🏆 PATENT APPLICATIONS 100% PASSING! 35/35 TESTS

Author: manfromnowhere143

src/opportunity_feeds/patent_applications.py

@@ -945,11 +945,11 @@ def _generate_patent_abstract(
 
         # Abstract templates by category
         abstract_templates = {
-            "artificial_intelligence": "The present invention relates to {title.lower()}. The system comprises novel algorithms that improve {benefit} by {improvement}. Technical advantages include enhanced performance, reduced computational requirements, and improved accuracy. Applications include {applications}.",
-            "biotechnology": "The present invention provides {title.lower()} for treating {condition}. The composition comprises novel {component} that demonstrates {efficacy}. Clinical studies show {benefit} with minimal side effects. The invention addresses unmet medical needs in {therapeutic_area}.",
-            "clean_energy": "Disclosed herein is {title.lower()} that achieves {efficiency} efficiency. The device comprises innovative {component} that overcomes limitations of prior art. Key advantages include reduced costs, improved performance, and environmental benefits. Applications include {applications}.",
-            "quantum_technology": "The present invention relates to {title.lower()} utilizing quantum mechanical principles. The system demonstrates {quantum_advantage} over classical approaches. Novel features include {feature} and enhanced {property}. Applications span {applications}.",
-            "semiconductors": "Disclosed is {title.lower()} with improved {property}. The device structure comprises {component} that enables {benefit}. Manufacturing advantages include {advantage} and cost reduction. Performance metrics show {improvement} over conventional designs.",
+            "artificial_intelligence": "The present invention relates to {title}. The system comprises novel algorithms that improve {benefit} by {improvement}. Technical advantages include enhanced performance, reduced computational requirements, and improved accuracy. Applications include {applications}.",
+            "biotechnology": "The present invention provides {title} for treating {condition}. The composition comprises novel {component} that demonstrates {efficacy}. Clinical studies show {benefit} with minimal side effects. The invention addresses unmet medical needs in {therapeutic_area}.",
+            "clean_energy": "Disclosed herein is {title} that achieves {efficiency} efficiency. The device comprises innovative {component} that overcomes limitations of prior art. Key advantages include reduced costs, improved performance, and environmental benefits. Applications include {applications}.",
+            "quantum_technology": "The present invention relates to {title} utilizing quantum mechanical principles. The system demonstrates {quantum_advantage} over classical approaches. Novel features include {feature} and enhanced {property}. Applications span {applications}.",
+            "semiconductors": "Disclosed is {title} with improved {property}. The device structure comprises {component} that enables {benefit}. Manufacturing advantages include {advantage} and cost reduction. Performance metrics show {improvement} over conventional designs.",
         }
 
         # Fill in template variables
@@ -979,11 +979,11 @@ def _generate_patent_abstract(
 
         template = abstract_templates.get(
             category,
-            "The present invention relates to {title.lower()} with improved {property} and enhanced {benefit}.",
+            "The present invention relates to {title} with improved {property} and enhanced {benefit}.",
         )
 
         return template.format(
-            title=title,
+            title=title.lower(),
             benefit=benefits.get(category, "performance"),
             improvement=improvements.get(category, "significant improvement"),
             applications=applications.get(category, "various technical applications"),