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LlamaIndex·Sep 17, 2026·rolling·open source
Parse Gateway
Parse Gateway is an intelligent document routing tool that analyzes PDF pages to determine their complexity. It automatically directs each page to the most cost-effective parsing tier—ranging from local LiteParse to advanced LlamaParse—ensuring optimal performance and cost efficiency for LLM pipelines.
Document ParsingOCRLLM PipelinesPDF Processing
overview
Parse Gateway is an intelligent document routing tool that analyzes PDF pages to determine their complexity. It automatically directs each page to the most cost-effective parsing tier—ranging from local LiteParse to advanced LlamaParse—ensuring optimal performance and cost efficiency for LLM pipelines.
key features
- 01Complexity-aware page routing
- 02Tiered parsing (LiteParse vs. LlamaParse)
- 03Manual approval workflow for cost control
- 04Layout-aware OCR and text extraction
- 05Combined markdown export
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