feat: introduce Config class and update E2EPipelineFactory to use it

[emrgnt-cmplxty]

	🚀 This PR description was created by Ellipsis for commit 02cffa2.

Summary:

This PR introduces a new Config class for handling configuration data, updates the E2EPipelineFactory to use this class, adds type hints to several functions, and updates example files to use the new load_config function.

Key points:

• Introduced a new Config class in r2r/main/utils.py for handling configuration data.
• Updated load_config function to return an instance of Config.
• Updated E2EPipelineFactory in r2r/main/factory.py to use Config.
• Updated create_pipeline function to take a config argument of type Config.
• Added type hints to get_vector_db, get_embeddings_provider, get_llm, and get_text_splitter functions.
• Updated r2r/examples/academy/app.py, r2r/examples/basic/app.py, and r2r/examples/web_search/app.py to use load_config when creating a pipeline.
• Minor modification in r2r/core/providers/logging.py.

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[ellipsis-dev]

👍 Looks good to me!

• Reviewed the entire pull request up to 1f94eaf
• Looked at 257 lines of code in 6 files
• Took 2 minutes and 9 seconds to review

More info

• Skipped 2 files when reviewing.
• Skipped posting 1 additional comments because they didn't meet confidence threshold of 50%.

1. r2r/main/factory.py:72:

• Assessed confidence : 0%
• Comment:
  The changes in this PR improve the readability and maintainability of the code by introducing a Config object to handle configuration data. The type hints for the get_vector_db, get_embeddings_provider, get_llm, and get_text_splitter functions have been updated accordingly. I didn't find any issues with these changes.
• Reasoning:
  The PR author has refactored the configuration loading process. Instead of returning a tuple of configurations, the load_config function now returns a Config object. This object is then passed to the create_pipeline function of the E2EPipelineFactory class. This change makes the code more readable and maintainable. The PR author has also updated the type hints for the get_vector_db, get_embeddings_provider, get_llm, and get_text_splitter functions to reflect the new Config object. I didn't find any logical bugs, performance bugs, or security bugs in the changes. The PR author has followed best practices.

Workflow ID: wflow_UcXq0vDFwK94bpSo

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[ellipsis-dev]

👍 Looks good to me!

• Performed an incremental review on 02cffa2
• Looked at 256 lines of code in 6 files
• Took 2 minutes and 3 seconds to review

More info

• Skipped 1 files when reviewing.
• Skipped posting 1 additional comments because they didn't meet confidence threshold of 50%.

1. r2r/main/utils.py:26:

• Assessed confidence : 0%
• Comment:
  The Config class is a good addition to the codebase. It provides a clear and structured way to handle configuration data. The changes in the E2EPipelineFactory class are also well done, with the new Config class being used effectively. The type hints added to the functions in this class are also a good addition, making the code more readable and easier to understand. The changes in the example files are also well done, with the new load_config function being used correctly. Overall, the changes in this PR are well done and I didn't find any issues or bugs.
• Reasoning:
  The Config class is a good addition to the codebase. It provides a clear and structured way to handle configuration data. The changes in the E2EPipelineFactory class are also well done, with the new Config class being used effectively. The type hints added to the functions in this class are also a good addition, making the code more readable and easier to understand. The changes in the example files are also well done, with the new load_config function being used correctly. Overall, the changes in this PR are well done and I didn't find any issues or bugs.

Workflow ID: wflow_t0S2RqBjJtFkf9YS

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Not what you expected? You can customize the content of the reviews using rules. Learn more here.