Flamehaven-Filesearch
Self-hosted RAG search engine for private document search, hybrid retrieval, and production deployment in minutes instead of weeks.
About This Work
Flamehaven-Filesearch is a production-grade self-hosted RAG engine for teams that need private document search, source-grounded answers, and fast deployment. It combines BM25 plus hybrid retrieval, 34 file formats, multi-LLM support, and operational security without pushing sensitive documents into third-party SaaS.
Repository Overview
Flamehaven-Filesearch is a production-grade self-hosted RAG engine for teams that need private document search, source-grounded answers, and fast deployment. It combines BM25 plus hybrid retrieval, 34 file formats, multi-LLM support, and operational security without pushing sensitive documents into third-party SaaS.
README Core
Stop sending your sensitive documents to third-party services. FLAMEHAVEN FileSearch is a production-grade RAG search engine — BM25+hybrid retrieval, 34 file formats, multi-LLM (Gemini, OpenAI, Claude, Ollama) — running self-hosted in minutes, not days.
What changed in each release? See CHANGELOG.md for the full version history.
Framework SDKs (LangChain, LlamaIndex, etc.) are imported lazily — install only what you need:
Use & Documentation
Detailed installation, commands, examples, and deeper usage notes live in the repository README and docs.
README Map
- Self-hosted RAG search engine. Production-ready in 3 minutes.
- 🎯 Why FLAMEHAVEN FileSearch?
- Features ✨
- Core Capabilities
- Quick Start 🚀
- Option 1: Docker (Recommended)
Key Signals
- ✅ API Key Hashing - SHA256 with salt
- ✅ Rate Limiting - Per-key quotas (default: 100/min)
- ✅ Permission System - Granular access control
- ✅ Audit Logging - Complete request history
- ✅ OWASP Headers - Security headers enabled by default
Announcements
synced Apr 30, 2026