MoodScribe

An intelligent, emotion-driven social assistant that transforms digital communication.

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Table of Contents

• Inspiration
• Features
• How It Works
• Accomplishments
• Learnings
• Future Plans
• Built With

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Inspiration

MoodScribe was born from a simple yet powerful idea: to enhance online communication through empathetic and thoughtful conversation. Inspired by the ability of words to connect and uplift, our goal was to create a tool that empowers users to express themselves effectively, understand emotions, and build deeper connections—even in digital spaces. We envisioned MoodScribe as your real-time conversational sidekick, guiding interactions with confidence and empathy.

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Features

• Real-Time Topic Suggestions:
  Keeps conversations smooth and engaging by suggesting relevant topics as the dialogue unfolds.

• Tone Matching:
  Aligns suggestions with the mood of your conversation—whether upbeat, serious, or empathetic.

• Memory Recall:
  Enhances rapport by remembering past interactions, making each conversation feel more personal.

• Progress & Goal Tracking:
  Offers insights into your social interactions, helping you identify areas for improvement, like fostering more open-ended questions.

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How It Works

MoodScribe combines modern web technologies with powerful AI to deliver a seamless experience:

• Frontend:
  Crafted with HTML, CSS, and JavaScript to deliver a sleek, cyberpunk-inspired interface with intuitive controls.

• Backend:
  Developed using Python and Flask to connect the frontend with robust APIs and databases, enabling real-time interactions.

• Meta API Integration:
  Leverages Meta's APIs for seamless access to Instagram DMs, creating a unified platform for managing conversations.

• NLP & Emotion Analysis:
  Utilizes advanced NLP models to assess message tone and content, providing empathetic and context-aware suggestions.

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Accomplishments

We’re proud of what MoodScribe has achieved:

• Accurate Emotion Detection:
  Our models deliver precise emotion insights, elevating the quality of digital conversations.

• Engaging UI Experience:
  A design that is both visually appealing and easy to navigate.

• Seamless Real-Time Data Management:
  Effective integration of live data to provide timely suggestions and insights.

• Optimized Model Training:
  Successfully trained and fine-tuned our initial model to a loss approaching zero.

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Learnings

Throughout this journey, we discovered that:

• Subtle Nuances Matter:
  Minor shifts in wording and tone can drastically alter conversation dynamics.

• Data Privacy is Paramount:
  Ensuring the security of user data is as important as the functionality of the tool.

• Integrated Technologies Create Magic:
  Combining front-end design, backend architecture, and AI leads to a truly interactive experience.

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Future Plans

The journey for MoodScribe continues. Our next steps include:

• Expanded Platform Support:
  Bringing MoodScribe to more platforms to reach a wider audience.

• Enhanced AI Capabilities:
  Refining emotional intelligence and tone matching for even more natural interactions.

• User Customization:
  Empowering users to tailor responses, tones, and topic suggestions to their personal style.

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Built With

• ai-applied-sentiment-analysis
• bitsandbytes
• bootstrap
• css
• fastlanguagemodel
• fine-tuning
• flask
• html
• javascript
• llama3.1
• peft
• python
• transformers
• unsloth