Toolbit understands your intent and matches the best AI tools for your task, so you can discover, compare, and decide faster.
Browse new, trending, popular and most upvoted AI tools. Pick a filter to explore.
Create lifelike lip sync animations effortlessly
One API key for 150+ image, video, audio and LLM models, with automatic failover across providers.
Make AI images look real, restore old photos and upscale to 4K-8K
Free hosted MCP for invoices, estimates, clients and PDFs
Your daily briefing on latest models, industry news, and community trends.
Qwen-Image-2.1-Turbo, an accelerated checkpoint of Qwen-Image-2.1 for text-to-image generation and image editing, has been released on Hugging Face. It performs generation in 8 denoising steps using the same 7B visual generation architecture and loads directly with QwenImage21Pipeline in Diffusers. The checkpoint includes its recommended sampling schedule, ready to use without manual scheduler configuration. Generation uses CFG=1 by default, and prefix KV caching reuses text and reference-image context across denoising steps.
Discover cutting-edge AI tools organized by task. Find exactly what you need.
Read insightful stories, practical guides, and expert perspectives on artificial intelligence, emerging technologies, and the ideas shaping tomorrow.
ChatGPT scheduled tasks can brief you, nudge you, and watch the web for changes. They cannot see your inbox or project files the way people assume. Here is the boundary, three setups worth building, three that fail silently, and when to move to n8n, Make, or Zapier.
ChatGPT memory explained in plain language: saved memories, chat history reference, and project-only memory, what leaks across chats, and every current off switch with September 2026 UI labels.
A quote-first method for turning interview transcripts into a product brief with ChatPRD or Claude Projects: every insight must link to a sentence a real customer said, or it does not ship. Includes the worked example that catches the model inventing a theme nobody stated.
A practical framework for evaluating patient-facing AI that explains medical imaging reports while preserving uncertainty, privacy, and clinical accountability.
Everything you need to know about Toolbit AI
