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h2oai / h2ogpt

Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/
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doctr for scanned pdf #1614

Open InesBenAmor99 opened 5 months ago

InesBenAmor99 commented 5 months ago

I have doctr installed , When I upload a photo, it works very well and extracts text perfectly. However, when I upload a scanned PDF, it keeps processing for a very long time without any response or error. What could be missing?

it works also with a scanned pdf but : for exemple first page is not scanned (contains title or a sentence etc) and all the next pages are scanned , it extracts text from all the pages perfectly , but when the whole pdf is scanned it keeps processing without response.

pseudotensor commented 5 months ago

By default docTR isn't used if many pages for PDF. It's possible it's using OCR (unstructured package) instead. Can you tell from the command line? I would disable unstructured and OCR from expert panel in UI and try again. You can disable via CLI as well.

pymupdf is the default loader, unless the PDF is all (by pages) a scanned image based PDF, then it will revert progressively to other backup methods.

i.e. it does in order:

With CLI, you can disable everything except DocTR and see how goes. Then narrow down which thing is taking time. If it's many pages, DocTR does take some time, but I've seen OCR from unstructured take too long and even much longer and worse quality.

Also if you have a PDF that you can share that shows the issue, I'm happy to look. If you need to keep it semi-private, you can email me at jon.mckinney@h2o.ai.

InesBenAmor99 commented 5 months ago

Hello, thank you for responding. Actually, it's not for a specific PDF as mentioned. In general, if the PDF contains a title or something similar that is not scanned, and all the subsequent pages are scanned, it extracts , doctr works and extract text from the entire file. If the whole PDF is scanned, it continues processing without a response. I'm showing you an example in this video: The first document contains 7 pages. The first page contains a title that is not scanned, and the next 6 pages are all scanned. However, the tool extracts text from all pages (I can verify this through the document viewer ==> view database text). The second document is the document "image_based_pdf_sample" found in the test folder in h2ogpt, which is similar to my problematic documents. As you can see, it continues processing without responding. I shortened the video so I could share it here, but it's still processing, as shown in the screenshot.

https://github.com/h2oai/h2ogpt/assets/168529190/25c21a9c-a6ef-4ff9-938f-b53d6d92d411

image

pseudotensor commented 5 months ago

Can you do two things?

1) Add --verbose to he CLI options 2) do ps -auxwf |grep -A 5 -B 5 generate and share to see what is running. 3) When it's stuck, do kill -s SIGUSR1 for the that is the "generate.py" pid from above or a deeper fork (lower in list below generate in tree) and share the full output that goes to console. It will include many threads and that may show where it's stuck.

pseudotensor commented 5 months ago

Also, can you try gpt.h2o.ai -- do you have similar issues? This will help identify if it is an installation or computer issue.

InesBenAmor99 commented 5 months ago

Honestly, I didn't get the steps mentioned as I'm on a Windows VM, so I think the equivalent is to check running processes? But I'm sharing with you what is happening when I run with --verbose. 1) for a whole scanned pdf ( only doctr option is selected ) : image 2) for a pdf that containts a title that is not scanned and all other pages scanned : image

OTHER THING : that when i upolad the same whole scanned pdf without selecting doctr option i got this error
0 [main] python (3368) C:\Users\Ines_Ben_Amor\miniconda3\envs\h2ogpt\python.exe: *** fatal error - Internal error: TP_NUM_C_BUFS too small: 50 Stack trace: Frame Function Args 007D0AA07AE0 00021005FE8E (00021029B0CB, 00021026AB81, 000210314220, 007D0AA05400) msys-2.0.dll+0x1FE8E 007D0AA07AE0 0002100467F9 (02254D95B100, 02254D95B150, 000000000012, 02254D95B150) msys-2.0.dll+0x67F9 007D0AA07AE0 000210046832 (000000000032, 0000000010A1, 000210314220, 0010000004C0) msys-2.0.dll+0x6832 007D0AA07AE0 0002100E45FF (02254D95B180, 02254D95B100, 02254D95B0F0, 000000000012) msys-2.0.dll+0xA45FF 007D0AA07AE0 000210096063 (7FF84D462DF3, 000000000000, 000210314220, 001000000010) msys-2.0.dll+0x56063 007D0AA07AE0 00021005813C (000000000001, 000000000030, 000000000000, 001000000010) msys-2.0.dll+0x1813C 007D0AA07AE0 0002100D4B6E (000000000001, 000000000016, 0010000003E0, 022402350486) msys-2.0.dll+0x94B6E 007D0AA07AE0 000210193F2B (000000000001, 000000000016, 0010000003E0, 022402350486) msys-2.0.dll+0x153F2B 007D0AA07AE0 02240233215C (02243EEFEC48, 000000000006, 007D0AA07A28, 007D0AA07AF0) msys-magic-1.dll+0x215C 007D0AA07AE0 022402336947 (000000000000, 000000000001, 7FF81049362B, 007D0AA07B10) msys-magic-1.dll+0x6947 007D0AA07AE0 7FF825BF4541 (00000000000A, 007D0AA07D30, 7FF825BF4262, 000000000000) ffi-8.dll+0x4541 007D0AA07B10 7FF825BF4332 (000000000002, 02240A489320, 007D0AA07D70, 000000000000) ffi-8.dll+0x4332 007D0AA07D70 7FF825BF4212 (7FF81048DFF7, 02254DA33600, 02240A489320, 007D0AA07D10) ffi-8.dll+0x4212 007D0AA07D70 7FF82511B41F (0224023319F0, 007D0AA07D20, 000000000000, 022400000000) _ctypes.pyd+0xB41F 007D0AA07D70 7FF82511BE3E (02254DA38930, 02254DA38520, 000000000000, 007D00001101) _ctypes.pyd+0xBE3E 000000000002 7FF825116958 (02254DA37A00, 000000000000, 022400000000, 02254DA370A0) _ctypes.pyd+0x6958 000000000000 7FF8104ADEE8 (007D0AA08030, 0224D1C09630, 0224D1C09630, 000000000000) python310.dll+0x10DEE8 007D0AA08030 7FF8105B6B12 (7FF81080A140, 007D0AA08030, 0224432C72B0, 000000000000) python310.dll+0x216B12 007D0AA08030 7FF8105B2A18 (02254DA1F800, 02254DA1F800, 007D0AA08128, 000000000001) python310.dll+0x212A18 000000000043 7FF8105B5214 (02254DA1F7F0, 02254D6F7448, 0224C504E0A0, 000000000001) python310.dll+0x215214 007D0AA082B0 7FF8104AE29E (000087EB29E6, 02243F594F30, 0000000000A0, 02254DA44A00) python310.dll+0x10E29E 007D0AA082B0 7FF8105AE541 (02254D6F7450, 022591C1260A, 02254D6F72E0, 000000000000) python310.dll+0x20E541 007D0AA082B0 7FF8105B6B12 (02254DA408B0, 007D0AA082B0, 007D0AA082B0, 000000000000) python310.dll+0x216B12 007D0AA082B0 7FF8105B2FFD (007D0AA083A0, 007D0AA083A0, 7FF8105B0219, 000000000000) python310.dll+0x212FFD 000000000040 7FF8105B5214 (02254DA367C0, 02254DA367C0, 7FF81080EB90, 000000000000) python310.dll+0x215214 02254DA3C5B0 7FF8105AFEE2 (02243F53BD40, 02254DA3C5B0, 000000000010, 00001B000219) python310.dll+0x20FEE2 02243F53BD40 7FF8105AAEBE (02243F5350D0, 02243EEC0000, 02243EEC0000, 000000000000) python310.dll+0x20AEBE 02254DA37918 7FF8105A8888 (7FF810809AC0, 02240A489320, 02243F5350D0, 02240A489320) python310.dll+0x208888 02254DA37918 7FF8104F20F9 (007D0AA085F0, 02243F5350D0, 02254D6F7CE0, 0000000000A4) python310.dll+0x1520F9 007D0AA085F0 7FF8105B6DEC (02254DA36640, 007D0AA08620, 02254DA37908, 02254DA36700) python310.dll+0x216DEC 007D0AA08620 7FF8105B1E04 (02243F5015B0, 02243F5015B0, 02254DA323E0, 000000000003) python310.dll+0x211E04 00000000004F 7FF8105B5214 (02243F5015A0, 022520D6BB88, 7FF810809AC0, 000000000003) python310.dll+0x215214 End of stack trace (more stack frames may be present) Loaded modules: 7FF7BF570000 python.exe 7FF84D440000 ntdll.dll 7FF84BD30000 KERNEL32.DLL 7FF84AFD0000 KERNELBASE.dll 7FF84A9C0000 ucrtbase.dll 7FF83FB80000 VCRUNTIME140.dll 7FF8103A0000 python310.dll 7FF84C670000 WS2_32.dll 7FF84CCA0000 RPCRT4.dll 7FF84BC60000 ADVAPI32.dll 7FF84D210000 msvcrt.dll 7FF84D2D0000 sechost.dll 7FF840230000 VERSION.dll 7FF83F070000 zlib.dll 7FF84AD50000 bcrypt.dll 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libstdc++-6-58186925398578d557aa2556ccbf6d2e.dll 7FFECE840000 libde265-0-d2ff8eb04521754b4e12762167ebdaf9.dll 7FFECA350000 libx265-c6b040649b9621ebb6c4276513643392.dll 022402330000 msys-magic-1.dll 000210040000 msys-2.0.dll 022402300000 msys-z.dll 022402360000 msys-bz2-1.dll 022403920000 msys-lzma-5.dll 02254DAC0000 msys-zstd-1.dll Windows fatal exception: access violation

pseudotensor commented 5 months ago

I guess DocTR has issues with windows VM.