final

.gitignore

@@ -1,3 +1,2 @@
 .env
-
-
+__pycache__

course_search/app/gradio_app.py

@@ -53,7 +53,7 @@ class CourseSearchApp:
             logger.error(f"Error loading components: {str(e)}")
             raise
 
-    def search_courses(self, query: str, num_results: int) -> str:
+    def search_courses(self, query: str, num_results: int, show_curriculum: bool) -> str:
         """
         Search for courses and format results for Gradio
         """
@@ -63,9 +63,18 @@ class CourseSearchApp:
             # Format results for display
             markdown_output = "# Search Results\n\n"
             for i, result in enumerate(results['results'], 1):
-                markdown_output += f"### {i}. {result['title']}\n"
-                markdown_output += f"**Description:**\n{result['description']}\n\n"
-                markdown_output += f"**Course Link:** [View Course]({result['url']})\n\n"
+                markdown_output += f"### {i}. {result['title']}\n\n"
+                
+                if result.get('description'):
+                    markdown_output += f"**Description:**\n{result['description']}\n\n"
+                
+                # Only show curriculum if checkbox is checked
+                if show_curriculum and result.get('curriculum'):
+                    markdown_output += f"**Course Curriculum:**\n{result['curriculum']}\n\n"
+                
+                if result.get('url'):
+                    markdown_output += f"**Course Link:** [View Course]({result['url']})\n\n"
+                
                 markdown_output += "---\n\n"
                         
             return markdown_output
@@ -95,13 +104,18 @@ def create_gradio_interface():
                     value=5,
                     step=1,
                     label="Number of Results"
+                ),
+                gr.Checkbox(
+                    label="Show Course Curriculum",
+                    value=False,
+                    info="Check this to view detailed curriculum for each course"
                 )
             ],
             outputs=gr.Markdown(),
             title="Analytics Vidhya Course Search",
             description="""
             Search through Analytics Vidhya's free courses using natural language!
-            Get personalized course recommendations and AI-generated responses to your queries.
+            Get personalized course recommendations based on your interests.
             """,
             theme=gr.themes.Soft()
         )

data/cache/course_embeddings.npy

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:8f4d91de39bffed6c0291356791966feaaf2314c2d3391975038eec443e570f8
-size 40064

data/cache/faiss_index.bin

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:406a21e75f0af486e6bef5f8270daf482f2b7a7c1cf45d1091aabc25455a4ba7
-size 39981

data/courses.pkl

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:f2945792f4e7f95855e4f48bcf3977aa52ec3156242e70efcaaf07f44864267a
-size 77762

data/courses_with_embeddings.pkl

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:ee32928e02155e79620c72b032cd166fefc8de20dd648b65cea7aa3a6b2641bf
-size 118516

data/embedding_cache/embeddings_cache_all-MiniLM-L6-v2.pkl

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:c05df73cb5ed569e2c252f4b6fed91aec245f8634b7023cfd134dfd58bb3024a
-size 166317