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Whether you’re a scientist brainstorming research ideas or a CEO hoping to...

structured data right into a RAG system, engineers often default to embedding raw JSON right into a vector database. The fact, nonetheless, is that this intuitive approach results in dramatically poor performance. Modern...

often use Mean Reciprocal Rank (MRR) and Mean Average Precision (MAP) to evaluate the standard of their rankings. On this post, we are going to discuss why (MAP) and (MRR) poorly aligned with modern user behavior in...

or Claude to “search the online,” it isn’t just answering from its training data. It’s calling a separate search system. Most individuals know that part. What’s less clear is how much traditional serps matter and...

As data scientists, we’ve turn out to be extremely focused on constructing algorithms, causal/predictive models, and advice systems (and now genAI). We optimize for accuracy, fine-tune hyperparameters, and search for the subsequent big fancy...

, I discuss a selected step of the RAG pipeline: The document retrieval step. This step is critical for any RAG system’s performance, considering that without fetching essentially the most relevant documents, it’s difficult...

Good morning. It’s Monday, June sixteenth.On this present day on tech history: In 1977Larry Ellison, Bob Miner, and Ed Oates established Software Development Laboratories, later Oracle Corporation, which introduced the primary widely adopted...

Within the shifting world of artificial intelligence, some of the profound transformations is going on in how we seek for and discover information. AI-driven platforms, especially generative AI models like OpenAI’s ChatGPT, Google’s Gemini,...