Agent blueprint

How to build a video production agent

Free blueprint for a video production agent. A low-code, workflow-driven, cloud-hosted stack with 14 connected components. Built around Jockey by TwelveLabs, Google Veo, Synthesia, Descript. Copy it, export it, or change the answers to fit your project.

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Your architecture

Video production agent

A low-code, workflow-driven, cloud-hosted stack with 14 connected components.

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Architecture map

Tap a component to see its connections

INTERFACE &TRIGGERSORCHESTRATIONREASONINGMEMORY &KNOWLEDGETOOLS &INTEGRATIONSMONITORING &SAFETYCHAT INTERFACEWeb chat widgetWORKFLOW AUTOMATIONn8nHUMAN APPROVAL STEPBuilt into yourorchestratorREASONING MODELGeminiCONVERSATION MEMORYBuilt into yourorchestratorDOCUMENT INGESTIONBuilt-in knowledgebaseVECTOR DATABASEPineconeDOCS & WIKISNotionVIDEO UNDERSTANDINGJockey by TwelveLabsVIDEO GENERATIONGoogle VeoPRESENTER VIDEOSSynthesiaEDITING & CAPTIONSDescriptGUARDRAILSInput & outputchecksTRACING & EVALUATIONLangfuse

Swipe sideways to see the whole map

Tool configuration

Interface & triggers

  • Chat interface

    Where people talk to the agent

    Web chat widget

    or Slack or Teams bot

Orchestration

  • Workflow automation

    Chains AI steps with app actions visually

    n8n

    or Make, Zapier

  • Human approval step

    Pauses risky actions until a person approves

    Built into your orchestrator

    or n8n wait node, Slack approval message

Reasoning

  • Reasoning model

    Understands images and long documents

    Gemini

    or Claude, ChatGPT / OpenAI

Memory & knowledge

  • Conversation memory

    Keeps track of the current chat or task

    Built into your orchestrator
  • Document ingestion

    Splits and indexes your files and pages

    Built-in knowledge base

    or Firecrawl, LlamaIndex

  • Vector database

    Finds the most relevant passages for each question

    Pinecone

    or Weaviate, Qdrant

Tools & integrations

  • Docs & wikis

    Reads and writes team documents

    Notion

    or Google Drive, Confluence

  • Video understanding

    Searches and summarises your footage

    Jockey by TwelveLabs
  • Video generation

    Creates clips from text or images

    Google Veo

    or Runway, Kling AI

  • Presenter videos

    Turns scripts into avatar presenter videos

    Synthesia

    or HeyGen

  • Editing & captions

    Edits, captions and cuts clips

    Descript

    or Captions, Opus Clip

Monitoring & safety

  • Guardrails

    Blocks unsafe input, prompt injection and data leaks

    Input & output checks

    or Allow-list of tool actions

  • Tracing & evaluation

    Records every step, cost and answer quality

    Langfuse

    or LangSmith, Weights & Biases

Set up your agent, step by step

Tick each step as you finish it. Your progress is saved with this plan in your AItooling account.

0 of 22 done

AItooling never signs up for you and never asks for your passwords or keys. You create each account yourself on the tool's own website, and only your ticks are saved here.

Sign in and save this plan to keep your progress in your account.

  1. 1Create your accounts

    • Sign up or install it, then make a new project for this agent.

    • Sign up, create an API key and set a monthly spending limit before anything else.

    • Sign up and create a new database or index just for this agent.

    • Sign up and connect only the apps this agent needs, with read-only access where you can.

    • Sign up and connect only the apps this agent needs, with read-only access where you can.

    • Sign up and connect only the apps this agent needs, with read-only access where you can.

    • Sign up and connect only the apps this agent needs, with read-only access where you can.

    • Sign up and connect only the apps this agent needs, with read-only access where you can.

    • Sign up and turn on logging so you can review what the agent does.

  2. 2Build it in this order

  3. 3Launch your agent

    • Copy the ready-made code for this agent. It hides secrets and personal data before the AI model sees them.

    • Put each key in a password manager or your hosting's secret settings. Never paste keys or passwords into AItooling or a chat.

    • Start small, read every answer yourself, and only then let other people use it.

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