InfoWorld

PEP 816: How Python is getting serious about Wasm

Another big drawback: Any modules not written in pure Python can’t run in Wasm unless a Wasm-specific version of that module ...
IEEE

Analysing Code-Based Retrieval Augmented Generation Methods for Knowledge Retention

Abstract: Traditional Retrieval Augemented Systems (RAG) fails to capture the intricate and complex contextual information within a code repository. This is mainly due to the presence of multiple ...
IEEE

Let the Code Speak: Incorporating Program Dynamic State for Better Method-Level Fault Localization

Abstract: Fault localization (FL) is a critical but time-consuming part of software debugging. With the improvement of the Large Language Models (LLMs) in their code capabilities, the increasing ...
GitHub

⚡FlashRAG: A Python Toolkit for Efficient RAG Research

FlashRAG is a Python toolkit for the reproduction and development of Retrieval Augmented Generation (RAG) research. Our toolkit includes 36 pre-processed benchmark RAG datasets and 23 state-of-the-art ...