Multi-modal retrieval-augmented chat
RAG Knowledge Platform
Architected a multi-modal RAG platform ingesting documents, video, and images; runs per-modality AI analysis and indexes embeddings into a vector store for grounded, cited chat responses.
Overview
Productionized async ingestion pipelines and an admin control plane for collections, permissions, and re-indexing.
- 01Multi-modal indexing
- 02Retrieval-augmented chat
- 03Document, video & image analysis
- 04Grounded, cited responses
ReactNode.jsVector DatabaseEmbeddingsLLMsVision AI