Refactor

.env

@@ -0,0 +1,16 @@
+# Pinecone configuration
+PINECONE_API_KEY=your_pinecone_api_key
+PINECONE_ENV=your_pinecone_environment
+
+# Logging configuration
+AUDIOKIT_LOG_LEVEL=INFO
+AUDIOKIT_LOG_FILE=logs/audiokit.log
+
+# Directory configuration
+AUDIOKIT_MODELS_DIR=models
+AUDIOKIT_OUTPUT_DIR=output
+AUDIOKIT_TEMP_DIR=temp
+
+# Soundcharts API (optional)
+SOUNDCHARTS_APP_ID=your_app_id
+SOUNDCHARTS_API_KEY=your_api_key 

audiokit/core/config.py

@@ -8,25 +8,29 @@
 import os
 from pathlib import Path
 from typing import Optional, Dict, Any
+from dotenv import load_dotenv
 
 from .logging import get_logger
 
+# Load environment variables from .env file
+load_dotenv()
+
 logger = get_logger(__name__)
 
 class Config:
     """Global configuration settings."""
 
     def __init__(self):
         """Initialize configuration with environment variables."""
-        self.log_level = os.getenv("AUDIOKIT_LOG_LEVEL", "INFO")
-        self.log_file = os.getenv("AUDIOKIT_LOG_FILE")
-        self.models_dir = os.getenv("AUDIOKIT_MODELS_DIR", "models")
-        self.output_dir = os.getenv("AUDIOKIT_OUTPUT_DIR", "output")
-        self.temp_dir = os.getenv("AUDIOKIT_TEMP_DIR", "temp")
+        self.log_level = self.get("AUDIOKIT_LOG_LEVEL", "INFO")
+        self.log_file = self.get("AUDIOKIT_LOG_FILE")
+        self.models_dir = self.get("AUDIOKIT_MODELS_DIR", "models")
+        self.output_dir = self.get("AUDIOKIT_OUTPUT_DIR", "output")
+        self.temp_dir = self.get("AUDIOKIT_TEMP_DIR", "temp")
 
         # API credentials
-        self.soundcharts_app_id = os.getenv("SOUNDCHARTS_APP_ID")
-        self.soundcharts_api_key = os.getenv("SOUNDCHARTS_API_KEY")
+        self.soundcharts_app_id = self.get("SOUNDCHARTS_APP_ID")
+        self.soundcharts_api_key = self.get("SOUNDCHARTS_API_KEY")
 
         # Create necessary directories
         self._setup_directories()
@@ -62,5 +66,16 @@ def to_dict(self) -> Dict[str, Any]:
             "temp_dir": self.temp_dir
         }
 
+    @staticmethod
+    def get(key: str, default: Optional[str] = None) -> Optional[str]:
+        """Get configuration value from environment."""
+        return os.getenv(key, default)
+
+    @staticmethod
+    def get_bool(key: str, default: bool = False) -> bool:
+        """Get boolean configuration value."""
+        value = os.getenv(key, str(default)).lower()
+        return value in ('true', '1', 't', 'y', 'yes')
+
 # Global configuration instance
 config = Config() 

audiokit/core/exceptions.py

@@ -27,4 +27,8 @@ class ModelError(AudioKitError):
 
 class ConfigurationError(AudioKitError):
     """Raised when there are configuration issues."""
+    pass
+
+class IndexingError(AudioKitError):
+    """Raised when there are issues with audio indexing and search operations."""
     pass 

audiokit/core/indexing.py

@@ -11,13 +11,14 @@
 from datetime import datetime
 
 import pinecone
+from dotenv import load_dotenv
 
-# NEW: Top-level imports for llama_index 0.12.x
-from llama_index import VectorStoreIndex, Document, StorageContext
-from llama_index.vector_stores import PineconeVectorStore
+from llama_index.core import VectorStoreIndex, Document, StorageContext
+from llama_index.vector_stores.pinecone import PineconeVectorStore
 
 from .logging import get_logger
 from .exceptions import IndexingError
+from .config import config
 
 logger = get_logger(__name__)
 
@@ -29,8 +30,8 @@ def __init__(self):
         try:
             # Initialize Pinecone
             pinecone.init(
-                api_key=os.getenv("PINECONE_API_KEY"),
-                environment=os.getenv("PINECONE_ENV")
+                api_key=config.get("PINECONE_API_KEY"),
+                environment=config.get("PINECONE_ENV")
             )
 
             # Get or create index

audiokit/core/logging.py

@@ -10,6 +10,7 @@
 from typing import Optional, Dict, Any
 
 from loguru import logger
+from .config import config
 
 # Remove default handler
 logger.remove()
@@ -91,4 +92,9 @@ def handle_exception(exc_type, exc_value, exc_traceback):
     )
 
 # Install global exception handler
-sys.excepthook = handle_exception 
+sys.excepthook = handle_exception 
+
+def setup_logging():
+    log_level = config.get("AUDIOKIT_LOG_LEVEL", "INFO")
+    log_file = config.get("AUDIOKIT_LOG_FILE")
+    # ... rest of the logging setup ... 

pyproject.toml

@@ -10,17 +10,19 @@ repository = "https://github.com/epsilon-records/audiokit"
 documentation = "https://github.com/epsilon-records/audiokit/docs"
 
 [tool.poetry.dependencies]
-python = "^3.12"
+python = ">=3.12,<3.13"
 loguru = "^0.7.2"
 torch = "^2.2.0"
 torchaudio = "^2.2.0"
 numpy = "^1.26.0"
 llama-index = "0.12.15"
+llama-index-vector-stores-pinecone = "0.4.4"
 pinecone-client = "^3.1.0"
 openai = "^1.12.0"
 typer = "^0.9.0"
 rich = "^13.7.0"
 soundfile = "^0.12.1"
+python-dotenv = "^1.0.0"
 
 [tool.poetry.group.test.dependencies]
 pytest = "^8.0.0"
@@ -58,11 +60,4 @@ no_implicit_optional = true
 warn_redundant_casts = true
 warn_unused_ignores = true
 warn_no_return = true
-warn_unreachable = true
-
-[project]
-dependencies = [
-    "llama-index>=0.12.15",  # Or the latest version from the GitHub repo
-    "pinecone-client>=2.2.2",
-    # other dependencies...
-]
+warn_unreachable = true