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llm-summarization

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An offline AI-powered video analysis tool with object detection (YOLO), image captioning (BLIP), speech transcription (Whisper), audio event detection (PANNs), and AI-generated summaries (LLMs via Ollama). It ensures privacy and offline use with a user-friendly GUI.

  • Updated Feb 23, 2025
  • Python

The YouTube Video Transcribe & Summarizer LLM app uses Google Gemini Pro to transcribe and summarize YouTube videos, providing concise, accurate content insights. It leverages advanced language models for real-time video processing and summarization.

  • Updated Feb 13, 2025
  • Python

This package would process text input, such as a research paper title or abstract snippet, and generate a structured summary of the core idea or problem addressed. It uses an LLM to interpret the inpu

  • Updated Dec 21, 2025
  • Python

A new package would process text inputs describing unconventional or controversial business or social initiatives, such as the 2012 program where homeless individuals were employed as mobile Wi-Fi hot

  • Updated Dec 21, 2025
  • Python

Multimodal RAPTOR for Disaster Documents using ColVBERT & BLIP. Hierarchical retrieval system over 46 tsunami-related PDFs (2378 pages), combining BLIP-based image captioning, ColVBERT embeddings, and GPT-OSS-20b long-context summarization. Optimized for fast multimodal tree construction and disaster knowledge preservation.

  • Updated Jan 18, 2026
  • Python

An advanced RAG (Retrieval-Augmented Generation) system using RAPTOR algorithm to hierarchically organize and retrieve lessons from the 2011 Great East Japan Earthquake and Tsunami for educational purposes.

  • Updated Oct 20, 2025
  • HTML

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