In this article, author Aaditya Chauhan discusses the limitations of RAG pipelines based purely on vector search and how an ...
The incident highlights how attackers can hide malicious code in software packages that differ from the source code available ...
The prepare job never gets write access. The review job has the OpenAI API key but no write access. The publish job never sees the API key. Artifact handoff between jobs is explicit. prepare job ...
Abstract: Data deduplication has gained wide acclaim as a mechanism to improve storage efficiency and conserve network bandwidth. Its most critical phase, data chunking, is responsible for the overall ...
If you’ve ever searched “hack for…”, you know the internet is stuffed with shortcuts, some sketchy, some genius. The real gold, though, comes from people who actually do the job every day. Those are ...
Currently C# files fall back to character-based splitting instead of syntax-aware AST parsing. This results in poor code chunking that breaks methods and classes. Add tree-sitter-c-sharp parser ...
Abstract: Sparse vector coding (SVC) is a promising short-packet transmission method for ultra reliable low latency communication (URLLC) in next-generation communication systems. In this paper, a ...