Working version

bot/library_cache.py

@@ -5,6 +5,7 @@ import os
 import time
 from typing import List
 from plex_client import PlexClient
+from difflib import SequenceMatcher
 
 CACHE_FILE = 'bot/library_cache.json'
 MAX_CACHE_AGE_HOURS = 6
@@ -30,11 +31,16 @@ class LibraryCache:
 
         new_data = []
         for section in media:
-            if section.type in ['movie', 'show']:
+            section_type = section.type.lower()
+            # Normalize to 'show'
+            if section_type == 'show':
+                section_type = 'tv'
+
+            if section_type in ['movie', 'tv']:
                 for item in section.all():
                     new_data.append({
                         'title': item.title.strip(),
-                        'type': section.type,
+                        'type': section_type,
                         'genres': [g.tag for g in getattr(item, 'genres', [])],
                         'year': getattr(item, 'year', None)
                     })
@@ -42,6 +48,7 @@ class LibraryCache:
         self.data = new_data
         self.save_cache()
 
+
     def save_cache(self):
         with open(CACHE_FILE, 'w', encoding='utf-8') as f:
             json.dump(self.data, f, ensure_ascii=False, indent=2)
@@ -53,9 +60,16 @@ class LibraryCache:
     def get_titles_by_type(self, media_type: str) -> List[str]:
         return [item['title'] for item in self.data if item['type'] == media_type]
 
-    def search(self, title: str, media_type: str = None) -> bool:
+
-        """Check if title exists in library (case-insensitive, optional type filter)."""
+    def search(self, title: str, media_type: str) -> bool:
+        def is_match(a: str, b: str) -> bool:
+            ratio = SequenceMatcher(None, a.lower(), b.lower()).ratio()
+            return ratio > 0.8  # tweak as needed
+
         for item in self.data:
-            if item['title'].lower() == title.lower() and (media_type is None or item['type'] == media_type):
+            if item["type"] != media_type:
+                continue
+            if is_match(title, item["title"]):
                 return True
         return False
+

bot/main.py

@@ -29,33 +29,39 @@ async def recommend(interaction: discord.Interaction, username: str, media_type:
     await interaction.response.defer()  # Acknowledge the request
 
     try:
-        #users = tautulli._request("get_users")
-        #print("👤 Tautulli Users:")
-        #for u in users:
-        #    print(f"{u.get('username')}")
-        # Convert Discord input to Plex-friendly type
-
         history = tautulli.get_user_watch_history(username=username, media_type=media_type.lower())        
         if not history:
             await interaction.followup.send(f"⚠️ No recent {media_type} history found for `{username}`.")
             return
 
         watched_titles = [entry["title"] for entry in history]
-        result = recommender.recommend(watched_titles, media_type=media_type.lower())
+        # Print cached Plex titles for this media_type
+        print(f"🗂️ Cached Plex {media_type}s:")
+        for item in recommender.cache.data:
+            if item["type"] == media_type.lower():
+                print(f"- {item['title']}")
 
-        response = f"🎬 **{media_type.title()} Recommendations for `{username}`:**\n\n"
+        results = recommender.recommend(watched_titles, media_type=media_type.lower())
-        if result["available"]:
+        available = results["available"]
-            response += "✅ **Available on Plex:**\n" + "\n".join(f"- {title}" for title in result["available"]) + "\n\n"
+        requestable = results["requestable"]
-        if result["requestable"]:
+
-            response += "🛒 **Requestable:**\n" + "\n".join(f"- {title}" for title in result["requestable"])
+        def format_recs(title_list):
-        if not result["available"] and not result["requestable"]:
+            return "\n".join(f"• {title}" for title in title_list)
-            response += "❌ No recommendations found."
+
+        # Final Discord message
+        response = (
+            f"🎬 **Recommendations for `{username}` ({media_type}s)**\n\n"
+            f"**✅ Available on Plex:**\n"
+            f"{format_recs(available) or 'None found.'}\n\n"
+            f"**🛒 Requestable:**\n"
+            f"{format_recs(requestable) or 'None found.'}"
+        )
 
         await interaction.followup.send(response)
 
     except Exception as e:
-        await interaction.followup.send(f"❌ Error: {str(e)}")
+        await interaction.followup.send(f"❌ An error occurred while generating recommendations: {e}")
-        print("Error in /recommend:", e)
+
 
 if __name__ == "__main__":
     client.run(DISCORD_BOT_TOKEN)

bot/recommender.py

@@ -11,7 +11,7 @@ load_dotenv()
 
 openai.api_key = OPENAI_API_KEY
 
-MediaType = Literal["movie", "show"]
+MediaType = Literal["movie", "tv"]
 
 class Recommender:
     def __init__(self):
@@ -21,34 +21,39 @@ class Recommender:
         if not watched_titles:
             raise ValueError("No watched titles provided.")
 
-        prompt = self.build_prompt(watched_titles, media_type, max_recs)
+        available_titles = [item["title"] for item in self.cache.data if item["type"] == media_type]
+        prompt = self.build_prompt(watched_titles, available_titles, media_type, max_recs)
         response = self.query_openai(prompt)
 
         print("🧠 Prompt:", prompt)
         print("📥 Raw response:", response)
 
-        all_titles = self.parse_titles(response)
+        all_titles = self.parse_titles(response)  # ✅ Bring this back
-        print("📦 Parsed titles:", all_titles)
 
+        # Re-verify locally
         available = [title for title in all_titles if self.cache.search(title, media_type)]
         requestable = [title for title in all_titles if title not in available]
+        for title in all_titles:
+            match = self.cache.search(title, media_type)
+            print(f"{'✅' if match else '❌'} {title}")
 
         return {
-            "available": available,
+            "available": available[:max_recs],
-            "requestable": requestable
+            "requestable": requestable[:max_recs]
         }
 
-    def build_prompt(self, watched: List[str], media_type: str, max_recs: int) -> str:
+
+    def build_prompt(self, watched: List[str], available_titles: List[str], media_type: str, max_recs: int) -> str:
         type_text = "movies" if media_type == "movie" else "TV shows"
-        
-        # You could optionally summarize genres here
-        genre_summary = self.extract_common_genres(watched, media_type)
 
         return (
-            f"A user has watched the following {type_text}: {', '.join(watched[:20])}. "
+            f"""
-            f"These shows are mostly {genre_summary}. "
+            The user has recently watched the following {type_text}: {', '.join(watched[:10])}.
-            f"Recommend {max_recs} similar {type_text} based on theme and tone. "
+            Here is a list of {type_text} available on the Plex server: {', '.join(available_titles[:200])}.
-            f"Return only a plain comma-separated list of titles — no numbers, no explanations."
+            Recommend 10 similar {type_text}. Select 5 that the user would like that are available on the server and 5 that are not available.
+            Return only a plain comma-separated list of titles.
+            """
+
         )
 
     def extract_common_genres(self, watched: List[str], media_type: str) -> str:
@@ -61,7 +66,6 @@ class Recommender:
         top_genres = [g for g, _ in sorted_genres[:3]]
         return ", ".join(top_genres) if top_genres else "varied genres"
 
-
     def query_openai(self, prompt: str) -> str:
         try:
             response = openai.ChatCompletion.create(
@@ -71,13 +75,12 @@ class Recommender:
                     {"role": "user", "content": prompt}
                 ],
                 temperature=0.4,
-                max_tokens=150
+                max_tokens=300
             )
             return response.choices[0].message.content
         except Exception as e:
             print("⚠️ OpenAI API error:", e)
             return ""
-
     def parse_titles(self, response: str) -> List[str]:
         lines = response.replace("\n", ",").split(",")
         cleaned = []
@@ -87,3 +90,13 @@ class Recommender:
             if item:
                 cleaned.append(item)
         return cleaned
+
+    def parse_split_titles(self, response: str) -> (List[str], List[str]):
+        available = []
+        requestable = []
+        for line in response.splitlines():
+            if line.lower().startswith("on plex:"):
+                available = [t.strip() for t in line.split(":", 1)[1].split(",") if t.strip()]
+            elif line.lower().startswith("not on plex:"):
+                requestable = [t.strip() for t in line.split(":", 1)[1].split(",") if t.strip()]
+        return available, requestable