ValueStream AI

Enterprise Multi-Agent Video Captioning Pipeline • Real-time Dual-Model Consensus Architecture

Welcome to ValueStream AI

Enterprise Multi-Agent Video Captioning Pipeline

Enter your Fireworks AI API Key to authorize the 3-Agent Dual-Model Ensemble and begin captioning.

Active API Key: Server Environment Default

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ValueStream AI — by Naman Swami

Multi-Agent Autonomous Loop Active

Collaborative 3-Agent Perception & Tone Consensus

Initializing Agent 1 (Speech & Keyframe Perception)...

Agent 1: Dual-Stream Extractor STANDBY

Extracts Whisper speech transcription & MiniMax-M3 visual keyframe telemetry.

Agent 2: Gemma Creator STANDBY

Crafts 4-tone captions & iterates continuously with Agent 3 judge critique.

Agent 3: Parallel Dual-Judge STANDBY

Evaluates factual grounding & tone separation in an active feedback loop.

Autonomous Ensemble Architecture: Agent 2 & Agent 3 collaborate in a dynamic judging/correction loop targeting consensus score ≥ 90 (up to 3 iterations).

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Ensemble Verdict AWAITING VIDEO

-- / 100

Verified by 3-Agent autonomous consensus. Real-time scores and factual/tone evaluation will populate upon processing.

Iterations Executed --

Execution Time --

Perception Type --

Structured JudgeCritique Telemetry PENDING

Failure Category NONE

Fix Directive --

Text Judge (gpt-oss-120b) PENDING

Factual Grounding (30) + Schema (10) + Value Density (15) = 55 pts

Awaiting factual grounding & schema compliance evaluation.

Vision Judge (Qwen 3.7 Plus) PENDING

Visual Accuracy (20) + Tone Separation (25) = 45 pts

Awaiting multimodal visual verification & tone separation evaluation.

ValueStream AI Enterprise Pipeline

ValueStream AI

Welcome to ValueStream AI

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Collaborative 3-Agent Perception & Tone Consensus

Agent 1 — Interleaved Perception Document

Consensus Deliberation History