ANY FILE.
INSTANT API.
Upload CSV, Excel, or JSON — receive a live, documented REST API with Swagger UI, BM25 search, and automatic schema generation. Hybrid Rust + Python engine.
// SYSTEM CAPABILITIES
Protocol Feature Matrix
Universal File Parser
CSV, Excel (.xlsx), PDF tables, JSON — upload anything and the analyzer will parse it intelligently with Polars.
Auto Schema Extraction
Column types, nullable flags, and sample values detected automatically. OpenAPI 3.1 spec generated in milliseconds.
BM25 Full-Text Search
PostgreSQL + pg_search (ParadeDB). Search-engine speed on your dataset with zero extra infrastructure.
JWT Authentication
Secure token-based auth. Share read-only public datasets or keep them private with per-user access control.
Live Swagger UI
Every dataset gets an interactive OpenAPI explorer. Test endpoints and inspect schema directly in the browser.
Scheduled Updates
Point to a source URL with a cron schedule. Your API stays fresh automatically — no manual re-uploads.
// ARCHITECTURE OVERVIEW
Hybrid Core Stack
Maximum performance where it matters — Rust for concurrency, Python for intelligence.
Rust (Axum)
API Gateway — auth, JWT, data serving at 100k+ req/s
Python (FastAPI)
Analyzer Worker — Polars parsing, Pydantic schema, dynamic OpenAPI
PostgreSQL + pg_search
ACID storage with BM25 full-text search index built-in
// DATA FLOW
// READY TO INITIALIZE
Deploy your data API in seconds.
No infrastructure to manage. Upload, analyze, serve.