Llamaindex
llamaindex.ai
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Overview
Introducing ExtractBench, the most comprehensive document extraction benchmark. Learn More We help developers automate document processing.
News
Markdown Comes to LiteParse
LlamaIndex is a simple, flexible framework for building knowledge assistants using LLMs connected to your enterprise data.
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grep vs. RAG: Choosing the Right Search Strategy for AI Agents
Lexical search with grep is fast and precise, but it breaks down at enterprise scale. Learn when to use grep, semantic search, or a hybrid RAG approach to build AI agents that can search any corpus, in any format, at any size.
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The scaffolding era is over. LlamaIndex says context is the new moat
LlamaIndex CEO Jerry Liu argues the framework era is over: agent loops are now capable enough that context quality is the real competitive edge.
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A 13-month-old LlamaIndex bug re-embeds unchanged content Sebastian Tirelli
A 13-month-old hashing default in LlamaIndex silently re-embeds byte-identical content. The bug fires on half the supported storage backends today; the…
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llamaindex/ParseBench Datasets at Hugging Face
We're on a journey to advance and democratize artificial intelligence through open source and open science.
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