Neel PhadnisinNotes and PointsAccelerated Analytics and Stream ProcessingThis post explores how the emerging hardware accelerators make efficient processing of large data sets possible.Sep 26, 2023Sep 26, 2023
Neel PhadnisinNotes and PointsThoughts from a Generative AI CourseThe post presents a few thoughts sparked by a course I just completed on generative AI.Jul 11, 20232Jul 11, 20232
Neel PhadnisinNotes and PointsAugmenting LLM Applications with Database AccessThis post discusses an extension to the approach discussed in the previous post Adding Similarity Search to incorporate similarity search…Jul 6, 2023Jul 6, 2023
Neel PhadnisinNotes and PointsAdding Similarity SearchThis article is an exploration of combining metadata searches in traditional databases with vector based similarity searches. It is…Jun 27, 2023Jun 27, 2023
Neel PhadnisinNotes and PointsAn Experiment with Similarity Search and a Vector Database — Part 2In this post, we describe the results of the simple experiment to use a vector database to store different text embeddings and perform…Jun 20, 2023Jun 20, 2023
Neel PhadnisinNotes and PointsAn Experiment with Similarity Search and EmbeddingsDo LLM embeddings truly capture sentence semantics? Do similarity functions such as cosine and Euclidean distance truly represent semantic…Jun 13, 2023Jun 13, 2023
Neel PhadnisinAerospike Developer BlogParallelism with Fine-Grained Streams (Part 2)Jan 17, 2023Jan 17, 2023
Neel PhadnisinAerospike Developer BlogProcessing Large Data Sets in Fine-Grained Parallel StreamsJan 3, 2023Jan 3, 2023
Neel PhadnisinAerospike Developer BlogBuilding Large-Scale Real-Time JSON ApplicationsSep 13, 20222Sep 13, 20222