Theron Tau 35297ca0d3 Add feature for extracting images from pdf and recognizing text from images. (#10653) ... **Description** It is for #10423 that it will be a useful feature if we can extract images from pdf and recognize text on them. I have implemented it with `PyPDFLoader`, `PyPDFium2Loader`, `PyPDFDirectoryLoader`, `PyMuPDFLoader`, `PDFMinerLoader`, and `PDFPlumberLoader`. [RapidOCR](https://github.com/RapidAI/RapidOCR.git) is used to recognize text on extracted images. It is time-consuming for ocr so a boolen parameter `extract_images` is set to control whether to extract and recognize. I have tested the time usage for each parser on my own laptop thinkbook 14+ with AMD R7-6800H by unit test and the result is: | extract_images | PyPDFParser | PDFMinerParser | PyMuPDFParser | PyPDFium2Parser | PDFPlumberParser | | ------------- | ------------- | ------------- | ------------- | ------------- | ------------- | | False | 0.27s | 0.39s | 0.06s | 0.08s | 1.01s | | True | 17.01s | 20.67s | 20.32s | 19,75s | 20.55s | **Issue** #10423 **Dependencies** rapidocr_onnxruntime in [RapidOCR](https://github.com/RapidAI/RapidOCR/tree/main) --------- Co-authored-by: Bagatur <baskaryan@gmail.com>		2023-10-05 18:51:59 -07:00
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agents	Use term keyword according to the official python doc glossary (#11338)	2023-10-03 12:56:08 -07:00
callbacks	docs: agents & callbacks fixes (#10066)	2023-09-01 13:28:55 -07:00
chains	Fix documents for RetrievalQAWithSourcesChain (#11292)	2023-10-03 17:36:16 -07:00
data_connection	Add feature for extracting images from pdf and recognizing text from images. (#10653)	2023-10-05 18:51:59 -07:00
memory	Fixed typo in get_started.mdx (#10163)	2023-09-04 00:09:50 -07:00
model_io	Docs: improve similarity search examples (#11298)	2023-10-03 21:47:08 -04:00