Deploy AI Models as APIs in Minutes — No ML Ops Needed.

Glimpse lets developers, analysts, and small businesses deploy open-weight AI models without managing servers or containers.

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Turn open-source AI into production APIs instantly.

Your Models, Your Rules, Instant Endpoints.

Deploy any HuggingFace or open-weight model in seconds.
Get a fully functional REST API for your projects.
Test models in the integrated playground before production.
Multi-tenant projects — each space isolated.
Scale automatically on demand with zero downtime.

Example API calls

curl -X POST https://api.glimpse.dev/v1/deploy -d '{"source":"huggingface","model":"meta-llama/Llama-3.1-8B-Instruct"}'

curl https://api.glimpse.dev/v1/models/{modelId}/predict -H 'Authorization: Bearer ...' -d '{"input":"Hello"}'

Open the Playground to test responses before production.

Playground Preview

Request

POST https://api.glimpse.dev/v1/models/{modelId}/predict
Authorization: Bearer <token>
Content-Type: application/json

{
  "input": "Summarize: Glimpse deploys AI models as APIs."
}

Response

{
  "id": "req_9f3...",
  "modelId": "mdl_123...",
  "output": "Glimpse lets you deploy open-weight models as production-ready APIs in minutes.",
  "latencyMs": 184,
  "usage": { "inputTokens": 12, "outputTokens": 22 }
}

Turn Open-Source AI into Production APIs

Deploy models in minutes, test in the Playground, and ship faster—without managing infrastructure.

Choose Model

Pick from HuggingFace or open-weight

Bring your own model or select a popular open-source model. No infra setup required.

Deploy

Instant REST API endpoint

One click to deploy and get a secure endpoint. No servers, containers, or ML Ops to manage.

Test & Scale

Playground and auto-scaling

Test in the integrated Playground, then call from your app. Multi-tenant isolation and zero-downtime scaling built in.