Video API

The Video API manages standalone video content separate from live streams. It includes WebRTC video sessions (powered by Cloudflare Calls), video CRUD, albums, showcase annotations, semantic search, ML-based recommendations, and engagement analytics.

WebRTC video sessions

Video sessions use Cloudflare Calls for real-time WebRTC. Each session supports multiple participants with individual media tracks (audio, video, screen share).

Get ICE servers

GET /api/v1/video-sessions/ice-servers

Get STUN/TURN server configuration for WebRTC. No auth required.

{
  "ice_servers": [
    { "urls": ["stun:stun.l.google.com:19302"] },
    { "urls": ["stun:stun1.l.google.com:19302"] },
    {
      "urls": ["turn:turn.ainative.studio:3478"],
      "username": "ainative",
      "credential": "..."
    }
  ]
}

Create session

POST /api/v1/video-sessions/sessions

Create a new video session backed by Cloudflare Calls.

Auth required: Yes
Rate limit: 10 per minute

{
  "session_name": "Team standup",
  "max_participants": 10
}

Get session

GET /api/v1/video-sessions/sessions/{session_id}

Auth required: Yes

Get active sessions

GET /api/v1/video-sessions/sessions/active

Get all currently active sessions for the authenticated user.

Auth required: Yes

Get user sessions

GET /api/v1/video-sessions/sessions/user/{user_id}

Get all sessions for a specific user. Admins can access any user's sessions; regular users can only access their own.

Auth required: Yes

Update session

PUT /api/v1/video-sessions/sessions/{session_id}

Update session details. Host only.

Auth required: Yes (host only)

Delete session

DELETE /api/v1/video-sessions/sessions/{session_id}

Delete a session. Host or admin only.

Auth required: Yes

Generate session token

POST /api/v1/video-sessions/sessions/{session_id}/token

Generate a JWT access token and TURN credentials for joining the session.

Auth required: Yes

{
  "token": "eyJ...",
  "turn_credentials": {
    "username": "...",
    "credential": "...",
    "ttl": 86400
  },
  "expires_at": "2026-04-26T10:00:00Z"
}

Get participants

GET /api/v1/video-sessions/sessions/{session_id}/participants

List all participants in a session.

Auth required: Yes

Add media track

POST /api/v1/video-sessions/sessions/{session_id}/participants/{participant_id}/tracks

Add a media track (audio, video, or screen share) to a session via WebRTC SDP offer exchange.

Auth required: Yes

{
  "sdp": "v=0\r\no=...",
  "type": "video"
}

type values: audio, video, screen.

Returns an SDP answer for completing the WebRTC negotiation.

Video CRUD

Create video

POST /api/v1/videos/

Upload video metadata. The actual video file must be uploaded separately to Cloudflare Stream or object storage — this endpoint registers it in the platform.

Auth required: Yes

Field	Type	Description
`title`	string	Video title
`description`	string	Video description
`video_type`	string	`tutorial`, `webinar`, `demo`, or `other`
`video_url`	string	Video source URL
`thumbnail_url`	string	Thumbnail URL
`duration`	integer	Duration in seconds
`tags`	string[]	Tag list
`tech_stack`	string[]	Technologies shown
`project_url`	string	Related project URL

Get video

GET /api/v1/videos/{video_id}

Auth required: Yes

Update video

PUT /api/v1/videos/{video_id}

Auth required: Yes (owner only)

Delete video

DELETE /api/v1/videos/{video_id}

Auth required: Yes (owner only). Returns 204 No Content.

GET /api/v1/videos/

List videos for the authenticated user with filtering and pagination.

Auth required: Yes

Video analytics

Track view

POST /api/v1/videos/{video_id}/track-view

Track a video view event. Uses SHA-256 IP hashing — raw IP addresses are never stored.

Auth required: No (optional — logged-in user's ID is recorded if provided)

{
  "watch_duration": 420,
  "completion_percentage": 73.5,
  "session_id": "optional-session-uuid"
}

Field	Type	Required	Description
`watch_duration`	integer	Yes	Time watched in seconds (≥0)
`completion_percentage`	float	Yes	Percent of video watched (0–100)
`session_id`	string	No	Session UUID for deduplication

Returns a session_id to use for subsequent track-view calls in the same session.

Get video analytics

GET /api/v1/videos/{video_id}/analytics

Get engagement metrics. Only accessible by the video owner.

Auth required: Yes (owner only)

{
  "video_id": "video-uuid",
  "total_views": 12430,
  "unique_viewers": 8901,
  "avg_watch_duration": 312.4,
  "avg_completion_rate": 67.2,
  "likes": 432,
  "shares": 89,
  "comments_count": 147
}

Get aggregated analytics

GET /api/v1/videos/{video_id}/analytics/aggregated

Get time-series analytics with configurable granularity and period.

Auth required: Yes (owner only)

Parameter	Type	Options	Description
`granularity`	string	`hourly`, `daily`, `weekly`	Time bucket size
`period`	string	`24h`, `7d`, `30d`	Lookback period

Get device breakdown

GET /api/v1/videos/{video_id}/analytics/devices

Get viewer breakdown by device type, browser, and OS.

Auth required: Yes (owner only)

Get watch time distribution

GET /api/v1/videos/{video_id}/analytics/watch-time-distribution

Get how views are distributed across completion buckets: 0–25%, 25–50%, 50–75%, 75–100%.

Auth required: Yes (owner only)

Get completion rate analytics

GET /api/v1/videos/{video_id}/analytics/completion-rate

Get detailed completion rate metrics and drop-off points.

Auth required: Yes (owner only)

Parameter	Type	Description
`breakdown`	string	Optional: `device` to break down by device type

Get geographic analytics

GET /api/v1/videos/{video_id}/analytics/geography

Get geographic breakdown of viewers by country and city. Privacy-preserving — no raw IPs exposed.

Auth required: Yes (owner only)

Get dashboard overview

GET /api/v1/videos/{video_id}/analytics/dashboard

Get a comprehensive analytics dashboard including overall metrics, trends compared to the previous period, peak hours, best-performing days, and optional real-time metrics.

Auth required: Yes (owner only)

Parameter	Type	Default	Description
`include_realtime`	boolean	`false`	Include metrics from the last hour

Likes and shares

Like a video

POST /api/v1/videos/{video_id}/like

Like a video. One like per user — returns 409 if already liked.

Auth required: Yes

{
  "status": "success",
  "message": "Video liked successfully",
  "total_likes": 433
}

Unlike a video

DELETE /api/v1/videos/{video_id}/like

Remove a like. Returns 404 if the user has not liked the video.

Auth required: Yes

POST /api/v1/videos/{video_id}/share

Record a video share event. Auth is optional — unauthenticated shares are tracked anonymously.

Auth required: No

{
  "platform": "twitter"
}

platform is optional. Common values: twitter, facebook, linkedin, email.

Video search

Semantic video search powered by ZeroDB embeddings with full-text fallback.

Search videos

POST /api/v1/projects/{project_id}/videos/search

Search for videos using natural language queries. Results are ranked by semantic similarity.

Auth required: Yes

{
  "query": "python machine learning tutorial for beginners",
  "category": "tutorial",
  "duration_min": 300,
  "duration_max": 3600,
  "author": "alice",
  "tags": ["python", "ml"],
  "limit": 10,
  "offset": 0
}

Field	Type	Default	Description
`query`	string	—	Natural language query (1–500 chars, required)
`category`	string	—	Filter: `tutorial`, `webinar`, `showcase`, `demo`
`duration_min`	integer	—	Minimum duration in seconds
`duration_max`	integer	—	Maximum duration in seconds
`author`	string	—	Filter by author name
`tags`	string[]	—	Filter by tags (any match)
`limit`	integer	`10`	Results per page (max 100)
`offset`	integer	`0`	Pagination offset

Response

{
  "results": [
    {
      "video_id": "video-uuid",
      "title": "Python ML Tutorial",
      "description": "Learn machine learning with Python",
      "category": "tutorial",
      "duration": 2340,
      "thumbnail_url": "https://...",
      "url": "/videos/video-uuid",
      "author": "alice",
      "tags": ["python", "ml"],
      "similarity_score": 0.92,
      "created_at": "2026-03-15T10:00:00Z"
    }
  ],
  "total": 24,
  "query": "python machine learning tutorial for beginners",
  "query_time_ms": 142.3,
  "limit": 10,
  "offset": 0
}

Index video

POST /api/v1/projects/{project_id}/videos/{video_id}/index

Index or re-index a video for search. Videos are auto-indexed on upload and metadata updates. Use this to manually trigger indexing or fix index issues.

Auth required: Yes

{
  "video_id": "video-uuid",
  "title": "Python ML Tutorial",
  "description": "...",
  "category": "tutorial",
  "duration": 2340,
  "thumbnail_url": "https://...",
  "author": "alice",
  "tags": ["python", "ml"]
}

Indexed field weights: title 50%, description 30%, tags 20%.

Remove from search index

DELETE /api/v1/projects/{project_id}/videos/{video_id}/index

Remove a video from the search index. Does not delete the video file itself.

Auth required: Yes

POST /api/v1/projects/{project_id}/videos/{video_id}/related

Find videos similar to a specific video using content-based similarity. Uses shared tags and category matching with embedding similarity where available.

Auth required: Yes

Query parameter	Type	Default	Description
`limit`	integer	`5`	Max results (max 20)
`category_filter`	string	—	Optional category filter

Bulk index

POST /api/v1/projects/{project_id}/videos/bulk-index

Index multiple videos in a single operation. Useful for initial migration or batch re-indexing.

Auth required: Yes

[
  {
    "video_id": "...",
    "title": "...",
    "category": "tutorial",
    ...
  }
]

Returns a summary: { "indexed_count": 45, "failed_count": 2, "errors": [...] }.

Video recommendations

ML-based recommendation system with multiple algorithm strategies.

GET /api/v1/videos/{video_id}/related

Get ML-based recommendations for videos related to the given video. Results are cached for 1 hour.

Auth required: Yes

Parameter	Type	Default	Description
`limit`	integer	`10`	Max recommendations (max 50)
`strategy`	string	`hybrid`	Algorithm: `content`, `collaborative`, or `hybrid`

Strategy	Description
`content`	Semantic similarity via vector embeddings
`collaborative`	User viewing behavior patterns
`hybrid`	Weighted combination of both

{
  "video_id": "source-video-uuid",
  "recommendations": [
    {
      "video_id": "rec-video-uuid",
      "title": "Advanced Python Tutorial",
      "similarity_score": 0.87,
      "rank": 1
    }
  ],
  "strategy": "hybrid",
  "total": 10
}

Track recommendation click

POST /api/v1/videos/{video_id}/related/click

Record when a user clicks a recommendation. Used for CTR analysis and feeding data into the RLHF improvement loop.

Auth required: No (optional)

{
  "recommended_video_id": "rec-video-uuid",
  "rank": 1
}

Get recommendation analytics

GET /api/v1/videos/{video_id}/related/analytics

Get CTR metrics for recommendations including total impressions, clicks, average CTR, and breakdown by rank position.

Auth required: Yes

Parameter	Type	Default	Description
`time_range_days`	integer	`7`	Analytics lookback period (1–90 days)

Albums

Albums group photos and videos into curated collections.

Create album

POST /api/v1/albums/

Auth required: Yes

{
  "title": "Coding sessions 2026",
  "description": "My recorded coding sessions",
  "visibility": "public",
  "cover_url": "https://..."
}

Get album

GET /api/v1/albums/{album_id}

Get album details with all items. Public albums are accessible without auth.

Auth required: No (optional)

List user albums

GET /api/v1/albums/

Get all albums for the authenticated user.

Auth required: Yes

Parameter	Type	Default	Description
`page`	integer	`1`	Page number
`page_size`	integer	`20`	Items per page (max 100)

Update album

PUT /api/v1/albums/{album_id}

Update album title, description, visibility, or cover image.

Auth required: Yes (owner only)

Delete album

DELETE /api/v1/albums/{album_id}

Delete an album and all its items. Returns 204 No Content.

Auth required: Yes (owner only)

Add item to album

POST /api/v1/albums/{album_id}/items

Add a photo or video to an album.

Auth required: Yes

{
  "media_type": "video",
  "media_id": "video-uuid",
  "caption": "Episode 42"
}

Remove item from album

DELETE /api/v1/albums/{album_id}/items/{item_id}

Remove an item. Returns 204 No Content.

Auth required: Yes (owner only)

Reorder album items

POST /api/v1/albums/{album_id}/reorder

Change the display order of items in an album. Returns 204 No Content.

Auth required: Yes

{
  "item_orders": [
    { "item_id": "item-uuid-1", "order": 0 },
    { "item_id": "item-uuid-2", "order": 1 }
  ]
}

Showcase videos & annotations

Showcase videos are DEMO type videos with interactive timed annotations for feature demonstrations.

Filter showcase videos

GET /api/v1/showcase-videos/showcase

Filter and search showcase demo videos. Returns only DEMO type videos.

Auth required: Yes

Parameter	Type	Description
`tech_stack`	string	Comma-separated technologies (e.g., `React,Python`)
`tags`	string	Comma-separated tags (e.g., `opensource,tutorial`)
`search`	string	Keyword search in title and description
`page`	integer	Page number
`limit`	integer	Items per page (max 100, default 10)

GET /api/v1/showcase-videos/showcase?tech_stack=React,FastAPI&tags=tutorial&search=auth

Create annotation

POST /api/v1/showcase-videos/{video_id}/annotations

Add a timed annotation to a showcase video. Annotations appear as interactive markers during playback.

Auth required: Yes (video owner only)

{
  "timestamp": 42.5,
  "title": "Database connection setup",
  "description": "Here we configure the SQLAlchemy engine with connection pooling",
  "annotation_type": "feature",
  "url": "https://docs.ainative.studio/..."
}

Field	Type	Required	Description
`timestamp`	float	Yes	Seconds into the video
`title`	string	Yes	Annotation title
`description`	string	No	Detail text
`annotation_type`	string	Yes	`info`, `feature`, `bug-fix`, or `demo`
`url`	string	No	Related URL

Returns 400 if the timestamp exceeds the video duration.

List annotations

GET /api/v1/showcase-videos/{video_id}/annotations

Get all annotations for a video in chronological order (sorted by timestamp).

Auth required: Yes

Parameter	Type	Description
`type`	string	Filter: `info`, `feature`, `bug-fix`, or `demo`

Update annotation

PATCH /api/v1/showcase-videos/{video_id}/annotations/{annotation_id}

Update an existing annotation. All fields are optional.

Auth required: Yes (video owner only)

Delete annotation

DELETE /api/v1/showcase-videos/{video_id}/annotations/{annotation_id}

Delete an annotation. Returns 204 No Content.

Auth required: Yes (video owner only)

WebRTC video sessions​

Get ICE servers​

Create session​

Get session​

Get active sessions​

Get user sessions​

Update session​

Delete session​

Generate session token​

Get participants​

Add media track​

Video CRUD​

Create video​

Get video​

Update video​

Delete video​

List videos​

Video analytics​

Track view​

Get video analytics​

Get aggregated analytics​

Get device breakdown​

Get watch time distribution​

Get completion rate analytics​

Get geographic analytics​

Get dashboard overview​

Likes and shares​

Like a video​

Unlike a video​

Track share​

Video search​

Search videos​

Response​

Index video​

Remove from search index​

Find related videos (search-based)​

Bulk index​

Video recommendations​

Get related videos​

Track recommendation click​

Get recommendation analytics​

Albums​

Create album​

Get album​

List user albums​

Update album​

Delete album​

Add item to album​

Remove item from album​

Reorder album items​

Showcase videos & annotations​

Filter showcase videos​

Create annotation​

List annotations​

Update annotation​

Delete annotation​

WebRTC video sessions

Get ICE servers

Create session

Get session

Get active sessions

Get user sessions

Update session

Delete session

Generate session token

Get participants

Add media track

Video CRUD

Create video

Get video

Update video

Delete video

List videos

Video analytics

Track view

Get video analytics

Get aggregated analytics

Get device breakdown

Get watch time distribution

Get completion rate analytics

Get geographic analytics

Get dashboard overview

Likes and shares

Like a video

Unlike a video

Track share

Video search

Search videos

Response

Index video

Remove from search index

Find related videos (search-based)

Bulk index

Video recommendations

Get related videos

Track recommendation click

Get recommendation analytics

Albums

Create album

Get album

List user albums

Update album

Delete album

Add item to album

Remove item from album

Reorder album items

Showcase videos & annotations

Filter showcase videos

Create annotation

List annotations

Update annotation

Delete annotation