Tired of RAG demos that only work in notebooks?
Flamehaven FileSearch is designed for real deployment —
a lightweight, production-ready document search engine that you can self-host in minutes.
Key Highlights
5-minute setup — pip install flamehaven-filesearch[api]
100% self-hosted — your documents never leave your infra
Python SDK + REST API with FastAPI & Swagger UI
SQLite-backed store — simple, portable, and offline-friendly
Gemini-powered embeddings with natural language Q&A + citations
Docker-ready — works on a $5 VPS or your laptop
Why it matters
Unlike typical RAG stacks that require vector DBs, multiple APIs, and complex infra,
Flamehaven FileSearch runs cleanly on Python and SQLite — no dependencies, no vendor lock-in.
You own the data, the storage, and the intelligence.
It’s built for teams, researchers, and indie developers who need
semantic search they can actually deploy and trust.
Try it
GitHub: https://github.com/flamehaven01/Flamehaven-Filesearch
PyPI: flamehaven-filesearch
Docs: /docs after running the API server
#opensource #python #AI #RAG #Gemini #FastAPI #Flamehaven #LLM #developer
Security & Account Notice
Recently, GitHub detected a suspicious login attempt on our organization account.
As a precaution, a password reset was enforced.
We are currently in contact with GitHub Security and awaiting resolution.
This incident did not affect any public repositories such as
dir2md, flashrecord, crom-efficient, ARR-medic-cyp3a4, or Unstable Singularity Detector.
All builds remain verified and signed.
We sincerely apologize for any inconvenience caused and appreciate your understanding as we complete the security audit.
Comments URL: https://news.ycombinator.com/item?id=45901935
Points: 1
# Comments: 0
Source: github.com
