Chroma - Multimodal RAG: Chat with Videos

Summary: This integration combines TwelveLabs’ Embed API with Chroma’s Vector Database to enable Retrieval-Augmented Generation (RAG) based Q&A on videos.

Description: The integration leverages TwelveLabs’ contextual embeddings and Chroma’s efficient vector storage to power a chat application that extracts precise text answers from unstructured video content.

Step-by-step guide: Our blog post, Multimodal RAG: Chat with Videos Using TwelveLabs and Chroma, provides a detailed walkthrough of this integration process.

Colab notebook: TwelveLabs_Chroma_Chat_with_video_Colab