arXiv 论文的端到端推荐引擎:流式接入开放快照,使用量化 ONNX 模型对标题与摘要进行 embedding,构建 FAISS 向量索引,通过 FastAPI 服务提供推荐,并在 Streamlit 面板中交互探索。End-to-end recommendation engine for arXiv research papers: stream an open snapshot, embed titles + abstracts with a quantized ONNX model, build a FAISS vector index, serve recommendations through a FastAPI service, and explore them in a Streamlit dashboard.
database