RAG & retrieval
914 rows, by stacks then stars
lingxling/awesome-skills-cn/antigravity-awesome-skills/plugins/antigravity-awesome-skills-claude/skills/embedding-strategies Skill
209★ repo热门Skills中文cn学习版+教程,提供7000+Skills,集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
lingxling/awesome-skills-cn/antigravity-awesome-skills/plugins/antigravity-bundle-agent-architect/skills/rag-engineer Skill
209★ repo热门Skills中文cn学习版+教程,提供7000+Skills,集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
lingxling/awesome-skills-cn/antigravity-awesome-skills/plugins/antigravity-bundle-llm-application-developer/skills/rag-implementation Skill
209★ repo热门Skills中文cn学习版+教程,提供7000+Skills,集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
lingxling/awesome-skills-cn/antigravity-awesome-skills/plugins/antigravity-awesome-skills/skills/vector-database-engineer Skill
209★ repo热门Skills中文cn学习版+教程,提供7000+Skills,集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
lingxling/awesome-skills-cn/antigravity-awesome-skills/plugins/antigravity-awesome-skills/skills/rag-engineer Skill
209★ repo热门Skills中文cn学习版+教程,提供7000+Skills,集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
lingxling/awesome-skills-cn/antigravity-awesome-skills/skills/embedding-strategies Skill
209★ repo热门Skills中文cn学习版+教程,提供7000+Skills,集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
lingxling/awesome-skills-cn/antigravity-awesome-skills/skills/rag-engineer Skill
209★ repo热门Skills中文cn学习版+教程,提供7000+Skills,集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
lingxling/awesome-skills-cn/antigravity-awesome-skills/skills/rag-implementation Skill
209★ repo热门Skills中文cn学习版+教程,提供7000+Skills,集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
lingxling/awesome-skills-cn/antigravity-awesome-skills/skills/vector-database-engineer Skill
209★ repo热门Skills中文cn学习版+教程,提供7000+Skills,集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目
qdrant/skills/meta/qdrant-advisor Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-clients-sdk Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-deployment-options Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-edge Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-model-migration Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-monitoring Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-monitoring/debugging Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-monitoring/setup Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-multitenancy Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
Qdrant performance optimization
qdrant/skills/skills/qdrant-performance-optimization Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
Indexing performance optimization
qdrant/skills/skills/qdrant-performance-optimization/indexing-performance-optimization Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-performance-optimization/memory-usage-optimization Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-performance-optimization/search-speed-optimization Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-scaling Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-scaling/minimize-latency Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-scaling/scaling-data-volume Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-scaling/scaling-data-volume/horizontal-scaling Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-scaling/scaling-data-volume/sliding-time-window Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-scaling/scaling-data-volume/tenant-scaling Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-scaling/scaling-data-volume/vertical-scaling Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-scaling/scaling-qps Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-scaling/scaling-query-volume Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-search-quality Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-search-quality/diagnosis Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-search-quality/search-strategies Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-search-quality/search-strategies/hybrid-search Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-search-quality/search-strategies/hybrid-search/combining-searches Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-search-quality/search-strategies/hybrid-search/search-types Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-search-quality/search-strategies/relevance-feedback Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
qdrant/skills/skills/qdrant-version-upgrade Skill
209★ repoAgent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
secondsky/claude-skills/plugins/cloudflare-vectorize/skills/cloudflare-vectorize Skill
195★ repoProduction-ready skills for Claude Code CLI - Cloudflare, React, Tailwind v4, and AI integrations
PramodDutta/qaskills/seed-skills/ragas-rag-evaluation Skill
186★ repoQA Skills Directory QA Skills is a curated directory of testing-specific skills for AI coding agents (Claude Code, Cursor, Copilot, etc.).
PramodDutta/qaskills/seed-skills/rag-evaluation-metrics Skill
186★ repoQA Skills Directory QA Skills is a curated directory of testing-specific skills for AI coding agents (Claude Code, Cursor, Copilot, etc.).
PramodDutta/qaskills/seed-skills/rag-regression-testing Skill
186★ repoQA Skills Directory QA Skills is a curated directory of testing-specific skills for AI coding agents (Claude Code, Cursor, Copilot, etc.).
karaage0703/ai-assistant-workspace/skills/xs-workspace-rag Skill
137★ repoBioTender-max/awesome-bio-agent-skills/skills/clawbio/scrna-embedding Skill
no license127★ repoA curated collection of AI agent skills for biomedical research, covering genomics, proteomics, single-cell analysis, clinical AI, and protein design.
OmidZamani/dspy-skills/skills/dspy-embedding-retrieval Skill
118★ repoCollection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically
OmidZamani/dspy-skills/skills/dspy-rag-pipeline Skill
118★ repoCollection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically
BingoWon/apple-rag-mcp/com.apple-rag/mcp-server MCP server
116★ repoApple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients
neo4j-contrib/neo4j-skills/neo4j-document-import-skill Skill
98★ repoNeo4j Skills for Coding and other Agents including Cypher
neo4j-contrib/neo4j-skills/neo4j-graphrag-skill Skill
98★ repoNeo4j Skills for Coding and other Agents including Cypher
aisa-group/skill-inject/data/skills/rag-implementation Skill
88★ repoSkill-Inject: Measuring Agent Vulnerability to Skill File Attacks
mturac/everything-openai-codex/skills/recsys-pipeline-architect Skill
82★ repoEOC: open-source operating system for OpenAI Codex workflows with agents, skills, hooks, rules, memory, safety gates, and cross-harness adapters.
Tibsfox/gsd-skill-creator/project-claude/skills/memory-hubness-gate Skill
no license69★ repoIntroduces a comprehensive agent-based framework for guided software development (GSD)
tranhieutt/software_development_department/.claude/skills/rag-engineer Skill
69★ repoSoftware Development Department
tranhieutt/software_development_department/.claude/skills/vector-database-engineer Skill
69★ repoSoftware Development Department
DevelopersGlobal/ai-agent-skills/skills/rag-and-memory Skill
64★ repoAI agent skills for production grade applications
ComeOnOliver/skillshub/skills/aiskillstore/marketplace/abdulsamad94/rag-pipeline Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/aiskillstore/marketplace/activeinferenceinstitute/surrealdb-python Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/aiskillstore/marketplace/asmayaseen/building-rag-systems Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
Agentdb semantic vector search
ComeOnOliver/skillshub/skills/aiskillstore/marketplace/dnyoussef/agentdb-semantic-vector-search Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.