⚡ PDX: A Library for Fast Vector Search and Indexing on CPUs (x86, ARM) — for Python and C++. Index millions of vectors in seconds. Search them in milliseconds.

Automated video advertisement content analysis system using Sentence Transformers and cosine similarity for yes/no question evaluation. Features text embedding with all-mpnet-base-v2, batch processing, vector indexing, and performance evaluation against human-coded ground truth data.

Flask-based web application designed for detecting objects in images and retrieving visually similar images from a dataset (2021)

Milvus integration vector pipeline

Experimental framework for evaluating TiDB’s vector search capabilities with LangChain-based LLM retrieval workflows. Includes setup scripts, indexing pipelines, and retrieval benchmarks to test hybrid query performance and relevance scoring on TiDB’s vector database engine.