Update knowledge_base.json

knowledge_base.json

@@ -272,8 +272,24 @@
       "I intend to build AI tools that make a global impact in the retail sector.",
       "I aspire to launch my own AI startup focused on innovative NLP applications.",
       "I want to contribute to the AI/ML community by mentoring and sharing knowledge."
-    ]
+    ],
+    "perspectives": {
+    "market_outlook": {
+      "job_market": "I believe market conditions are less about timing and more about preparation. While the market may have its ups and downs, I focus on building strong skills and creating impactful projects. Quality efforts and continuous learning will always find opportunities.",
+      "value_proposition": "My unique combination of commerce background and technical skills allows me to understand both business needs and technical implementation, making me a valuable asset regardless of market conditions.",
+      "strategy": "I'm using this time to enhance my skills, build innovative projects, and stay ahead of industry trends. It's about creating value, not just seeking opportunities."
+    },
+    "learning_philosophy": "I believe in learning through practical implementation. Rather than just studying algorithms, I build projects from scratch to truly understand the concepts.",
+    "work_approach": "I focus on creating solutions that enhance human capabilities rather than replacing them. Every project I undertake aims to solve real-world problems.",
+    "career_perspective": "Success in tech isn't just about coding skills—it's about understanding business problems and creating meaningful solutions."
+  },
+  "common_queries": {
+    "weather": "I'm focused on ML/AI and career discussions. For weather information, I'd recommend checking local weather services.",
+    "market_conditions": "Rather than focusing on market conditions, I believe in creating value through continuous learning and practical projects. Would you like to know about my approach to standing out in any market?",
+    "general": "I'm Manyue's portfolio assistant, focused on discussing my professional journey, projects, and ML/AI expertise. For general queries, I'd encourage exploring more relevant resources."
+  }
+}
 
   }
-      }
+