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โ—3 readsโ—MIT License

MediaFusion

Table of contents

๐ŸŒŸ Real-Time Research & Media Assistant

๐Ÿš€ Inspiration

Imagine a real-time, all-in-one research and media assistant where users can seamlessly upload or link various contentโ€”videos, images, PDFsโ€”and receive instant, cross-referenced insights.

๐Ÿ”น Use Case: A student preparing for a presentation can:
โœ”๏ธ Extract key points from research papers ๐Ÿ“„
โœ”๏ธ Get summarized video breakdowns ๐ŸŽฅ
โœ”๏ธ Generate custom visuals for slides ๐ŸŽจ

All within a single session!


๐Ÿ” What It Does

Our platform utilizes advanced semantic search algorithms to analyze and retrieve relevant data from a diverse content repository. Here's how it works:

๐ŸŽฏ Semantic Search & Contextual Understanding

  • The system performs a semantic search to fetch relevant content, using it as references to enhance LLM outputs.

๐Ÿค– Multi-Agent System for Smart Processing

  • Understands user input and dynamically assigns the right agent for the task.
  • Handles various formats including images, YouTube links, and PDFs.

๐Ÿ“ฝ๏ธ Video Summarization

  • Fetches metadata via YouTube API.
  • Uses LLMs to generate concise and relevant summaries.

๐Ÿ–ผ๏ธ Image & Document Analysis

  • Extracts and summarizes text from images & PDFs.
  • Ensures a comprehensive, multi-format experience.

๐ŸŽจ AI-Generated Visuals

  • Uses Stable Diffusion to generate images from text.
  • Stores generated images on Pinata (IPFS).

๐Ÿ’ฌ Chat History & Memory

  • Maintains a comprehensive chat history for context continuity.
  • Enables users to reference past interactions seamlessly.

๐Ÿ› ๏ธ Tech Stack

Built using cutting-edge technologies:

โœ… Next.js โ€“ Frontend framework for a smooth UI/UX
โœ… Langchain & LangGraph โ€“ Powering AI workflows
โœ… Pinecone โ€“ Vector search for fast retrieval
โœ… Hugging Face API โ€“ Advanced LLM processing
โœ… Pinata (IPFS) โ€“ Decentralized storage for images
โœ… Firebase โ€“ Authentication & database management

๐Ÿš€ Bringing research and media processing into a new era!

Models

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Datasets

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