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  1. Home
  2. /Repositories
  3. /manaskng/opp-lens
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repoGitHubTrust 82 · PrimaryPublished 3d agoLive · 15h ago

manaskng/opp-lens

Distributed scraping and semantic deduplication engine using Sentence Transformers and Atlas Vector Search

Lineage graph

Paper → model → 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 — so bad links are debuggable.

  • PossiblePossibly related (embedding) · 54%Set up a retrieval pipeline →
  • PossiblePossibly related (embedding) · 47%EmbedMax →
  • PossiblePossibly related (embedding) · 47%MIRAGE: Defending Long-Form RAG Against Misinformation Pollution →
  • PossiblePossibly related (embedding) · 46%DiffusionGemma: 4x faster text generation →
  • PossiblePossibly related (embedding) · 45%Covering the Unseen: Information Demand Coverage Optimization for Retrieval-Augmented Generation →

Related to

tutorialSet up a retrieval pipelinemodelEmbedMax

Implements

paperMIRAGE: Defending Long-Form RAG Against Misinformation PollutionpaperCovering the Unseen: Information Demand Coverage Optimization for Retrieval-Augmented Generation

Covers

newsDiffusionGemma: 4x faster text generation

Related across the graph

newsDiffusionGemma: 4x faster text generationtutorialSet up a retrieval pipelinepaperCovering the Unseen: Information Demand Coverage Optimization for Retrieval-Augmented GenerationmodelEmbedMaxpaperMIRAGE: Defending Long-Form RAG Against Misinformation Pollution
Knowledge path·NDiffusionGemma: 4x faster text generation→LSet up a retrieval pipeline→PCovering the Unseen: Information Demand Coverage Optimization for Retrieval-Augmented Generation→Rmanaskng/opp-lens

Topics

distributed-systemsdockerembeddingsfastapimachine-learningnextjspythonscrapping-pythonvector-search

Explore

Search similar →Knowledge graph →All repos →Full intelligence feed →
Graph trust82Primary
Graph score35