Hi all, working on a GPT model with educational PDFs. Running into “Error Saving draft” when updating with larger files. Is there a data/file limit for GPT knowledge base? Any tips for large PDFs? Thanks!
#Handling ‘Error Saving Draft’ with PDFs
chilly solstice
light wagon
How many files can I upload at once per GPT?
Up to 20 files per GPT for the lifetime of that GPT. Keep in mind there are file size restrictions and usage caps per user/org.
https://help.openai.com/en/articles/8555545-file-uploads-faq
What are those file upload size restrictions?
All files uploaded to a GPT or a ChatGPT conversation have a hard limit of 512MB per file.
All text and document files uploaded to a GPT or to a ChatGPT conversation are capped at 2M tokens per file. This limitation does not apply to spreadsheets.
For images, there's a limit of 20MB per image.
Additionally, there are usage caps:
Each end-user is capped at 10GB.
Each organization is capped at 100GB.
Note: An error will be displayed if a user/org cap has been hit.
How does Knowledge work?
You can use the GPT editor to attach up to 20 files to a GPT. Each file can be up to 512 MB in size and can contain 2,000,000 tokens. You can include files containing images, but only the text is currently processed. When you upload a file, the GPT breaks the text up into chunks, creates embeddings (a mathematical way of representing text), and stores them for later use.
https://help.openai.com/en/articles/8843948-knowledge-in-gpts
When a user interacts with your GPT, the GPT can access the uploaded files to get additional context to augment the user’s query. The GPT chooses one of the following methods based on the requirements of the user’s prompt:
Semantic search - Returns relevant text chunks as described above.
Preferred when responding to “Q&A” style prompts, where a specific portion of the source document is required.
Document review - Entire short documents and/or relevant excerpts of larger documents are returned and included along with the prompt as additional context.
Preferred when responding to summarization or translation prompts, where the entire source document is required.
Hope these help