Developers

Build on VaultIQ

A governed API for everything your organization knows. Query enterprise memory, build agents, and embed trusted, source-backed AI into your own products, all inside your security boundary.

What you can build

Query enterprise memory

Ask in natural language and get permission-aware, source-backed answers with a single API call.

Build agents & teammates

Create AI teammates that reason over your data and take governed actions in your systems.

Embed chat anywhere

Drop a source-backed assistant into your website, product, or internal tools with a snippet.

Automate workflows

Trigger actions and sync results with webhooks and the tools your teams already use.

Makes AI coding assistants dramatically more efficient

VaultIQ delivers only the code, documentation, APIs, and design context needed for the task at hand. Instead of forcing Claude Code or OpenAI Codex to sift through an entire repository, they receive a focused, relevant working set.

Faster responses
Lower token usage
Lower cost
Higher-quality code generation

Quickstart

From zero to your first cited answer in three steps.

Get your API key

Generate a key in the Admin console, scoped to a vault and the permissions it should honor.

Install the CLI or SDK

Use the command-line tool, add the Python SDK, or call the REST API directly from anything that speaks HTTP.

Make your first query

Send a question to a vault and get back an answer with the sources it was drawn from.

Your first request

Ask a vault a question and receive a governed, cited answer, from the CLI or the REST API.

# Log in once, then query a vault from the command line
vaultiq login --api-key $VAULTIQ_API_KEY

vaultiq query --vault engineering \
  "How do we rotate API keys without downtime?"

# Pipe results into scripts and CI
vaultiq query --vault engineering --json \
  "List every service that reads the billing database" | jq '.sources'

curl https://api.vaultiq.ai/v1/query \
  -H "Authorization: Bearer $VAULTIQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "vault": "engineering",
    "question": "How do we rotate API keys without downtime?"
  }'

{
  "answer": "Rotate the key from Settings → API. Existing sessions stay valid for 24 hours, so there is no downtime.",
  "sources": [
    { "title": "API Key Rotation Guide", "uri": "vault://engineering/runbooks/api-keys" },
    { "title": "Session Policy", "uri": "vault://engineering/policies/sessions" }
  ]
}

Interfaces & tools

REST API

A simple HTTP API for querying memory, managing vaults, and running agents.

Python SDK

A typed client that handles auth, retries, and streaming responses.

Command line (CLI)

Query, script, and manage VaultIQ straight from your terminal and CI.

MCP server

Expose your vaults to MCP-compatible clients and coding agents.

Webhooks

Subscribe to events to trigger downstream actions and keep systems in sync.

Embeddable widget

A drop-in chat widget for your site or app, grounded in your content.

Integration examples

HPCIQ powers GUFI, the open-source Grand Unified File Index. Explore the source and integration examples on GitHub.

Built for production

Permission-aware on every call, the API honors your existing access controls
Every answer is source-backed and traceable
Scoped API keys, with full audit logs of access and actions
Runs in your environment, SaaS, VPC, private cloud, on-prem, or air-gapped

Why build on VaultIQ

One API for all of your organization's knowledge, already connected and governed.
Answers you can trust in production, cited, permission-aware, and auditable.
Deploys within your existing security and infrastructure model.