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📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
34K starsJul 18, 2026 pushrag-knowledgePythonVector Search
$ npx skills add VectifyAI/PageIndexAlternatives
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Open source AI agent for e-commerce
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
$ npx skills add VectifyAI/PageIndex[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
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$ npx skills add meilisearch/meilisearchThis repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
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$ npx skills add dgraph-io/dgraphTantivy is a full-text search engine library inspired by Apache Lucene and written in Rust
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$ npx skills add 666ghj/MiroFishHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Enthusiast if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.