This Actor‘s pricing details are outlined in the table below. The unit prices you pay depend on your Apify subscription plan, with higher tiers offering better rates. Visit our pricing page to compare plans and see how much you can save.

Pricing	Free No discount	Starter Bronze discount	Scale Silver discount	Business Gold discount

Chunk row	$0.30 / 1,000	$0.30 / 1,000	$0.30 / 1,000	$0.30 / 1,000
Rag run	$3.00 / 1,000	$3.00 / 1,000	$3.00 / 1,000	$3.00 / 1,000
Actor start Infrequent	$0.00005	$0.00005	$0.00005	$0.00005
Additional costs
Platform usage	Free	Free	Free	Free

This Actor's pricing details are outlined in the table below. Visit our pricing page to compare plans and see how much you can save.

Pricing

Chunk row Each text chunk (primary)	$0.30 / 1,000
Rag run One chunking pass	$3.00 / 1,000
Actor startInfrequent Charged when the Actor starts running. Number of events charged depends on Actor memory (one event per GB, minimum one event).	$0.00005
Additional costs
Platform usageIncluded Platform usage costs are tied to the Actor's performance in terms of the underlying platform resources it consumes. Learn more	Free

Text Splitter & Chunker for RAG / LLMs

zenomastro/text-splitter-for-llm

Split text into clean, overlapping chunks ready for embeddings, vector databases, RAG and LLM context. Configurable size, overlap, and split strategy.

Rosario Vitale

Rag Content Chunker

labrat011/rag-content-chunker

Turn raw text, Markdown, or Apify datasets into token-perfect RAG chunks with deterministic IDs, source metadata, and a billing-ready summary—ready for embeddings or vector DBs without extra glue code.

mick_

RAG Post Processor - Text Cleaner & Chunker for LLM Pipelines

jalicia/rag-post-processor

Clean and chunk scraped text for RAG and LLM pipelines. Strips HTML, collapses whitespace, splits into overlapping chunks ready for embedding. Works standalone or chained after any scraper. Per-row billing.

Jordan Wagner

Text Cleaner For RAG

junipr/text-cleaner-for-rag

Clean web text for RAG by removing boilerplate, normalizing whitespace, and producing chunk-ready text.

junipr

AI / RAG Web Crawler

groupoject/ai-rag-web-crawler

Crawl any website and extract clean, LLM-ready Markdown chunks to feed AI agents, chatbots, and RAG pipelines. One row per embeddable chunk.

Group Oject

Rag Embedding Generator

labrat011/rag-embedding-generator

Generate vector embeddings from text or chunked datasets using OpenAI or Cohere. Chains with RAG Content Chunker for end-to-end RAG pipelines. Outputs raw vectors ready for any vector database.

mick_

RAG-Ready Markdown Converter & Chunker

foxpink/apify-rag-markdown-chunker

Convert raw HTML/text into clean Markdown and split into ready-to-ingest chunks for RAG pipelines, Vector DBs, and LLM fine-tuning workflows.

Nguyễn Anh Duy

4.7

PDF to RAG Markdown Chunks for Embeddings

awesome_highboy/docforge

Convert PDFs into token-bounded Markdown chunks for RAG, embeddings, and vector databases (Pinecone, Chroma, Weaviate, Qdrant). Set maxTokens + overlap; get clean chunks with page number, token count, and SHA-256 content hash for dedup. JSON dataset ready for any LLM pipeline.