Data Products Open Access

Open Data

FNI-ranked AI entity datasets in Apache Parquet format. Updated every factory cycle. Use with DuckDB, Polars, pandas, or Spark.

FNI Lite

Free

Core ranking data: entity ID, title, 300-char abstract, FNI score, and FNI version. Ideal for search indices, RAG pipelines, and quick analysis.

Format: Apache Parquet (Snappy) Fields: 5 Version: FNI V2.0
Download .parquet
Schema
id title abstract_300 fni_score fni_version
Quick Start 
import duckdb
db = duckdb.connect()
df = db.sql("SELECT * FROM 'https://cdn.free2aitools.com/datasets/fni_lite_latest.parquet' ORDER BY fni_score DESC LIMIT 20").df()
print(df)

API Access

GET /api/v1/datasets              # List available files
GET /api/v1/datasets?file=fni_lite_latest  # Redirect to download