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ai_crawling_data_retrieval [2025/05/24 20:54] – [Advanced Examples] eagleeyenebulaai_crawling_data_retrieval [2025/06/08 18:22] (current) – [Overview] eagleeyenebula
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 ===== Overview ===== ===== Overview =====
 The **ai_crawling_data_retrieval.py** module provides a foundation for retrieving external data via web crawling or API calls. With a simple interface and extensible logic, this module enables fetching data from URLs or external APIs for integration into AI workflows. The **ai_crawling_data_retrieval.py** module provides a foundation for retrieving external data via web crawling or API calls. With a simple interface and extensible logic, this module enables fetching data from URLs or external APIs for integration into AI workflows.
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 +{{youtube>5jrYeaBN3sQ?large}}
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 The module is a critical component of the **G.O.D. Framework**, as it dynamically collects external resources for machine learning, automation workflows, or real-time decision-making. The companion `ai_crawling_data_retrieval.html` explains how to use the script, provides visual guidelines, and outlines examples of data retrieval tasks. The module is a critical component of the **G.O.D. Framework**, as it dynamically collects external resources for machine learning, automation workflows, or real-time decision-making. The companion `ai_crawling_data_retrieval.html` explains how to use the script, provides visual guidelines, and outlines examples of data retrieval tasks.
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 ==== Installation ==== ==== Installation ====
 For advanced usage requiring external libraries, install dependencies as needed: For advanced usage requiring external libraries, install dependencies as needed:
-```bash+<code> 
 +bash
 pip install requests beautifulsoup4 pip install requests beautifulsoup4
-``` 
  
 +</code>
 ---- ----
  
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 ===== Enhancing Data Retrieval ===== ===== Enhancing Data Retrieval =====
-The following are ways to expand the functionality of the `DataRetrieval` module:+The following are ways to expand the functionality of the **Data Retrieval** module:
  
 1. **Support for Multiple Formats:** 1. **Support for Multiple Formats:**
    - Extend data retrieval to support formats like XML, CSV, or raw HTML.    - Extend data retrieval to support formats like XML, CSV, or raw HTML.
-   - Use libraries such as `pandas` for parsing tabular formats.+   - Use libraries such as **pandas** for parsing tabular formats.
  
 2. **Configurable Retry Logic:** 2. **Configurable Retry Logic:**
-   - Implement retry policies via `urllib3` or similar utilities to handle intermittent connection issues.+   - Implement retry policies via **urllib3** or similar utilities to handle intermittent connection issues.
  
 3. **Authentication for APIs:** 3. **Authentication for APIs:**
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 Example Retry Logic: Example Retry Logic:
-```python+<code> 
 +python
 import time import time
  
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                 time.sleep(delay)                 time.sleep(delay)
         return {"error": "All retries failed"}         return {"error": "All retries failed"}
-```+</code>
  
 ---- ----
  
 ===== Integration Opportunities ===== ===== Integration Opportunities =====
-* **Real-Time Pipelines:** Integrate external data retrieval within data preprocessing stages of an AI pipeline. +**Real-Time Pipelines:** Integrate external data retrieval within data preprocessing stages of an AI pipeline. 
-* **Dashboards:** Feed live metrics data to monitoring dashboards. +**Dashboards:** Feed live metrics data to monitoring dashboards. 
-* **Web Automation:** Scrape dynamic content for real-time insights into market trends, news, etc. +**Web Automation:** Scrape dynamic content for real-time insights into market trends, news, etc.
- +
-----+
  
 ===== Future Enhancements ===== ===== Future Enhancements =====
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 ===== Licensing and Author Information ===== ===== Licensing and Author Information =====
-The **`ai_crawling_data_retrieval.py`** module is part of the **G.O.D. Framework**. Redistribution or modification is subject to platform licensing terms. For integration support, please contact the development team.+The **ai_crawling_data_retrieval.py** module is part of the **G.O.D. Framework**. Redistribution or modification is subject to platform licensing terms. For integration support, please contact the development team.
  
 ---- ----
  
 ===== Conclusion ===== ===== Conclusion =====
-The **`ai_crawling_data_retrieval.py`** module simplifies external data acquisition for AI and automation tasks, offering a foundational interface for web crawling and API integration. With its built-in logging, extensible structure, and numerous enhancement opportunities, this module makes it easy to incorporate real-time data into diverse applications. Whether used for small-scale projects or expanded into larger workflows, its potential is virtually limitless.+The **ai_crawling_data_retrieval.py** module simplifies external data acquisition for AI and automation tasks, offering a foundational interface for web crawling and API integration. With its built-in logging, extensible structure, and numerous enhancement opportunities, this module makes it easy to incorporate real-time data into diverse applications. Whether used for small-scale projects or expanded into larger workflows, its potential is virtually limitless.
ai_crawling_data_retrieval.1748120045.txt.gz · Last modified: 2025/05/24 20:54 by eagleeyenebula