Headless AI Analytics API — 8+ Endpoints

Query any dataset with natural language

Query any CSV, JSON, or Parquet file with natural language. No SQL required.

curl -X POST "https://analytics.toolkitapi.io/v1/analyze" \
  -H "X-API-Key: YOUR_KEY" \
  -H "Content-Type: application/json" \
  -d '{"data_url":"https://toolkitapi.io/sales.csv","file_type":"csv","prompt":"Top 5 products by revenue"}'
import httpx

resp = httpx.post(
    "https://analytics.toolkitapi.io/v1/analyze",
    json={
        "data_url": "https://toolkitapi.io/sales.csv",
        "file_type": "csv",
        "prompt": "Top 5 products by revenue",
    },
    headers={"X-API-Key": "YOUR_KEY"},
)
print(resp.json())
const resp = await fetch(
  "https://analytics.toolkitapi.io/v1/analyze",
  {
    method: "POST",
    headers: { "X-API-Key": "YOUR_KEY", "Content-Type": "application/json" },
    body: JSON.stringify({
      data_url: "https://toolkitapi.io/sales.csv",
      file_type: "csv",
      prompt: "Top 5 products by revenue",
    }),
  }
);
const data = await resp.json();
console.log(data);
NL→SQL via GPT-4o-mini | CSV · JSON · Parquet | Free Tier Available | Read-only SQL Enforcement

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Zero infrastructure. Instant insights. Secure by design.

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Natural Language Queries

Describe what you want in plain English — the API generates and executes the SQL for you.

Zero Infrastructure

Point at any HTTPS CSV, JSON, or Parquet URL. No database setup, no ingestion, no ETL.

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Charts Included

Request a bar, line, scatter, pie, or table chart and receive a Plotly figure in one call.

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Secure by Design

Read-only SQL enforcement, HTTPS-only data sources, and no raw data ever stored server-side.

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