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agents-llamaindex — Claude Code skill: what it does, how to install

Equips Claude Code with patterns for building RAG systems and data agents using LlamaIndex.

Install into Claude Code · claude-code-templates All methods and platforms ↓ 
npx claude-code-templates@latest --skill ai-research/agents-llamaindex
Open on GitHub

What agents-llamaindex does

This skill guides Claude Code through LlamaIndex workflows. It covers ingesting data from directories or GitHub repositories and structuring content into vector indices. Indices can be saved directly to disk.

The patterns detail streaming query engines and metadata filters. Document search engines become agent tools. This happens via FunctionAgent and QueryEngineTool integrations.

Your setup requires llama-index, openai, and anthropic. Install them beforehand with pip. Without them, the generated Python scripts will break at runtime.

What it helps with

  • build retrieval-augmented generation pipelines over private data
  • ingest documents from local directories or GitHub repositories
  • persist and reload vector indices from storage
  • attach document query engines as agent tools

Example prompts for the agent

  • Configure a VectorStoreIndex using SimpleDirectoryReader and set up a streaming query engine.
  • Create a FunctionAgent in LlamaIndex that combines a QueryEngineTool with custom Python functions.
  • Show how to ingest a GitHub repository with GithubRepositoryReader and apply metadata filters.

How to install agents-llamaindex

1claude-code-templates

npx claude-code-templates@latest --skill ai-research/agents-llamaindex

2Skills CLI (Vercel)

npx skills add davila7/claude-code-templates --skill agents-llamaindex -a claude-code

3Manually: put the files in place

~/.claude/skills/agents-llamaindex/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/agents-llamaindex/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about agents-llamaindex

How do I install agents-llamaindex in Claude Code?

Run npx claude-code-templates@latest --skill ai-research/agents-llamaindex or execute npx skills add davila7/claude-code-templates --skill agents-llamaindex -a claude-code. You can also place the skill file directly into ~/.claude/skills/agents-llamaindex/SKILL.md.

What does the agents-llamaindex skill do?

It gives Claude Code architectural blueprints and code examples for data ingestion, indexing, and agent orchestration with LlamaIndex.

What dependencies are required?

Running the resulting Python scripts requires llama-index, openai, and anthropic packages installed in your environment.

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