Predictive AI

Tatvora Predict AI

Make typing faster and smarter.

Tatvora Predict AI is a context-aware next word prediction API. It reads the text a user has typed so far and returns ranked continuations that your interface can offer as inline suggestions. Because it is designed for low-latency calls on every keystroke pause, it fits chat composers, email clients, CRM note fields and search boxes without making the input feel slow.

POST https://api.tatvora.com/api/v1/predict
POST https://api.tatvora.com/api/v1/predict
curl -X POST https://api.tatvora.comPOST /api/v1/predict \
  -H "Authorization: Bearer $TATVORA_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "text": "Please find attached the invoice for",
  "max_suggestions": 3
}'
How it works

The Predict pipeline

  1. User input
  2. Tatvora Predict AI
  3. Ranked suggestions
  4. Inline completion
See it work

What you send, and what you get back

A worked example of a single Predict AI call, end to end.

POST /api/v1/predict

1 · The user is typing

I would like to schedule a

Click a suggestion to accept it, exactly as your users would.

2 · We process

Tatvora Predict AI next-word prediction

3 · You receive

Context sent I would like to schedule a
Top suggestion meeting
Suggestions returned 4
Latency budget low, for keystroke use
{
  "success": true,
  "context": "I would like to schedule a",
  "predictions": ["meeting", "call", "demo", "session"]
}

Sample data for illustration. Suggestions shown here are fixed examples, not live model output. The text sent for prediction is processed in memory and discarded with the response.

Capabilities

What Predict AI can do

  • Next-word prediction
  • Predictive typing suggestions
  • Context-aware continuations
  • Sentence completion
  • Ranked smart text suggestions
  • Real-time prediction on keystroke pause
  • Low-latency responses suited to interactive inputs
  • Application-specific suggestion tuning
Use cases

Where it is applied

  • Chat and messaging composers
  • Email applications
  • CRM note and activity fields
  • Customer support consoles
  • Mobile applications
  • Long web forms
  • Search and query inputs
  • Productivity and note-taking tools
  • Enterprise applications with heavy text entry
API reference

Request and response

Authenticate with a bearer API key over HTTPS. Send a JSON body and receive a JSON response.

Request fields

  • text — the input text to continue
  • max_suggestions — how many ranked predictions to return
  • Authorization: Bearer YOUR_API_KEY — required header

Endpoints and payloads shown on this site are illustrative examples of the published interface. Never expose a secret API key in client-side code.

Request body
{
  "text": "Please find attached the invoice for",
  "max_suggestions": 3
}
200 OK — example response
{
  "success": true,
  "request_id": "req_77aa1e6b",
  "predictions": ["review", "approval", "your"],
  "processing_time_ms": 38
}
More AI APIs

Combine Predict AI with the rest of the platform

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Extract text and structured information from images, scans, PDFs and office documents through a single document intelligence API.

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Try Tatvora Predict AI

Request an evaluation key and validate the model against your own data before choosing a plan.

Questions? Email support@tatvora.com