InfoQ

Uber Adopts Amazon OpenSearch for Semantic Search to Better Capture User Intent

To improve search and recommendation user experiences, Uber migrated from Apache Lucene to Amazon OpenSearch to support large ...
IEEE

Enhancing Semantic Code Search With Deep Graph Matching

Abstract: The job of discovering appropriate code snippets against a natural language query is an important task for software developers. Appropriate code retrieval increases software productivity and ...
GitHub

RAG with txtai

This project is a Retrieval Augmented Generation (RAG) Streamlit application backed by txtai. Retrieval Augmented Generation (RAG) helps generate factually correct content by limiting the context in ...
GitHub

code/app-python-comfyui

The most powerful and modular visual AI engine and application. ComfyUI lets you design and execute advanced stable diffusion pipelines using a graph/nodes/flowchart based interface. Available on ...
IEEE

NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing

Abstract: Approximate nearest neighbor search (ANNS) is a key retrieval technique for vector database and many data center applications, such as person re-identification and recommendation systems. It ...