We built a second brain that fact-checks itself, running Gemma 4 locally, in one hackathon day

说明与用途

Connectore 通过概念关联链接笔记，使用 Gemma 4 在本地验证 AI 故事的准确性，并以图形方式可视化。

问题

Notes live in silos and AI summaries often drop critical facts, making it hard to see connections and ensure accuracy.

结果

Connectore links conceptually related notes across subjects, provides a visual graph of relations, streams concise stories, and audits those stories for factual fidelity—all running locally on a laptop with Gemma 4 and Ollama.

工作流

• Write a note in the editor
• Gemma tags the note with summary, entities, and abstract patterns
• SQL shortlist finds up to 8 older notes sharing an entity or pattern
• Gemma judges each candidate for relation, strength, and reason
• Links with strength ≥4 are kept and displayed in a force‑graph
• User can drag one note onto another to judge a single pair
• Press "Tell the story" to stream a narrative tying the thread together
• The verifier runs a deterministic cue diff and a fact quiz to flag missing or altered facts

证据

Connectore is a local‑first second brain. Gemma 4 links your notes across subjects, tells you the story behind them, and then checks its own story against your notes for facts it dropped.

来源

Tag. Gemma 4 returns JSON with a summary, entities (RBI, TCP), and abstract patterns like feedback loop, trade‑off or oscillation.

来源

The verifier on a deliberately sabotaged story flagged all four cues and marked 3 facts as possible mismatches and 1 as needs review, in about 7.7 s.

来源

Pass num_ctx on every single call. Ollama's default context window depends on your VRAM and can be as small as 4K on a laptop.

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