RAG starters · Rank #9
Flamehaven-Filesearch
Grade C: derived only from the two verdicts below. How grades work
Self-hosted RAG search engine — 34 formats, BM25+hybrid search, multi-LLM (Gemini/OpenAI/Claude/Ollama), FastAPI + Docker, production-ready in 3 min
Why this verdict
How we check →- No commits in 90 days; last commit 152 days ago. receipt ↗
- Latest release v1.6.4, 154 days ago. receipt ↗
- NumPy 1 declared; latest is 2 (1 major behind). receipt ↗
- On current major: Pydantic. receipt ↗
- Not counted in verdict: FastAPI 0 → 0. receipt ↗
Snapshot: commit b913480 on main, checked 2026-10-19 06:37 UTC. Receipts link to files at this exact commit.
Dependency freshness
| Package | Declared | Latest | Status |
|---|---|---|---|
| FastAPI fastapi | 0.121.1 | 0.146.0 | Behind, not counted |
| NumPy numpy | 1.24.0 | 2.5.4 | 1 major behind |
| Pydantic pydantic | 2.0.0 | 2.14.1 | Current |
Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.
What's in the stack
- Framework
- FastAPI
- API layer
- Pydantic, Uvicorn
Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.
What the README says you get
- AdminAudit logging
Audit Logging - Complete request history
- AIMulti-LLM backends
FLAMEHAVEN supports four LLM backends — switch with a single env var
- AILocal Ollama inference
Local inference via Ollama — Gemma 4/3, Llama 3.2, Qwen 2.5, Mistral, Phi-4
- APIRate limiting
Rate Limiting - Per-key quotas (default: 100/min)
- AuthAPI key hashing
API Key Hashing - SHA256 with salt
- ContentObsidian vault ingest
Markdown-first vault ingest with frontmatter, aliases, tags, wikilinks
- OtherHybrid search modes
Keyword, semantic, and hybrid (BM25+RRF) with automatic typo correction
- OtherConfidence quality gate
Confidence-scored hybrid results (PASS/FORGE/INHIBIT)
Extracted from the kit's README by a local AI model (deepseek-flash) on Sep 29, 2026. Every item is checked against an exact README quote; 6 unverifiable items were discarded. A README claim is the maker's description, not something we tested.
Watch Flamehaven-Filesearch
Get told if it goes dormant, gets archived, falls further behind on a core dependency, or changes its license or price.
History
Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.
Show as a table
| Date | Maintenance | Dependencies | Commits (90d) |
|---|---|---|---|
| Oct 19, 2026 | Slowing | 1 major behind | 0 |
| Oct 12, 2026 | Slowing | 1 major behind | 0 |
| Sep 29, 2026 | Slowing | 1 major behind | 0 |
Sources
Every claim on this page comes from these public records, checked . Open them to verify.
- Commit history ↗ default branch (main) at the checked commit: pulse, contributors, last commit
- Releases ↗ latest release
- pyproject.toml ↗ declared dependency versions and stack (at commit b913480)
- requirements.txt ↗ declared dependency versions and stack (at commit b913480)
- README ↗ quoted features at the checked commit
- PyPI ↗ latest versions of Python packages (each linked in the table above)