Free RAG plan; confirm paid rates
Vectorize
Managed RAG
Managed RAG platform for document ingestion, extraction, embeddings, vector-index synchronization and retrieval, with built-in or external vector database options.
Document parsing and RAG frameworks
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Published plans; availability unconfirmed
Ragie
Managed RAG
Documented managed RAG platform. Ragie announced joining Ticketmaster on July 27, 2026; continued independent service availability is unconfirmed.
SaaS from $100K/year
Vectara
Managed RAG
Managed retrieval-augmented generation platform with document indexing, hybrid search, reranking, cited answers and factual-consistency evaluation.
Free tier; paid from $19/month plus overage
Apify
Web ingestion
Cloud web scraping and automation platform with reusable Actors, crawl controls, datasets, scheduled runs and API/MCP access.
Free; paid from $19/month
Firecrawl
Web ingestion
Web ingestion API for turning websites into Markdown or structured data, with crawling, search, browser interaction, and a self-hostable open-source core.
Local software plus infrastructure; hosted usage-based, Team $400/month
Marker (Datalab)
Document parsing
Local document conversion to Markdown, HTML, JSON, and chunks, with Apache-licensed code and separately restricted model weights. Datalab offers a distinct Chandra-based hosted service.
Credits; hosted service retiring
Chunkr
Document parsing
Document parsing and schema extraction with layout coordinates and citations. Hosted API shuts November 15, 2026; separate open-source version remains available.
Usage-based; Growth and Enterprise by quote
Reducto
Document parsing
Document parsing and structured extraction APIs with Studio configuration, source citations, and deployment options for engineering teams.
Unstructured
Document parsing
Document parsing and ETL for LLMs: 60+ file types into RAG-ready elements, with an Apache-2.0 core and per-page cloud pricing.
LlamaParse
Document parsing
LlamaIndex's managed parser for complex PDFs, tables, and scans; credit-priced by mode from $0.00125 to $0.056 per page.
Haystack
RAG framework
deepset's open-source RAG framework: typed component pipelines, YAML serialization, and enterprise connectors under Apache-2.0.
LangChain
RAG framework
The most-adopted LLM framework, rebuilt on LangGraph in 1.0: durable agent execution, 1,000+ integrations, MIT-licensed; LangSmith is the paid layer.
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