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LlamaIndex

LlamaIndex

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Data framework for ingesting, structuring, and accessing private data for LLM applications and RAG.

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LlamaIndex provides data connectors (LlamaHub) for 160+ formats (PDFs, Notion, Slack, SQL), data indexes, query engines, and evaluation tools to ground LLMs on enterprise data.

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In-Depth Analysis & Guides for LlamaIndex

Editorial deep-dives, architectural breakdowns, and tutorials featuring LlamaIndex.

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Developer EcosystemOct 18, 2024

LLM Evaluation Frameworks: Automating Faithfulness, Answer Relevance, and Context Recall with Ragas

An architectural guide to automated evaluation for generative AI and RAG applications: using Ragas, DeepEval, and LLM-as-a-Judge methodologies to quantify Faithfulness, Answer Relevance, Context Recall, and Context Precision in continuous integration pipelines.

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