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LlamaParse connector for ChatGPT offloads document parsing from Astra

The LlamaIndex creator says parsing documents at scale with Astra costs over 10 cents per page, so he built a native LlamaParse connector that hands OCR and extraction off to LlamaParse.

Jerry Liu
@jerryjliu0Archived 2026.09.14Originally posted 2026.09.10
Jerry Liu @jerryjliu0Originally posted 2026.09.10
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Astra is awesome, but if you're using it specifically to parse and extract a massive volume of documents, you will break the bank (10c+ per page on parsing and extraction!) We've added a native LlamaParse connector to ChatGPT that gives the model access to high-quality document OCR and extraction at the pareto frontier of accuracy and cost. It contains native access to our parse and extract endpoints. Upload your most complex documents, and you can do the following: * digitalize it into extremely accurate context for any QA task * perform large-scale extraction from a set of documents with accurate grounding and citations Offload the higher-level reasoning to Astra, leave specialized doc parsing and extraction to us. ChatGPT plugin: https://chatgpt.com/plugins Come sign up here: https://cloud.llamaindex.ai/

This post quotes another post: x.com/llama_index/status/2097731325532811647

x.com/jerryjliu0/status/2097737867405701163Archived 2026.09.14 16:04