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FlashRAG

⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)

llmware

Unified framework for building enterprise RAG pipelines with small, specialized models

Popularity
Repository stars3,60314,818Highest
7-day net stars——
Fork3302,927Highest
30-day trendInsufficient historyInsufficient history
Maintenance
Last push2026-10-272026-10-01
Maintenance notesNot verifiedNot verified
Repository created2024-03-142023-09-29
License & use
LicenseMIT · PermissiveApache-2.0 · Permissive
PricingPricing not verifiedPricing not verified
Basics
Browse by purposeRetrieval-augmented generationRetrieval-augmented generation
TypeFrameworks & SDKsFrameworks & SDKs
SubcategoryGeneralGeneral
PlatformNot verifiedNot verified
Cost detailsCheck current official software, hosting, model and infrastructure pricing.Check current official software, hosting, model and infrastructure pricing.
Pricing source——
First collected2026-11-032026-11-03
MetricRepository stars, not unique users or individual-skill installsRepository stars, not unique users or individual-skill installs
LanguagePythonPython
About this project⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)Unified framework for building enterprise RAG pipelines with small, specialized models
Measured at2026-11-02 19:01 UTC2026-11-03 08:24 UTC

License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited. Ranked by repository stars, one position per repository. Stars and forks are not user counts.