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Occasional, engineering-led notes on applied AI — what we're building, running, and learning in production.
Occasional, engineering-led notes on applied AI — what we're building, running, and learning in production.
Chat, image generation, and embeddings over one OpenAI-compatible HTTP API — scoped keys, usage-based credits, and hardware we own and operate. Try it live below.
A live model from the Webanto AI Platform — served through the same API available to platform users.
Not sure where to start? Try one of these:
Five model families, addressed by name in every request.
Language + vision model
Qwen3.6 35B, self-hosted. Multimodal, so it handles chat, extraction, summarization, and image understanding in one endpoint. Model id: "qwen".
Image generation
High-fidelity text-to-image generation on dedicated GPU hardware. Ideal for editorial, product, and marketing imagery. Model id: "flux.2-dev".
Text embeddings
Fast, high-quality text embeddings for semantic search, RAG pipelines, clustering, and deduplication. Model id: "nomic-embed-text".
Image + text embeddings
512-dimensional embeddings for images and text in one shared space, so a text query can rank images directly. Cross-modal search, zero-shot classification, ranking. Model id: "clip".
Image embeddings
Self-supervised vision embeddings for image search, visual similarity, clustering, and downstream classification. Model id: "dinov3".
Familiar request and response shapes — point your existing embeddings or chat client at our base URL.
Grant each key only the access it needs: embeddings, chat, images, or any combination.
Pay for what you call — embeddings by input, chat by tokens — from one org credit balance.
Every key is independently rate limited, so one integration can't starve another.
Create, name, and scope keys yourself from the dashboard — no sales call to get started.
Rotate or revoke a key from the dashboard and it takes effect on the very next request.
Usage is metered in credits from your organization's monthly pool. Pick the pool that fits — upgrade, downgrade, or cancel any time.
$19/month
10,000 credits / month
For prototypes and side projects.
$79/month
50,000 credits / month
For products in active development.
$249/month
200,000 credits / month
For production workloads.
Create a key in the dashboard, then embed your first inputs.
curl https://api.webanto.com/api/v1/embeddings \
-H "Authorization: Bearer $WEBANTO_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"nomic-embed-text","input":["a photo of a cat"]}'We also engineer custom AI-driven software — intelligent ERPs, AI-driven sites and portals, and vision pipelines — as fixed-bid engagements from $50,000.