2026 掌握 LLM 搜索:完整的语义 AI 手册Master LLM Search in 2026: The Complete Semantic AI Handbook
仓库/Skill 库
239 个 · RAG 检索增强
Uniphore 是一家企业级 AI 公司——"The Business AI Company"——成立于 2008 年,总部位于加利福尼亚州帕罗奥图。其旗舰平台 Business AI Cloud(BAIC)是一个主权化、可组合且安全的 AI 平台,分为四层:用于对企业数据进行零拷贝访问的 Data Layer、用于检索的 Knowledge Layer……Uniphore is an enterprise AI company — "The Business AI Company" — founded in 2008 and headquartered in Palo Alto, California. Its flagship platform, the Business AI Cloud (BAIC), is a sovereign, composable and secure AI platform organised into four layers: a Data Layer for zero-copy access to enterprise data, a Knowledge Layer for retrieval and…
Fintool 是一款面向对冲基金、资管机构及买方/卖方分析师等机构投资者的 AI 驱动股票研究分析师与金融副驾驶。其助手可摄取 SEC 文件(10-K、10-Q、8-K)、财报电话会议记录与金融数据,并附带来源引用地回答研究问题,加速……Fintool is an AI-powered equity research analyst and financial copilot built for institutional investors such as hedge funds, asset managers, and buy-side and sell-side analysts. Its assistant ingests SEC filings (10-K, 10-Q, 8-K), earnings-call transcripts, and financial data to answer research questions with source citations, accelerating…
基于个人研究兴趣的每日 arxiv 论文推荐,由 Claude 更新。Daily arxiv paper recommendation based on my research interest, updated by Claude.
基于 Docker Compose 的 AI、LLM 与 RAG 平台基础设施蓝图,含路由、存储与可观测性说明。AI, LLM, and RAG platform infrastructure blueprint with Docker Compose, routing, storage, and observability notes.
Claude Code Skill,可将论文与对话转化为交叉链接的 Obsidian 知识库:十段式论文笔记含内嵌图表,归档于主题枢纽下Claude Code skills that turn papers and conversations into a cross-linked Obsidian knowledge base — ten-section paper notes with inline figures, filed under topic hubs.
通过分析 trace 诊断与调试 RAG 流水线,定位并修复影响答案质量与相关性的问题Diagnose and debug Retrieval Augmented Generation pipelines by analyzing traces to identify and fix issues affecting answer quality and relevance.
🌐 利用多跳图推理结合知识图谱和向量搜索,挖掘隐藏的全球供应链风险,获得更深层洞察。🌐 Map hidden global supply chain risks with multi-hop graph reasoning combining knowledge graphs and vector search for deeper insights.
AI 驱动的加密情绪日记——基于 RAG 的 LLM 反馈(TAIDE + ChromaDB)结合 Random Forest 情绪预测。Live demo:heartbox.tw(test1/test1)。AI-powered encrypted mood journal — RAG-grounded LLM feedback (TAIDE + ChromaDB) and Random Forest emotion forecasting. Live demo: heartbox.tw (test1/test1)
LLM 驱动的科学论文推荐系统LLM-driven scientific paper recommendation system
一个基于 C# 与本地 LLM 的学术论文 RAG(Retrieval-Augmented Generation)系统。目标是摄入研究论文语料,构建可回答文献综述类问题(如"其他论文关于 X 发现了什么")的系统,回答严格基于真实源材料。A RAG (Retrieval-Augmented Generation) system for academic papers using C# and a local LLM. The goal is to ingest a corpus of research papers and build a system that can answer literature review questions like "what have other papers found about X"; grounded in the actual source material.
本仓库为关于肌少症 AI 驱动体形分析动态文献综述的源代码。通过自行修改配置文件,本仓库也可作为其他领域的模板使用。Store here are the source code for the dynamic Literature Review on AI-Driven Body Shape Analysis for Sarcopenia. You may also treat this repository as a template for other domains by configuring the configuration files by yourself.
提出研究问题,获得可核验的带引文报告Ask a research question, get a cited report you can check.
本地优先的印尼语字幕生成,面向授权学习资源。Local-first Indonesian caption generation for authorized learning sources
OncoRAG 是一个 RAG 系统,为临床医生和研究人员提供即时获取最新肿瘤学证据的能力——来源包括直接来自 PubMed 的随机对照试验、Meta 分析、系统综述和 III 期临床试验。提出临床问题,即可获得带引文的可靠答案。OncoRAG is a Retrieval-Augmented Generation system that gives clinicians and researchers instant access to the latest oncology evidence — drawing from Randomized Controlled Trials, Meta-Analyses, Systematic Reviews, and Phase III Clinical Trials sourced directly from PubMed. Ask a clinical question, get a grounded answer with citations.
基于内容相似度的机器学习论文推荐系统,使用 Python 与自然语言处理技术。Machine learning recommendation system that suggests relevant research papers based on content similarity using Python and natural language processing techniques.
个人 AI 工程博客与作品集——12 篇文章,覆盖 agentic AI、RAG、embeddings、chunking、token 及生产实践。基于 Astro 构建,部署于 Cloudflare Pages。Personal AI engineering blog and portfolio — 12 posts covering agentic AI, RAG, embeddings, chunking, tokens, and production patterns. Built with Astro and deployed on Cloudflare Pages.
RepoMap AI 2026:为 AI 助手绘制突破窗口限制的代码库地图RepoMap AI 2026: Map Codebases for AI Assistants Beyond Window Limits