VectifyAI/PageIndex
pageindex
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
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VectifyAI
VectifyAI • individual
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Created
Apr 1, 2025
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README Summary
PageIndex is a document indexing system designed for vectorless, reasoning-based Retrieval-Augmented Generation (RAG) applications. It provides an alternative approach to traditional vector-based document retrieval by focusing on reasoning capabilities rather than embedding similarities.
AI Dev Skills
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Retrieval-Augmented GenerationDocument IndexingInformation RetrievalNatural Language ProcessingVector-free Document SearchReasoning-based Retrieval
Tags
Retrieval-Augmented GenerationDocument IndexingInformation RetrievalNatural Language ProcessingVector-free Document SearchReasoning-based RetrievalEnterprise Document DiscoveryHealthcareVector-free AI SystemsKnowledge Base SearchReasoning-based AIContent-based Information RetrievalCloudResearch and AcademiaResearch Document RetrievalOn-premiseTextSelf-hostedDocument Question AnsweringEnterprise Knowledge ManagementAlternative Retrieval MethodsLegal TechContent ManagementPython
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Updated 27 days ago
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prototype- Quality
- medium
- Maturity
- prototype
Categories
Dev Tools & AutomationPrimaryLearning ResourcesRAG & RetrievalEvals & BenchmarkingNLP & TextHealthcare & BiologyFinance & LegalEdge & Mobile AISearch & KnowledgeOther AI / ML
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Languages
Python100.0%
Timeline
- Project created
- Apr 1, 2025
- Forked
- Mar 14, 2026
- Your last push
- 27 days ago
- Upstream last push
- 7 days ago
- Tracked since
- Mar 17, 2026
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