Video Highlight Extraction

Extract the best moments and highlights from long-form video content using each::sense. This skill intelligently analyzes videos to identify and extract compelling clips, action sequences, emotional peaks, and key moments.

Features

Smart Detection

AI-powered analysis to find the most engaging moments

Gaming Highlights

Extract kills, wins, clutch plays, and epic moments

Sports Clips

Capture goals, touchdowns, dunks, and pivotal plays

Podcast Moments

Find quotable segments and viral-worthy clips

Webinar Summaries

Extract key points and actionable insights

Meeting Highlights

Summarize decisions, action items, and key discussions

Event Highlights

Concert peaks, wedding moments, travel adventures

Trailer Generation

Auto-generate trailers from full-length content Quick Start curl -X POST https://sense.eachlabs.run/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: $EACHLABS_API_KEY " \ -H "Accept: text/event-stream" \ -d '{ "message": "Extract the 5 best highlight moments from this gaming video, focus on action sequences and wins", "mode": "max", "video_urls": ["https://example.com/gameplay-session.mp4"] }' Highlight Types & Use Cases Content Type Focus Areas Output Format Gaming Kills, wins, fails, reactions Short clips (15-60s) Sports Scores, plays, celebrations Highlight reel (30-90s) Podcasts Quotes, insights, debates Clip compilations (30-120s) Webinars Key points, demos, Q&A Summary clips (60-180s) Meetings Decisions, action items Condensed recap (2-5min) Concerts Peaks, crowd moments Best-of compilation Weddings Ceremony, reactions, speeches Highlight reel Travel Scenic views, activities Adventure montage Use Case Examples 1. Extract Best Moments from Long Video curl -X POST https://sense.eachlabs.run/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: $EACHLABS_API_KEY " \ -H "Accept: text/event-stream" \ -d '{ "message": "Analyze this 2-hour video and extract the top 10 most engaging moments. Look for emotional peaks, funny moments, and visually impressive scenes. Create individual clips of 30-60 seconds each.", "mode": "max", "video_urls": ["https://example.com/long-form-content.mp4"] }' 2. Gaming Highlight Detection curl -X POST https://sense.eachlabs.run/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: $EACHLABS_API_KEY " \ -H "Accept: text/event-stream" \ -d '{ "message": "Extract gaming highlights from this Valorant stream. Find all clutch rounds, ace plays, and epic kills. Create a highlight reel with smooth transitions between clips.", "mode": "max", "video_urls": ["https://example.com/valorant-stream.mp4"] }' 3. Sports Highlight Extraction curl -X POST https://sense.eachlabs.run/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: $EACHLABS_API_KEY " \ -H "Accept: text/event-stream" \ -d '{ "message": "Create a sports highlight reel from this football game. Extract all touchdowns, big plays, interceptions, and celebration moments. Include 2 seconds before and after each key moment for context.", "mode": "max", "video_urls": ["https://example.com/football-game.mp4"] }' 4. Podcast Best Clips curl -X POST https://sense.eachlabs.run/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: $EACHLABS_API_KEY " \ -H "Accept: text/event-stream" \ -d '{ "message": "Find the most shareable clips from this podcast episode. Look for controversial takes, insightful moments, funny exchanges, and quotable statements. Extract 5-8 clips optimized for social media (under 60 seconds each).", "mode": "max", "video_urls": ["https://example.com/podcast-episode.mp4"] }' 5. Webinar Key Moments curl -X POST https://sense.eachlabs.run/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: $EACHLABS_API_KEY " \ -H "Accept: text/event-stream" \ -d '{ "message": "Extract key moments from this 90-minute webinar. Identify main talking points, important demonstrations, audience questions, and actionable takeaways. Create a 5-minute summary highlight reel.", "mode": "max", "video_urls": ["https://example.com/webinar-recording.mp4"] }' 6. Meeting Highlights curl -X POST https://sense.eachlabs.run/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: $EACHLABS_API_KEY " \ -H "Accept: text/event-stream" \ -d '{ "message": "Create a meeting highlight summary from this team call. Extract all decisions made, action items assigned, key discussion points, and any important announcements. Condense into a 3-minute recap video.", "mode": "eco", "video_urls": ["https://example.com/team-meeting.mp4"] }' 7. Concert Best Moments curl -X POST https://sense.eachlabs.run/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: $EACHLABS_API_KEY " \ -H "Accept: text/event-stream" \ -d '{ "message": "Extract the best moments from this concert recording. Find crowd singalongs, guitar solos, drum fills, artist interactions with crowd, and emotional peaks. Create a 4-minute highlight compilation with the most energetic parts.", "mode": "max", "video_urls": ["https://example.com/concert-full.mp4"] }' 8. Travel Video Highlights curl -X POST https://sense.eachlabs.run/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: $EACHLABS_API_KEY " \ -H "Accept: text/event-stream" \ -d '{ "message": "Create a travel highlight reel from my vacation footage. Extract the most scenic views, exciting activities, local food experiences, and memorable moments. Make a 2-minute shareable video with dynamic pacing.", "mode": "max", "video_urls": ["https://example.com/vacation-footage.mp4"] }' 9. Wedding Highlight Reel curl -X POST https://sense.eachlabs.run/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: $EACHLABS_API_KEY " \ -H "Accept: text/event-stream" \ -d '{ "message": "Create a wedding highlight reel from the full ceremony and reception footage. Extract the vows, first kiss, first dance, cake cutting, bouquet toss, speeches with emotional reactions, and candid guest moments. Create a 5-minute cinematic highlight video.", "mode": "max", "video_urls": ["https://example.com/wedding-full.mp4"] }' 10. Auto-Generate Trailer from Movie curl -X POST https://sense.eachlabs.run/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: $EACHLABS_API_KEY " \ -H "Accept: text/event-stream" \ -d '{ "message": "Generate a 2-minute trailer from this feature film. Select the most dramatic moments, action sequences, emotional beats, and visually stunning shots. Build tension with the pacing - start slow, build to climax. Avoid major spoilers but hint at the story.", "mode": "max", "video_urls": ["https://example.com/feature-film.mp4"] }' Mode Selection Ask your users before processing: "Do you want fast & cheap, or high quality?" Mode Best For Speed Quality max Final highlight reels, client deliverables, trailer cuts Slower Highest eco Quick previews, meeting recaps, internal reviews Faster Good Multi-Turn Highlight Refinement Use session_id to iterate on extracted highlights:

Initial extraction

curl -X POST https://sense.eachlabs.run/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: $EACHLABS_API_KEY " \ -H "Accept: text/event-stream" \ -d '{ "message": "Extract highlights from this gaming stream, focus on the best plays", "session_id": "highlight-project-001", "video_urls": ["https://example.com/stream.mp4"] }'

Refine selection

curl -X POST https://sense.eachlabs.run/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: $EACHLABS_API_KEY " \ -H "Accept: text/event-stream" \ -d '{ "message": "Remove the third clip and find more moments with team fights", "session_id": "highlight-project-001" }'

Adjust timing

curl -X POST https://sense.eachlabs.run/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: $EACHLABS_API_KEY " \ -H "Accept: text/event-stream" \ -d '{ "message": "Make each clip shorter, around 15-20 seconds, and add transitions between them", "session_id": "highlight-project-001" }' Platform-Optimized Clips Generate highlights optimized for different platforms:

YouTube Shorts / TikTok (vertical 9:16)

curl -X POST https://sense.eachlabs.run/chat \ -H "Content-Type: application/json" \ -H "X-API-Key: $EACHLABS_API_KEY " \ -H "Accept: text/event-stream" \ -d '{ "message": "Extract viral-worthy moments and format them as vertical 9:16 clips for TikTok/YouTube Shorts. Each clip should be 15-30 seconds with a strong hook in the first 2 seconds.", "mode": "max", "video_urls": ["https://example.com/content.mp4"] }'

Twitter/X (square 1:1)

curl

-X

POST https://sense.eachlabs.run/chat

\

-H

"Content-Type: application/json"

\

-H

"X-API-Key:

$EACHLABS_API_KEY

"

\

-H

"Accept: text/event-stream"

\

-d

'{

"message": "Create square 1:1 highlight clips optimized for Twitter. Under 2 minutes each, punchy and shareable.",

"mode": "max",

"video_urls": ["https://example.com/content.mp4"]

}'

Highlight Detection Parameters

Customize what the AI looks for:

curl

-X

POST https://sense.eachlabs.run/chat

\

-H

"Content-Type: application/json"

\

-H

"X-API-Key:

$EACHLABS_API_KEY

"

\

-H

"Accept: text/event-stream"

\

-d

'{

"message": "Extract highlights with the following criteria: prioritize moments with high audio energy (cheering, music peaks), visual motion (fast action, camera movement), and emotional expressions (laughter, surprise). Skip any slow or static segments. Create 8 clips of 20-40 seconds each.",

"mode": "max",

"video_urls": ["https://example.com/event-footage.mp4"]

}'

Error Handling

Error

Cause

Solution

Failed to create prediction: HTTP 422

Insufficient balance

Top up at eachlabs.ai

Video too long

Exceeds processing limits

Split into smaller segments

Unsupported format

Video codec not supported

Convert to MP4 H.264

Timeout

Long video processing

Set client timeout to minimum 10 minutes

Important:

Video highlight extraction can take significant time for long videos. Always set your HTTP client timeout to at least 10 minutes to avoid premature disconnection.

Best Practices

Input Video

Format

MP4 with H.264 codec works best

Quality

Higher resolution enables better moment detection

Length

For videos over 2 hours, consider processing in segments Prompt Tips Specify the number of highlights you want Describe the types of moments to look for Mention desired clip length Indicate output format requirements (aspect ratio, duration) Output Optimization Use max mode for final deliverables Use eco mode for quick previews and iteration Leverage session_id for multi-turn refinement