Deprecated

Pricing

from $90.00 / 1,000 schema validateds

See alternative Actors

Go to Apify Store

Rag Evaluation Dataset Generator

Deprecated

See alternative Actors

Generate citation-grounded RAG evaluation datasets from websites, sitemaps, PDFs, text, and inline documents. Create validated factual, multi-hop, unanswerable, and adversarial test cases with exact evidence quotes, grading hints, and JSONL, CSV, or RAGAS-ready exports.

Pricing

from $90.00 / 1,000 schema validateds

Rating

0.0

(0)

Developer

Troy Hendrick

Actor stats

Bookmarked

Total users

Monthly active users

a month ago

Last modified

Categories

Automation

Developer tools

You can access the Rag Evaluation Dataset Generator programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {}
9
10# Run the Actor and wait for it to finish
11run = client.actor("systra_ai/systra-ai-rag-evaluation-dataset-generator").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
15for item in client.dataset(run.default_dataset_id).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Rag Evaluation Dataset Generator API in Python

The Apify API client for Python is the official library that allows you to use Rag Evaluation Dataset Generator API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Rag Evaluation Dataset Generator API in JavaScript

Rag Evaluation Dataset Generator API through CLI

Rag Evaluation Dataset Generator OpenAPI definition

Rag Evaluation Dataset Generator API

YouTube Subtitles & AI LLM Context

unrivaled_fortress/youtube-transcript-summary-ai

Extract full transcripts, auto-captions, and timestamps from any YouTube video in seconds. Formatted for ChatGPT, Claude, RAG, and AI summarizers.

David A

Dataset Transformer: Filter, Dedupe, JSON to CSV

humble-echidna/dataset-transform

Transform your Apify dataset or a CSV, JSON or JSONL file from a URL: filter rows, remove duplicates by any fields, sort, pick and rename fields, flatten nested JSON. Output to a dataset, plus an optional CSV or JSONL file (JSON to CSV in one step). Pay per output row.

Michael Costa

Perplexity Ultra - Grounded JSON Extraction

chriskelch77/perplexity-ultra

Turn grounded web research into validated JSON with schema enforcement, source merging, confidence scoring, and batch processing.

Chris

Sitemap to RAG Dataset

ghostgrid/sitemap-to-rag-dataset

Convert any website sitemap into an LLM-ready dataset for RAG pipelines.

GhostGrid

Web-to-Markdown Generator for AI & RAG Pipelines

profitstack/web-to-markdown-generator-for-ai-rag-pipelines

Convert any website into clean, heading-based chunking, LLM-ready Markdown for RAG and AI agents.

Manas Mantri

🧽 Dataset Deduplicator - Clean Any Scraped Dataset

that_red_bird/dataset-deduplicator

🧽 Upload any dataset — scraped rows, a RAG corpus, an export — and get back exact AND near-duplicates removed, plus a per-field data quality report. ✅ MinHash + LSH banding finds near-duplicate text at scale without O(n²) pairwise comparison.

mohamed alaya

⚡ Web to LLM Clean Markdown & RAG Crawler

unrivaled_fortress/llm-markdown-clean-web-crawler

Convert any webpage into clean, LLM-ready markdown. Strips ads, navbars, and cookie banners to optimize AI context tokens for ChatGPT, Claude, and RAG.

David A

CourtListener RECAP Documents Scraper - PACER Filings

parseforge/courtlistener-recap-documents-scraper

Scrape individual RECAP filings from CourtListener: docket entry text, page count, public PDF link, court, judge and case. Export to CSV, JSON, Excel or XML.

ParseForge

PDF Text Extractor — Text & Metadata from URLs

alaudinburki/pdf-text-extractor

Download PDF files by URL and extract their text and metadata (page count, title, author) — whole-document or per-page. Honest per-URL status. No auth.

alaudin burki

GitHub Repo to RAG

bindler/github-repo-to-rag

Turn any public GitHub repository into a clean dataset of code and documentation files. One download, no API token, no rate limits. Built for AI coding assistants and RAG.