“Knowledge base and RAG”

Tra cứu quy định, văn bản pháp lý, tiền lệ từ kho tài liệu nội bộ sử dụng RAG (Retrieval-Augmented Generation).

Use when ingesting, searching, citing, or auditing local project knowledge for a heavy-reasoning agent, especially markdown, text, JSON, and other documents…

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.

Personal knowledge base with SQLite FTS5 full-text search.

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

Build and validate deterministic, provider-neutral JSONL from Digital SZTU events, claims, nodes, sources, collections, and backlinks for full-text, graph…

Long-term memory via Hermes workspace RAG — ingest notes, index, search, family cards, digests, reports.

How to use this repo's docs vault without wasting tokens.

Search and list documents in the knowledge base.

企业知识库检索 — 公司规范、流程、制度查询

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

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

检索指定仓库的知识库，返回相关的文本片段及其来源。

Use when the user wants to ingest URLs or notes into the workspace knowledge base, update compiled wiki pages, file durable answers back into the wiki, or…

向量语义知识库 - 中文优化 RAG，支持增量同步和自动监控

Route one question or source event through a supplied knowledge catalog to validated source, owner, escalation, and follow-up skill references.

Ingest URLs, documents, and text into the memory system as structured knowledge

Use when a scientist or educator wants to document a research codebase, create a knowledge base, add missing docs, write a…

知识库查询引擎 - 支持合同审核、制度查询、合规检查。使用向量检索和重排序技术，精准定位相关知识片段。子 Agent 使用 qwen3.5-flash 模型，降低主 Agent 算力消耗。关键词：知识库、合同审核、制度查询、合规检查、向量检索、RAG

Deep knowledge layer - project-specific library quirks, stack recipes, dependency notes.

Creates source-backed architecture documentation shaped around the codebase and its readers.

Provides technical details about Gemini 2.5 models, including context window limits, tokenization, and multi-modal capabilities.

Use when you need PayWay integration guidance offline — the built-in knowledge base of integration and support topics (setup…