Startup Ideas AI

BAGEL by ByteDance-Seed is an Apache 2.0 open-source unified multimodal model designed for advanced image/text understanding, generation, editing, and navigation. It offers capabilities comparable to proprietary systems like GPT-4o and Gemini 2.0. BAGEL can be fine-tuned, distilled, and deployed anywhere, providing precise, accurate, and photorealistic outputs through its natively multimodal architecture.

Monkt is a platform that converts various document formats (PDF, Word, Excel, PowerPoint, CSV, HTML) into AI-ready Markdown or structured JSON. It preserves semantic structure, allows custom schemas, batch processing, and predefined templates via REST API or web interface, optimizing content for AI/LLM systems.

Janus Pro AI is a unified multimodal understanding and generation model developed by Deepseek. It is an advanced version of Janus, incorporating an optimized training strategy, expanded training data, and scaling to a larger model size. Janus Pro AI excels in both multimodal understanding and text-to-image instruction-following capabilities, while also enhancing the stability of text-to-image generation. It supports bidirectional image understanding and generation via an autoregressive framework with a unified Transformer architecture.