ChainStream is a cross-platform mobile and desktop inference framework that streams partial outputs from large language models in real time. It breaks LLM inference into submodel chains, enabling incremental token delivery and reducing perceived latency. Developers can integrate ChainStream into their apps using a simple C++ API, select preferred backends like ONNX Runtime or TFLite, and customize pipeline stages. It runs on Android, iOS, Windows, Linux, and macOS, allowing for truly on-device AI-driven chat, translation, and assistant features without server dependencies.

Halist AI provides users with seamless and private access to ChatGPT technology. This tool is equipped to work on multiple platforms including web, desktop, mobile, and Chrome. By leveraging OpenAI's GPT-3 and GPT-4 models, Halist AI ensures quick responses, email handling, creating summaries, and more. Its primary goal is to enhance user productivity by incorporating AI assistance directly into daily tasks.