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Beyond Embeddings: Automated Document Validation and Version Control for RAG Knowledge Bases
Photo by Viktor Talashuk on Unsplash “I have been working with vector databases and RAGs, and I have realized that identifying same documents with different versions and maintain their data integrity ...
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Prompting, RAG, Fine-Tuning, ICL
Most teams don’t solve LLM problems by identifying the root cause. They fine-tune the model, add RAG, tweak prompts, or switch models based on what worked last time. That’s trial and error. The better...
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My book is out: Python Data Analysis, Fourth Edition
Co-written with my co-author, and what the year of writing it was like.
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