update

app.py

@@ -87,356 +87,23 @@ def show_info(topic):
 
 # Resources Page Info - UPDATED
 def resource_block(career):
-    resources = {
-        "AI/Machine Learning Engineer": {
-            "links": [
-                ("Neural Networks – DeepLearning.AI", "https://www.deeplearning.ai"),
-                ("Build ML Models – Fast.ai", "https://www.fast.ai"),
-                ("Machine Learning – Stanford CS229", "https://cs229.stanford.edu/")
-            ],
-            "college": {
-                "major": "Computer Science, Data Science",
-                "classes": [
-                    "CS50: Introduction to Computer Science (Harvard)",
-                    "Linear Algebra",
-                    "Probability and Statistics",
-                    "Machine Learning (Stanford CS229)",
-                    "Algorithms"
-                ]
-            }
-        },
-        "Data Scientist": {
-            "links": [
-                ("Python & Pandas – Kaggle Learn", "https://www.kaggle.com/learn"),
-                ("R Programming – Harvard Data Science", "https://online-learning.harvard.edu/series/data-science"),
-                ("Project Practice – DataCamp", "https://www.datacamp.com")
-            ],
-            "college": {
-                "major": "Data Science, Statistics, Computer Science",
-                "classes": [
-                    "Introduction to Data Science",
-                    "Statistics and Probability",
-                    "Data Mining",
-                    "Machine Learning",
-                    "Database Systems"
-                ]
-            }
-        },
-        "Cloud Solutions Architect": {
-            "links": [
-                ("AWS Skills – AWS Training", "https://aws.amazon.com/training/"),
-                ("Azure Certifications – Microsoft Learn", "https://learn.microsoft.com/en-us/certifications/"),
-                ("Google Cloud Labs – Google Cloud Boost", "https://cloudskillsboost.google/")
-            ],
-            "college": {
-                "major": "Computer Science, Information Technology",
-                "classes": [
-                    "Cloud Computing Fundamentals",
-                    "Computer Networks",
-                    "Systems Design",
-                    "Information Security",
-                    "Operating Systems"
-                ]
-            }
-        },
-        "Cybersecurity Analyst": {
-            "links": [
-                ("Network Security – Cybrary", "https://www.cybrary.it"),
-                ("Threat Intelligence – MITRE ATT&CK", "https://attack.mitre.org/"),
-                ("Ethical Hacking – TryHackMe", "https://tryhackme.com")
-            ],
-            "college": {
-                "major": "Cybersecurity, Computer Science, Information Security",
-                "classes": [
-                    "Network Security",
-                    "Cryptography",
-                    "Ethical Hacking",
-                    "Operating Systems",
-                    "Incident Response"
-                ]
-            }
-        },
-        "Statistician": {
-            "links": [
-                ("Intro to Statistics – Coursera (R)", "https://www.coursera.org/specializations/statistics"),
-                ("Probability – Khan Academy", "https://www.khanacademy.org/math/statistics-probability"),
-                ("Statistical Tools – OpenIntro", "https://www.openintro.org/book/os/")
-            ],
-            "college": {
-                "major": "Statistics, Mathematics",
-                "classes": [
-                    "Probability Theory",
-                    "Statistical Inference",
-                    "Regression Analysis",
-                    "Experimental Design",
-                    "Data Analysis with R"
-                ]
-            }
-        },
-        "Biomedical Engineer": {
-            "links": [
-                ("Biomedical Research – JHU BME", "https://www.bme.jhu.edu/"),
-                ("Medical Devices – edX Courses", "https://www.edx.org/learn/biomedical-engineering"),
-                ("Clinical Trials – NIH", "https://www.nih.gov/")
-            ],
-            "college": {
-                "major": "Biomedical Engineering, Bioengineering",
-                "classes": [
-                    "Biomaterials",
-                    "Human Physiology",
-                    "Medical Instrumentation",
-                    "Biomechanics",
-                    "Tissue Engineering"
-                ]
-            }
-        },
-        "Mechanical Engineer": {
-            "links": [
-                ("CAD Design – Coursera", "https://www.coursera.org/learn/cad-design"),
-                ("Thermodynamics – MIT OpenCourseWare", "https://ocw.mit.edu/courses/thermodynamics"),
-                ("Materials Science Basics – edX", "https://www.edx.org/course/material-science")
-            ],
-            "college": {
-                "major": "Mechanical Engineering",
-                "classes": [
-                    "Thermodynamics",
-                    "Fluid Mechanics",
-                    "Materials Science",
-                    "Computer-Aided Design (CAD)",
-                    "Dynamics and Control"
-                ]
-            }
-        },
-        "Environmental Scientist": {
-            "links": [
-                ("Environmental Science – Khan Academy", "https://www.khanacademy.org/science/biology/ecology"),
-                ("GIS Basics – Esri Training", "https://www.esri.com/training/catalog/57630435851d31e02a43f1c5/gis-basics/"),
-                ("Data Analysis – Coursera", "https://www.coursera.org/learn/data-analysis")
-            ],
-            "college": {
-                "major": "Environmental Science, Ecology",
-                "classes": [
-                    "Ecology",
-                    "Environmental Chemistry",
-                    "Geographic Information Systems (GIS)",
-                    "Data Analysis",
-                    "Environmental Policy"
-                ]
-            }
-        },
-        "Operations Research Analyst": {
-            "links": [
-                ("Linear Programming – Khan Academy", "https://www.khanacademy.org/computing/computer-science/algorithms"),
-                ("Optimization – MIT OpenCourseWare", "https://ocw.mit.edu/courses/optimization-methods"),
-                ("Statistics – Harvard Online", "https://online-learning.harvard.edu/course/statistics-and-r")
-            ],
-            "college": {
-                "major": "Operations Research, Applied Mathematics",
-                "classes": [
-                    "Optimization Theory",
-                    "Linear Programming",
-                    "Probability",
-                    "Statistics",
-                    "Simulation Modeling"
-                ]
-            }
-        },
-        "Mathematician": {
-            "links": [
-                ("Abstract Algebra – MIT OpenCourseWare", "https://ocw.mit.edu/courses/abstract-algebra"),
-                ("Calculus – Khan Academy", "https://www.khanacademy.org/math/calculus-1"),
-                ("Proof Techniques – Coursera", "https://www.coursera.org/learn/proofs")
-            ],
-            "college": {
-                "major": "Mathematics",
-                "classes": [
-                    "Algebra",
-                    "Calculus",
-                    "Real Analysis",
-                    "Abstract Algebra",
-                    "Proof Writing"
-                ]
-            }
-        },
-        "Chemical Engineer": {
-            "links": [
-                ("Chemical Process Principles – MIT OCW", "https://ocw.mit.edu/courses/chemical-engineering"),
-                ("Organic Chemistry – Khan Academy", "https://www.khanacademy.org/science/organic-chemistry"),
-                ("Thermodynamics – Coursera", "https://www.coursera.org/learn/thermodynamics")
-            ],
-            "college": {
-                "major": "Chemical Engineering",
-                "classes": [
-                    "Organic Chemistry",
-                    "Thermodynamics",
-                    "Process Design",
-                    "Fluid Mechanics",
-                    "Chemical Reaction Engineering"
-                ]
-            }
-        },
-        "Civil Engineer": {
-            "links": [
-                ("Structural Analysis – Coursera", "https://www.coursera.org/learn/structural-analysis"),
-                ("Construction Management – edX", "https://www.edx.org/course/construction-management"),
-                ("AutoCAD – LinkedIn Learning", "https://www.linkedin.com/learning/topics/autocad")
-            ],
-            "college": {
-                "major": "Civil Engineering",
-                "classes": [
-                    "Structural Analysis",
-                    "Construction Materials",
-                    "Soil Mechanics",
-                    "AutoCAD",
-                    "Hydraulics"
-                ]
-            }
-        },
-        "Electrical Engineer": {
-            "links": [
-                ("Circuits and Electronics – MIT OCW", "https://ocw.mit.edu/courses/electrical-engineering-and-computer-science"),
-                ("Signals and Systems – Coursera", "https://www.coursera.org/learn/signals-systems"),
-                ("Electromagnetics – Khan Academy", "https://www.khanacademy.org/science/electrical-engineering")
-            ],
-            "college": {
-                "major": "Electrical Engineering",
-                "classes": [
-                    "Circuits",
-                    "Signals and Systems",
-                    "Electromagnetics",
-                    "Control Systems",
-                    "Digital Logic Design"
-                ]
-            }
-        },
-        "Software Developer": {
-            "links": [
-                ("CS50 – Harvard", "https://cs50.harvard.edu"),
-                ("Learn to Code – Codecademy", "https://www.codecademy.com/catalog/subject/all"),
-                ("Algorithms – Coursera", "https://www.coursera.org/learn/algorithms-part1")
-            ],
-            "college": {
-                "major": "Computer Science, Software Engineering",
-                "classes": [
-                    "Introduction to Computer Science (CS50)",
-                    "Data Structures and Algorithms",
-                    "Operating Systems",
-                    "Software Engineering",
-                    "Databases"
-                ]
-            }
-        },
-        "Pharmacist": {
-            "links": [
-                ("Pharmacology Basics – Coursera", "https://www.coursera.org/learn/pharmacology"),
-                ("Drug Development – edX", "https://www.edx.org/course/drug-development"),
-                ("Pharmacy Practice – FutureLearn", "https://www.futurelearn.com/courses/pharmacy-practice")
-            ],
-            "college": {
-                "major": "Pharmacy, Pharmaceutical Sciences",
-                "classes": [
-                    "Pharmacology",
-                    "Medicinal Chemistry",
-                    "Pharmaceutical Calculations",
-                    "Pharmaceutics",
-                    "Clinical Pharmacy"
-                ]
-            }
-        },
-        "Physicist": {
-            "links": [
-                ("Classical Mechanics – MIT OCW", "https://ocw.mit.edu/courses/physics"),
-                ("Quantum Mechanics – edX", "https://www.edx.org/course/quantum-mechanics"),
-                ("Thermodynamics – Khan Academy", "https://www.khanacademy.org/science/physics/thermodynamics")
-            ],
-            "college": {
-                "major": "Physics",
-                "classes": [
-                    "Classical Mechanics",
-                    "Quantum Mechanics",
-                    "Thermodynamics",
-                    "Electromagnetism",
-                    "Mathematical Methods for Physicists"
-                ]
-            }
-        },
-        "Astronomer": {
-            "links": [
-                ("Introduction to Astronomy – Coursera", "https://www.coursera.org/learn/astronomy"),
-                ("Astrophysics – edX", "https://www.edx.org/course/astrophysics"),
-                ("Cosmology – Khan Academy", "https://www.khanacademy.org/science/cosmology-and-astronomy")
-            ],
-            "college": {
-                "major": "Astronomy, Astrophysics, Physics",
-                "classes": [
-                    "Introduction to Astronomy",
-                    "Astrophysics",
-                    "Cosmology",
-                    "Observational Astronomy",
-                    "Data Analysis in Astronomy"
-                ]
-            }
-        },
-        "Geologist": {
-            "links": [
-                ("Physical Geology – OpenStax", "https://openstax.org/details/books/physical-geology"),
-                ("Geochemistry – Coursera", "https://www.coursera.org/learn/geochemistry"),
-                ("GIS Mapping – Esri Training", "https://www.esri.com/training/catalog/57630435851d31e02a43f1c5/gis-basics/")
-            ],
-            "college": {
-                "major": "Geology, Earth Science",
-                "classes": [
-                    "Physical Geology",
-                    "Mineralogy and Petrology",
-                    "Geochemistry",
-                    "GIS and Remote Sensing",
-                    "Structural Geology"
-                ]
-            }
-        },
-        "Biochemist": {
-            "links": [
-                ("Biochemistry – MIT OCW", "https://ocw.mit.edu/courses/biochemistry"),
-                ("Molecular Biology – Coursera", "https://www.coursera.org/learn/molecular-biology"),
-                ("Enzymology – Khan Academy", "https://www.khanacademy.org/science/biology")
-            ],
-            "college": {
-                "major": "Biochemistry, Molecular Biology",
-                "classes": [
-                    "General Biochemistry",
-                    "Molecular Biology",
-                    "Enzymology",
-                    "Cell Biology",
-                    "Genetics"
-                ]
-            }
-        }
+    yt_videos = {
+        "AI/Machine Learning Engineer": "https://www.youtube.com/embed/ukzFI9rgwfU",
+        "Data Scientist": "https://www.youtube.com/embed/xC-c7E5PK0Y",
+        "Cloud Solutions Architect": "https://www.youtube.com/embed/l1EssrLxt7E"
     }
 
-    content = resources.get(career)
-    if not content:
-        return "Select a career to see resources.", ""
-
-    link_html = "<ul>"
-    for label, url in content["links"]:
-        link_html += f'<li><strong>{label}</strong>: <a href="{url}" target="_blank">{url}</a></li>'
-    link_html += "</ul>"
+    # Reuse existing function to get resources
+    from app import resource_block as base_resource_block
+    text_html, _ = base_resource_block(career)
 
-    college_html = ""
-    if "college" in content:
-        college = content["college"]
-        college_html += "<p><strong>College & Classes</strong></p><ul>"
-        college_html += f"<li><em>Common Major(s):</em> {college['major']}</li>"
-        classes_list = college.get("classes", [])
-        if isinstance(classes_list, list):
-            classes_html = ", ".join(classes_list)
-        else:
-            classes_html = str(classes_list)
-        college_html += f"<li><em>Helpful College Classes:</em> {classes_html}</li>"
-        college_html += "</ul>"
+    video_url = yt_videos.get(career)
+    if video_url:
+        video_html = f'<iframe width="100%" height="315" src="{video_url}" frameborder="0" allowfullscreen></iframe>'
+    else:
+        video_html = ""
 
-    # No video iframe, just empty string for second output
-    return link_html + college_html, ""
+    return text_html, video_html
 
 # UI Layout
 with gr.Blocks(theme=theme, css=custom_css) as chatbot:
@@ -451,8 +118,7 @@ with gr.Blocks(theme=theme, css=custom_css) as chatbot:
             description='This tool provides information on STEM Careers. All information is sourced from [census.gov](https://www.census.gov/).'
         )
 
-
-    with gr.Tab("Explore Now"):  # ✅ Changed title
+    with gr.Tab("Explore Now"):
         gr.Markdown("### Explore STEM Career Categories")
         dropdown_explore = gr.Dropdown(
             choices=[
@@ -465,11 +131,9 @@ with gr.Blocks(theme=theme, css=custom_css) as chatbot:
             label="Choose a Category"
         )
         output_explore = gr.Markdown()
-
         dropdown_explore.change(fn=show_info, inputs=dropdown_explore, outputs=output_explore)
 
-
-    with gr.Tab("Resources"): 
+    with gr.Tab("Resources"):
         gr.Markdown("### Career-Specific Educational Resources")
         dropdown_resources = gr.Dropdown(
             choices=[
@@ -505,4 +169,7 @@ with gr.Blocks(theme=theme, css=custom_css) as chatbot:
 
 chatbot.launch()
 
-        
+
+
+            
+