Llamaparse Agent Skills

LlamaParse Skills

Unblock document intelligence for your agents with LlamaParse skills.

Available Skills

llamaparse

Skill for unstructured documents parsing and text-extraction leveraging LlamaParse.

Use with:

• PDFs, presentations, Word documents, spreadsheets, images
• Complex documents which need advanced parsing capabilties in order to get their content extracted
• Documents with images, charts and tables
• In general, whenever the agent needs to have access to a deeper layer than just raw text extraction

Pre-requisites

• A LLAMA_CLOUD_API_KEY available within the environment
• Node 18+ and npm (or another package manager)
• (Optional) @llamaindex/llama-cloud@latest typescript package installed in the current Node environment

liteparse

Skill for local-first, fast document parsing, conversion and spatial text extraction.

Use with:

• PDFs (main target), Office documents and images (require extra dependencies)
• Text-dense documents with tables and images
• In general, whenever the agent needs a quick and not-100%-accurate way to extract content from unstructured documents

Pre-requisites

• Node 18+ and npm (or another package manager)
• @llamaindex/liteparse globally installed (npm install -g @llamaindex/liteparse)
• (Optional) Libreoffice for Office documents support
• (Optional) Imagemagick for images support

llamacloud-index

Skill for agentic retrieval over LlamaCloud Index v2, the managed knowledge base of the LlamaParse Platform, through the platform REST API with curl.

Use with:

• Questions that should be answered from documents stored in an Index v2 knowledge base
• Agentic retrieval workflows: discover indexes, locate files, grep indexed content, and retrieve passages with hybrid (sparse + dense) search
• In general, whenever the agent should navigate an index like a file system instead of doing one-shot RAG

Pre-requisites

• A LLAMA_CLOUD_API_KEY available within the environment
• curl (and, recommended, jq)
• An existing Index v2 index

Installation

With the skills CLI:

npx skills add run-llama/llamaparse-agent-skills

Or, if you wish to download only one skill:

npx skills add run-llama/llamaparse-agent-skills --skill llamaparse # or the name of another skill

You can also download the skills folder in .zip format from GitHub Releases.

License

MIT