Abstract: Instant messaging has become a cornerstone of modern communication, playing a significant role not just in daily interactions but also in areas like digital forensics. This paper introduces ...

LangChain integration for ZeusDB, a high-performance Rust-powered vector database with lightning-fast search, metadata-aware filtering, and scalable RAG pipelines.