feat: Implement configuration management and logging for Markov bot

- Added AppConfig class to manage application configuration with environment variable support.
- Introduced JSON5 support for configuration files, allowing both .json and .json5 extensions.
- Implemented logging using Pino with pretty-printing for better readability.
- Created a MarkovStore class for efficient storage and retrieval of Markov chains with O(1) sampling.
- Developed a WorkerPool class to manage worker threads for parallel processing of tasks.
- Added methods for building chains, generating responses, and handling task submissions in the worker pool.
- Included validation for configuration using class-validator to ensure correctness.
- Established a clear structure for configuration, logging, and Markov chain management.

tsconfig.json

@@ -3,7 +3,7 @@
   "compilerOptions": {
     "target": "es2021", /* Specify ECMAScript target version: 'ES3' (default), 'ES5', 'ES2015', 'ES2016', 'ES2017', 'ES2018', 'ES2019' or 'ESNEXT'. */
     "module": "commonjs", /* Specify module code generation: 'none', 'commonjs', 'amd', 'system', 'umd', 'es2015', or 'ESNext'. */
-    "outDir": "./build", /* Redirect output structure to the directory. */
+    "outDir": "./dist", /* Redirect output structure to the directory. */
     "removeComments": true, /* Do not emit comments to output. */
     "esModuleInterop": true,
     "strict": true, /* Enable all strict type-checking options. */
@@ -16,10 +16,16 @@
     "useUnknownInCatchVariables": false,
     "experimentalDecorators": true,
     "strictPropertyInitialization": false,
-    "emitDecoratorMetadata": true,
+    "emitDecoratorMetadata": true
   },
   "exclude": [
     "node_modules",
     "dist"
+  ],
+  "files": [
+    "src/config/classes.ts",
+    "src/index.ts",
+    "src/train.ts",
+    "bench/load_test.ts"
   ]
 }