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Flamehaven-Filesearch

Open-source semantic document search (RAG) engine with FastAPI and instant self-hosted deployment

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About This Work

Open-source semantic document search (RAG) engine with FastAPI and instant self-hosted deployment

ai-toolsdockerdocument-searchfastapifile-searchgoogle-geminiopen-sourcepythonragsemantic-search

Repository Overview

Open-source semantic document search (RAG) engine with FastAPI and instant self-hosted deployment

README Core

Stop sending your sensitive documents to third-party services. Get enterprise-grade semantic search running locally in minutes, not days.

Use & Documentation

Detailed installation, commands, examples, and deeper usage notes live in the repository README and docs.

Open READMEOpen Docs

README Map

  • Self-hosted RAG search engine. Production-ready in 3 minutes.
  • 🎯 Why FLAMEHAVEN?
  • Features ✨
  • Core Capabilities
  • What's New in v1.4.1
  • Production Features (v1.4.0+)

Key Signals

  • 🔍 Smart Search Modes - Keyword, semantic, and hybrid search with automatic typo correction
  • ⚡ Ultra-Fast Vectors - DSP v2.0 algorithm generates embeddings in <1ms without ML frameworks
  • 🎯 Source Attribution - Every answer includes links back to source documents
  • Usage Tracking & Quotas - Per-API-key request/token tracking with daily/monthly limits
  • Admin Usage APIs - Detailed usage stats, quota management, and alert monitoring

Announcements

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