---
id: "b631"
language: "en"
library: "tools"
official_url: "https://developers.llamaindex.ai/python/framework/"
profile_updated_on: "2026-10-23"
---

# LlamaIndex Framework

Connect documents, databases and APIs to language models for retrieval Q&A, structured extraction and data agents.

- Company / organization: LlamaIndex Inc.
- Company country / region: United States · Published company address
- Category: Agent development platforms
- Official website: [https://developers.llamaindex.ai/python/framework/](https://developers.llamaindex.ai/python/framework/)
- Profile updated: 2026-10-23


## Overview

LlamaIndex Framework is an open-source toolkit for language-model applications over private or domain data. Connectors load documents, databases and APIs; configured chunking, indexing, vector stores and retrieval supply relevant context for answers. Query engines can also become agent tools in event-driven workflows. The framework is distinct from the commercial LlamaParse document service: they can work together, but installing the framework does not provide cloud parsing access.

## Official sources and references

- [Official website](https://developers.llamaindex.ai/python/framework/)

## Reading & subscriptions

- [Interactive profile](../../../products/llamaindex-framework--b631.html)
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Descriptions summarize public information; consult official websites for features, pricing and regional availability.