RAG starters · Rank #6

B

swarmvault

Grade B: derived only from the two verdicts below. How grades work

The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's pattern. An Obsidian alternative for personal knowledge management, AI second brain, and durable Claude Code / Codex / OpenClaw memory.

SlowingCurrent depsFree

Why this verdict

How we check →

Snapshot: commit 815412d on main, checked 2026-10-19 06:24 UTC. Receipts link to files at this exact commit.

Dependency freshness

PackageDeclaredLatestStatus
TypeScript typescript5.9.37.0.2Behind, not counted
React react19.1.119.3.1Current
Zod zod4.1.84.6.7Current

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
Vite
Testing
Vitest

Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.

What the README says you get

  • API
    MCP serveran MCP server make it usable for teams
  • Data
    Typed knowledge graphstate/graph.json - the machine-readable knowledge graph
  • Deploy
    Git-backed workflowsGit-backed workflows (--commit), watch mode with git hooks
  • Other
    Offline heuristic providerThe built-in heuristic provider runs locally and offline
  • Other
    Local search indexstate/retrieval/ - local search index
  • Other
    Contradiction detectionContradiction detection flags conflicting claims
  • Other
    Approval bundlesstages all changes into reviewable approval bundles
  • Other
    Graph navigation commandsgraph query, graph path, graph explain, graph callers
  • Other
    Hybrid searchHybrid search merges SQLite full-text with semantic embeddings
  • Other
    Bounded token compiletrims output to fit bounded windows
  • Other
    Neo4j graph exportgraph export --neo4j ./exports/graph.cypher
  • UI
    Graph vieweropens the local graph viewer

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; 2 unverifiable items were discarded. A README claim is the maker's description, not something we tested.

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History

Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.

Show as a table
DateMaintenanceDependenciesCommits (90d)
Oct 19, 2026SlowingCurrent deps0
Oct 12, 2026SlowingCurrent deps0
Sep 29, 2026SlowingCurrent deps0

Sources

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