rag_status

Retrieve RAG database statistics including document counts and ingestion progress.

Updated Aug 27, 2026

Search Tags:#monitoring #rag #ingestion #statistics #status #health

Ready to run

npx skills add https://github.com/MichaelYagi/mcp_a2a --skill rag-status

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: rag_status
Source: https://github.com/MichaelYagi/mcp_a2a/tree/main/servers/rag/skills/rag_status
Command: npx skills add https://github.com/MichaelYagi/mcp_a2a --skill rag-status

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides quick visibility into the RAG database, enabling teams to monitor document counts, word totals, unique sources, and ingestion progress at a glance.

Core Features & Use Cases

Health overview: summarize key metrics like document counts, word totals, and ingestion progress for dashboards and alerts.
Status summaries: generate concise health summaries suitable for reports or monitoring tools.
Use Case: After a data ingest batch, run rag_status to verify that new items are counted and the overall health is up to date.

Quick Start

Use rag_status to fetch the latest RAG health metrics for your environment.

Frequently Asked Questions about rag_status

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I check RAG database ingestion progress and document counts?▼

Check RAG database ingestion progress by retrieving high-level statistics including document counts, word totals, unique sources, and ingestion progress to verify data batches are counted.

What metrics are included in a RAG health snapshot for operational monitoring?▼

A RAG health snapshot includes document counts, word totals, unique sources, and ingestion progress metrics suitable for operational monitoring, health checks, and dashboards across ML deployment pipelines.

How do I verify data ingestion batches in my RAG workflow?▼

Verify data ingestion batches in your RAG workflow by running a status check after the batch completes, ensuring new items are counted and overall database health is up to date.

Can I generate health status summaries for RAG data dashboards?▼

Yes, you can generate concise RAG health status summaries for dashboards and alerts by querying metrics like document counts and ingestion progress to monitor data pipeline operations.

Does monitoring RAG database statistics require any external dependencies?▼

No, monitoring RAG database statistics requires no external dependencies, utilizing a built-in tool to query metrics and present results in a concise operational report.