TheBlewish/Academic-AI-Literature-Reviewer-Ollama
通过 Ollama 使用本地 LLM 自动生成文献综述：检索学术数据库、获取全文论文并撰写 APA 第 7 版格式综述；模型在结构上被禁止编造引文，每条引文均逐字核验并按 APA 第 7 版排版。Automated literature reviews using local LLMs via Ollama. Searches academic databases, acquires full-text papers, and writes APA 7th reviews where the model is structurally prevented from fabricating quotes — every quote is verified verbatim and is formated in APA7th.
databasellm-infra
yoel3imari/research-paper-recommendation-system
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