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Video walkthrough: https://youtu.be/JcGqt3DYn6c

Hey everyone. New video is up, and this one is about making micro dramas with Calliope.

Micro dramas have been everywhere lately — TikTok, YouTube Shorts, every platform. Short AI-generated drama series with characters, storylines, cliffhangers. The problem is, most AI video tools generate one clip at a time with no concept of scenes, shots, or continuity. Calliope 1.5 changes that. The big feature is multi-shot scenes — one scene can now have multiple video clips with different angles, different characters talking, camera switches. Like how real filmmaking works, but driven by AI agents.

The other thing I'm excited about is the AI Canvas story bible. For micro dramas you need recurring characters, specific locations, props that show up across episodes. The story bible keeps all of that organized so the AI agents stay consistent when they write scripts and generate scenes.

Everything runs locally on your own machine with your own language models — LlamaCPP, DeepSeek, Ollama, whatever you want. No cloud dependency, no content restrictions.

Calliope is open source: https://github.com/benjiyaya/Calliope

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Make AI Micro Dramas From Script to Video Locally Using Calliope 1.5

Calliope 1.5 walkthrough focused on micro drama production. Core feature: multi-shot scene breakdown (one scene to multiple video clips with different angles and camera switches). Also covers the AI Canvas story bible for managing recurring characters and locations, reference-to-video-extend for motion continuity, configurable language model settings (local LlamaCPP + API models), sub-agent architecture for uncensored content, built-in memory and skills, asset libraries, and batch generation from the sandbox. AI micro drama creators, TikTok/YouTube Shorts drama series producers, AI video storytellers, ComfyUI users building story-to-video pipelines, anyone wanting to create short AI drama series with characters and storylines. Micro dramas are the fastest-growing AI video format right now. Calliope 1.5 makes production practical — multi-shot scenes match real filmmaking, the story bible keeps characters and locations consistent across episodes, and everything runs locally with your own language models. No cloud dependency, no content restrictions. Calliope : https://github.com/benjiyaya/Calliope Related links: TaoMate H3 ComfyUI https://youtu.be/qTKp3vs3hBI MiniMax H3 Fix Blurry Faces https://youtu.be/zmSeO6GjBBM Minimax H3 - Making Combat https://youtu.be/uhG307gPHco Calliope 0.1 - https://youtu.be/szJF38GzvWk Timeline: 00:00 - Introduction & Calliope 1.5 Overview 00:40 - Release Notes & AI Canvas 01:05 - Script Breakdown & Multi-Shot Scene Planner 02:08 - Story Bible & Managing Recurring Assets 03:24 - Project Creation & New Video Tab Layout 04:18 - MiniMax Setup & Batch Prompt Queueing 06:00 - Generating Shot 1.1 & Reference-to-Video 07:30 - Scene Progression & Async Job Queues 08:52 - Video Extension & Dialogue Adjustments 10:08 - Full Micro Drama Preview & Video Stitching 10:48 - Settings: LLM Providers & ComfyUI Workflows 12:02 - Multi-Agent Configuration & System Prompts 13:46 - Agent Memory System 14:24 - Skills Folder, Job Queue & Storage Settings 15:22 - Asset Library & Media Management 16:08 - AI Canvas Sandbox & Image Brainstorming 17:55 - Sandbox to Video Generation via ComfyUI 19:58 - Final Thoughts & Outro Scene If You Like tutorial like this, You Can Support Our Work In Patreon: https://www.patreon.com/c/aifuturetech #comfyui #localai #aivideo #minimaxh3

Comments

Net Sok

Been using Calliope for awhile now, good to see the continued updated and progress

Innovate Futures @ Benji

thanks, yes it need to continue update, coming up I will be focus more on the agentic loop , optimize it.