updated retrevial logic

app.py

@@ -5,21 +5,16 @@ from core.llm_handler import get_simple_issue_suggestion, plan_onboarding_kit_co
 from core.kit_generator import generate_kit_from_plan
 import utils.config_loader
 
-# --- NEW/UPDATED CONSTANTS ---
-# (Incorporating your suggestions and expanding slightly)
 CURATED_TOPIC_SLUGS = sorted(list(set([
-    # Your suggestions (some are single, some multi-word)
     "javascript", "css", "config", "python", "html", "cli", "typescript", "tailwindcss", "github config", "llm", # "github config"
     "deep neural networks", "deep learning", "neural network", # Changed to spaces
     "tensorflow", "pytorch", "ml",
     "distributed systems", # Changed to spaces
 
-    # Broad Categories (changed to spaces where appropriate)
     "web development", "mobile development", "game development", "machine learning",
     "data science", "artificial intelligence", "devops", "cybersecurity", "blockchain",
     "iot", "cloud computing", "big data", "robotics", "bioinformatics", "ar vr", # "ar vr" might be better as "augmented reality", "virtual reality" or keep as is if it's a common tag
     "natural language processing", "computer vision", "data visualization",
-    # Specific Technologies & Frameworks
     "react", "angular", "vue", "nextjs", "nodejs", "svelte",
     "django", "flask", "spring", "dotnet", "ruby on rails", # "ruby on rails"
     "android", "ios", "flutter", "react native", # "react native"
@@ -37,10 +32,9 @@ CURATED_LANGUAGE_SLUGS = sorted([
     "assembly", "matlab", "groovy", "julia", "ocaml", "pascal", "fortran", "lisp",
     "prolog", "erlang", "f#", "zig", "nim", "crystal", "svelte", "vue" # Svelte/Vue also as languages for their specific file types
 ])
-# --- END NEW/UPDATED CONSTANTS ---
 
 
-# --- MODIFIED FUNCTION: find_and_suggest_issues ---
+
 def find_and_suggest_issues(
     selected_language: str | None, # From language dropdown
     selected_curated_topics: list[str] | None, # From topics dropdown (multiselect)
@@ -48,7 +42,6 @@ def find_and_suggest_issues(
 ):
     print(f"Gradio app received language: '{selected_language}', curated_topics: {selected_curated_topics}, custom_topics: '{custom_topics_str}'")
 
-    # --- Default error/empty returns for 8 outputs ---
     # issues_markdown, llm_suggestion, raw_issues_state,
     # dropdown_update, button_update, controls_section_update, display_section_update,
     # language_searched_state
@@ -67,7 +60,6 @@ def find_and_suggest_issues(
         gr.update(visible=False), gr.update(visible=False),
         lang or ""
     )
-    # ---
 
     if not selected_language: # Language is now from a dropdown, should always have a value if user interacts
         return ("Please select a programming language.", None, None,
@@ -90,11 +82,6 @@ def find_and_suggest_issues(
     
     final_topics_list = list(final_topics_set) if final_topics_set else None
     print(f"Final parsed topics for search: {final_topics_list}")
-    # --- End Combine topics ---
-
-    # --- REMOVED: is_common_language and language_warning_for_llm logic ---
-    # Since language comes from a curated dropdown, we assume it's "common" or valid.
-    # The GitHub API will be the ultimate judge if it finds anything.
 
     fetched_issues_list = fetch_beginner_issues(
         language_to_search,
@@ -111,12 +98,11 @@ def find_and_suggest_issues(
     if not fetched_issues_list: # No issues found
         return no_issues_found_return_factory(language_to_search, ", ".join(final_topics_list) if final_topics_list else None)
 
-    # --- REMOVED: issues_markdown_prefix related to uncommon language ---
-    # This is no longer needed if language is from a curated dropdown.
+
 
     issues_display_list = []
     issue_titles_for_dropdown = []
-    for i, issue in enumerate(fetched_issues_list[:5]): # Display up to 5
+    for i, issue in enumerate(fetched_issues_list[:5]): 
         title = issue.get('title', 'N/A')
         issues_display_list.append(
             f"{i+1}. **{title}**\n"
@@ -150,11 +136,7 @@ def find_and_suggest_issues(
             kit_dropdown_update, kit_button_visibility_update,
             kit_controls_section_update, kit_display_section_update,
             language_to_search) # Return the searched language for state
-# --- END MODIFIED FUNCTION ---
 
-
-# handle_kit_generation function (This function should be your last correct version)
-# ... (Ensure your full handle_kit_generation is here)
 def handle_kit_generation(selected_issue_title_with_num: str, current_issues_state: list[dict], language_searched_state: str ):
     checklist_update_on_error = gr.update(value=[], visible=False)
     if not selected_issue_title_with_num or not current_issues_state:
@@ -192,17 +174,13 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
 
     with gr.Row():
         with gr.Column(scale=1): # Input column
-            # --- MODIFIED Language Input to Dropdown ---
             lang_dropdown_input = gr.Dropdown(
                 label="Programming Language (*)",
                 choices=CURATED_LANGUAGE_SLUGS,
                 value=CURATED_LANGUAGE_SLUGS[CURATED_LANGUAGE_SLUGS.index("python")] if "python" in CURATED_LANGUAGE_SLUGS else CURATED_LANGUAGE_SLUGS[0] if CURATED_LANGUAGE_SLUGS else None, # Default to python or first in list
                 interactive=True,
-                # allow_custom_value=True # Consider this if you want users to type languages not in the list
             )
-            # --- END MODIFIED Language Input ---
-
-            # --- NEW/MODIFIED Topics Input ---
+      
             curated_topics_dropdown = gr.Dropdown(
                 label="Select Common Topics (Optional, Multi-Select)",
                 choices=CURATED_TOPIC_SLUGS,
@@ -213,7 +191,6 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
                 label="Or, Add Custom Topics (Optional, comma-separated slugs)",
                 placeholder="e.g., my-niche-topic, another-custom-tag"
             )
-            # --- END NEW/MODIFIED Topics Input ---
 
             find_button = gr.Button("🔍 Find Beginner Issues", variant="primary")
 
@@ -251,12 +228,10 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
                     interactive=True,
                     visible=False # Starts hidden
                 )
-                # --- END Using INITIAL_CHECKLIST_ITEMS ---
 
     raw_issues_state = gr.State([])
     language_searched_state = gr.State("")
 
-    # --- MODIFIED find_button.click inputs ---
     find_button.click(
         fn=find_and_suggest_issues,
         inputs=[lang_dropdown_input, curated_topics_dropdown, custom_topics_input], # UPDATED
@@ -267,7 +242,6 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
             language_searched_state
         ]
     )
-    # --- END MODIFIED find_button.click ---
 
     generate_kit_button.click(
         fn=handle_kit_generation,