[Rerank-Doc] : Added root level rerank microservices documentation #760
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dcmiddle
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Oct 7, 2024
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| Provides functionality for reranking outputs. | ||
| It allows for fine-tuning the results based on specific criteria, improving the overall quality and relevance for the user. |
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Might be better to copy some text from one of the uServices like TEI. That nicely describes prioritizing documents.
For example...
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| Provides functionality for reranking outputs. | |
| It allows for fine-tuning the results based on specific criteria, improving the overall quality and relevance for the user. | |
| Reranking Microservices, are straightforward yet immensely potent tools for semantic search. When provided with a query and a collection of documents, reranking swiftly indexes the documents based on their semantic relevance to the query, arranging them from most to least pertinent. Each microservice significantly enhances overall accuracy. In a text retrieval system, either a dense embedding model or a sparse lexical search index is often employed to retrieve relevant text documents based on the input. However, a reranking model can further refine this process by rearranging potential candidates into a final, optimized order.``` |
dcmiddle
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Oct 7, 2024
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| - **Configurable Ranking Criteria**: Define custom ranking rules based on various factors like relevance, creativity, style, or user-defined metrics. | ||
| - **Multiple Ranking Models**: Integrate with different ranking models, enabling flexibility in selection based on the desired outcome and data type. | ||
| - **Real-time Reranking**: Rerank outputs in real-time, ensuring the best possible results are presented to the user with minimal latency. |
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| - **Real-time Reranking**: Rerank outputs in real-time, ensuring the best possible results are presented to the user with minimal latency. | |
| - **Real-time Reranking**: Rerank documents in real-time, ensuring the best possible results are presented to the user with minimal latency. |
Word choice
dcmiddle
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Oct 7, 2024
| - For detailed information on configuration, available ranking models, and API documentation, please refer to the dedicated service specifications. | ||
| - This microservice can be customized to specific application needs through configuration and integration with external tools. | ||
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| ## Users are able to configure and build reranking-related services according to their actual needs. |
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In this section it would be helpful to guide people on what each of those microservices does or why you would choose one of them.
dcmiddle
reviewed
Oct 7, 2024
| Provides functionality for reranking outputs. | ||
| It allows for fine-tuning the results based on specific criteria, improving the overall quality and relevance for the user. | ||
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| ## Key Features |
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This key features section would be more helpful if it offered specifics.
As it reads now these sound like platitudes.
dcmiddle
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Oct 7, 2024
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| ## Key Features | ||
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| - **Configurable Ranking Criteria**: Define custom ranking rules based on various factors like relevance, creativity, style, or user-defined metrics. |
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Sounds like a cool feature but I don't see pointers to where and how I would configure.
dcmiddle
reviewed
Oct 7, 2024
| - **Configurable Ranking Criteria**: Define custom ranking rules based on various factors like relevance, creativity, style, or user-defined metrics. | ||
| - **Multiple Ranking Models**: Integrate with different ranking models, enabling flexibility in selection based on the desired outcome and data type. | ||
| - **Real-time Reranking**: Rerank outputs in real-time, ensuring the best possible results are presented to the user with minimal latency. | ||
| - **Performance Monitoring**: Monitor the performance of the reranking process, including processing time and effectiveness of applied rules. |
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Like configurable ranking criteria, this sounds cool but I don't see anything in the uservice readmes about how to do this.
dcmiddle
reviewed
Oct 7, 2024
| - **Real-time Reranking**: Rerank outputs in real-time, ensuring the best possible results are presented to the user with minimal latency. | ||
| - **Performance Monitoring**: Monitor the performance of the reranking process, including processing time and effectiveness of applied rules. | ||
| - **Scalability**: Designed to handle large-scale workloads and support increasing volumes of generated outputs. | ||
| - **Integration with Other Services**: Seamless integration with other microservices in the application for a smooth data flow and overall processing pipeline. |
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As above, would benefit from some specifics.
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Actually I should have read #758 first. You might want to take a look at that one and see if it covers what you intended to cover here. |
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Description
Added root level rerank microservices documentation