Goldfish is a methodological approach designed for understanding videos of arbitrary length. It collects the top k video segments related to the instruction in an efficient retrieval mechanism, and then provides the required response. This design allows Goldfish to handle arbitrary long video sequences effectively, suitable for scenarios such as movies or TV series. To facilitate retrieval, MiniGPT4-Video is developed to generate detailed descriptions for video segments. Goldfish achieves an accuracy of 41.78% on the long video benchmark of TVQA-long, surpassing the previous methods by 14.94%. Moreover, MiniGPT4-Video also performs outstandingly in understanding short videos, surpassing the existing best methods by 3.23%, 2.03%, 16.5%, and 23.59% respectively on the short video benchmarks of MSVD, MSRVTT, TGIF, and TVQA. These results demonstrate that the Goldfish model has significantly improved in both long video and short video understanding.

CTRL-F-VIDEO is an open-source project that enables users to search for specific words or phrases within YouTube videos through a Chrome extension. It utilizes OpenAI's Whisper model to transcribe audio to text and highlights matching terms on the video timeline, helping users save time when looking for information.

StreamRAG is an open-source video retrieval and streaming proxy that utilizes GPT to understand user query intent and retrieve relevant videos from a video database for response. It supports uploading and managing video collections and releases them as ChatGPT skills through RESTful API to provide voice search and response capabilities.

Transvribe is an AI video search tool developed by Zahid. Using AI embedding technology, users can paste YouTube video links or search for popular videos to quickly obtain text transcriptions of video content. This product is designed to improve learning efficiency on YouTube, allowing users to quickly access the information they need. Transvribe's strength lies in its rapid and accurate transcription of video content, saving users time and improving learning effectiveness. Currently, Transvribe offers free use, and more value-added services may be launched in the future.

Video Search is a local video search tool designed specifically for Mac users. It utilizes native Apple capabilities to run locally, enabling fast video content retrieval without needing an internet connection. The application employs high-precision OCR technology to automatically recognize text content in videos, supporting both Chinese and English recognition, allowing users to quickly locate specific segments in videos by entering keywords. It is especially suitable for users who frequently need to search for video materials, such as students, researchers, content creators, and professionals, helping them enhance their work efficiency.

Goldfish is a methodological approach designed for understanding videos of arbitrary length. It collects the top k video segments related to the instruction in an efficient retrieval mechanism, and then provides the required response. This design allows Goldfish to handle arbitrary long video sequences effectively, suitable for scenarios such as movies or TV series. To facilitate retrieval, MiniGPT4-Video is developed to generate detailed descriptions for video segments. Goldfish achieves an accuracy of 41.78% on the long video benchmark of TVQA-long, surpassing the previous methods by 14.94%. Moreover, MiniGPT4-Video also performs outstandingly in understanding short videos, surpassing the existing best methods by 3.23%, 2.03%, 16.5%, and 23.59% respectively on the short video benchmarks of MSVD, MSRVTT, TGIF, and TVQA. These results demonstrate that the Goldfish model has significantly improved in both long video and short video understanding.

CTRL-F-VIDEO is an open-source project that enables users to search for specific words or phrases within YouTube videos through a Chrome extension. It utilizes OpenAI's Whisper model to transcribe audio to text and highlights matching terms on the video timeline, helping users save time when looking for information.

StreamRAG is an open-source video retrieval and streaming proxy that utilizes GPT to understand user query intent and retrieve relevant videos from a video database for response. It supports uploading and managing video collections and releases them as ChatGPT skills through RESTful API to provide voice search and response capabilities.

Transvribe is an AI video search tool developed by Zahid. Using AI embedding technology, users can paste YouTube video links or search for popular videos to quickly obtain text transcriptions of video content. This product is designed to improve learning efficiency on YouTube, allowing users to quickly access the information they need. Transvribe's strength lies in its rapid and accurate transcription of video content, saving users time and improving learning effectiveness. Currently, Transvribe offers free use, and more value-added services may be launched in the future.

Video-LLaVA is a model for learning joint visual representations by training through prefix projection alignment. It aligns video and image representations, leading to better visual understanding. The model boasts efficient learning and inference speeds, making it suitable for video processing and visual tasks.

YouTube is the world's largest video sharing and publishing platform. Users can upload, watch, share and comment on videos. YouTube offers official channels and creator channels, with content covering entertainment, music, news, education, technology and more. YouTube has a strong community atmosphere and interactivity. Users can subscribe to interested creators, comment on videos and interact with each other. YouTube also offers a payment service, Youtube Premium, that lets you watch and download videos without ads.

SkmAI is an AI-powered video search tool that helps you quickly find the desired video clips by understanding the meaning of your search query, not just keywords. It can grasp your search intent and meaning, delivering the most relevant video segments within seconds. Say goodbye to spending hours searching for video clips! SkmAI is currently in Beta and supports searching for videos 2 hours or shorter. The official version will support longer videos and multilingual search in the future. Upgrade to Skm Pro for unlimited search queries and all future features.