InfoQ

Why Vector Search Alone Isn't Enough: Hybrid Retrieval for RAG

In this article, author Aaditya Chauhan discusses the limitations of RAG pipelines based purely on vector search and how an ...
InfoWorld

How to run enterprise GenAI like a production service

Scale becomes manageable when generative AI is treated as a service with explicit constraints and measurable outcomes. Rely ...
IEEE

Ontology-Mediated Query Answering Using Graph Patterns with Conditions

Abstract: This paper proposes an extension of graph patterns, referred to as ontological graph patterns (OGPs), to accelerate ontology-mediated query answering. OGPs employ graph patterns to support ...
GitHub

Generate music based on natural language prompts using LLMs running locally.

MusicGPT is an application that allows running the latest music generation AI models locally in a performant way, in any platform and without installing heavy dependencies like Python or machine ...
IEEE

Metasql: A Generate-Then-Rank Framework for Natural Language to SQL Translation

Abstract: The Natural Language Interface to Databases (NLIDB) empowers non-technical users with database access through intuitive natural language (NL) interactions. Advanced approaches, utilizing ...