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  1. Home
  2. /Repositories
  3. /VectifyAI/PageIndex
Read original β†—
repoGitHubTrust 82 Β· PrimaryPublished 1mo agoLive Β· yesterday

VectifyAI/PageIndex

πŸ“‘ PageIndex: Document Index for Vectorless, Reasoning-based RAG

Lineage graph

Paper β†’ model β†’ repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it β€” so bad links are debuggable.

  • PossiblePossibly related (embedding) Β· 47%Set up a retrieval pipeline β†’
  • FuzzySimilar title/name (fuzzy) Β· 59%Which Tokens Matter? Adaptive Token Selection for RLVR with the Relative Surprisal Index β†’

    β€œFuzzy title match (0.73): β€œWhich Tokens Matter? Adaptive Token Selection for RLVR with ” β‰ˆ β€œVectifyAI/PageIndex””

  • FuzzySimilar title/name (fuzzy) Β· 59%The Maskability Index: Predicting Task-Objective Alignment in Pretrained Language Models β†’

    β€œFuzzy title match (0.73): β€œThe Maskability Index: Predicting Task-Objective Alignment i” β‰ˆ β€œVectifyAI/PageIndex””

  • LinkedLinked via github contributor Β· 85%rejojer β†’

    β€œ199 commits”

  • LinkedLinked via github contributor Β· 85%zmtomorrow β†’

    β€œ67 commits”

  • LinkedLinked via github contributor Β· 85%BukeLy β†’

    β€œ17 commits”

  • LinkedLinked via github contributor Β· 85%KylinMountain β†’

    β€œ3 commits”

  • LinkedLinked via github contributor Β· 85%dependabot[bot] β†’

    β€œ3 commits”

Related to

tutorialSet up a retrieval pipeline

Implements

paperWhich Tokens Matter? Adaptive Token Selection for RLVR with the Relative Surprisal IndexpaperThe Maskability Index: Predicting Task-Objective Alignment in Pretrained Language Models

contributed_to (incoming)

personrejojerpersonzmtomorrowpersonBukeLypersonKylinMountainpersondependabot[bot]personCopilotpersonluojiyin1987personclarenceluo78personmooncospersonmatiasinsaurraldepersonMouli04personsaccharin98

Covers (incoming)

newsLlamaIndex β€˜legal-kb’: Agentic Retrieval over Index v2 with retrieve, find, read, and grep Tools - MarkTechPost

Related across the graph

personsaccharin98paperWhich Tokens Matter? Adaptive Token Selection for RLVR with the Relative Surprisal IndexpersonMouli04personKylinMountainpersonmooncospersonluojiyin1987persondependabot[bot]personclarenceluo78personCopilotpersonzmtomorrowpersonmatiasinsaurraldepersonBukeLynewsLlamaIndex β€˜legal-kb’: Agentic Retrieval over Index v2 with retrieve, find, read, and grep Tools - MarkTechPosttutorialSet up a retrieval pipelinepaperThe Maskability Index: Predicting Task-Objective Alignment in Pretrained Language Modelspersonrejojer
Knowledge path··saccharin98→PWhich Tokens Matter? Adaptive Token Selection for RLVR with the Relative Surprisal Index→·Mouli04→RVectifyAI/PageIndex

Topics

agentic-aiagentsaiai-agentscontext-engineeringinformation-retrievalllmragreasoningretrieval

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