🧠 AI Controller Guide

When OpenAI's API isn't enough, we've got you covered.

The AI Controller is your Swiss Army knife for AI operations that go beyond simple chat. It provides form completions, embeddings, and structured outputs through specialized endpoints.

🎯 When to Use This Controller

Complex form completions with validation

Embedding generation for semantic search

Custom AI workflows that need structure

🚀 Endpoints

`POST /api/AI/CompleteForm`

The form wizard that understands context and compliance.

`POST /api/AI/Completion`

Raw AI power with compliance guardrails.

`POST /api/AI/Embedding`

Turn text into vectors, securely.

📋 Response Schemas

CompleteForm Response

Completion Response

Embedding Response

📋 Schema Deep Dive

QuestionRequest Schema

🎨 Real-World Examples

Compliance Form Automation

Smart Document Analysis

Semantic Search Implementation

🛡️ Compliance Features SOON

Automatic PII Detection

Industry-Specific Compliance SOON

🎯 Best Practices

1. Use Structured Outputs

2. Leverage Validation Rules

3. Batch for Efficiency

🚨 Error Handling

📊 Monitoring & Analytics SOON

🎁 Pro Tips

Pre-validate with embeddings: Check if user input is relevant before processing

Use question hints: Better hints = better AI completions

Model selection matters: GPT-4 for complex reasoning, GPT-3.5 for speed

Cache embeddings: They're deterministic for the same input

Stream large forms: Use server-sent events for real-time updates

OpenAI Migration Guide

Compliance Modes Explained

API Rate Limits

Webhook Integration

Remember: The AI Controller isn't just about AI - it's about AI that passes audits. Every request is logged, every output is checked, and your compliance team can sleep at night.

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ai-controller-guide

🧠 AI Controller Guide#

🎯 When to Use This Controller#

🚀 Endpoints#

POST /api/AI/CompleteForm#

POST /api/AI/Completion#

POST /api/AI/Embedding#

📋 Response Schemas#

CompleteForm Response#

Completion Response#

Embedding Response#

📋 Schema Deep Dive#

QuestionRequest Schema#

🎨 Real-World Examples#

Compliance Form Automation#

Smart Document Analysis#

Semantic Search Implementation#

🛡️ Compliance Features SOON#

Automatic PII Detection#

Industry-Specific Compliance SOON#

🎯 Best Practices#

1. Use Structured Outputs#

2. Leverage Validation Rules#

3. Batch for Efficiency#

🚨 Error Handling#

📊 Monitoring & Analytics SOON#

🎁 Pro Tips#

🔗 Related Resources#