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Use Case Index / 71 Projects

Deep Web Research & Synthesis Projects

Discover open-source implementations addressing deep web research & synthesis with autonomous tool loops, retrieval augmented generation, and custom LLM reasoning.

Technical workflow visual for Deep Web Research & Synthesis
Technical blueprint for Career Ops

Career Ops

LLM Evaluation & Structured Output Pipeline • Intermediate

Open-source AI job search: scan job portals, evaluate listings into a structured A-H report with a global 1-5 score, tailor your CV, track applications — runs locally in your AI coding CLI (Claude Code, Codex, OpenCode, Antigravity…).

Technical blueprint for Graphify
MCP AI Agents
Available

Graphify

FastMCP Tool Server & Client Protocol • Intermediate

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Technical blueprint for Llm App

Llm App

Hybrid Retrieval Augmented Generation (RAG) • Intermediate

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

Technical blueprint for Xiaoyaosearch
MCP AI Agents
Available

Xiaoyaosearch

FastMCP Tool Server & Client Protocol • Intermediate

小遥搜索,听懂你的话、看懂你的图,用AI找到本地任何文件。让搜索像聊天一样简单。XiaoyaoSearch: Understands your words, reads your images, finds any local file with AI. Making search as easy as chatting.

Technical blueprint for Weaviate

Weaviate

Hybrid Retrieval Augmented Generation (RAG) • Intermediate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.