Search Results for author:
Found 5 papers, 4 papers with code
An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models
In this paper, we present an interactive Multi-modal Query Answering (MQA) system, empowered by our newly developed multi-modal retrieval framework and navigation graph index, integrated with cutting-edge LLMs.
Starling: An I/O-Efficient Disk-Resident Graph Index Framework for High-Dimensional Vector Similarity Search on Data Segment
In this paper, we present Starling, an I/O-efficient disk-resident graph index framework that optimizes data layout and search strategy within the segment.
MUST: An Effective and Scalable Framework for Multimodal Search of Target Modality
We investigate the problem of multimodal search of target modality, where the task involves enhancing a query in a specific target modality by integrating information from auxiliary modalities.
Navigable Proximity Graph-Driven Native Hybrid Queries with Structured and Unstructured Constraints
We easily deploy existing various PGs on this framework to process hybrid queries efficiently.
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search
Approximate nearest neighbor search (ANNS) constitutes an important operation in a multitude of applications, including recommendation systems, information retrieval, and pattern recognition.
