Nils Durner
commited on
Commit
•
e6ad240
1
Parent(s):
679fce2
docx support
Browse files- app.py +11 -6
- doc2json.py +181 -0
- requirements.txt +2 -1
app.py
CHANGED
@@ -4,6 +4,8 @@ import os
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from openai import OpenAI
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import json
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dump_controls = False
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log_to_console = False
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@@ -48,13 +50,16 @@ def add_text(history, text):
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return history, gr.Textbox(value="", interactive=False)
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def add_file(history, file):
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content =
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fn = os.path.basename(file.name)
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history = history + [(f'```{fn}\n{content}\n```', None)]
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from openai import OpenAI
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import json
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from doc2json import process_docx
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dump_controls = False
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log_to_console = False
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return history, gr.Textbox(value="", interactive=False)
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def add_file(history, file):
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if file.name.endswith(".docx"):
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content = process_docx(file.name)
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else:
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with open(file.name, mode="rb") as f:
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content = f.read()
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if isinstance(content, bytes):
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content = content.decode('utf-8', 'replace')
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else:
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content = str(content)
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fn = os.path.basename(file.name)
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history = history + [(f'```{fn}\n{content}\n```', None)]
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doc2json.py
ADDED
@@ -0,0 +1,181 @@
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from collections import defaultdict
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import json
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import zipfile
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from lxml import etree
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# Define common fonts to ignore
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common_fonts = {
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'Times New Roman',
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'Arial',
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'Calibri',
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# Add any other common fonts here
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}
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# Define elements to ignore
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ignored_elements = {
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'proofErr',
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'bookmarkStart',
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'bookmarkEnd',
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'lastRenderedPageBreak',
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'webHidden',
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'numPr',
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'pBdr',
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'ind',
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'spacing',
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'jc',
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'tabs',
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'sectPr',
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'pgMar'
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# Add any other elements to ignore here
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}
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# Define attributes to ignore
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ignored_attributes = {
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'rsidR',
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'rsidRPr',
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'rsidRDefault',
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'rsidP',
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'paraId',
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'textId',
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'rsidR',
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'rsidRPr',
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'rsidDel',
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'rsidP',
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'rsidTr',
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# Add any other attributes to ignore here
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}
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# Define metadata elements to ignore
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ignored_metadata_elements = {
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'application',
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'docSecurity',
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'scaleCrop',
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'linksUpToDate',
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'charactersWithSpaces',
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'hiddenSlides',
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'mmClips',
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'notes',
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'words',
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'characters',
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'pages',
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'lines',
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'paragraphs',
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'company',
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'template',
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# Add any other metadata elements to ignore here
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}
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def remove_ignored_elements(tree):
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"""Remove all ignored elements from the XML tree, except highlights."""
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for elem in tree.xpath(".//*"):
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tag_without_ns = elem.tag.split('}')[-1]
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if tag_without_ns in ignored_elements:
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elem.getparent().remove(elem)
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elif elem.tag == '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}rPr': # Check for highlights in rPr
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if not any(child.tag.endswith('highlight') for child in elem.getchildren()):
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elem.getparent().remove(elem)
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else:
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# Remove ignored attributes
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for attr in list(elem.attrib):
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attr_without_ns = attr.split('}')[-1]
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if attr_without_ns in ignored_attributes or attr_without_ns.startswith('rsid'):
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del elem.attrib[attr]
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return tree
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def etree_to_dict(t):
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"""Convert an lxml etree to a nested dictionary, excluding ignored namespaces and attributes."""
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tag = t.tag.split('}')[-1] # Remove namespace URI
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if tag in ignored_elements:
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return None
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d = {tag: {} if t.attrib else None}
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children = list(t)
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if children:
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dd = defaultdict(list)
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for dc in filter(None, map(etree_to_dict, children)):
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for k, v in dc.items():
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dd[k].append(v)
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d = {tag: {k: v[0] if len(v) == 1 else v for k, v in dd.items()}}
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if t.attrib:
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# Filter out common fonts and ignored attributes
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filtered_attribs = {}
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for k, v in t.attrib.items():
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k = k.split('}')[-1] # Remove namespace URI
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if k in ('ascii', 'hAnsi', 'cs', 'eastAsia'):
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if v not in common_fonts:
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filtered_attribs[k] = v
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elif k not in ignored_attributes and not k.startswith('rsid'):
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filtered_attribs[k] = v
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d[tag].update(filtered_attribs)
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if t.text:
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text = t.text.strip()
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# Here we ensure that the text encoding is correctly handled
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text = bytes(text, 'utf-8').decode('utf-8', 'ignore')
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if children or t.attrib:
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if text:
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d[tag]['#text'] = text
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else:
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d[tag] = text
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if not t.attrib and not children and not t.text:
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return None
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return d
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# Additionally, update the 'remove_ignored_elements' function to fix encoding
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def remove_ignored_elements(tree):
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"""Remove all ignored elements from the XML tree, except highlights."""
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for elem in tree.xpath(".//*"):
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tag_without_ns = elem.tag.split('}')[-1]
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if tag_without_ns in ignored_elements:
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elem.getparent().remove(elem)
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elif elem.tag == '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}rPr': # Check for highlights in rPr
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if not any(child.tag.endswith('highlight') for child in elem.getchildren()):
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elem.getparent().remove(elem)
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else:
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# Remove ignored attributes
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for attr in list(elem.attrib):
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attr_without_ns = attr.split('}')[-1]
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if attr_without_ns in ignored_attributes or attr_without_ns.startswith('rsid'):
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del elem.attrib[attr]
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# Decode the text correctly for each XML element
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for elem in tree.xpath(".//text()"):
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elem_text = elem.strip()
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encoded_text = bytes(elem_text, 'utf-8').decode('utf-8', 'ignore')
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parent = elem.getparent()
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if parent is not None:
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parent.text = encoded_text
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return tree
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def extract_metadata(docx):
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"""Extract metadata from the document properties, ignoring specified elements."""
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metadata = {}
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with docx.open('docProps/core.xml') as core_xml:
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xml_content = core_xml.read()
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core_tree = etree.XML(xml_content)
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for child in core_tree.getchildren():
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tag = child.tag.split('}')[-1] # Get tag without namespace
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if tag not in ignored_metadata_elements:
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metadata[tag] = child.text
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return metadata
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def process_docx(file_path):
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# Load the document with zipfile and lxml
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with zipfile.ZipFile(file_path) as docx:
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metadata = extract_metadata(docx)
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with docx.open('word/document.xml') as document_xml:
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xml_content = document_xml.read()
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document_tree = etree.XML(xml_content)
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# Remove the ignored elements
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document_tree = remove_ignored_elements(document_tree)
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# Convert the rest of the XML tree to a dictionary
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document_dict = etree_to_dict(document_tree)
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document_dict['metadata'] = metadata # Add metadata to the document dictionary
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docx_json = json.dumps(document_dict, ensure_ascii=False, indent=2)
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return docx_json
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requirements.txt
CHANGED
@@ -1,2 +1,3 @@
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gradio
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-
openai >= 1.0.0
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gradio
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openai >= 1.0.0
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lxml
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