Blog
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Two Claudes
Claude Monet painted the same haystack over and over — at dawn, at dusk, in snow, in summer. He started late in the year of 1890 and kept…
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Please Use Streaming Workload to Benchmark Vector Databases
Why static workload is insufficient and what I learned by comparing HNSWLIB and DiskANN using streaming workload
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Finding Needles in a Haystack — Search Indexes for Jaccard Similarity
From basic concepts to exact and approximate indexes
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GPT-4’s Maze Navigation: A Deep Dive into ReAct Agent and LLM’s Thoughts
In this post I dissect a GPT-4 ReAct Agent capable of navigating a maze, and reveal GPT-4’s thoughts and built-in skills.
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Human-Aligned Text-to-SQL Evaluation
In my last post about Text-to-SQL using GPT-3.5, I pointed out the issue with existing benchmark’s evaluation metric: it rejects perfectly…
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What is Coming Next for Text-to-SQL
Text-to-SQL is a natural language processing (NLP) task that involves converting natural language questions into SQL queries that can be…
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