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ai_configuration_loader [2025/05/24 16:46] – [Basic Example] eagleeyenebulaai_configuration_loader [2025/05/25 03:43] (current) – [Overview] eagleeyenebula
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 ===== Overview ===== ===== Overview =====
 The **AI Configuration Loader** script is designed to streamline the process of loading and managing pipeline configurations for use in the **G.O.D. Framework**. Configurations, stored as JSON files, allow for flexible, reusable, and modular parameter management, enabling runtime adjustments and consistent behavior across pipelines. The **AI Configuration Loader** script is designed to streamline the process of loading and managing pipeline configurations for use in the **G.O.D. Framework**. Configurations, stored as JSON files, allow for flexible, reusable, and modular parameter management, enabling runtime adjustments and consistent behavior across pipelines.
 +
 +{{youtube>3qtFEYpYZgU?large}}
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 +-------------------------------------------------------------
  
 The script uses the **ConfigLoader** class to handle configuration loading with error handling and logging, ensuring both ease of use and reliability. The accompanying **ai_configuration_loader.html** provides further information, visual examples, and additional guidelines for its usage. The script uses the **ConfigLoader** class to handle configuration loading with error handling and logging, ensuring both ease of use and reliability. The accompanying **ai_configuration_loader.html** provides further information, visual examples, and additional guidelines for its usage.
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 ===== Usage ===== ===== Usage =====
  
-Below are both basic and advanced examples of using `ai_configuration_loader.py`:+Below are both basic and advanced examples of using **ai_configuration_loader.py**:
  
 ==== Basic Example ==== ==== Basic Example ====
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 **1. Error Handling with Missing File:** **1. Error Handling with Missing File:**
-```python+<code> 
 +python
 invalid_path = "nonexistent_config.json" invalid_path = "nonexistent_config.json"
 config = ConfigLoader.load_config(invalid_path) config = ConfigLoader.load_config(invalid_path)
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 if not config: if not config:
     print("Default configuration applied due to missing file!")     print("Default configuration applied due to missing file!")
-```+</code>
  
 **Example Output:** **Example Output:**
-```plaintext+<code> 
 +plaintext
 ERROR: Config file not found: nonexistent_config.json ERROR: Config file not found: nonexistent_config.json
 Default configuration applied due to missing file! Default configuration applied due to missing file!
-```+</code> 
  
 **2. Handling Invalid JSON Format:** **2. Handling Invalid JSON Format:**
-```python+<code> 
 +python
 broken_path = "broken_config.json"  # Contains invalid JSON structure broken_path = "broken_config.json"  # Contains invalid JSON structure
  
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 except Exception as e: except Exception as e:
     print("Custom Error Handler: Invalid JSON format.")     print("Custom Error Handler: Invalid JSON format.")
-```+</code>
  
 **3. Dynamically Overriding Configurations:** **3. Dynamically Overriding Configurations:**
 +<code>
 Modify the configuration after loading: Modify the configuration after loading:
  
-```python+python
 config_path = "example_config.json" config_path = "example_config.json"
 config = ConfigLoader.load_config(config_path) config = ConfigLoader.load_config(config_path)
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     config["output_path"] = "data/new_output.csv"     config["output_path"] = "data/new_output.csv"
     print("Updated Output Path:", config["output_path"])     print("Updated Output Path:", config["output_path"])
-``` +</code>
- +
-----+
  
 ===== Best Practices ===== ===== Best Practices =====
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 ===== Role in the G.O.D. Framework ===== ===== Role in the G.O.D. Framework =====
-The `ai_configuration_loader.py` is integral to the **G.O.D. Framework**'s modular design. It enables:+The **ai_configuration_loader.py** is integral to the **G.O.D. Framework**'s modular design. It enables:
   * Dynamic customization of AI pipeline settings at runtime.   * Dynamic customization of AI pipeline settings at runtime.
   * Simplified parameter sharing across framework components.   * Simplified parameter sharing across framework components.
   * Support for scaling pipelines to different environments (e.g., local, cloud).   * Support for scaling pipelines to different environments (e.g., local, cloud).
- 
----- 
  
 ===== Future Enhancements ===== ===== Future Enhancements =====
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 ===== HTML Guide ===== ===== HTML Guide =====
-The `ai_configuration_loader.html` template complements this script by providing:+The **ai_configuration_loader.html** template complements this script by providing:
  
-  * **User-Friendly Overview:** Introduces the purpose and features of the `ConfigLoader`.+  * **User-Friendly Overview:** Introduces the purpose and features of the **ConfigLoader**.
   * **Step-by-Step Example Guide:** Demonstrates how to create, load, and use JSON configuration files.   * **Step-by-Step Example Guide:** Demonstrates how to create, load, and use JSON configuration files.
   * **Tips for Configuration Management:** Offers insights into organizing and validating configuration files.   * **Tips for Configuration Management:** Offers insights into organizing and validating configuration files.
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 ===== Licensing and Author Information ===== ===== Licensing and Author Information =====
-The `ai_configuration_loader.py` script is proprietary to the **G.O.D. Team**. Redistribution or modification is subject to licensing terms. For inquiries, please contact the development team.+The **ai_configuration_loader.py** script is proprietary to the **G.O.D. Team**. Redistribution or modification is subject to licensing terms. For inquiries, please contact the development team.
  
 ---- ----
  
 ===== Conclusion ===== ===== Conclusion =====
-The `AI Configuration Loader` simplifies configuration management in AI pipelines, enabling reusable and dynamic workflows. By integrating it into the **G.O.D. Framework**, users can achieve scalable and maintainable configurations for diverse environments. Whether handling single or multi-environment setups, this tool ensures efficient, flexible, and fault-tolerant configuration loading.+The **AI Configuration Loader** simplifies configuration management in AI pipelines, enabling reusable and dynamic workflows. By integrating it into the **G.O.D. Framework**, users can achieve scalable and maintainable configurations for diverse environments. Whether handling single or multi-environment setups, this tool ensures efficient, flexible, and fault-tolerant configuration loading.
ai_configuration_loader.1748105189.txt.gz · Last modified: 2025/05/24 16:46 by eagleeyenebula