feat: format

backend/app.py

@@ -10,7 +10,6 @@ from fastapi.middleware.cors import CORSMiddleware
 from knet import KNet
 from scraper import CrawlForAIScraper, WebScraper
 
-
 load_dotenv()
 
 # Configure logging

backend/knet.py

@@ -12,7 +12,6 @@ from google.ai.generativelanguage_v1beta.types import content
 
 from research_node import ResearchNode
 
-
 # Load environment variables
 load_dotenv()
 
@@ -177,7 +176,7 @@ class KNet:
             return result["decision"]
         except Exception as e:
             if result["candidates"][0]["finishReason"] == "RECITATION":
-                self.logger.error(f"Retrying branch decision: {str(e)}\nC:{retry_count/3}")
+                self.logger.error(f"Retrying branch decision: {str(e)}\nC:{retry_count / 3}")
                 self._should_branch_deeper(node, topic, retry_count + 1)
             self.logger.error(f"Branch decision failed: {str(e)}")
             raise e
@@ -277,7 +276,7 @@ class KNet:
 
         except Exception as e:
             if result["candidates"][0]["finishReason"] == "RECITATION" and retry_count <= 3:
-                self.logger.error(f"Retrying analysis: {str(e)}\nC:{retry_count/3}")
+                self.logger.error(f"Retrying analysis: {str(e)}\nC:{retry_count / 3}")
                 self._analyze_and_branch(node, topic, retry_count + 1)
             self.logger.error(f"Branch analysis failed: {str(e)}")
             raise e
@@ -337,7 +336,7 @@ class KNet:
             }
         except Exception as e:
             if response["candidates"][0]["finishReason"] == "RECITATION":
-                self.logger.error(f"Retrying final report: {str(e)}\nC:{retry_count/3}")
+                self.logger.error(f"Retrying final report: {str(e)}\nC:{retry_count / 3}")
                 self._generate_final_report(root_node, retry_count + 1)
             self.logger.error(f"Error generating final report: {str(e)}")
             raise e

backend/research_node.py

@@ -1,6 +1,6 @@
+import copy
 from datetime import datetime
 from typing import Any, Dict, List, Optional
-import copy
 
 
 class ResearchNode:

backend/scraper.py

@@ -274,7 +274,7 @@ class CrawlForAIScraper:
                 # Remove units from width and height: get start of the entity till the first non-digit character
                 width = "".join([i for i in img.get("width", "0") if i.isdigit() or i == "."])
                 height = "".join([i for i in img.get("height", "0") if i.isdigit() or i == "."])
-                if width == '' or height == '':
+                if width == "" or height == "":
                     continue
                 width, height = float(width), float(height)
                 if width > 300 and height > 300 and "pixel" not in src and "icon" not in src: