fablers-agentic-rag

Plugin fablers-agentic-rag from marketplace rag in flashwade03/fablers-rag. Commands read from the repo's manifest — 1 month ago.

Skills (1)

• ask

  Agentic RAG pipeline that answers questions about indexed documents using query analysis, hybrid retrieval, evaluation with CRAG validation, and answer synthesis. Triggers: ask question, search document, answer from book, agentic RAG.

Slash commands (3)

• /fablers-agentic-rag:ask

  Ask a question about your indexed document using the agentic RAG pipeline.

• /fablers-agentic-rag:ingest

  Ingest a document (PDF, TXT, or Markdown) into the RAG index.

• /fablers-agentic-rag:search

  Run a direct hybrid search against the RAG index and return raw results.

Subagents (3)

• answer-synthesizer

  Synthesizes a final answer from validated passages with proper source citations. Use this agent to generate the final user-facing response. <example> Context: Evaluator returned SUFFICIENT with top 5 passages user: "Generate a cited answer from these validated passages." assistant: "I'll use the ans

• evaluator

  Evaluates retrieved passages by reranking for relevance and performing CRAG validation. Use this agent to score, select top passages, and determine if retrieval results are sufficient to answer the question. <example> Context: search.py returned 20 passages for a complex question user: "Evaluate the

• query-analyst

  Analyzes user queries and generates optimized search queries for the RAG retrieval pipeline. Use this agent when you need to decompose, clarify, or rewrite a user question into effective search queries. <example> Context: User asks a complex multi-part question via /ask user: "/ask How does the elem

Hooks (1)

• SessionStart

  ${CLAUDE_PLUGIN_ROOT}/scripts/session-start.sh

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