Skip to content
HIPS
  • Earn with your GPU
  • Pricing
  • Docs
Sign inJoin early access
⌘K

Get started

  1. 01Developer hub
  2. 02Quickstart
  3. 03Migrate to HIPS

Guides

  1. 04HIPS SDK
    1. APython
    2. BTypeScript and JavaScript
    3. CGo
    4. DRust
    5. EJava
    6. F.NET
    7. GPHP
    8. HRuby
  2. 05Import and run your model
  3. 06Model and task guides
    1. ATask guides
    2. BLanguage (chat)
    3. CClassification
    4. DImage
    5. EVideo
    6. FAudio
    7. GDocument processing
  4. 07Batch jobs
  5. 08Prompt caching
  6. 09Coding-tool setup
    1. AClaude Code
    2. BOther coding tools and editor integrations
  7. 10Command line
    1. ASign in

Reference

  1. 11API reference
    1. AAuthentication
    2. BChat completions
    3. CResponses
    4. DModels
    5. ETasks
    6. FJobs
    7. GUploads
    8. HDeployments
    9. IRequirements and headers
    10. JErrors
    11. KUsage
    12. LVersioning
  2. 12Operating guidance
    1. ALimits
    2. BErrors
    3. CRetries and billing outcomes
    4. DIdempotency
    5. EStreaming
    6. FData handling
    7. GCompatibility matrix
  3. 13Changelog
Sheet indexQuickstart

Get started

  1. 01Developer hub
  2. 02Quickstart
  3. 03Migrate to HIPS

Guides

  1. 04HIPS SDK
    1. APython
    2. BTypeScript and JavaScript
    3. CGo
    4. DRust
    5. EJava
    6. F.NET
    7. GPHP
    8. HRuby
  2. 05Import and run your model
  3. 06Model and task guides
    1. ATask guides
    2. BLanguage (chat)
    3. CClassification
    4. DImage
    5. EVideo
    6. FAudio
    7. GDocument processing
  4. 07Batch jobs
  5. 08Prompt caching
  6. 09Coding-tool setup
    1. AClaude Code
    2. BOther coding tools and editor integrations
  7. 10Command line
    1. ASign in

Reference

  1. 11API reference
    1. AAuthentication
    2. BChat completions
    3. CResponses
    4. DModels
    5. ETasks
    6. FJobs
    7. GUploads
    8. HDeployments
    9. IRequirements and headers
    10. JErrors
    11. KUsage
    12. LVersioning
  2. 12Operating guidance
    1. ALimits
    2. BErrors
    3. CRetries and billing outcomes
    4. DIdempotency
    5. EStreaming
    6. FData handling
    7. GCompatibility matrix
  3. 13Changelog
02
  1. Docs/
  2. Quickstart

PreviewNot yet validated. Join early access

llms.txt

Your first HIPS inference request

The first request should be small and easy to inspect. This preview shows the intended setup for a supported chat-completion model using familiar clients.

HIPS will supply the API root, a supported model or deployment identifier, and instructions for creating a key. The environment variables below are configuration names, not live credentials or service addresses.

On this sheet

  1. Five steps
  2. What comes back
  3. Client guides

Five steps

HIPS SDK

  • Python
  • TypeScript and JavaScript
  • Go
  • Rust
  • Java
  • .NET
  • PHP
  • Ruby
All SDKs
Install$ pip install openai
00000000000000000000000000000000000000001import os2from openai import OpenAI3 4client = OpenAI(15    api_key=os.environ["HIPS_API_KEY"],26    base_url=os.environ["HIPS_BASE_URL"],  # https://ai.hips.com/v17)48result = client.chat.completions.create(39    model=os.environ["HIPS_MODEL"],10    messages=[{"role": "user", "content": "Explain GPU inference in two sentences."}],11)12print(result.choices[0].message.content)
5Returns
Body
choices[0].message.content<the answer>usage{ prompt_tokens, completion_tokens, total_tokens }
Headers
x-hips-request-idreq_...x-hips-cost-micros<integer, USD micro-dollars>

These examples illustrate a future interface contract. Confirm the client version, route, model, and supported fields in the launch documentation before using them. Keep keys on the server or in an appropriate secret store, rather than shipping them in a public browser application.

On this sheet3 sections
  1. Five steps
  2. What comes back
  3. Client guides

What comes back

Every route is relative to the base URL, https://ai.hips.com/v1, the value of HIPS_BASE_URL that each sample names in its comment.

A chat completion in OpenAI's shape. Its id is the request id (req_...), the same value as the x-hips-request-id header, so a log line and a support question name the same thing. usage holds the token counts; the charge is in the x-hips-cost-micros header, never in usage. The Usage and Requirements and headers pages list every field.

Fig. 2, what comes back

Client guides

One guide per provider-style client and version is added only with a validated row in the compatibility matrix. None exists at launch.

Related sheets

  • Migrate to HIPS
  • Chat completions reference
Previous sheetDeveloper hub
Next sheetMigrate to HIPS
Sheet
02 of 13
Updated
2026-10-21
Status
Preview
Join early access

Product

  • Inference
  • Models
  • Deploy your model
  • Always-on GPU capacity
  • How it works
  • Use cases
  • Pricing

Developer

  • Docs
  • Quickstart preview
  • Migrate to HIPS
  • HIPS SDK
  • Batch jobs
  • API reference

Provider

  • Earn with your GPU
  • Register GPU interest
  • Download for Mac
  • Download for Windows
  • Download for Linux

Resource

  • Security and Data
  • Resources
  • llms.txt

Company

  • About
  • Contact
  • Affiliate program
  • HIPS Payments

Legal

  • Legal
  • Consumer Health Data Privacy Policy
  • Report content
  • Cookie settings

Support

  • Contact HIPS
  • Looking for payments support?

HIPS. AI inference for builders.

hips.com

Hyperscale Inference Processing Systems OÜ