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flashcard-generator-slm / notebooks

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History: 8 commits

Juan Esteban Agudelo Ortiz

Explanation of the Gradio app implementation for the generation of the Summaries and flashcards PDFs

fcde04c about 1 month ago

01-document-ingestion.ipynb

28.3 kB
document ingestion notebook applying Paddle OCR model for image-to-text parsing. about 1 month ago
02-equation_detection.ipynb

23.8 kB
equation detection possible feature. In experimental state. Needs some more work. about 1 month ago
03-chunking_strategies.ipynb

24.6 kB
Study of chunking methodologies and what is the best strategy for the current use cases we are interested in. about 1 month ago
04-embeddings_vectorstore.ipynb

27.9 kB
gitignore update about 1 month ago
05-rag_pipeline.ipynb

40.3 kB
Update of multilingual response. Making sure spanish queries are answered in spanish. about 1 month ago
06-evaluation.ipynb

40.1 kB
evaluation of the quality of results of the RAG pipeline using the faithfullness, answer relevancy and context precision metrics. The model is performing acceptable with a low score on the context retreival. Additional metrics may be added such as retrieval recall in the future for better assessment. about 1 month ago
07-gradio_app.ipynb

45.4 kB
Explanation of the Gradio app implementation for the generation of the Summaries and flashcards PDFs about 1 month ago