How to Build a Document Q&A Bot With MiniMax M3
A document Q&A bot is more than a model call. Here is how to build one on MiniMax M3 - ingestion, retrieval, prompting, and the…
Category: Blog
How to Use MiniMax M3 for Long-Context Document Analysis
MiniMax M3 handles long documents without the price shock of frontier models. Here is how to feed it contracts, reports, and transcripts, and how to…
How to Cut AI Coding Costs With Grok Code Fast
Most teams pay frontier prices for autocomplete. Routing routine requests to Grok Code Fast can cut the bill sharply. Here is how to split traffic…
How to Use Grok Code Fast for Rapid Prototyping
Grok Code Fast is xAI's coding model tuned for speed over depth. It is cheap, quick, and good for scaffolding. Here is when it helps…
How to Migrate an Existing App to Mistral Large 3 Safely
Swapping models in a live app is not a config change. Mistral Large 3 behaves differently on prompts, JSON, and safety. Here is a migration…
How to Use Mistral Large 3 via API in Under 10 Minutes
Mistral Large 3 is a European frontier model with a clean API and EU data handling. Here is how to make your first call, what…
How to Use Nano Banana 3 for Ecommerce Edits Without Redoing Shoots
Most ecommerce studios reshoot for a color variant or a new background. Nano Banana 3 can skip that. Here is a production workflow, its limits,…
How to Edit Photos With Nano Banana 3 and Keep Faces Consistent
Nano Banana 3 edits existing images instead of inventing new ones. The trick is keeping the same face across shots. Here is the workflow that…
How to Self-Host Wan 2.7 Video Generation on Your Own GPU
Running Wan 2.7 locally removes per-clip fees but adds real hardware and setup work. Here is the VRAM you need, the install path, and when…
How to Generate AI Video With Wan 2.7 and Avoid Warped Motion
Wan 2.7 is Alibaba's open-weight video model. It runs locally if you have the GPU, and the API is cheap. Here is how to prompt…
How to Use Seedream 5.5 for Product Mockups That Sell
Ecommerce mockups live or die on label text and consistent lighting. Here is a Seedream 5.5 workflow for packaging, plus the tricks that keep a…
How to Generate Images With Seedream 5.5 and Control Text
Seedream 5.5 is ByteDance's image model with a big jump in rendered text. Here is how to prompt it, what it costs, and where it…