“Knowledge base and RAG”

Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, structure-aware chunking.

Configure and use Monica AI providers, chat, knowledge bases, RAG, runtime skills, and MCP in an application.

Build and query AI-powered knowledge bases from claude-mem observations.

管理本地 Markdown/Obsidian 知识库：素材入库、健康检查、增量索引、关键词与 semantic-lite 检索、逐字原文资料包、归档和 MCP 连接。用于搜索知识库、整理资料及为 Agent 准备可定位的引用。

Use this skill when designing help center architecture, writing support articles, or optimizing search and self-service.

Preserve and retrieve reusable context in a Markdown knowledge base.

Knowledge base management and retrieval

把本地文件夹建成 Agent 可稳定查找、收录和维护的知识库，并支持导航、版本判断、健康检查及 SOT 分层治理。用户要求搭建、查询、更新、整理或瘦身知识库时使用。

Projektowanie, porządkowanie i utrzymanie bazy wiedzy czytanej przez agentów AI - warstwy L0-L4, metadane, szablony dokumentów, walidacja i automatyzacja.

Create and maintain a Markdown knowledge base that any AI agent can read, search, and update.

Save or update knowledge in Jorge's Obsidian vault: notes, overviews, decisions, investigations, implementation plans, existing documents, and web references.

Use when retrieving engineering or product context from repository docs, or updating durable documentation after a behavior change.

Use when setting up or maintaining an AI-maintained knowledge base project (raw source material + wiki + outputs).

A searchable knowledge base your assistant reads and writes.

Use when asked what an agent-qa run did, why a step passed or failed, what a run's screenshots, console or network showed, what knowledge agent-qa learned or…

Search verified local businesses, check what their verification proves, and message them.

查找项目资料、预定安排、历史决定、任务进展或实现线索时使用。Rabi 在线时优先搜索其计划、近期记忆和沉淀记忆，再按线索搜索文件；离线或查询失败时直接使用普通搜索。

Maintain a searchable knowledge base for a research topic.

Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic…

EU AI Act Knowledge Engine — authoritative regulatory Q&A grounded in 70 official EU source documents (including the 2026 Commission draft guidelines on Art.

Use when deciding where knowledge goes or reading/writing durable docs: AGENTS.md, .context/, KB, docs/, and work directories.

OpenLoomi entrypoint for skill-only agent runtimes without a plugin mechanism.

AI-powered knowledge base for Double - Thank You with semantic search and question answering.

AWS Startups reference content — Activate FAQ, credits guide, programs, partner offers, sample architectures, and hundreds of learn articles spanning…