core
claudeCore tools: pilot (main controller), embedding, chunking, indexing, rerank, ray, local-setup
7 skills
3
claude
rag-toolkit
RAG solutions: basic RAG, rerank, agentic, multi-hop
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Plugin rag-toolkit from marketplace milvus-marketplace in zilliztech/milvus-marketplace. Commands read from the repo's manifest — 1 month ago.
What it installs
Skills (4)
agentic-ragUse when user needs an autonomous RAG agent that decides when and what to retrieve dynamically. Triggers on: agentic RAG, agent, autonomous retrieval, tool use, function calling, research agent, conversational RAG, dynamic retrieval, self-directed search, RAG with tools, intelligent assistant, adapt
multi-hop-ragUse when user needs multi-step reasoning with iterative retrieval for complex questions. Triggers on: multi-hop, multi-step RAG, complex questions, chain of retrieval, iterative retrieval, complex reasoning, cross-document reasoning, question decomposition, research questions, fact synthesis, connec
rag-with-rerankUse when user needs high-precision RAG with reranking for domains where accuracy is critical. Triggers on: rag rerank, precise RAG, cross-encoder, reranking RAG, legal QA, medical QA, high-precision QA, two-stage retrieval, semantic reranking, improve RAG accuracy, relevance scoring, document rankin
ragUse when user wants to build RAG, Q&A system, or knowledge base with documents. Triggers on: RAG, retrieval augmented generation, Q&A system, knowledge base, document Q&A, chat with docs, ChatGPT for docs, LLM + retrieval, semantic search over documents, ground LLM with facts, reduce hallucination,
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