How to Benchmark Embedding Models On Your Own Data

How to Benchmark Embedding Models On Your Own Data

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Generate question-answer pairs from text chunks

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Generate question-answer pairs from text chunks

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How to Benchmark Embedding Models On Your Own Data

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  1. 1 About the course
  2. 2 Introduction
  3. 3 Extracting text from PDF documents
  4. 4 Divide text into coherent chunks
  5. 5 Generate question-answer pairs from text chunks
  6. 6 Embed text chunks and questions
  7. 7 Statistical tests and metrics
  8. 8 Expanding the dataset and adding more languages
  9. 9 Conclusion

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