AI Video Generation & Publishing Agent
A LangGraph ReAct agent that turns plain-English commands into multi-step media workflows, from script to render to publish, running daily on autopilot.
- 9 Zod-typed tools (content scan, render, AI metadata, upload) with a dry run and human confirmation before any public upload.
- Provider-agnostic LLM layer that switches between Groq (Llama 3) and Gemini through config, with exponential backoff that honours retry-after hints.
- 7 end-to-end pipelines: LLM scripts and SEO metadata, TTS voiceover (ElevenLabs, gTTS), Remotion rendering, and auto-publishing to YouTube, Instagram Reels and Facebook.
- Cut LLM token cost with per-collection metadata caching. Stateful cron jobs handle lockfiles, retries and missed-day catch-up.
- LangGraph
- LangChain
- Node.js
- Remotion (React)
- YouTube & Meta Graph APIs
