TIGER-AI-Lab/TheoremExplainAgent

Official Repo for "TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding" [ACL 2025 oral]

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Generates pedagogical Manim animation videos from theorem descriptions using LLMs, with an agentic workflow that decomposes theorems into visual scenes and validates explanations through multi-step reasoning. The system integrates LiteLLM for flexible model selection (OpenAI, Azure, Gemini, Vertex AI), Kokoro TTS for narration, and optional retrieval-augmented generation over Manim documentation to improve code generation accuracy.

1,470 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 2 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 22 / 25

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Stars

1,470

Forks

194

Language

Python

License

MIT

Last pushed

Jul 27, 2025

Commits (30d)

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