Self-hosted multimodal RAG knowledge base: FastAPI + Vue 3, MySQL, Milvus, PDF/text + image OCR ingest, local fastembed or OpenAI-compatible embeddings, SSE chat, Ollama/DeepSeek. 多模态知识库问答学习项目
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Updated
Apr 3, 2026 - Python
Self-hosted multimodal RAG knowledge base: FastAPI + Vue 3, MySQL, Milvus, PDF/text + image OCR ingest, local fastembed or OpenAI-compatible embeddings, SSE chat, Ollama/DeepSeek. 多模态知识库问答学习项目
Benchmark and compare vector databases (pgvector, Qdrant, Milvus, Weaviate, Chroma, FAISS) on shared embeddings with Recall@K and latency metrics and more.
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