open-science

ChatALL sends one prompt to multiple AI services concurrently, displays their responses together, and lets users continue with any provider independently. It is useful for comparing models, testing prompts, or selecting the strongest answer without opening many separate apps. Chat history and login data stay on the computer, although anonymous usage metrics that exclude message content are collected.

JabRef is a cross-platform reference manager for BibTeX and BibLaTeX libraries. It can import records from scientific catalogs or identifiers, extract metadata from PDFs, organize collections and attachments, merge duplicates, and insert citations into external writing tools. Browser extensions help capture new references, while teams can synchronize a library through SQL; a separate JabKit command-line interface is also available.

Saga Reader is a desktop reading application that gathers online information from user-defined interests through search and RSS. It can pass collected articles to a local or cloud LLM for summarization, translation, guidance, and an interactive reading conversation. Interest prompts, source articles, and processed content are stored on the user's computer rather than in a hosted account. Retrieval still depends on available search providers, while AI processing depends on the model backend the user configures.

PrismOS-AI is a local-first desktop assistant that uses Ollama models to work with conversations, images, and office documents while storing knowledge across sessions. Several specialized agents can debate a request before writing the result into its persistent graph, with desktop surfaces for retrieval, global access, and patterns in past interactions. It runs on Windows, macOS, and Linux, but the full experience depends on suitable hardware and locally available models.