How APIPT Works

Getting Started

Transform your API interactions with natural language processing and intelligent schema understanding. Get started by setting up your environment and configuring your API.

1. Create Your Account

Start by creating your APIPT account to access all features.

  • Quick sign-up process
  • Secure authentication
  • Access to dashboard
Or
min. 8 characters

2. Create Company Project

Set up your first project to organize your APIs.

  • Organize multiple APIs
  • Custom project settings
  • Team collaboration
S
sarah@company.comAdmin
J
john@company.comMember

3. Configure Your API

Set up your API connection details.

  • Endpoint configuration
  • Authentication setup
  • Environment variables
GraphQL
RESTSoon
SQLSoon

To configure your GraphQL API, we'll need:

  • GraphQL endpoint URL
  • Authentication credentials
  • Access to introspection query

4. Upload API Schema

Upload your API schema for vectorization.

  • OpenAPI and GraphQL support
  • Automatic schema analysis
  • Vector embedding generation
GraphQL
RESTSoon
SQLSoon
Or

Upload GraphQL schema file

Drag & drop or click to browse

Query Process

How your natural language becomes API calls

1. Choose Interface

Select your preferred way to interact with APIPT.

  • Web-based dashboard
  • Language-specific SDKs
  • RESTful API endpoints

Select Interface

Web Dashboard

Use our intuitive web interface

SDK

Integrate with your codebase

REST API

Direct API access

2. Issue Natural Language Query

Send your plain text query through your chosen interface.

  • Natural language input
  • Context preservation
  • Query history tracking

Recent Queries

Find active users in US region
Get recent orders with status pending
Show top customers by revenue

3. RAG Processing

Your query is processed using our RAG pipeline to find relevant schema context.

  • Schema vectorization
  • Semantic search
  • Context aggregation

RAG Pipeline

1

Vector Search

User Schema98%
Order Schema45%
Product Schema23%
2

Context Extraction

User.status
User.region
User.createdAt
3

Context Assembly

Schema Context✓
Field Relations✓
Query Patterns...

4. LLM Generation

Generate precise API queries using context-aware language models.

  • Context-aware generation
  • Schema validation
  • Query optimization

Query Generation

Generating
▌
Schema Validation
Valid

5. Response Processing

Process and cache the response before returning to the user.

  • Response validation
  • Intelligent caching
  • Error handling
Validate
Cache
Return
Cache Status
Processing
Cache Keyquery_us_active_users
TTL
3600s
Response
Status200 OK
Time234ms
Size1.2KB

AI Generated Queries

Transform natural language into precisely optimized API queries. Our AI understands your schema's intent and structure, eliminating the need to write complex queries manually.

Powered by semantic vector search and large language models, we deliver contextually aware queries that adapt to your API's evolving capabilities, saving hours of development time.

Natural Language

Show me users who signed up this week in the US region

GraphQL

SQL

Coming Soon

REST

Coming Soon

AI Generated
1query {
2  users(
3    where: { 
4      createdAt: { 
5        gte: "this_week" 
6      }
7      region: "US"
8    }
9    orderBy: { createdAt: DESC }
10  ) {
11    id
12    name
13    email
14    createdAt
15  }
16}
APIPT LogoLearn How it Works

FAQ

How does APIPT's natural language processing work?

APIPT uses advanced vector embeddings and RAG (Retrieval Augmented Generation) to understand your API schema semantically. This allows it to convert natural language queries into precise API calls, matching user intent with the correct endpoints and parameters. Our system first analyzes and vectorizes your API schema, creating a rich semantic understanding of your API's structure and capabilities. When you make a natural language query, APIPT uses this vectorized knowledge to identify the most relevant endpoints and parameters, then generates the appropriate API calls using context-aware language models.

What types of APIs does APIPT support?

Currently, APIPT fully supports GraphQL APIs, with native schema introspection and query generation. Support for REST APIs and SQL databases is coming soon. Our platform is designed to be protocol-agnostic, allowing for expansion to additional API types in the future. For GraphQL APIs, we support full introspection, custom directives, and complex nested queries. Our REST API support will include OpenAPI/Swagger specification parsing, and our SQL support will cover major database systems including PostgreSQL, MySQL, and SQL Server.

How secure is APIPT with sensitive API data?

Security is our top priority. APIPT never stores your actual API data - only the schema structure is processed and vectorized. All communications are encrypted, and you maintain full control over API access patterns and authentication. We support various authentication methods including API keys, OAuth, and custom protocols. Our security measures include end-to-end encryption, and compliance with industry standards. Enterprise customers can also opt for private deployments with additional security controls and custom security policies.

What kind of performance impact should I expect?

APIPT is designed for minimal latency, typically adding only 50-100ms to query processing. Our intelligent caching system and vector search optimizations ensure fast response times. For high-performance requirements, we offer dedicated infrastructure and custom optimization options. The system includes automatic query optimization, smart caching strategies, and load balancing capabilities. Enterprise customers can also benefit from dedicated infrastructure and custom performance tuning based on their specific use cases.

How does team collaboration work?

APIPT includes built-in collaboration features. Team members can share projects, manage API versions together, and track usage patterns. Role-based access control ensures team members have appropriate permissions, and all actions are logged for accountability. Teams can collaborate on schema management, share custom configurations, and track API usage across different projects. Our platform also includes audit logs, usage analytics, and team-specific settings to facilitate effective collaboration while maintaining security.

Book your APIPT demo today.

Get in touch with our team to discuss how APIPT can help you create natural language API interfaces.

Request Demo