使用 TiDB 建立 SQL 與向量檢索上下文層 是做什麼的？
當智能體需要一個可同時儲存嵌入向量並提供向量檢索的 SQL 事務儲存時，使用 TiDB，適用於 RAG、記憶或應用上下文工作流程。
先決條件
TiDB 或 TiDB Cloud、嵌入模型、SQL 客戶端或應用程式連接器、原始文件或應用記錄
安裝
無法自動提取基於來源的安裝或使用說明。在敏感工作流程中執行此技能前，請先檢視上游專案。
當智能體需要一個可同時儲存嵌入向量並提供向量檢索的 SQL 事務儲存時，使用 TiDB，適用於 RAG、記憶或應用上下文工作流程。
此技能教導 AI 智能體如何運用 TiDB 建立兼具 SQL 與向量檢索能力的上下文層。TiDB 是一款分散式 SQL 資料庫，除了傳統的關聯式資料儲存外，也支援向量嵌入與向量相似性搜尋，非常適合用於建構 RAG（檢索增強生成）、長期記憶或應用上下文感知工作流程。技能支援主要開發平台如 Claude Code、Coder 等，透過標準 SQL 客戶端或應用程式連接器操作。使用前需先準備 TiDB（或 TiDB Cloud）、嵌入模型、SQL 客戶端以及原始文件或應用記錄。本技能的目的是讓 AI 智能體在需要同時進行交易式資料處理與語義檢索時，能直接整合 TiDB 作為統一的後端儲存層，從而簡化架構並提升效率。
npx skills add https://github.com/agentskillexchange/skills/tree/main/skills/build-sql-and-vector-retrieval-context-layers-with-tidb當智能體需要一個可同時儲存嵌入向量並提供向量檢索的 SQL 事務儲存時，使用 TiDB，適用於 RAG、記憶或應用上下文工作流程。
TiDB 或 TiDB Cloud、嵌入模型、SQL 客戶端或應用程式連接器、原始文件或應用記錄
無法自動提取基於來源的安裝或使用說明。在敏感工作流程中執行此技能前，請先檢視上游專案。
This repo contains 20 individual skills — each has its own dedicated page.
Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.
Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.
An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.
Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().
Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.
ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.
act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.
Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.
Use UX/UI Agent Skills when Claude should generate tokens, component specs, accessibility audits, and framework-specific UI code from a repeatable design workflow.
Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.
Use Cognee to ingest project knowledge into graph and vector memory so agents can retrieve durable context across sessions and workflows.
Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.
Give LangGraph agents memory management and search tools so they can store, retrieve, and update durable facts across sessions.
Use SimpleMem to store, compress, index, and retrieve text or multimodal memories for agents through MCP or Python integrations.
Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.
Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent memory retrieval.
Find the open PR for the current branch, gather unresolved review comments, and drive a focused comment-resolution workflow with gh-authenticated context.
Use VoltAgent to intercept, validate, and enforce input/output policies in TypeScript agent workflows.
Use Zep as an external context layer for agents that need to store events, assemble temporal graph context, and retrieve relevant memory before model calls.
Calls Adobe Firefly
Extract frames or short clips from videos using ffmpeg.
Summarize or transcribe URLs, YouTube/videos, podcasts, articles, transcripts, PDFs, and local files.
Use when testing, fixing, or extending the OpenClaw Control UI GUI with Vitest + Playwright end-to-end checks, mocked Gateway WebSocket flows, mocked dashboard runs, screenshots/videos, or agent-verifiable browser proof.
Obra superpowers agent skills.
See, Understand, Act on video and audio. See- ingest from local files, URLs, RTSP/live feeds, or live record desktop; return realtime context and playable stream links. Understand- extract frames, build visual/semantic/temporal indexes, and search moments with timestamps and auto-clips. Act- transcode and normalize (codec, fps, resolution, aspect ratio), perform timeline edits (subtitles, text/image overlays, branding, audio overlays, dubbing, translation), generate media assets (image, audio...
End-to-end marketing campaign planning and execution. Covers audience research, positioning, campaign angle definition, landing page copy, email sequences, social posts, ad copy, short-form video scripts, and content calendars. Use as the orchestration layer for multi-channel product launches. Use when planning or executing a multi-channel product launch, or producing landing page, email, social, or ad copy.