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app.py

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+import gradio as gr
+import re
+import datefinder
+from datetime import datetime
+
+class AdvancedActionItemExtractor:
+    def __init__(self):
+        self.patterns = self._build_patterns()
+        
+    def _build_patterns(self):
+        return [
+            {'pattern': r'(\b[A-Z][a-z]+\b)\s+will\s+([^\.]+?)\s+by\s+([^\.]+?)(?=\.|\s+and|\s*$)', 'groups': ['assignee', 'action', 'deadline']},
+            {'pattern': r'(\b[A-Z][a-z]+\b):\s+([^\.]+?)\s+by\s+([^\.]+?)(?=\.|\s+and|\s*$)', 'groups': ['assignee', 'action', 'deadline']},
+            {'pattern': r'(\b[A-Z][a-z]+\b)\s+to\s+([^\.]+?)\s+by\s+([^\.]+?)(?=\.|\s+and|\s*$)', 'groups': ['assignee', 'action', 'deadline']},
+            {'pattern': r'(\b[A-Z][a-z]+\b)\s+should\s+([^\.]+?)\s+by\s+([^\.]+?)(?=\.|\s+and|\s*$)', 'groups': ['assignee', 'action', 'deadline']},
+            {'pattern': r'\bI\s+will\s+([^\.]+?)\s+by\s+([^\.]+?)(?=\.|\s+and|\s*$)', 'groups': ['action', 'deadline'], 'assignee': 'Current Speaker'},
+        ]
+    
+    def extract(self, text):
+        if not text or not isinstance(text, str): return []
+        cleaned_text = re.sub(r'\s+', ' ', text)
+        action_items = []
+        sentences = re.split(r'[.!?]+', cleaned_text)
+        for sentence in sentences:
+            sentence = sentence.strip()
+            for pattern_config in self.patterns:
+                matches = re.finditer(pattern_config['pattern'], sentence, re.IGNORECASE)
+                for match in matches:
+                    action_item = self._parse_match(match, pattern_config, sentence)
+                    if action_item: action_items.append(action_item)
+        return action_items
+    
+    def _parse_match(self, match, pattern_config, sentence):
+        groups = match.groups()
+        action_item = {'assignee': None, 'action': None, 'deadline': None}
+        if 'assignee' in pattern_config: action_item['assignee'] = pattern_config['assignee']
+        for i, group_name in enumerate(pattern_config['groups']):
+            if i < len(groups):
+                if group_name == 'assignee': action_item['assignee'] = groups[i].title()
+                elif group_name == 'action': action_item['action'] = groups[i].strip()
+                elif group_name == 'deadline': action_item['deadline'] = groups[i].strip()
+        return action_item
+    
+    def format_output(self, action_items):
+        if not action_items: return "ACTION ITEMS:\nNo action items found."
+        output_lines = ["ACTION ITEMS:"]
+        for i, item in enumerate(action_items, 1):
+            deadline = item['deadline'] if item['deadline'] else 'TBD'
+            output_lines.append(f"{i}. {item['assignee']}: {item['action']} by {deadline}")
+        return "\n".join(output_lines)
+
+def extract_action_items(text):
+    extractor = AdvancedActionItemExtractor()
+    action_items = extractor.extract(text)
+    return extractor.format_output(action_items)
+
+iface = gr.Interface(
+    fn=extract_action_items,
+    inputs=gr.Textbox(lines=5, placeholder="Paste meeting transcript here...", label="Meeting Transcript"),
+    outputs=gr.Textbox(lines=10, label="Extracted Action Items"),
+    title="Action Item & Deadline Extractor",
+    examples=[["Mike will set up Flask project by Oct 5. Emily should create React prototype by Oct 7."]]
+)
+
+if __name__ == "__main__":
+    iface.launch()

extractor.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:f68e65aec26e4920f47d42a63cab7478ccc0f4b9271b093c41407175e7a4d81d
+size 575

requirements.txt

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+regex>=2022.3.15
+datefinder>=0.7.1