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Batch and Real Time Processing

Use Cases

[ describe the use cases and typical industry scenarios which match the pattern. the goal is to understand the context in which the pattern is used ]

Challenges

[ why is this difficult to do? what should be considered to solve the problem? ]

Solution Patterns


Pattern 1: (name it)


Approach

[ describe the approach ]

Implementation

[ this does not need to be a fully working implementation, but should provide enough information to understand the approach]

[ provide pseudo code or notebooks, etc. in 'src' directory ]

[ include architecture diagrams in 'assets' directory as needed to illustrate the approach ]

Performance

[ discuss / evaluate the performance of the approach (accuracy, speed, etc.) for instance here, use Rouge() or BERTScore()]

Strengths

[ discuss the strengths of the approach ]

Limitations

[ when does this approach fails or is not recommended ]


Pattern 2: (name it)


[ ... ]