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rag

Build a RAG (Retrieval-Augmented Generation) pipeline — chunk data, embed, store in vector DB, query at inference, inject into system prompt.

Skill by phucbm

IndexedLicense unknown★ 2
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/phucbm-rag

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Build a RAG (Retrieval-Augmented Generation) pipeline — chunk data, embed, store in vector DB, query at inference, inject into system prompt. Use when adding a custom knowledge base to an AI chatbot.

Use cases: data, ml, agent-building

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/rag

Tools it pre-approves 4

From allowed-tools in SKILL.md: the agent may use these without asking you each time.

  • Bash
  • Read
  • Write
  • Edit

What's inside

Skill name
rag
Description
Build a RAG (Retrieval-Augmented Generation) pipeline — chunk data, embed, store in vector DB, query at inference, inject into system prompt. Use when adding a custom knowledge base to an AI chatbot.
License
unknown
Allowed tools
Bash, Read, Write, Edit
Instructions
101 lines in SKILL.md · view on GitHub

Before installing

  • Pre-approves any shell command

Agent Skills spec issues

  • files: referenced but missing: scripts/ingest.ts

Files (1)

  • SKILL.md

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

More from phucbm/skills

Signals

Stars
2
Forks
0
Open issues
0
Last commit (this folder)
Jun 29, 2026 (4 months ago)
Last release
Jun 30, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
License unknown
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from phucbm

Cite this page

rag skill. Agent Mart. https://agentmart.dev/skills/phucbm-rag (last updated 2026-10-24)