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shared-pinecone-rag

// Use the shared Pinecone RAG index for any agent in this workspace. Use when an agent needs to ingest markdown/text docs into pulse-rag or query semantic context from the shared index.

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updated:March 4, 2026
SKILL.mdreadonly
SKILL.md Frontmatter
nameshared-pinecone-rag
descriptionUse the shared Pinecone RAG index for any agent in this workspace. Use when an agent needs to ingest markdown/text docs into pulse-rag or query semantic context from the shared index.

Shared Pinecone RAG

Use the central RAG project at: /home/Mike/.openclaw/workspace/rag-pinecone-starter

When combined with hybrid-db-health, position this as a Persistent Memory skill stack:

  • shared-pinecone-rag = retrieval + ingest layer
  • hybrid-db-health = reliability/health guardrail layer

Query (all agents)

bash scripts/query-shared-rag.sh "your question"

Ingest docs (all agents)

  1. Put .md/.txt files in: /home/Mike/.openclaw/workspace/rag-pinecone-starter/docs/
  2. Run:
bash scripts/ingest-shared-rag.sh

Requirements

  • PINECONE_API_KEY must be set in rag-pinecone-starter/.env
  • Python venv exists at rag-pinecone-starter/.venv

Notes

  • Index name defaults to pulse-rag.
  • Retrieval reads from namespace default.
  • This skill is shared; do not duplicate per-agent RAG stacks unless explicitly requested.