Baiyuan RAG Knowledge Platform Whitepaper

附錄 C — 參考文獻

學術論文

• Cormack, G. V., Clarke, C. L. A., & Büttcher, S. (2009). Reciprocal Rank Fusion outperforms Condorcet and individual rank learning methods. SIGIR ‘09.
• Liu, N. F., et al. (2023). Lost in the Middle: How Language Models Use Long Contexts. arXiv:2307.03172.
• Lewis, P., et al. (2020). Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks. NeurIPS 2020.
• Karpukhin, V., et al. (2020). Dense Passage Retrieval for Open-Domain Question Answering. EMNLP 2020.
• Malkov, Y. A., & Yashunin, D. A. (2018). Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs. IEEE TPAMI.
• Robertson, S., & Zaragoza, H. (2009). The Probabilistic Relevance Framework: BM25 and Beyond. Foundations and Trends in Information Retrieval.
• Bowman, S. R., et al. (2015). A large annotated corpus for learning natural language inference. EMNLP 2015. (SNLI)
• He, P., et al. (2023). DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training. ICLR 2023.

標準與規範

• Schema.org：https://schema.org
• Schema.org ClaimReview：https://schema.org/ClaimReview
• PostgreSQL 16 Documentation：https://www.postgresql.org/docs/16/
• Server-Sent Events (WHATWG)：https://html.spec.whatwg.org/multipage/server-sent-events.html
• INCI Names (CosIng)：https://ec.europa.eu/growth/tools-databases/cosing/
• CAS Registry Number：American Chemical Society

開源專案

• pgvector：https://github.com/pgvector/pgvector
• zhparser：https://github.com/amutu/zhparser
• pdfjs-dist：https://github.com/mozilla/pdf.js
• @mozilla/readability：https://github.com/mozilla/readability
• BGE-M3 (BAAI)：https://huggingface.co/BAAI/bge-m3
• MediaWiki：https://www.mediawiki.org

供應商文件

• OpenAI API：https://platform.openai.com/docs
• Anthropic API：https://docs.anthropic.com
• Google Gemini API：https://ai.google.dev/gemini-api/docs
• Cohere Rerank：https://docs.cohere.com/docs/rerank-overview
• Google Cloud Vision OCR：https://cloud.google.com/vision/docs/ocr
• Cloudflare Workers：https://developers.cloudflare.com/workers/

法規資料源

• TFDA 化粧品衛生安全管理法：https://law.moj.gov.tw/LawClass/LawAll.aspx?pcode=L0030013
• PubChem：https://pubchem.ncbi.nlm.nih.gov
• ECHA（歐洲化學總署）：https://echa.europa.eu
• REACH Regulation：https://echa.europa.eu/regulations/reach/

姐妹白皮書

• 百原 GEO Platform 技術白皮書：https://github.com/baiyuan-tech/geo-whitepaper

延伸閱讀（Blog / Industry）

• Martin Fowler on Circuit Breaker：https://martinfowler.com/bliki/CircuitBreaker.html
• OWASP Multi-Tenancy Cheat Sheet：https://cheatsheetseries.owasp.org/cheatsheets/Multi_Tenancy_Cheat_Sheet.html
• Stanford HELM：https://crfm.stanford.edu/helm/
• LangChain Semantic Cache docs：https://python.langchain.com/docs/integrations/llm_caching/

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