Skills and MCP tagged “rag”

agent-platform-rag-engine-management official google skill Use this skill to inspect Agent Platform RAG Engine corpora, find their files, retrieve context, and draft grounded answers. It fits workflows built around RAG Engine in Google Cloud. Claude Code Gemini CLI CX Codex 8,626installs google-cloud-solution-rag-enterprise-search-gke-sqldb official google skill This skill designs a RAG enterprise search system in Google Cloud. Use it when AlloyDB, GKE, an open model, and a SQL vector store are part of the target setup. Claude Code Gemini CLI CX Codex 5,000installs deepeval Confident AI skill DeepEval skill sets up evaluation loops for AI agents and RAG systems. It creates pytest suites, generates golden datasets, and catches regressions. Claude Code CX Codex Cursor +1 2,800installs rag-implementation Seth Hobson skill This skill helps build RAG systems with vector search and LLM answers grounded in external documents. Use it for document Q&A and knowledge assistants. Claude Code CX Codex Cursor 13,906installs embedding-strategies Seth Hobson skill This skill helps choose embedding models, tune chunking, and assess quality for semantic search and RAG projects. Claude Code CX Codex Cursor 11,391installs hybrid-search-implementation Seth Hobson skill This skill combines vector and keyword search into one retrieval flow. Use it for RAG systems and search engines when one method misses important matches. Claude Code CX Codex Cursor 10,800installs similarity-search-patterns Seth Hobson skill This skill helps build similarity search with vector databases for semantic search, RAG retrieval, nearest-neighbor queries, and hybrid search. Claude Code CX Codex Cursor 10,700installs ai-engineer Seth Hobson subagent This subagent designs LLM applications, RAG systems, and AI agents. Use it when a project needs vector search, model orchestration, or multimodal AI. Claude Code CX Codex Cursor 7,687installs recsys-pipeline-architect Seth Hobson skill Designs six-stage recommendation, ranking, and feed pipelines. Use it when a system must choose the top K items for a user and context. Claude Code CX Codex Cursor 4,200installs phoenix-evals official [email protected] skill Build and run evaluators for AI and LLM applications with Phoenix. Use it to investigate failures, evaluate RAG systems, and check model output. GitHub Copilot 1,000installs finetuning-method-selection Seth Hobson skill This skill decides whether fine-tuning is needed and routes the task to a method based on its data and goal. Use it before a training run. Claude Code CX Codex Cursor 2,600installs engineering-advanced-skills Alireza Rezvani skill An index of 37 engineering skills for architecture, automation, reliability, and platform work. Use it when a project needs task-specific engineering workflows. Claude Code 2,019installs senior-prompt-engineer Alireza Rezvani skill Tests prompts against baselines, measures RAG retrieval metrics, and validates agent configs using three Python stdlib tools. Useful for disciplined prompt iteration without guess-driven edits. Claude Code 970installs llm-architect VoltAgent Community subagent Designs production LLM architectures: covers RAG, LoRA fine-tuning, inference serving with vLLM, and multi-model routing. Essential when managing token budgets and latency targets. Claude Code 649installs senior-ml-engineer Alireza Rezvani skill Production ML engineering guidelines for model deployment, MLOps pipelines, and LLM integrations. Helps roll out canary releases, monitor drift, and configure RAG setups. Claude Code 915installs rag-architect Alireza Rezvani skill Design a RAG pipeline around your documents, then measure retrieval quality. Use it to explore chunking strategies, embeddings, or vector databases. Claude Code 629installs mini-context-graph official github skill Builds a knowledge base from documents, with wiki pages, a graph of entities and relations, and source text for evidence. Use it when answers should draw on material collected over time. GitHub Copilot 72installs pinecone-rag official github skill This skill guides Pinecone-based RAG pipelines and persistent agent memory. Use it for semantic document search, hybrid retrieval, or context shared across sessions. GitHub Copilot 24installs memory-engineering Alireza Rezvani skill This skill designs and audits agent memory, prices the write path, and enforces forgetting rules. Use it when a CLAUDE.md or memory store keeps growing. Claude Code 29installs