFetchProps<Model>,
+  ): Promise<unknown> => HttpLlmFunctionFetcher.execute<Model>(props);
 
@@ -204,10 +182,5 @@ /**
    */
-  export const propagate = <
-    Model extends IHttpLlmApplication.Model,
-    Parameters extends
-      IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model],
-    Operation extends OpenApi.IOperation = OpenApi.IOperation,
-  >(
-    props: IFetchProps<Model, Parameters, Operation>,
-  ): Promise<IHttpResponse> => HttpLlmFunctionFetcher.propagate(props);
+  export const propagate = <Model extends ILlmSchema.Model>(
+    props: IFetchProps<Model>,
+  ): Promise<IHttpResponse> => HttpLlmFunctionFetcher.propagate<Model>(props);
 
@@ -220,13 +193,7 @@ /* -----------------------------------------------------------
    */
-  export interface IMergeProps<
-    Parameters extends
-      | ILlmSchemaV3.IParameters
-      | ILlmSchemaV3_1.IParameters
-      | IChatGptSchema.IParameters
-      | IGeminiSchema.IParameters,
-  > {
+  export interface IMergeProps {
     /**
      * Metadata of the target function.
      */
-    function: ILlmFunction<Parameters>;
+    function: ILlmFunction<any>;
 
@@ -259,11 +226,4 @@ /**
    */
-  export const mergeParameters = <
-    Parameters extends
-      | ILlmSchemaV3.IParameters
-      | ILlmSchemaV3_1.IParameters
-      | IChatGptSchema.IParameters
-      | IGeminiSchema.IParameters,
-  >(
-    props: IMergeProps<Parameters>,
-  ): object => LlmDataMerger.parameters(props);
+  export const mergeParameters = (props: IMergeProps): object =>
+    LlmDataMerger.parameters(props);
 
@@ -270,0 +230,0 @@ /**

src/HttpMigration.ts

@@ -75,9 +75,5 @@ import { OpenApi } from "./OpenApi";
    */
-  export const application = <
-    Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema,
-    Operation extends OpenApi.IOperation<Schema> = OpenApi.IOperation<Schema>,
-  >(
-    document: OpenApi.IDocument<Schema, Operation>,
-  ): IHttpMigrateApplication<Schema, Operation> =>
-    MigrateConverter.convert(document);
+  export const application = (
+    document: OpenApi.IDocument,
+  ): IHttpMigrateApplication => MigrateConverter.convert(document);
 
@@ -84,0 +80,0 @@ /**

src/index.ts

@@ -0,0 +0,0 @@ //----

src/OpenApi.ts

@@ -64,6 +64,3 @@ import { OpenApiV3 } from "./OpenApiV3";
    */
-  export function convert<
-    Schema extends IJsonSchema = IJsonSchema,
-    Operation extends IOperation<Schema> = IOperation<Schema>,
-  >(
+  export function convert(
     input:
@@ -73,13 +70,10 @@ | SwaggerV2.IDocument
       | OpenApiV3_1.IDocument
-      | OpenApi.IDocument<Schema, Operation>,
-  ): IDocument<Schema, Operation> {
+      | OpenApi.IDocument,
+  ): IDocument {
     if (OpenApiV3_1.is(input))
-      return OpenApiV3_1Converter.convert(input) as IDocument<
-        Schema,
-        Operation
-      >;
+      return OpenApiV3_1Converter.convert(input) as IDocument;
     else if (OpenApiV3.is(input))
-      return OpenApiV3Converter.convert(input) as IDocument<Schema, Operation>;
+      return OpenApiV3Converter.convert(input) as IDocument;
     else if (SwaggerV2.is(input))
-      return SwaggerV2Converter.convert(input) as IDocument<Schema, Operation>;
+      return SwaggerV2Converter.convert(input) as IDocument;
     throw new TypeError("Unrecognized Swagger/OpenAPI version.");
@@ -97,7 +91,4 @@ }
    */
-  export function downgrade<
-    Schema extends IJsonSchema = IJsonSchema,
-    Operation extends IOperation<Schema> = IOperation<Schema>,
-  >(
-    document: IDocument<Schema, Operation>,
+  export function downgrade(
+    document: IDocument,
     version: "2.0",
@@ -115,7 +106,4 @@ ): SwaggerV2.IDocument;
    */
-  export function downgrade<
-    Schema extends IJsonSchema = IJsonSchema,
-    Operation extends IOperation<Schema> = IOperation<Schema>,
-  >(
-    document: IDocument<Schema, Operation>,
+  export function downgrade(
+    document: IDocument,
     version: "3.0",
@@ -127,7 +115,4 @@ ): OpenApiV3.IDocument;
    */
-  export function downgrade<
-    Schema extends IJsonSchema = IJsonSchema,
-    Operation extends IOperation<Schema> = IOperation<Schema>,
-  >(
-    document: IDocument<Schema, Operation>,
+  export function downgrade(
+    document: IDocument,
     version: string,
@@ -151,10 +136,4 @@ ): SwaggerV2.IDocument | OpenApiV3.IDocument {
    * duplicated expressions of OpenAPI v3.1 for the convenience and clarity.
-   *
-   * @template Schema JSON schema type
-   * @template Operation HTTP operation type
    */
-  export interface IDocument<
-    Schema extends IJsonSchema = IJsonSchema,
-    Operation extends IOperation<Schema> = IOperation<Schema>,
-  > {
+  export interface IDocument {
     /**
@@ -183,3 +162,3 @@ * OpenAPI version number.
      */
-    components: IComponents<Schema>;
+    components: IComponents;
 
@@ -191,3 +170,3 @@ /**
      */
-    paths?: Record<string, IPath<Schema, Operation>>;
+    paths?: Record<string, IPath>;
 
@@ -200,3 +179,3 @@ /**
      */
-    webhooks?: Record<string, IPath<Schema, Operation>>;
+    webhooks?: Record<string, IPath>;
 
@@ -390,6 +369,3 @@ /**
    */
-  export interface IPath<
-    Schema extends IJsonSchema = IJsonSchema,
-    Operation extends IOperation<Schema> = IOperation<Schema>,
-  > extends Partial<Record<Method, Operation>> {
+  export interface IPath extends Partial<Record<Method, IOperation>> {
     /**
@@ -417,3 +393,3 @@ * Servers that provide the path operations.
    */
-  export interface IOperation<Schema extends IJsonSchema = IJsonSchema> {
+  export interface IOperation {
     /**
@@ -427,3 +403,3 @@ * Unique string used to identify the operation.
      */
-    parameters?: IOperation.IParameter<Schema>[];
+    parameters?: IOperation.IParameter[];
 
@@ -433,3 +409,3 @@ /**
      */
-    requestBody?: IOperation.IRequestBody<Schema>;
+    requestBody?: IOperation.IRequestBody;
 
@@ -441,3 +417,3 @@ /**
      */
-    responses?: Record<string, IOperation.IResponse<Schema>>;
+    responses?: Record<string, IOperation.IResponse>;
 
@@ -487,3 +463,3 @@ /**
      */
-    export interface IParameter<Schema extends IJsonSchema = IJsonSchema> {
+    export interface IParameter {
       /**
@@ -517,3 +493,3 @@ * Representative name of the parameter.
        */
-      schema: Schema;
+      schema: IJsonSchema;
 
@@ -556,4 +532,4 @@ /**
      */
-    export interface IRequestBody<Schema extends IJsonSchema = IJsonSchema> {
-      content?: IContent<Schema>;
+    export interface IRequestBody {
+      content?: IContent;
       description?: string;
@@ -567,5 +543,5 @@ required?: boolean;
      */
-    export interface IResponse<Schema extends IJsonSchema = IJsonSchema> {
-      headers?: Record<string, IOperation.IParameter<Schema>>;
-      content?: IContent<Schema>;
+    export interface IResponse {
+      headers?: Record<string, IOperation.IParameter>;
+      content?: IContent;
       description?: string;
@@ -578,4 +554,4 @@ "x-nestia-encrypted"?: boolean;
      */
-    export interface IContent<Schema extends IJsonSchema = IJsonSchema>
-      extends Partial<Record<ContentType, IMediaType<Schema>>> {}
+    export interface IContent
+      extends Partial<Record<ContentType, IMediaType>> {}
 
@@ -585,4 +561,4 @@ /**
      */
-    export interface IMediaType<Schema extends IJsonSchema = IJsonSchema> {
-      schema?: Schema;
+    export interface IMediaType {
+      schema?: IJsonSchema;
       example?: any;
@@ -624,3 +600,3 @@ examples?: Record<string, IExample>;
    */
-  export interface IComponents<Schema extends IJsonSchema = IJsonSchema> {
+  export interface IComponents {
     /**
@@ -631,3 +607,3 @@ * An object to hold reusable DTO schemas.
      */
-    schemas?: Record<string, Schema>;
+    schemas?: Record<string, IJsonSchema>;
 
@@ -860,4 +836,3 @@ /**
      */
-    export interface IArray<Schema extends IJsonSchema = IJsonSchema>
-      extends __ISignificant<"array"> {
+    export interface IArray extends __ISignificant<"array"> {
       /**
@@ -869,3 +844,3 @@ * Items type info.
        */
-      items: Schema;
+      items: IJsonSchema;
 
@@ -901,4 +876,3 @@ /**
      */
-    export interface ITuple<Schema extends IJsonSchema = IJsonSchema>
-      extends __ISignificant<"array"> {
+    export interface ITuple extends __ISignificant<"array"> {
       /**
@@ -913,3 +887,3 @@ * Prefix items.
        */
-      prefixItems: Schema[];
+      prefixItems: IJsonSchema[];
 
@@ -931,3 +905,3 @@ /**
        */
-      additionalItems?: boolean | Schema;
+      additionalItems?: boolean | IJsonSchema;
 
@@ -963,4 +937,3 @@ /**
      */
-    export interface IObject<Schema extends IJsonSchema = IJsonSchema>
-      extends __ISignificant<"object"> {
+    export interface IObject extends __ISignificant<"object"> {
       /**
@@ -976,3 +949,3 @@ * Properties of the object.
        */
-      properties?: Record<string, Schema>;
+      properties?: Record<string, IJsonSchema>;
 
@@ -993,3 +966,3 @@ /**
        */
-      additionalProperties?: boolean | Schema;
+      additionalProperties?: boolean | IJsonSchema;
 
@@ -1059,8 +1032,7 @@ /**
      */
-    export interface IOneOf<Schema extends IJsonSchema = IJsonSchema>
-      extends __IAttribute {
+    export interface IOneOf extends __IAttribute {
       /**
        * List of the union types.
        */
-      oneOf: Exclude<Schema, IJsonSchema.IOneOf<Schema>>[];
+      oneOf: Exclude<IJsonSchema, IJsonSchema.IOneOf>[];
 
@@ -1067,0 +1039,0 @@ /**

src/OpenApiV3_1.ts

@@ -0,0 +0,0 @@ /**

src/OpenApiV3.ts

@@ -0,0 +0,0 @@ /**

src/structures/IChatGptSchema.ts

@@ -0,0 +0,0 @@ /**

src/structures/IClaudeSchema.ts

@@ -0,0 +0,0 @@ import { ILlmSchemaV3_1 } from "./ILlmSchemaV3_1";

src/structures/IGeminiSchema.ts

@@ -0,0 +0,0 @@ /**

src/structures/IHttpConnection.ts

@@ -18,5 +18,3 @@ /// <reference lib="dom" />
  */
-export interface IHttpConnection<
-  Headers extends object | undefined = object | undefined,
-> {
+export interface IHttpConnection {
   /**
@@ -30,4 +28,3 @@ * Host address of the remote HTTP server.
    */
-  headers?: Record<string, IHttpConnection.HeaderValue> &
-    IHttpConnection.Headerify<Headers>;
+  headers?: Record<string, IHttpConnection.HeaderValue>;
 
@@ -155,65 +152,65 @@ /**
 
-  /**
-   * Type of headers
-   *
-   * `Headerify` removes every properties that are not allowed in the
-   * HTTP headers type.
-   *
-   * Below are list of prohibited in HTTP headers.
-   *
-   * 1. Value type one of {@link HeaderValue}
-   * 2. Key is "set-cookie", but value is not an Array type
-   * 3. Key is one of them, but value is Array type
-   *   - "age"
-   *   - "authorization"
-   *   - "content-length"
-   *   - "content-type"
-   *   - "etag"
-   *   - "expires"
-   *   - "from"
-   *   - "host"
-   *   - "if-modified-since"
-   *   - "if-unmodified-since"
-   *   - "last-modified"
-   *   - "location"
-   *   - "max-forwards"
-   *   - "proxy-authorization"
-   *   - "referer"
-   *   - "retry-after"
-   *   - "server"
-   *   - "user-agent"
-   */
-  export type Headerify<T extends object | undefined> = {
-    [P in keyof T]?: T[P] extends HeaderValue | undefined
-      ? P extends string
-        ? Lowercase<P> extends "set-cookie"
-          ? T[P] extends Array<HeaderValue>
-            ? T[P] | undefined
-            : never
-          : Lowercase<P> extends
-                | "age"
-                | "authorization"
-                | "content-length"
-                | "content-type"
-                | "etag"
-                | "expires"
-                | "from"
-                | "host"
-                | "if-modified-since"
-                | "if-unmodified-since"
-                | "last-modified"
-                | "location"
-                | "max-forwards"
-                | "proxy-authorization"
-                | "referer"
-                | "retry-after"
-                | "server"
-                | "user-agent"
-            ? T[P] extends Array<HeaderValue>
-              ? never
-              : T[P] | undefined
-            : T[P] | undefined
-        : never
-      : never;
-  };
+  // /**
+  //  * Type of headers
+  //  *
+  //  * `Headerify` removes every properties that are not allowed in the
+  //  * HTTP headers type.
+  //  *
+  //  * Below are list of prohibited in HTTP headers.
+  //  *
+  //  * 1. Value type one of {@link HeaderValue}
+  //  * 2. Key is "set-cookie", but value is not an Array type
+  //  * 3. Key is one of them, but value is Array type
+  //  *   - "age"
+  //  *   - "authorization"
+  //  *   - "content-length"
+  //  *   - "content-type"
+  //  *   - "etag"
+  //  *   - "expires"
+  //  *   - "from"
+  //  *   - "host"
+  //  *   - "if-modified-since"
+  //  *   - "if-unmodified-since"
+  //  *   - "last-modified"
+  //  *   - "location"
+  //  *   - "max-forwards"
+  //  *   - "proxy-authorization"
+  //  *   - "referer"
+  //  *   - "retry-after"
+  //  *   - "server"
+  //  *   - "user-agent"
+  //  */
+  // export type Headerify<T extends object | undefined> = {
+  //   [P in keyof T]?: T[P] extends HeaderValue | undefined
+  //     ? P extends string
+  //       ? Lowercase<P> extends "set-cookie"
+  //         ? T[P] extends Array<HeaderValue>
+  //           ? T[P] | undefined
+  //           : never
+  //         : Lowercase<P> extends
+  //               | "age"
+  //               | "authorization"
+  //               | "content-length"
+  //               | "content-type"
+  //               | "etag"
+  //               | "expires"
+  //               | "from"
+  //               | "host"
+  //               | "if-modified-since"
+  //               | "if-unmodified-since"
+  //               | "last-modified"
+  //               | "location"
+  //               | "max-forwards"
+  //               | "proxy-authorization"
+  //               | "referer"
+  //               | "retry-after"
+  //               | "server"
+  //               | "user-agent"
+  //           ? T[P] extends Array<HeaderValue>
+  //             ? never
+  //             : T[P] | undefined
+  //           : T[P] | undefined
+  //       : never
+  //     : never;
+  // };
 }

src/structures/IHttpLlmApplication.ts

@@ -5,2 +5,3 @@ import { OpenApi } from "../OpenApi";
 import { ILlmApplication } from "./ILlmApplication";
+import { ILlmSchema } from "./ILlmSchema";
 import { ILlmSchemaV3 } from "./ILlmSchemaV3";
@@ -71,9 +72,3 @@
  */
-export interface IHttpLlmApplication<
-  Model extends IHttpLlmApplication.Model,
-  Parameters extends
-    IHttpLlmApplication.ModelParameters[Model] = IHttpLlmApplication.ModelParameters[Model],
-  Operation extends OpenApi.IOperation = OpenApi.IOperation,
-  Route extends IHttpMigrateRoute = IHttpMigrateRoute,
-> {
+export interface IHttpLlmApplication<Model extends ILlmSchema.Model> {
   /**
@@ -92,3 +87,3 @@ * Model of the target LLM.
    */
-  functions: IHttpLlmFunction<Parameters, Operation, Route>[];
+  functions: IHttpLlmFunction<Model>[];
 
@@ -98,3 +93,3 @@ /**
    */
-  errors: IHttpLlmApplication.IError<Operation, Route>[];
+  errors: IHttpLlmApplication.IError[];
 
@@ -104,13 +99,5 @@ /**
    */
-  options: IHttpLlmApplication.IOptions<
-    Model,
-    IHttpLlmApplication.ModelSchema[Model]
-  >;
+  options: IHttpLlmApplication.IOptions<Model>;
 }
 export namespace IHttpLlmApplication {
-  export import Model = ILlmApplication.Model;
-  export import ModelParameters = ILlmApplication.ModelParameters;
-  export import ModelSchema = ILlmApplication.ModelSchema;
-  export import ModelConfig = ILlmApplication.ModelConfig;
-
   export import IOptions = ILlmApplication.IOptions;
@@ -121,6 +108,3 @@
    */
-  export interface IError<
-    Operation extends OpenApi.IOperation = OpenApi.IOperation,
-    Route extends IHttpMigrateRoute = IHttpMigrateRoute,
-  > {
+  export interface IError {
     /**
@@ -146,3 +130,3 @@ * HTTP method of the endpoint.
      */
-    operation: () => Operation;
+    operation: () => OpenApi.IOperation;
 
@@ -159,4 +143,4 @@ /**
      */
-    route: () => Route | undefined;
+    route: () => IHttpMigrateRoute | undefined;
   }
 }

src/structures/IHttpLlmFunction.ts

@@ -5,2 +5,3 @@ import { OpenApi } from "../OpenApi";
 import { IHttpMigrateRoute } from "./IHttpMigrateRoute";
+import { ILlmSchema } from "./ILlmSchema";
 import { ILlmSchemaV3 } from "./ILlmSchemaV3";
@@ -61,11 +62,3 @@ import { ILlmSchemaV3_1 } from "./ILlmSchemaV3_1";
  */
-export interface IHttpLlmFunction<
-  Parameters extends
-    | ILlmSchemaV3.IParameters
-    | ILlmSchemaV3_1.IParameters
-    | IChatGptSchema.IParameters
-    | IGeminiSchema.IParameters,
-  Operation extends OpenApi.IOperation = OpenApi.IOperation,
-  Route extends IHttpMigrateRoute = IHttpMigrateRoute,
-> {
+export interface IHttpLlmFunction<Model extends ILlmSchema.Model> {
   /**
@@ -155,3 +148,3 @@ * HTTP method of the endpoint.
    */
-  parameters: Parameters;
+  parameters: ILlmSchema.ModelParameters[Model];
 
@@ -163,3 +156,3 @@ /**
    */
-  separated?: IHttpLlmFunction.ISeparated<Parameters>;
+  separated?: IHttpLlmFunction.ISeparated<ILlmSchema.ModelParameters[Model]>;
 
@@ -172,3 +165,3 @@ /**
    */
-  output?: Parameters | undefined;
+  output?: ILlmSchema.ModelSchema[Model] | undefined;
 
@@ -224,3 +217,3 @@ /**
    */
-  operation: () => Operation;
+  operation: () => OpenApi.IOperation;
 
@@ -234,3 +227,3 @@ /**
    */
-  route: () => Route;
+  route: () => IHttpMigrateRoute;
 }
@@ -237,0 +230,0 @@ export namespace IHttpLlmFunction {

src/structures/IHttpMigrateApplication.ts

@@ -18,10 +18,7 @@ import { OpenApi } from "../OpenApi";
  */
-export interface IHttpMigrateApplication<
-  Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema,
-  Operation extends OpenApi.IOperation<Schema> = OpenApi.IOperation<Schema>,
-> {
+export interface IHttpMigrateApplication {
   /**
    * List of routes for migration.
    */
-  routes: IHttpMigrateRoute<Schema, Operation>[];
+  routes: IHttpMigrateRoute[];
 
@@ -31,3 +28,3 @@ /**
    */
-  errors: IHttpMigrateApplication.IError<Operation>[];
+  errors: IHttpMigrateApplication.IError[];
 
@@ -37,3 +34,3 @@ /**
    */
-  document: () => OpenApi.IDocument<Schema, Operation>;
+  document: () => OpenApi.IDocument;
 }
@@ -44,10 +41,7 @@ export namespace IHttpMigrateApplication {
    */
-  export interface IError<
-    Operation extends
-      OpenApi.IOperation<any> = OpenApi.IOperation<OpenApi.IJsonSchema>,
-  > {
+  export interface IError {
     /**
      * Target operation causing the error.
      */
-    operation: () => Operation;
+    operation: () => OpenApi.IOperation;
 
@@ -54,0 +48,0 @@ /**

src/structures/IHttpMigrateRoute.ts

@@ -16,6 +16,3 @@ import { OpenApi } from "../OpenApi";
  */
-export interface IHttpMigrateRoute<
-  Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema,
-  Operation extends OpenApi.IOperation<Schema> = OpenApi.IOperation<Schema>,
-> {
+export interface IHttpMigrateRoute {
   /**
@@ -82,3 +79,3 @@ * Method of the route.
    */
-  parameters: IHttpMigrateRoute.IParameter<Schema>[];
+  parameters: IHttpMigrateRoute.IParameter[];
 
@@ -100,3 +97,3 @@ /**
    */
-  headers: IHttpMigrateRoute.IHeaders<Schema> | null;
+  headers: IHttpMigrateRoute.IHeaders | null;
 
@@ -118,3 +115,3 @@ /**
    */
-  query: IHttpMigrateRoute.IQuery<Schema> | null;
+  query: IHttpMigrateRoute.IQuery | null;
 
@@ -130,3 +127,3 @@ /**
    */
-  body: IHttpMigrateRoute.IBody<Schema> | null;
+  body: IHttpMigrateRoute.IBody | null;
 
@@ -142,3 +139,3 @@ /**
    */
-  success: IHttpMigrateRoute.IBody<Schema> | null;
+  success: IHttpMigrateRoute.IBody | null;
 
@@ -156,3 +153,3 @@ /**
    */
-  exceptions: Record<string, IHttpMigrateRoute.IException<Schema>>;
+  exceptions: Record<string, IHttpMigrateRoute.IException>;
 
@@ -181,3 +178,3 @@ /**
    */
-  operation: () => Operation;
+  operation: () => OpenApi.IOperation;
 }
@@ -188,5 +185,3 @@ export namespace IHttpMigrateRoute {
    */
-  export interface IParameter<
-    Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema,
-  > {
+  export interface IParameter {
     /**
@@ -205,3 +200,3 @@ * Name of the path parameter.
      */
-    schema: Schema;
+    schema: OpenApi.IJsonSchema;
 
@@ -214,3 +209,3 @@ /**
      */
-    parameter: () => OpenApi.IOperation.IParameter<Schema>;
+    parameter: () => OpenApi.IOperation.IParameter;
   }
@@ -221,5 +216,3 @@
    */
-  export interface IHeaders<
-    Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema,
-  > {
+  export interface IHeaders {
     /**
@@ -238,3 +231,3 @@ * Name of the headers parameter.
      */
-    schema: Schema;
+    schema: OpenApi.IJsonSchema;
     title: () => string | undefined;
@@ -249,8 +242,6 @@ description: () => string | undefined;
    */
-  export interface IQuery<
-    Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema,
-  > {
+  export interface IQuery {
     name: string;
     key: string;
-    schema: Schema;
+    schema: OpenApi.IJsonSchema;
     title: () => string | undefined;
@@ -265,5 +256,3 @@ description: () => string | undefined;
    */
-  export interface IBody<
-    Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema,
-  > {
+  export interface IBody {
     /**
@@ -291,3 +280,3 @@ * Name of the body parameter.
      */
-    schema: Schema;
+    schema: OpenApi.IJsonSchema;
 
@@ -302,3 +291,3 @@ /**
      */
-    media: () => OpenApi.IOperation.IMediaType<Schema>;
+    media: () => OpenApi.IOperation.IMediaType;
 
@@ -314,9 +303,7 @@ /**
    */
-  export interface IException<
-    Schema extends OpenApi.IJsonSchema = OpenApi.IJsonSchema,
-  > {
+  export interface IException {
     /**
      * Metadata of response body data type.
      */
-    schema: Schema;
+    schema: OpenApi.IJsonSchema;
 
@@ -326,3 +313,3 @@ /**
      */
-    response: () => OpenApi.IOperation.IResponse<Schema>;
+    response: () => OpenApi.IOperation.IResponse;
 
@@ -332,4 +319,4 @@ /**
      */
-    media: () => OpenApi.IOperation.IMediaType<Schema>;
+    media: () => OpenApi.IOperation.IMediaType;
   }
 }

src/structures/IHttpResponse.ts

@@ -0,0 +0,0 @@ /**

src/structures/ILlamaSchema.ts

@@ -0,0 +0,0 @@ import { ILlmSchemaV3_1 } from "./ILlmSchemaV3_1";

src/structures/ILlmApplication.ts

@@ -1,8 +0,4 @@
-import { IChatGptSchema } from "./IChatGptSchema";
-import { IClaudeSchema } from "./IClaudeSchema";
 import { IGeminiSchema } from "./IGeminiSchema";
-import { ILlamaSchema } from "./ILlamaSchema";
 import { ILlmFunction } from "./ILlmFunction";
-import { ILlmSchemaV3 } from "./ILlmSchemaV3";
-import { ILlmSchemaV3_1 } from "./ILlmSchemaV3_1";
+import { ILlmSchema } from "./ILlmSchema";
 
@@ -14,3 +10,3 @@ /**
  * {@link ILlmFunction LLM function calling schemas}, composed from a native
- * TypeScript class (or interface) type by the `typia.llm.application<App>()`
+ * TypeScript class (or interface) type by the `typia.llm.application<App, Model>()`
  * function.
@@ -33,7 +29,3 @@ *
  */
-export interface ILlmApplication<
-  Model extends ILlmApplication.Model,
-  Parameters extends
-    ILlmApplication.ModelParameters[Model] = ILlmApplication.ModelParameters[Model],
-> {
+export interface ILlmApplication<Model extends ILlmSchema.Model> {
   /**
@@ -49,3 +41,3 @@ * Model of the LLM.
    */
-  functions: ILlmFunction<Parameters>[];
+  functions: ILlmFunction<Model>[];
 
@@ -55,38 +47,9 @@ /**
    */
-  options: ILlmApplication.IOptions<Model, ILlmApplication.ModelSchema[Model]>;
+  options: ILlmApplication.IOptions<Model>;
 }
 export namespace ILlmApplication {
-  export type Model = "chatgpt" | "claude" | "gemini" | "llama" | "3.0" | "3.1";
-  export type ModelParameters = {
-    chatgpt: IChatGptSchema.IParameters;
-    claude: IClaudeSchema.IParameters;
-    gemini: IGeminiSchema.IParameters;
-    llama: ILlamaSchema.IParameters;
-    "3.0": ILlmSchemaV3.IParameters;
-    "3.1": ILlmSchemaV3_1.IParameters;
-  };
-  export type ModelSchema = {
-    chatgpt: IChatGptSchema;
-    claude: IClaudeSchema;
-    gemini: IGeminiSchema;
-    llama: ILlamaSchema;
-    "3.0": ILlmSchemaV3;
-    "3.1": ILlmSchemaV3_1;
-  };
-  export type ModelConfig = {
-    chatgpt: IChatGptSchema.IConfig;
-    claude: IClaudeSchema.IConfig;
-    gemini: IGeminiSchema.IConfig;
-    llama: ILlamaSchema.IConfig;
-    "3.0": ILlmSchemaV3.IConfig;
-    "3.1": ILlmSchemaV3_1.IConfig;
-  };
-
   /**
    * Options for application composition.
    */
-  export type IOptions<
-    Model extends ILlmApplication.Model,
-    Schema extends ModelSchema[Model] = ModelSchema[Model],
-  > = {
+  export type IOptions<Model extends ILlmSchema.Model> = {
     /**
@@ -120,4 +83,4 @@ * Separator function for the parameters.
      */
-    separate: null | ((schema: Schema) => boolean);
-  } & ModelConfig[Model];
+    separate: null | ((schema: ILlmSchema.ModelSchema[Model]) => boolean);
+  } & ILlmSchema.ModelConfig[Model];
 }

src/structures/ILlmFunction.ts

 import { IChatGptSchema } from "./IChatGptSchema";
 import { IClaudeSchema } from "./IClaudeSchema";
 import { IGeminiSchema } from "./IGeminiSchema";
+import { ILlmSchema } from "./ILlmSchema";
 import { ILlmSchemaV3 } from "./ILlmSchemaV3";
@@ -29,10 +30,3 @@ import { ILlmSchemaV3_1 } from "./ILlmSchemaV3_1";
  */
-export interface ILlmFunction<
-  Parameters extends
-    | IChatGptSchema.IParameters
-    | IClaudeSchema.IParameters
-    | IGeminiSchema.IParameters
-    | ILlmSchemaV3.IParameters
-    | ILlmSchemaV3_1.IParameters,
-> {
+export interface ILlmFunction<Model extends ILlmSchema.Model> {
   /**
@@ -46,3 +40,3 @@ * Representative name of the function.
    */
-  parameters: Parameters;
+  parameters: ILlmSchema.ModelParameters[Model];
 
@@ -52,3 +46,3 @@ /**
    */
-  separated?: ILlmFunction.ISeparated<Parameters>;
+  separated?: ILlmFunction.ISeparated<ILlmSchema.ModelParameters[Model]>;
 
@@ -61,3 +55,3 @@ /**
    */
-  output?: Parameters["properties"][string];
+  output?: ILlmSchema.ModelSchema[Model];
 
@@ -64,0 +58,0 @@ /**

src/structures/ILlmSchema.ts

@@ -1,2 +0,7 @@
-import { ILlmApplication } from "./ILlmApplication";
+import { IChatGptSchema } from "./IChatGptSchema";
+import { IClaudeSchema } from "./IClaudeSchema";
+import { IGeminiSchema } from "./IGeminiSchema";
+import { ILlamaSchema } from "./ILlamaSchema";
+import { ILlmSchemaV3 } from "./ILlmSchemaV3";
+import { ILlmSchemaV3_1 } from "./ILlmSchemaV3_1";
 
@@ -16,7 +21,32 @@ /**
  */
-export type ILlmSchema<
-  Model extends ILlmApplication.Model = ILlmApplication.Model,
-> = ILlmApplication.ModelSchema[Model];
+export type ILlmSchema<Model extends ILlmSchema.Model = ILlmSchema.Model> =
+  ILlmSchema.ModelSchema[Model];
 
 export namespace ILlmSchema {
+  export type Model = "chatgpt" | "claude" | "gemini" | "llama" | "3.0" | "3.1";
+  export interface ModelConfig {
+    chatgpt: IChatGptSchema.IConfig;
+    claude: IClaudeSchema.IConfig;
+    gemini: IGeminiSchema.IConfig;
+    llama: ILlamaSchema.IConfig;
+    "3.0": ILlmSchemaV3.IConfig;
+    "3.1": ILlmSchemaV3_1.IConfig;
+  }
+  export interface ModelParameters {
+    chatgpt: IChatGptSchema.IParameters;
+    claude: IClaudeSchema.IParameters;
+    gemini: IGeminiSchema.IParameters;
+    llama: ILlamaSchema.IParameters;
+    "3.0": ILlmSchemaV3.IParameters;
+    "3.1": ILlmSchemaV3_1.IParameters;
+  }
+  export interface ModelSchema {
+    chatgpt: IChatGptSchema;
+    claude: IClaudeSchema;
+    gemini: IGeminiSchema;
+    llama: ILlamaSchema;
+    "3.0": ILlmSchemaV3;
+    "3.1": ILlmSchemaV3_1;
+  }
+
   /**
@@ -32,5 +62,4 @@ * Type of function parameters.
    */
-  export type IParameters<
-    Model extends ILlmApplication.Model = ILlmApplication.Model,
-  > = ILlmApplication.ModelParameters[Model];
+  export type IParameters<Model extends ILlmSchema.Model = ILlmSchema.Model> =
+    ILlmSchema.ModelParameters[Model];
 
@@ -40,5 +69,4 @@ /**
    */
-  export type IConfig<
-    Model extends ILlmApplication.Model = ILlmApplication.Model,
-  > = ILlmApplication.ModelConfig[Model];
+  export type IConfig<Model extends ILlmSchema.Model = ILlmSchema.Model> =
+    ILlmSchema.ModelConfig[Model];
 }

src/structures/ILlmSchemaV3_1.ts

@@ -0,0 +0,0 @@ /**

src/structures/ILlmSchemaV3.ts

@@ -264,4 +264,3 @@ /**
    */
-  export interface IArray<Schema extends ILlmSchemaV3 = ILlmSchemaV3>
-    extends __ISignificant<"array"> {
+  export interface IArray extends __ISignificant<"array"> {
     /**
@@ -273,3 +272,3 @@ * Items type schema info.
      */
-    items: Schema;
+    items: ILlmSchemaV3;
 
@@ -305,4 +304,3 @@ /**
    */
-  export interface IObject<Schema extends ILlmSchemaV3 = ILlmSchemaV3>
-    extends __ISignificant<"object"> {
+  export interface IObject extends __ISignificant<"object"> {
     /**
@@ -318,3 +316,3 @@ * Properties of the object.
      */
-    properties: Record<string, Schema>;
+    properties: Record<string, ILlmSchemaV3>;
 
@@ -404,8 +402,7 @@ /**
    */
-  export interface IOneOf<Schema extends ILlmSchemaV3 = ILlmSchemaV3>
-    extends __IAttribute {
+  export interface IOneOf extends __IAttribute {
     /**
      * List of the union types.
      */
-    oneOf: Exclude<Schema, ILlmSchemaV3.IOneOf<Schema>>[];
+    oneOf: Exclude<ILlmSchemaV3, ILlmSchemaV3.IOneOf>[];
   }
@@ -412,0 +409,0 @@

src/SwaggerV2.ts

@@ -0,0 +0,0 @@ /**

src/utils/ChatGptTypeChecker.ts

@@ -0,0 +0,0 @@ import { IChatGptSchema } from "../structures/IChatGptSchema";

src/utils/ClaudeTypeChecker.ts

 import { LlmTypeCheckerV3_1 } from "./LlmTypeCheckerV3_1";
 
 export import ClaudeTypeChecker = LlmTypeCheckerV3_1;

src/utils/Escaper.ts

@@ -0,0 +0,0 @@ export namespace Escaper {

src/utils/GeminiTypeChecker.ts

@@ -0,0 +0,0 @@ import { IGeminiSchema } from "../structures/IGeminiSchema";

src/utils/internal/JsonDescriptionUtil.ts

@@ -0,0 +0,0 @@ import { OpenApi } from "../../OpenApi";

src/utils/internal/OpenApiTypeCheckerBase.ts

@@ -0,0 +0,0 @@ import { OpenApi } from "../../OpenApi";

src/utils/LlamaTypeChecker.ts

 import { LlmTypeCheckerV3_1 } from "./LlmTypeCheckerV3_1";
 
 export import LlamaTypeChecker = LlmTypeCheckerV3_1;

src/utils/LlmDataMerger.ts

@@ -1,6 +0,3 @@
-import { IChatGptSchema } from "../structures/IChatGptSchema";
-import { IGeminiSchema } from "../structures/IGeminiSchema";
 import { ILlmFunction } from "../structures/ILlmFunction";
-import { ILlmSchemaV3 } from "../structures/ILlmSchemaV3";
-import { ILlmSchemaV3_1 } from "../structures/ILlmSchemaV3_1";
+import { ILlmSchema } from "../structures/ILlmSchema";
 
@@ -16,13 +13,7 @@ /**
    */
-  export interface IProps<
-    Parameters extends
-      | ILlmSchemaV3.IParameters
-      | ILlmSchemaV3_1.IParameters
-      | IChatGptSchema.IParameters
-      | IGeminiSchema.IParameters,
-  > {
+  export interface IProps {
     /**
      * Target function to call.
      */
-    function: ILlmFunction<Parameters>;
+    function: ILlmFunction<ILlmSchema.Model>;
 
@@ -55,11 +46,3 @@ /**
    */
-  export const parameters = <
-    Parameters extends
-      | ILlmSchemaV3.IParameters
-      | ILlmSchemaV3_1.IParameters
-      | IChatGptSchema.IParameters
-      | IGeminiSchema.IParameters,
-  >(
-    props: IProps<Parameters>,
-  ): object => {
+  export const parameters = (props: IProps): object => {
     const separated = props.function.separated;
@@ -66,0 +49,0 @@ if (separated === undefined)

src/utils/LlmTypeCheckerV3_1.ts

@@ -0,0 +0,0 @@ import { ILlmSchemaV3_1 } from "../structures/ILlmSchemaV3_1";

src/utils/LlmTypeCheckerV3.ts

@@ -0,0 +0,0 @@ import { ILlmSchemaV3 } from "../structures/ILlmSchemaV3";

src/utils/MapUtil.ts

@@ -0,0 +0,0 @@ export namespace MapUtil {

src/utils/NamingConvention.ts

@@ -0,0 +0,0 @@ import { StringUtil } from "./StringUtil";

src/utils/OpenApiContraintShifter.ts

@@ -0,0 +0,0 @@ import { OpenApi } from "../OpenApi";

src/utils/OpenApiTypeChecker.ts

@@ -0,0 +0,0 @@ import { OpenApi } from "../OpenApi";

src/utils/StringUtil.ts

@@ -0,0 +0,0 @@ import { NamingConvention } from "./NamingConvention";

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