Documentation

Introduction

Overview Overview AIVAX is an AI orchestration platform for building, operating, and evaluating AI applications through one account, API surface, and … Getting Started Getting Started This guide takes you from an AIVAX account to a verified OpenAI-compatible chat completion. The example uses Python and a … Authentication Authentication AIVAX authenticates API requests with account API keys. AIVAX accepts API keys via: Authorization: Bearer <API_KEY> … Pricing Pricing Service usage prices are listed below in USD. M means one million tokens; 1k means one thousand units. Approximate prices (~) vary … Plans and Limits Plans and Limits AIVAX has three account plans: Free, Pro, and Max. The current plan is stored on the account and controls model access, … Data Collecting Data Collecting AIVAX offers an optional semantic data collection program for accounts that choose to contribute eligible RAG and reranking … Changelogs Changelogs Technical changes that affect AIVAX products, services, or the public API. Dates identify when entries were added or updated, not …

RAG and collections

Collections and Documents Collections and Documents AIVAX provides a RAG (Retrieval-Augmented Generation) service for storing documents and retrieving them later … Media Injector Media Injector Media Injector turns a source file into focused, self-contained documents inside an AIVAX RAG collection. It examines the … Semantic Search Semantic Search The semantic search API searches one or more collections and returns the most relevant indexed documents for the supplied … Text Segmentation Text Segmentation Text segmentation divides source documents into semantically cohesive strings that can be embedded or indexed in a RAG … Text Classification Text Classification Use text classification to rank a fixed set of labels for one or more documents without training a custom classifier. … Rerankers Rerankers Rerankers reorder an existing set of candidate documents for a query. They do not search a collection or recover text that is … Reflex Reflex Reflex is AIVAX’s collection-less search for RAG. Send a query together with candidate document strings and receive the most … Best Practices for RAG Best Practices for RAG Use this guide when preparing documents for AIVAX collections and semantic search. The search pipeline indexes …

Inference

AI Gateway AI Gateway An AI Gateway is a persistent inference configuration. It lets you call a gateway by model name while AIVAX applies the … Inference Inference AIVAX exposes an OpenAI-compatible chat/completions API with additional AIVAX parameters. The additions are optional and are … Agentic Tests Agentic Tests Agentic Tests evaluates how an AI Gateway behaves across a complete, goal-oriented conversation instead of grading one … Voice Session Voice Session Voice Session is AIVAX’s low-latency, stateful voice API. It keeps the authenticated AIVAX WebSocket endpoint while … AI Pipelines AI Pipelines AI Gateway pipelines are the processing steps AIVAX applies before and during inference. They can add context, rewrite queries, … Structured Responses Structured Responses AIVAX can produce structured JSON through two paths: response_schema: AIVAX validates the final model output against a … AI Workers AI Workers AI Gateway workers are HTTP hooks that let an external service control gateway execution at runtime. A worker can allow an event, …

Web Foundation

Web Search Web Search Web Search retrieves current information from the internet for research, fact checking, and answers that need sources beyond the … Fetch and OCR Fetch and OCR Fetch and OCR extracts readable text from web pages and supported documents so applications and agents can use their content …

Generations

Semantic decisions Semantic decisions Semantic decisions evaluate named questions against a shared state and return structured answers rather than a generated … Speech Generation Speech Generation Use Speech Generation when your application already has final text and needs playable audio without running a chat … Audio Transcriptions Audio Transcriptions Use Audio Transcriptions to convert recorded speech into text for search, review, captions, or downstream automation. … Media Descriptions Media Descriptions Use Media Descriptions when an application needs structured information from audio, images, video, or PDF content. … Teach Skill Teach Skill Use Teach Skill to turn recorded demonstrations into reusable, step-by-step skill instructions. Typical uses include capturing … Image Generation Image Generation Use Image Generation to create images from a text prompt in an application workflow. Typical uses include draft …

Resources and features

Skills Skills Skills (also known as abilities) can be used to improve how your agent performs on specific tasks. Skills are special instructions … Chat Clients Chat Clients A chat client provides a user interface via an AI Gateway that allows the user to converse with their assistant. A chat client … Batch Batch Batch is AIVAX’s feature for running the same AI workflow over many independent items. It turns a list of inputs into a …

Tools

Built-in Tools Built-in Tools AIVAX provides a list of built-in tools for you to enable in your model. These tools can be used together with the … Support for Model Context Protocol (MCP) Support for Model Context Protocol (MCP) You can bind external MCP protocol tools to your AI Gateway. The protocol defines tools that run on … Protocol Functions Protocol Functions Protocol functions are AIVAX server-side tools. They let a model request a named action while AIVAX executes the action … Shell Shell AIVAX offers a virtual shell environment that can be used by agent assistants to execute terminal commands during inference. This …

MCP Utilities

Collections MCP Collections MCP The Collections MCP exposes one or more AIVAX RAG collections as tools for compatible MCP clients. Use it when an external … Documentation MCP Documentation MCP The AIVAX documentation MCP exposes AIVAX documentation, API reference content, and model metadata to MCP-compatible … Account management MCP Account management MCP The account management MCP exposes selected AIVAX account operations to an MCP-compatible client, such as an IDE, … Web utilities MCP Web utilities MCP The web utilities MCP exposes AIVAX web retrieval tools to any MCP-compatible client. Use it when an agent, IDE, desktop … Media generation MCP Media generation MCP The media generation MCP exposes AIVAX image generation and speech generation (text-to-speech) to any MCP-compatible … Inference MCP Inference MCP The Inference MCP exposes an AIVAX integrated model or AI Gateway as a tool for compatible MCP clients. Use it when another …

Legal documents

Privacy Policy Privacy Policy Revision: 1.4 Effective date: August 1, 2026 Previous update: July 20, 2026 Last updated: September 26, 2026 Welcome to … Terms of Use Terms of Use Revision: 1.4 Effective date: August 1, 2026 Previous update: July 20, 2026 Last updated: September 26, 2026 Welcome to AIVAX. … Data Processors Data Processors AIVAX uses third-party services for specific operations such as infrastructure, object storage, email delivery, payment …