Less than 1 percent of the world’s video is ever analyzed, yet gaming audiences watched 20.9 billion hours of Twitch content in 2024 (TwitchTracker). For streamers, turning those marathon sessions into bite‑sized social clips is still a slog — a single highlight reel can devour six hours, while a full‑match edit may swallow 40.
Eklipse.gg — the AI assistant trusted by tens of thousands of creators — just pressed fast‑forward. Powered by the NVIDIA Blueprint for Video Search and Summarization (VSS) on high‑performance NVIDIA accelerated computing, our cloud‑native pipeline converts a four‑hour VOD into polished, captioned highlights in about five minutes — up to 10× faster than other AI clip makers.
Highlights at the Speed of Play
- Ingest
Live or recorded streams from Twitch, YouTube, Kick or Facebook are pulled straight into Eklipse.gg through secure API connectors. - Understand
Computer‑vision models running on NVIDIA accelerated computing, understand video context, perform video to text which is analyzed by a ranking algorithm later. - Summarize
Retrieval‑augmented generation ranks the most impactful segments, stitches a coherent narrative, adds auto‑captions and generates thumbnails — all without manual tagging or trimming. - Publish
Creators review, fine‑tune with built‑in tools (trim, caption overlays, custom thumbnails) and one‑click export to TikTok, Instagram Reels or YouTube Shorts — often before post‑match chat cools down.
Total elapsed time: ≈ 5 minutes
Built on the NVIDIA VSS Blueprint
Built on NVIDIA Metropolis, the VSS workflow integrates proprietary computer vision models, vision-language models, large language models, NVIDIA NIM microservices, and NVIDIA NeMo Retriever to achieve lightning-fast multimodal understanding. Packaged as containerized microservices, the workflow scales from a single NVIDIA A40, NVIDIA L4 or NVIDIA H100 GPU to clusters capable of handling hundreds of concurrent streams.
During the ingestion phase, live or recorded streams are segmented into short clips while extracting metadata via object detection and audio analysis. In the summarization phase, a generative AI engine evaluates these segments, selects the most impactful moments, and stitches them into a coherent narrative. This fully automated workflow reduces days of manual editing to mere minutes, delivering highlights in real-time.
The hybrid cloud architecture buffers incoming streams, enriches each with vision-language captions, and indexes all metadata for rapid querying. As data accumulates, the AI summarizer produces high-impact clips that creators can review, refine, and publish instantly.
Eklipse’s approach adapts seamlessly to a variety of game genres, ensuring standout moments without the usual post-production burden.
For Eklipse.gg, this translates to:
● Nearly real-time highlight detector, deliver highlights even while creators are streaming.
● Sub-second search latency across thousands of video segments.
● A modular design that can be fine-tuned for new game mechanics or genres in days, not months.
Creator Wins
Early adopters report that what once took half a day in an NLE now fits into a coffee break:
● A Black Ops 6 streamer receives compilations minutes after going offline, turning post‑stream downtime into immediate fan engagement.
● A League of Legends creator sees zero‑delay pentakill reels, raising upload cadence and viewer retention.
“It’s saved me so much time — I don’t have to scrub a three‑hour stream anymore. Even the free version is packed with features.”
— NotSoFadedCheese, App Store review
“If you don’t have time to clip and edit, Eklipse auto‑captures your best moments. Content creation made easy!”
— MrMarvelTV, Twitch Partner
Business Impact: Velocity That Drives Revenue
● 10× Faster Processing = More Time to Grow – Internal benchmarks show that Eklipse’s VSS pipeline generates highlights up to 10 × faster than comparable platforms, letting creators reinvest those hours into live streaming and community building.
● From Half‑Day Edits to 5‑Minute Flows – Workflows that once demanded four to six hours now wrap up in under five minutes, dramatically accelerating publishing cadence and keeping channels consistently active.
● Subscription Growth – Speed translates directly into revenue: paying subscriptions have doubled, and as highlight velocity rises, daily stream submissions and overall conversion rates climb across the entire registration‑to‑premium funnel.
Part of a Growing Ecosystem
Eklipse.gg joins manufacturers, smart‑city operators — in adopting the NVIDIA Blueprint for VSS to turn raw video into instant insight. Whether on factory floors or esports arenas, vision AI agents are transforming how we search and summarize video at scale.
See It in Action
