A composable and fully extensible C++ execution engine library for data management systems.
#大语言模型#Leverages extensive power of multiple Machine Learning algorithms & LLM to provide in-depth answers to medical queries and predicts condition/diseases based on patient symptoms
C-Store : A column-oriented DBMS prototype (frozen)
Java bindings for https://github.com/facebookincubator/velox
Codes for our ADMS'24 paper "Bandwidth Expansion via CXL: A Pathway to Accelerating In-Memory Analytical Processing".
Indoor Spatial Queries: Modeling, Indexing, and Processing
An efficient layer to perform query processing on top of Terrier
Source code for the paper "k-Distance Approximation for Memory-Efficient RkNN Retrieval"
#搜索#Efficient caching for non-volatile memory-backed search indices. A thesis submitted for undergraduate honours for the degree Software Engineering.
C++ implementations of relational operators, inverted-index-based containment and relevance keyword queries, and bulk-loaded R-Tree spatial indexing.
#向量搜索引擎#Enhance the performance and cost-efficiency of large-scale Retrieval Augmented Generation (RAG) applications. Learn to integrate vector search with traditional database operations and apply techniques...
This repo consists of all the assignments, projects, tasks of Information Retrieval course of FAST NUCES Spring 2023.
#搜索#Simple search system that includes inverted index builder and boolean query processor for information retrieval.
Tunable Query Optimizer for Web APIs and User Preferences
This repository consists of presentations about Advanced DBMS concepts.
A lightweight database engine supporting CRUD, simple queries, and concurrency control with a CLI.
Developed an SQL engine that will run a subset of SQL queries using command-line interface