$npx skillfedfor your agent

llama-index-readers-llama-parse

llama-index readers llama-parse integration

SkipPyPI Text ProcessingReleased Mar 20269.2M downloads / moMITPure Python

Decision gist · record as of 2026-08-14

pure-Python wheel — llama_index_readers_llama_parse-0.6.1-py3-none-any.whl
v0.6.1 · released 2026-03-25 · Python <4.0,>=3.10 · 2 runtime deps: llama-index-core, llama-parse

No. The package is explicitly deprecated and no longer maintained; the description directs users to migrate to llama-cloud instead. While it has low install friction and no known vulnerabilities, installing a deprecated package for new projects introduces maintenance risk and locks you into an unsupported codebase. Use llama-cloud for new work.AI-flagged interpretation of the facts on this page — verify before relying

Before you install

  • Requires a valid LlamaParse API key from https://cloud.llamaindex.ai and Python 3.10 or later.
  • Low install friction with two straightforward runtime dependencies.
  • The package is marked active with a recent release (142 days old), though the description explicitly states it has been deprecated in favor of llama-cloud.

License · maintenance · safety

MIT (permissive) — MIT license permits use in commercial and private projects with minimal restrictions, requiring only license and copyright notice retention.

last release 2026-03-25 (142 days)

0 known vulnerabilities (OSV.dev, 2026-08-14) · 9,186,515 downloads/mo, #1,556 on PyPI

Verify before relying

pip install llama-index-readers-llama-parse

from llama_parse import LlamaParse

parser = LlamaParse(api_key="llx-...", result_type="markdown")
documents = parser.load_data("./my_file.pdf")
  • Whether the deprecation notice means the package will stop receiving security updates or bug fixes
  • Current API availability and whether the free tier mentioned in the description remains available
  • Compatibility guarantees with future versions of llama-index-core and llama-parse
Same gist for agents: .md · .json

What it is and what it does

This package integrates LlamaParse, a document parsing API by LlamaIndex, into Python workflows to convert PDF files into structured markdown or text. It wraps the llama-parse API client and provides both synchronous and asynchronous methods to load and parse single or batch PDF files, returning LlamaIndex-compatible document objects suitable for retrieval-augmented generation (RAG) systems.

The package is designed to work seamlessly with LlamaIndex's SimpleDirectoryReader, allowing you to specify it as the default PDF handler when loading directories of documents. However, the package description explicitly states it is deprecated and directs users to migrate to the llama-cloud package instead, meaning it is no longer actively maintained and should be considered end-of-life for new projects.

Use it for

  • Parse PDF documents into markdown for ingestion into LlamaIndex RAG pipelines
  • Batch-process multiple PDFs asynchronously to extract structured content for semantic search
  • Integrate PDF parsing as the default file handler in LlamaIndex's SimpleDirectoryReader for directory-based document loading
  • Convert PDFs to text format for downstream NLP or information extraction tasks within LlamaIndex workflows

Worth the install?

AI-flagged interpretation of the facts on this page. Verify before relying on it.

Skip

No.

The package is explicitly deprecated and no longer maintained; the description directs users to migrate to llama-cloud instead. While it has low install friction and no known vulnerabilities, installing a deprecated package for new projects introduces maintenance risk and locks you into an unsupported codebase. Use llama-cloud for new work.

Install

llama-index-readers-llama-parse on PyPI

Before you install

Low install friction with two straightforward runtime dependencies. The package is marked active with a recent release (142 days old), though the description explicitly states it has been deprecated in favor of llama-cloud.

Requires a valid LlamaParse API key from https://cloud.llamaindex.ai and Python 3.10 or later.

License in practice

MIT license permits use in commercial and private projects with minimal restrictions, requiring only license and copyright notice retention.

Quickstart

pip install llama-index-readers-llama-parse

from llama_parse import LlamaParse

parser = LlamaParse(api_key="llx-...", result_type="markdown")
documents = parser.load_data("./my_file.pdf")

Verify before relying

  • Whether the deprecation notice means the package will stop receiving security updates or bug fixes
  • Current API availability and whether the free tier mentioned in the description remains available
  • Compatibility guarantees with future versions of llama-index-core and llama-parse

Package facts

LicenseMIT permissive
Python supportSupports the current Python release <4.0,>=3.10
Install frictionLow. Pure-Python wheel
Runtime dependencies
2 packages
llama-index-corellama-parse
MaintenanceActively maintained 142 days since the last release
First released
Downloads9,186,515 / month, #1,556 on PyPI 30-day window, as of 2026-08-14
Known vulnerabilitiesNone known OSV.dev, checked 2026-08-14

Evidence: llama_index_readers_llama_parse-0.6.1-py3-none-any.whl

Tags

Capabilities
PDF parsing for RAGdocument parsing LlamaIndexPDF to markdown converterLlamaIndex file extractionstructured document parsingPDF content extractionLlamaIndex PDF reader
Topics
deprecatedpdf-parsingrag
PyPI keywords
PDFllamallama-parseparse

Let your AI agent find packages like this

Example. Real query, live index.

You found this page by searching. An agent finds it by wishing: SkillFed indexes 14,416 PyPI packages by what they can do, searchable in plain language.

wish › “PDF parsing for RAG”

  • llama-index-readers-llama-parseParses PDF files into structured markdown or text format for use with…
  • liteparseLiteParse provides Python bindings for fast, lightweight PDF and…
  • pymupdf4llmConverts PDFs and documents into clean, structured Markdown, JSON, or…

Give your agent the search over MCP, or paste the wish link into any chat.

More Text Processing packages

regex Worth it
PyPI · Python Modules · released Jul 2026

A drop-in replacement for Python's standard `re` module that adds advanced regex features like nested sets, fuzzy matching, lookaround in conditionals, and full Unicode case-folding while maintaining backward compatibility.

Apache-2.0 AND CNRI-Pythoncompiled wheel · 3.10+
437.7Mdownloads / mo
pyparsing Worth it
PyPI · Text Processing · released Jan 2026

pyparsing provides a library for building text parsers directly in Python code using composable grammar classes, handling quoted strings, whitespace variation, and embedded comments without regex or lex/yacc.

Install it if you need to parse text or define grammars programmatically.

MITpure Python · 3.9+
412.7Mdownloads / mo
fonttools Worth it
PyPI · Text Processing · released May 2026

fonttools manipulates font files in multiple formats (TrueType, OpenType, AFM, Type 1, Mac-specific) and includes TTX, a tool to convert fonts to and from XML text format.

Install it if you need to read, write, or manipulate fonts programmatically or via the TTX command-line tool.

permissive licensepure Python · 3.10+
235.9Mdownloads / mo
docutils With conditions
PyPI · Software Development · released May 2026

Docutils converts plaintext documentation in reStructuredText format into multiple output formats including HTML, XML, and LaTeX using a modular processing system.

BSD-3-Clausepure Python · 3.9+
225.6Mdownloads / mo
RapidFuzz Worth it
PyPI · Text Processing · released Apr 2026

RapidFuzz provides fast fuzzy string matching using Levenshtein Distance and related metrics, implemented mostly in C++ with Python bindings for rapid similarity scoring and approximate string matching.

Install it if you need fuzzy string matching; it's a solid replacement for FuzzyWuzzy with better licensing and performance.

MITcompiled wheel · 3.10+
184.2Mdownloads / mo
tinycss2 Worth it
PyPI · Text Processing · released Nov 2025

tinycss2 parses CSS strings into token and block objects, and generates CSS strings from those objects, following the CSS Syntax Level 3 specification without enforcing specific properties or values.

Install it if your project requires CSS tokenization or syntax manipulation.

BSD-3-Clausepure Python · 3.10+
113.2Mdownloads / mo

See also llama-index-readers-file · llama-parse · llama-index-readers-confluence · llama-index · llama-cloud-services · llama-cloud · llama-index-indices-managed-llama-cloud · llama-index-legacy · llama-index-vector-stores-chroma · llama-index-core