AI Agent 工作流
浏览并运行 56 个生产就绪的 AI Agent 管线。每个包含信誉评分、开源组件和可视化管线分解。
发票处理自动化
上传任意格式发票——7 节点管线自动完成 OCR、字段提取、金额校验、合规检查和多源对账，输出一份 Excel 工作簿。
会议纪要自动化
投入会议录音——faster-whisper 转录、LLM 结构化纪要，一份精致的 DOCX 含五层细节直接下载。
电商产品图工作流
批量精修产品图：背景移除、超分辨率放大、自动裁剪至电商规格、AI 生成替代文本——适配亚马逊、Shopify、淘宝。
PDF 转结构化 Markdown
版面感知的 PDF 转换，保留阅读顺序、表格和标题——为你的知识管线提供干净的 RAG 摄取层。
AI 简历筛选
批量解析简历为结构化人才库：OCR、字段提取、技能分类映射、评分和 Excel 输出——一条管线，零手动录入。
AI 照片修复
修复退化人像：GFPGAN 面部重建 + Real-ESRGAN 超分辨率——从任何扫描老照片输出清晰、可打印的修复结果。
网页抓取自动化
抓取 URL、用 Trafilatura 去样板、用 LLM 结构化内容、落地 Excel——监控级、内置重试、支持定时。
数据清洗自动化
投入杂乱的 CSV 和 JSON——Pandas 驱动的管线自动检测编码、规范化列、填充缺失、去重、标记异常，然后落地清洗输出。
文档翻译自动化
多语言文档翻译保留版面：PDF/DOCX 输入→翻译→同格式文档输出，带区域感知格式。
AI 演示文稿生成器
写大纲，得到精致的 PPTX——含版式、图表和演讲备注——Python-PPTX 驱动，可人工编辑，可配置品牌。
视频转录工作流
投入视频或播客——faster-whisper 带时间戳转录、LLM 添加说话人标签和章节标记，输出 SRT + DOCX + 纯文本。
AI 合同审查
上传合同——条款切分、对照 18 项框架的风险评分、红线备忘录生成和问题清单，一条 7 节点自动化管线。
PDF AI 研究 Agent
深度阅读论文、梳理论证结构、提取证据表，返回可引用的结构化文献笔记——由 5 节点开源 Agent 管线驱动。
数据可视化自动化
输入原始数据，得到出版级图表和叙事洞察——Pandas 分析 + LLM 驱动的可视化决策，导出 PNG/SVG。
竞争分析 Agent
七层多平台情报管线：扫描新闻、社交、论坛和博客——映射竞争对手、价格变动、情感变化和新兴威胁，生成日报。
社交聆听工作流
多平台快速扫描品牌提及、情感信号和热门话题——Agent Reach 扫描来源，LLM 结构化情报，交付摘要。
数据隐私合规工作流
将你的数据实践与 GDPR、PIPL 和 CCPA 交叉比对——结构化合规清单含差距分析和整改建议。
AI 视频生成工作流
将文本、文件或 URL 转为成品解说视频——分镜、配音、字幕、双比例 MP4 输出——一条 7 节点自动化管线。
AI Blog Post Generator
Feed topic and source URLs — the agent researches, synthesises key points, drafts a structured long-form post, and expor…
Social Media Content Calendar
Define themes and date range — the agent sweeps trending topics, generates platform-specific post ideas, formats them in…
Email Newsletter Automation
Pull from RSS feeds and article URLs → extract main content → curate top stories → generate newsletter-ready HTML with s…
Product Description Generator
Upload product images and specs — vision step extracts attributes, LLM generates benefit-driven descriptions with SEO ke…
SEO Content Brief Generator
Enter target keywords — the agent scrapes top-ranking SERP results, extracts headings and structures, generates a conten…
CSV/Excel Merge & Dedup
Drop multiple CSV/Excel files — Pandas merges across common keys, fuzzy-matches near-duplicates, LLM resolves entity con…
Survey Response Analyzer
Upload survey CSV export — Pandas aggregates by segments, LLM performs sentiment analysis on open-ended responses, ident…
Sales Pipeline Analytics
Export CRM pipeline CSV — Pandas calculates conversion rates, deal velocity, and stage durations, LLM generates narrativ…
Log File Anomaly Detector
Drop server or application log files — Pandas parses and aggregates by error type, frequency, and time window, LLM flags…
Data Enrichment Pipeline
Upload a sparse CSV — Pandas validates structure, Requests fetches missing fields from APIs, LLM normalises formats and …
Podcast Episode Pipeline
Drop a podcast audio file — faster-whisper transcribes with speaker diarisation, LLM generates show notes, chapter marke…
Batch Image Optimizer
Drop a folder of images — Pillow resizes and adjusts, Real-ESRGAN upscales low-res sources, final Pillow pass converts t…
Video Thumbnail Generator
Extract key frames from video — LLM scores visual interest, picks the best frame, Pillow overlays headline text with bra…
Audio Noise Reduction
Drop noisy audio — signal processing removes background hum and hiss, faster-whisper verifies intelligibility improvemen…
Infographic Data Pipeline
Upload data CSV — Pandas computes key metrics, LLM selects optimal chart types and narrative flow, generates a PowerPoin…
Automated Screenshot Capture
Provide URL list — captures full-page screenshots, LLM annotates key visual elements and differences, compiles into a vi…
Automated Report Generator
Drop data and a report template — Pandas computes KPIs, LLM writes narrative sections tailored to audience, generates a …
White Paper Research Pipeline
Feed source URLs and PDFs — Trafilatura scrapes web sources, Docling parses research papers, LLM synthesises findings in…
Legal Document Summarizer
Drop legal PDFs — PyPDF extracts full text while PDFPlumber preserves tables, LLM identifies key clauses, obligations, a…
Case Study Builder
Record a customer interview — faster-whisper transcribes, LLM extracts challenge → solution → results narrative, formats…
AI Meeting Scheduler
Describe availability constraints — LLM finds optimal time slots across participants, generates calendar-ready ICS entri…
Project Status Reporter
Pull from project management API — Pandas aggregates by milestone and assignee, LLM highlights risks and blocked items, …
Travel Expense Automation
Snap receipt photos — PaddleOCR extracts vendor, amount, date, LLM categorises and checks against policy, Pandas compile…
Asset Inventory Auditor
Upload scan data and inventory records — Pandas cross-references, LLM flags discrepancies, assigns risk levels, generate…
Knowledge Base Q&A Agent
Upload knowledge base documents — Docling parses all formats into searchable text, LLM indexes and answers questions wit…
Market Research Automation
Define a market topic — Agent Reach sweeps news, reports, and analyst content, Trafilatura cleans sources, LLM synthesis…
Patent Analysis Pipeline
Drop patent PDFs — PyPDF + PDFPlumber extract claims and figures, LLM maps claim structures and identifies key innovatio…
Competitor Pricing Monitor
Provide competitor URLs — Requests + Trafilatura scrape pricing pages, LLM extracts plan tiers, features, and prices, Pa…
Technology Trend Radar
Define a tech domain — Agent Reach sweeps papers, blogs, and product launches, LLM classifies signals by maturity and im…
Customer Feedback Analyzer
Export reviews or survey data as CSV — LLM classifies sentiment, extracts feature requests and pain points, prioritises …
AI Code Review Pipeline
Paste code or repo diff — LLM reviews for bugs, security issues, and style violations, generates a structured review wit…
API Documentation Generator
Point to an OpenAPI spec URL — LLM generates human-readable endpoint descriptions, request examples, error handling, and…
Test Case Generator
Describe a feature or paste API spec — LLM generates edge cases, happy-path scenarios, and boundary tests, exports a str…
Release Changelog Generator
Feed git commit log — LLM groups by feature/bug/chore, writes user-facing changelog entries with context, exports format…
Course Content Builder
Provide source materials and a syllabus outline — the agent researches, structures into modules and lessons, generates s…
Flashcard & Quiz Generator
Upload study material PDF — LLM extracts key concepts, generates question-answer pairs across multiple difficulty levels…
Bank Statement Reconciliation
Upload bank statement scans and accounting export — PaddleOCR extracts transactions, Pandas cross-references against led…
Tax Document Preparation
Drop receipts and financial records — PaddleOCR + Pandas categorise expenses, LLM applies tax rules and identifies deduc…