atom change and reasoning

self_hosted_env/voice_agent/core/container.py

+import os
+from pathlib import Path
+import sys
+sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))
+
+
+class DIContainer:
+    def __init__(self):
+        from . import AppConfig
+        from repositories import MinIOStorageRepository
+        from services import (
+            AudioService, ChatService, HealthService, ResponseService, 
+            ResponseManager, OpenAIService, AgentService, ConnectionPool, 
+            LanguageSegmentationService, DataIngestionService, MCQService,
+            PGVectorService, ChatDatabaseService, ReasoningService
+        )
+
+        self.config = AppConfig.from_env()
+        self.storage_repo = MinIOStorageRepository(self.config)
+        self.response_manager = ResponseManager()
+        
+        # Initialize OpenAI and Agent services
+        self.openai_service = OpenAIService()
+
+        self.pool_handler = ConnectionPool(
+            dbname=os.getenv("POSTGRES_DB"),
+            user=os.getenv("POSTGRES_USER"),
+            password=os.getenv("POSTGRES_PASSWORD"),
+            host=os.getenv("DB_HOST"),
+            port=int(os.getenv("DB_PORT"))
+        )
+        print(os.getenv("DB_HOST"), os.getenv("POSTGRES_DB"), os.getenv("POSTGRES_USER"))
+        self.chat_db_service = ChatDatabaseService(self.pool_handler)
+        self.pgvector_service = PGVectorService(self.pool_handler)
+        self.agent_service = AgentService(
+            use_pgvector=True, 
+            pgvector=self.pgvector_service,
+            db_service=self.chat_db_service
+        )
+        self.mcq_service = MCQService(self.pgvector_service, self.chat_db_service)
+
+        self.data_ingestion_service = DataIngestionService(pool_handler=self.pool_handler)
+
+
+        # Initialize services
+        self.audio_service = AudioService(self.storage_repo, self.config.minio_bucket)
+        self.segmentation_service = LanguageSegmentationService()
+        self.chat_service = ChatService(
+            self.storage_repo, 
+            self.response_manager, 
+            self.config,
+            self.openai_service,
+            self.agent_service,
+            self.segmentation_service
+        )
+        self.response_service = ResponseService(self.response_manager, self.audio_service)
+        self.health_service = HealthService(self.storage_repo, self.config)
+
+        self.reasoning_service = ReasoningService(
+        pgvector=self.pgvector_service,
+        db_service=self.chat_db_service,
+        openai_service=self.openai_service,
+        tts_service=self.agent_service.tts_service
+        )
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