RAG & retrieval
914 rows, by stacks then stars
calypso-so/calypso-mcp-server/io.github.calypso-so/multimodal-rag-mcp-server MCP server
2★ repoCalypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.
FluxonLab/Skillry/community/wshobson-agents/skills/embedding-strategies Skill
no license2★ repoInstallable, permission-bounded, multi-platform agent skills & subagents for Claude Code, Codex, Copilot & Gemini/Antigravity — 125 skills + 73 subagents across 18 departments, with a validation harness, native plugin marketplace, and full upstream attribution. by FluxonLab.
FluxonLab/Skillry/community/wshobson-agents/skills/rag-implementation Skill
no license2★ repoInstallable, permission-bounded, multi-platform agent skills & subagents for Claude Code, Codex, Copilot & Gemini/Antigravity — 125 skills + 73 subagents across 18 departments, with a validation harness, native plugin marketplace, and full upstream attribution. by FluxonLab.
FluxonLab/Skillry/plugins/ai-and-agent-systems/skills/43-rag-vector-search-review Skill
no license2★ repoInstallable, permission-bounded, multi-platform agent skills & subagents for Claude Code, Codex, Copilot & Gemini/Antigravity — 125 skills + 73 subagents across 18 departments, with a validation harness, native plugin marketplace, and full upstream attribution. by FluxonLab.
ForgeyClap/claude-forge/.claude/skills/forge-rag Skill
18 days old2★ repoZero-dependency multi-agent build, automation and review system for Claude Code. 18 agents, 23 skills, a live per-project dashboard, and a /setup-forge onboarding wizard. One command: /forge.
ForgeyClap/claude-forge/plugins/forge/skills/forge-rag Skill
18 days old2★ repoZero-dependency multi-agent build, automation and review system for Claude Code. 18 agents, 23 skills, a live per-project dashboard, and a /setup-forge onboarding wizard. One command: /forge.
furkangonel/cowrangler/bundled_skills/mlops/vector-databases Skill
2★ repoAutonomous terminal AI agent for workflows and feasible project procedures. Co-Worker Co-Wrangler 🐙
iuliandita/skills/skills/ai-ml Skill
2★ repo46 skills for DevOps, security, infra, and software engineering, maintained with lint/spec checks, behavioral test coverage, and a Karpathy-style autoresearch loop.
Knowledge retrieval pipeline review
jukrap/ai-agent-playbook/skills/data/knowledge-retrieval-pipeline-review Skill
2★ repoReusable AI agent skills, project templates, and guardrails for safer software maintenance and delivery.
Ldxs001/workbuddy-skills/skills/local-rag-builder Skill
2★ repo一个包含agent和skill的集合:RAG、技能审查、周报生成、项目管理、质量监控...及技术方案/内部设计文档
LiHongwei-cn/lihongwei-cn/mundo-cloud/skills/uncategorized/embedding-strategies Skill
2★ repoMUNDO - THE EMPEROR. Complete AI orchestration system with 1208 skills, 25 capability modules, self-evolving, collective consciousness. GitHub Actions 24/7 automation.
LiHongwei-cn/lihongwei-cn/mundo-cloud/skills/uncategorized/rag-implementation Skill
2★ repoMUNDO - THE EMPEROR. Complete AI orchestration system with 1208 skills, 25 capability modules, self-evolving, collective consciousness. GitHub Actions 24/7 automation.
MadewellRD/skills-lab/dist/skills/ai-engineering-command-desk/retrieval-rag-design-desk Skill
2★ repoVendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.
MadewellRD/skills-lab/dist/vendor/anthropic/ai-engineering-command-desk/retrieval-rag-design-desk Skill
2★ repoVendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.
MadewellRD/skills-lab/dist/vendor/google/ai-engineering-command-desk/retrieval-rag-design-desk Skill
2★ repoVendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.
MadewellRD/skills-lab/dist/vendor/openai/ai-engineering-command-desk/retrieval-rag-design-desk Skill
2★ repoVendor-agnostic agent skill suites for the software lifecycle, web, AI engineering, product, sales, and mobile. Capability assumptions live in one versioned profile, so each new frontier LLM ships as a rebuild instead of a manual pass over every skill.
Marine-softdrink524/claude-skills/skills/rag-specialist Skill
no license2★ repoProvide and maintain a community-driven collection of standardized Agent Skills for Claude AI using the SKILL.md format
openapi/openapi-skills/skills/openapi-utilities Skill
2★ repo🧠 A powerful collection of agent skills to interact with the @Openapi® API marketplace — company data, official documents, KYC/risk, e-signatures, invoicing, SMS, PEC, and more
OpenSIN-AI/OpenSIN-Skills/engineering/rag-architect Skill
no license2★ repoThe world's largest open-source AI agent skill library — 280+ skills across 9 knowledge domains + 46 operational actions. Built on alirezarezvani/claude-skills + OpenSIN-AI.
phucbm/skills/skills/ai/pinecone Skill
no license2★ repoClaude Plugin - Personal knowledge base for Claude Code — patterns and integrations across projects
phucbm/skills/skills/ai/rag Skill
no license2★ repoClaude Plugin - Personal knowledge base for Claude Code — patterns and integrations across projects
Agent platform rag engine management
Pyfagorass/bookofspells/skills/google/agent-platform-rag-engine-management Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/combining-searches Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/debugging Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/diagnosis Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/horizontal-scaling Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/hybrid-search Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/hybrid-search/combining-searches Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/hybrid-search/search-types Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Indexing performance optimization
Pyfagorass/bookofspells/skills/qdrant/indexing-performance-optimization Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/memory-usage-optimization Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/minimize-latency Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-clients-sdk Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-deployment-options Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-model-migration Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-monitoring Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-monitoring/debugging Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-monitoring/setup Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Qdrant performance optimization
Pyfagorass/bookofspells/skills/qdrant/qdrant-performance-optimization Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Indexing performance optimization
Pyfagorass/bookofspells/skills/qdrant/qdrant-performance-optimization/indexing-performance-optimization Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-performance-optimization/memory-usage-optimization Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-performance-optimization/search-speed-optimization Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/minimize-latency Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/scaling-data-volume Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/scaling-data-volume/horizontal-scaling Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/scaling-data-volume/sliding-time-window Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/scaling-data-volume/tenant-scaling Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/scaling-data-volume/vertical-scaling Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/scaling-qps Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-scaling/scaling-query-volume Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-search-quality Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-search-quality/diagnosis Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-search-quality/search-strategies Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-search-quality/search-strategies/hybrid-search/search-types Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-search-quality/search-strategies/hybrid-search/combining-searches Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-search-quality/search-strategies/hybrid-search Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-search-quality/search-strategies/relevance-feedback Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/qdrant-version-upgrade Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
Pyfagorass/bookofspells/skills/qdrant/relevance-feedback Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.