Historical Story Video Generator
Hamna Hameed
Historical Story Video Generator
Bring historical figures to life through calming AI-generated storytelling videos with narration and subtitles.
Core capabilities:
This project builds an AI-powered storytelling pipeline that:
Searches for biographical information on historical figures.
Generates a calming and informative story.
Converts the story into natural speech audio.
Creates images based on story sections.
Combines audio and images into a synchronized video.
Generates subtitles and overlays them on the final video.
How It Works
The pipeline is orchestrated using CrewAI and consists of multi-agent collaboration with these agents:
Agents & Roles
Researcher Agent: Searches biographical content using SerperDev (Google-like search).
Writer Agent: Crafts a short, warm, equal-length-sentence story (in a selected language).
Voice Generator Agent: Uses Deepgram API (via custom tool) to generate narration.
Video Generator Agent: Uses
moviepy to:Generate synchronized video from AI-generated images and audio
Overlay subtitle tracks
Key Technologies
Search: SerperDevTool
Language Model: Gemini 1.5 via LiteLLM wrapper
Text-to-Speech: Deepgram API (custom tool)
Image Generation: Gemini-based LLM prompt-to-image
Video Editing: MoviePy
Crew Orchestration: CrewAI
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Posted Jun 2, 2026
AI-powered multi-agent system that transforms historical figures into narrated storytelling videos with audio, and subtitles.
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