How to Build a Video Q&A App With Gemini 4 Pro
Ship a searchable video library where users ask questions and jump to the exact second. Covers file handling, chunking, caching, and cost control.
Ship a searchable video library where users ask questions and jump to the exact second. Covers file handling, chunking, caching, and cost control.
Gemini 4 Pro reads video, images, audio, and code in a single 2M-token context. Here's how to put its multimodal strengths to work, plus the…
Turn messy documents into structured data with DeepSeek V4 Pro. Covers schema design, batching, validation, and keeping cost per record under a cent.
DeepSeek V4 Pro delivers frontier-class reasoning at a fraction of Western API prices. Here's how to access it and where the tradeoffs hide.
Seedance 3 and Sora 3 Turbo solve different video problems. Compare camera control, pricing, clip length, and output quality before you commit.
Seedance 3 from ByteDance handles multi-shot storytelling and camera control better than most rivals. Here's how to prompt it and where it's still weak.
Use the Sora 3 Turbo API to generate dozens of ad variations from a spreadsheet of hooks. Costs, batching, and quality control included.
Sora 3 Turbo makes 10-second 1080p clips in under a minute. Here's how to access it, prompt it well, and what the Plus plan actually…
Wire Grok 5.1's live search into a scheduled Slack bot so your team gets cited, de-duplicated news alerts without doomscrolling X all day.
Grok 5.1 answers with live web and X data instead of a frozen training set. Here is how to get accurate, cited research out of…
Build an offline document Q&A system with Llama 5 70B so sensitive files never leave your machine. Includes the RAG stack and VRAM budget.
Llama 5 ships in 8B, 70B, and 400B sizes. Here is the practical route to running it locally, from hardware you need to the exact…