TIKTOK CONTENT CREATION IS NOW A SOLVED PROBLEM

Yours Sincerely, #SN: burdened bears

BrainRot Plus

The Problem

Attention Spans are Getting Shorter

A worrying amount of short-form content is

• Derivative
• Addictive
• Not Educational !!

Teaching Methodologies and Education Need to Level Up

• How do you leverage GPTs?
• What are the kids looking for now?
• The kids love their TikToks

Our Solution

AI Magic

Short-form TikToks 😎

Architecture

How it works

1. Submit a piece of text
2. LLM summarises, extracts keypoints and uses it to generate narration script and keywords for relevant images
3. TTS models converts narration script into speech
4. Image search services takes generated key words and find relevant images
5. Compose narration into scenes and stitch it together with the speech and images

Demo…

Challenges faced

1. Scroll UI like tiktok’s is not easy to achieve
2. Python dependencies and environment issues are a pain to resolve
3. Programmatically generating a video with transitions is non trivial
4. Getting relevant images related to the text
5. Prompting the LLM to output in the format and richness we desire
6. Optimising pipeline to run in reasonable amount of time