Dramaverse

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  this is first page dedicated chatbot called cinepysch and more pages

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  yes this enhanced page more entertaining best in desktop view

🧠 Inspiration

One day, I wished for an AI that didn’t just recommend movies — but understood my mood, talked to me like a friend, and made my watchlist feel personal. When I saw the Qloo API hackathon, I knew it was the perfect opportunity to bring this cinematic companion to life.

🎬 What it does

DramaVerse is an AI-powered movie recommender that reads your mood like a mind-reader. With its chatbot CinePsych, users engage in a fun, emotionally-intelligent conversation. After a few LLM-generated questions, it:

• Guesses your mood
• Suggests a matching genre
• Recommends a movie from Qloo’s dataset
• Generates a dramatic one-liner and shayari/poetry about the movie

It's like having an AI therapist and film critic rolled into one.

🛠 How we built it

• Frontend: Built with Streamlit, styled for a conversational chat UI.

• LLM Engine: Used Together API with the Mixtral-8x7B-Instruct model to dynamically generate:

  • Mood-detection questions
  • Poetic summaries
  • Shayari or emotional verses

• Movie Data: Powered by the Qloo API, offering curated film metadata and genres.

• Mood Inference Logic: Custom prompt-to-genre mappings based on user input + LLM responses.

🧗‍♂️ Challenges we ran into

• Dynamic prompting and mood detection using minimal user input
• Handling fallbacks when LLM or movie results didn’t align
• Making the chat feel natural without overwhelming the user
• Smooth UI in Streamlit with background images and conversational styling

🏆 Accomplishments that we're proud of

• Created a fully interactive AI chatbot that feels human and empathetic
• Seamlessly blended LLM, sentiment guessing, movie matching, and poetry generation
• Designed a UI that feels cinematic and emotionally resonant
• Developed in under 48 hours for the Qloo Hackathon 🚀

📚 What we learned

• Fine-tuning prompt flows can dramatically improve LLM realism
• Qloo API is versatile and powerful for creative AI apps
• Personalization makes AI apps more engaging and lovable

🔮 What's next for DramaVerse

• Add real-time mood detection using tone of text
• Multi-language support for regional content
• Shareable movie mood profiles and leaderboard of emotional watchlists
• Integration with WhatsApp/Telegram bots
• Newsletter generation based on mood-tracking over time and also a place to start making new short movies attached to youtube a streaming platform.

Built With

• dotenv
• github
• html/css-for-streamlit-styling
• hugging-face-transformers
• python
• qloo-api
• rest-api
• streamlit
• together-ai-api