# Local Operation

Opera Browser Operator is an AI assistant integrated into the Opera browser. It understands natural language instructions and completes various tasks directly within the browser, such as online shopping and information gathering. This functionality operates locally, not on a cloud server, ensuring user data privacy and security. It represents the future of deep integration between browsers and AI technology, aiming to help users utilize their time more efficiently and focus on more meaningful tasks.

The video-analyzer is a video analysis tool that integrates Llama's 11B visual model and OpenAI's Whisper model. It captures key frames, inputs them into the visual model for detail extraction, and combines insights from each frame with available transcription to describe events occurring in the video. This tool represents a fusion of computer vision, audio transcription, and natural language processing, capable of generating detailed descriptions of video content. Its key advantages include complete local operation without the need for cloud services or API keys, intelligent key frame extraction from videos, high-quality audio transcription using OpenAI's Whisper, frame analysis with Ollama and Llama3.2 11B visual model, and the ability to generate natural language descriptions of video content.

Custom Pilot is a Visual Studio Code extension framework that allows users to easily integrate custom code completion models into VS Code. It supports any API server following the OpenAI API format, specifically requiring /v1/models and /v1/completions endpoints. Users can set the API server URL in the extension's sidebar panel, choose an inference model, and enter an API key if necessary. Additionally, Custom Pilot is compatible with LM Studio, enabling users to run large language models (LLMs) locally for offline code completion.

Proton Scribe is an intelligent writing assistant integrated within Proton Mail, designed with a privacy-first approach to help users draft and refine email messages, saving time while safeguarding their most sensitive and valuable information. Proton Scribe is built to operate locally, ensuring that user data never leaves their device. Proton has long been dedicated to researching AI technologies that protect user privacy, launching Proton Sentinel in 2023, the first service to use AI for enhanced account protection. Proton Scribe is also open-source, allowing for independent security and privacy audits.

BeyondPDF is a smart application dedicated to enhancing users' efficiency in searching for content within PDF files. It leverages advanced semantic search technology to help users quickly find the information they need, even if keywords don't match perfectly. The product is completely free, requires no internet connection for use, ensuring user privacy and data security. Additionally, BeyondPDF operates without server support, performing all searches locally, providing users with an extremely fast search experience.