From the README

# vecmem

> Your notes become AI's memory

You have markdown notes scattered across folders. You know the answer is *somewhere* in there, but where?

**vecmem** indexes your `.md` files and lets you (or your AI assistant) search them instantly — not just by keywords, but by meaning.

## The Problem

```
You: "How did we set up authentication?"
AI:  "I don't have access to your notes."

You: *manually searches 50 files*
You: *finds it 10 minutes later in docs/auth/oauth.md*
```

## The Solution

```bash
vecmem index ./docs                        # One-time: index your notes
vecmem query "how did we set up auth?"     # Instant: finds it in 100ms
```

```
Found 5 results (87ms)

┌─ docs/auth/oauth.md ─── score: 0.94 ────────────┐
│ ## OAuth 2.0 Flow                                 │
│ Authentication uses OAuth 2.0 with PKCE.          │
│ The flow starts with a redirect to /auth/login... │
└───────────────────────────────────────────────────┘
```

It finds `oauth.md` even though you search