LuminaCore AI

API & integrations

Put video intelligence inside your product.

Search long-form video by meaning and return exact, source-linked moments to your applications and AI workflows.

Contact salesSee how it works

Enterprise APIs are available for integration with existing applications and workflows.

Query

Illustrative example

3 matches

Terminal_042

98%

Blue cab at the gate line

00:04–00:05

GateCam_071

96%

Yellow cab queued in lane

00:05–00:06

Yard_103

94%

White cab on empty chassis

00:04–00:05

Structuring the intelligence

From Content DNA to machine-readable intelligence.

DHRUV structures visual, language, entity, narrative and temporal signals into Content DNA: a time-aligned representation of what happens throughout the video.

Those enriched signals are encoded into multimodal embeddings: compact vector representations that preserve semantic relationships across scenes, videos and larger collections. These embeddings enable similarity search, clustering and comparison across different levels of granularity.

The resulting intelligence is stored as structured, source-linked metadata and exposed through SHAKTI APIs, so enterprise applications can search, compare, organize and activate video intelligence while retaining the original source and timestamp.

Intelligence path

  1. Video

  2. SHAKTIEnterprise video intelligence platform

    DHRUV
    Content DNA
    Embeddings + Structured Metadata

    Similarity · clustering · comparison · source-linked fields

    LuminaCore APIs
  3. Applications
MomentsEmbeddingsScenesVideosCollectionCatalogCatalogFilm / EntertainmentNews / Public AffairsSports / Events

Similarity

Clustering

Comparison

Full intelligence map

Moment -> Catalog

Film / Entertainment

The Great Train Robbery

00:07:42

ActionWesternTrainRobberyPursuitHoldup

14 related / Open source ->

Related moments in cluster

Metropolis

1927

Night of the Living Dead

1968

Charade

1963

Structured record

source-linked

SOURCE
The_Great_Train_Robbery_1903.mp4
TIMESTAMP
00:07:42
SCENE
Trackside holdup / pursuit setup
VISUAL CONTEXT
Locomotive / riders / open terrain
DIALOGUE
Silent-era intertitle / action beat
ENTITIES
Bandits / train crew / riders
TOPIC
Robbery sequence
NARRATIVE CONTEXT
Escalation into pursuit
THEME / MOOD
Western action / tension
LANGUAGE
Silent / intertitles

Structured intelligence -> Enterprise APIs

Bring source-linked video intelligence into the systems your teams already use.

GET /v1/moments/search
{
  "id": "film-great-train-robbery",
  "t": "00:07:42",
  "source": "The_Great_Train_Robbery_1903.mp4",
  "entities": "Bandits / train crew / riders",
  "topic": "Robbery sequence",
  "score": 0.94
}

Agentic video intelligence

Give agents video intelligence they can actually work with.

Searchable by machines. Verifiable by humans.

LuminaCore AI agents can break complex video tasks into steps: searching across recordings, retrieving exact moments, comparing related evidence, generating briefs and assembling structured outputs while keeping every result linked to its source.

Agents reason over the intelligence. Humans retain the evidence.

  1. Goal

    Agent sets the enterprise task

  2. Plan

    Agent plans searches and outputs

  3. Retrieve

    Via LuminaCore APIs

  4. Verify

    Source · time · scene · entities · context

  5. Compose

    Brief · moments · metadata · payload

  6. Hand off

    User · app · workflow · orchestrator

Goal

Find every place this issue was discussed and prepare a source-linked brief.

Retrieve

Via LuminaCore APIs

Semantic searchSimilarityClusteringExact source momentsStructured metadata

Agent

Orchestrates the work

LuminaCore APIs

Access to video intelligence

DHRUV

Multimodal understanding

Compose

BriefMoment setStructured metadataComparison summarySource-linked answerAPI payload

Hand off

UserApplicationWorkflowAgent / orchestrator

Verify · Source-linked evidence

00:0000:03–00:0600:09

Cooling_Sensor_021

00:03–00:06 · 96%

Source · timestamp · scene · entities · dialogue · context

Use the platform. Or bring the intelligence into yours.

Same intelligence layer. Your choice of surface.

Product surface

LuminaCore AI application

Ask once. Jump to the moment.

Library Search

Find every segment from the studio control room.

Archive_041

98%

00:18:42–00:18:51

Open source →

Integration surface

Your application via API

Same answer. Structured for your systems.

POST /v1/search

200 OK

Request

{
  "query": "Find every segment from the studio control room."
}

Response

Archive_041

98%

00:18:42

{
  "id": "Archive_041",
  "t": "00:18:42",
  "source": true,
  "matched": ["visual", "entities"]
}

Deployment: Private VPC · On-premise · Controlled environments

Deploy the intelligence layer where your enterprise environment requires it.

Media · Operations · Security

Make your video intelligence available everywhere it matters.

Use LuminaCore AI directly or integrate it into your existing systems.

Contact sales