IEEE

Chat2SVG: Vector Graphics Generation with Large Language Models and Image Diffusion Models

Abstract: Scalable Vector Graphics (SVG) has become the de facto standard for vector graphics in digital design, offering resolution independence and precise control over individual elements. Despite ...
Microsoft

Scalable Distributed Vector Search via Accuracy Preserving Index Construction

Scaling Approximate Nearest Neighbor Search (ANNS) to billions of vectors requires distributed indexes that balance accuracy, latency, and throughput. Yet existing index designs struggle with this ...
GitHub

Image to SVG Converter

A high-quality raster-to-SVG converter with Apple Silicon (M1/M2/M3/M4) support and advanced compression options. Disclaimer: This is a fun side project to explore better ways of converting images to ...
Microsoft

RetroInfer: A Vector-Storage Approach for Scalable Long-Context LLM Inference

The growing context lengths of large language models (LLMs) pose significant challenges for efficient inference, primarily due to GPU memory and bandwidth constraints. We present RetroInfer, a novel ...
GitHub

Berkeley-Large-RAG/RAG-DS-Serve

This repository contains the DS-Serve Public API and server code. It exposes a production‑ready Flask service for retrieval‑augmented generation (RAG) backed by a billion‑scale FAISS IVFPQ index or ...