# LlamaIndex Agent

> Builds RAG and agent applications with LlamaIndex, covering installation, LlamaParse, and LlamaAgents.

- Skill: `agentskillexchange/llamaindex-agent` (Agent Skill)
- Install (CLI): `npx skillmds add agentskillexchange/llamaindex-agent`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/llamaindex-agent/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML, Agent Building, RAG & Embeddings
- Tags: Huggingface, Llamaagents, Llamaindex, Llamaparse, Ollama, Openai, Python, Rag
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-08-22
- Page: https://skillmd.com/skills/agentskillexchange/llamaindex-agent

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# LlamaIndex Agent



## Prerequisites

Python

## Installation

Use the upstream install or setup path that matches your environment:
- pip install llama-index-core
- pip install llama-index-llms-openai
- pip install llama-index-llms-ollama
- pip install llama-index-embeddings-huggingface

Requirements and caveats from upstream:
- [LlamaParse](https://developers.llamaindex.ai/python/cloud/llamaparse/?utm_medium=li_github&utm_source=github&utm_campaign=2026--)
- [LlamaIndex OSS](https://developers.llamaindex.ai/python/framework/?utm_medium=li_github&utm_source=github&utm_campaign=2026--)
- [LlamaAgents](https://developers.llamaindex.ai/python/llamaagents/overview/?utm_medium=li_github&utm_source=github&utm_campaign=2026--)

Basic usage or getting-started notes:
- [![Build](https://github.com/run-llama/llama_index/actions/workflows/build_package.yml/badge.svg)](https://github.com/run-llama/llama_index/actions/workflows/build_package.yml)
- # concrete example
- ## 💻 Example Usage

- Source: https://github.com/run-llama/llama_index
- Extracted from upstream docs: https://raw.githubusercontent.com/run-llama/llama_index/HEAD/README.md

## Documentation

- https://docs.llamaindex.ai/

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/llamaindex-agent/)