FLAMEHAVEN FileSearch
Self-hosted RAG file search engine (FastAPI) with keyword/semantic/hybrid modes, citations, API keys, and Docker quickstart.
Översikt
Användningsfall
Private Document Search Engine
Deploy a self-hosted RAG search service over internal files using keyword, semantic, or hybrid modes without sending data to third-party clouds.
Citation-Backed Q&A Backend
Power applications that need answers with source citations by integrating the FastAPI endpoints into chatbots or knowledge assistants.
Quick Docker Deployment for Teams
Use the Docker quickstart to spin up a file search API for development teams, with API key access control for secure multi-user usage.
Hybrid Search for Technical Content
Combine keyword precision and semantic recall to search code, docs, or research files where either mode alone misses relevant results.
Recensioner
Genomsnitt från 6 betyg.
Logga in för att lämna en recension.
Rina Desai
Does the job
Pretty happy overall. The integrations just works and it is genuinely easy to set up. Pricing gets steep at scale can be annoying, but no dealbreakers — I'd recommend it to a friend without hesitating.
Liam O’Connor
Use it every day
Honestly didn't expect to like it this much. The integrations is exactly what I needed, and support is responsive. I do wish pricing gets steep at scale, but I reach for it almost every day now and it just clicks.
Pierre Dubois
Years in this space
I've evaluated a lot of these over the years. What stands out here is the automation — handled better than most — and it is genuinely easy to set up. Pricing gets steep at scale is my one real gripe. Worth the time if this is your use case.
Frank Müller
Skeptical, then convinced
I went in skeptical — most tools in this space overpromise. It actually delivers on the integrations, and it saves real time caught me off guard. The mobile experience lags is why this isn't a perfect score, still, I'd recommend giving it a real trial.
Joanna Kowalski
Skeptical, then convinced
I went in skeptical — most tools in this space overpromise. It actually delivers on the core workflow, and support is responsive caught me off guard. The docs could be deeper is why this isn't a perfect score, still, I'd recommend giving it a real trial.
Gunnar Eriksson
Does the job
Pretty happy overall. The core workflow just works and support is responsive. The mobile experience lags can be annoying, but no dealbreakers — I'd recommend it to a friend without hesitating.
Frågor
How do I deploy and authenticate with FLAMEHAVEN FileSearch?
It's self-hosted via a Docker quickstart and built on FastAPI, so you can run it on your own infrastructure. Access to the API is controlled using API keys for authentication.
Does it provide source citations for its answers?
Yes, FLAMEHAVEN FileSearch includes citations in its responses, making it suitable for RAG workflows where you need to trace results back to the original source files.
What search modes does FLAMEHAVEN FileSearch support?
It supports three modes: keyword, semantic, and hybrid search. This lets you choose between exact-match keyword retrieval, embedding-based semantic search, or a combined hybrid approach depending on your use case.