docs: portable runbook and Diataxis index
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Public face is a product, not a laptop tool. Run steps live in
docs/runbook.md; decisions D3/D6/D14/D15/D17/D18 stay in the docs index.
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[![Latest Release](https://img.shields.io/github/v/tag/eSlider/2dph?sort=semver&label=release)](https://github.com/eSlider/2dph/releases)
[![GitHub Stars](https://img.shields.io/github/stars/eSlider/2dph?style=social)](https://github.com/eSlider/2dph/stargazers)
An evidence-first brain over the operational eSlider stack. **Facts need two
independent sources, or they are `(not confirmed)`.**
An evidence-first brain. **Facts need two independent sources, or they are
`(not confirmed)`.** Cursor is not the runtime.
`2dph` is a single embedded knowledge graph (LadybugDB = Kuzu successor) with
native **HNSW vector** + **BM25 full-text** indexes, built from markdown,
compose files, ssh config, docker state, and git history. Search is
*deduction*: confirmed facts first, supporting info second, `web-search` as
the independent second source when the local graph cannot confirm.
`2dph` is a single embedded knowledge graph (LadybugDB) with native **HNSW
vector** + **BM25 full-text** indexes. Search is *deduction*: confirmed facts
first, supporting info second, `web-search` as the independent second source
when the local graph cannot confirm.
Run it: [docs/runbook.md](docs/runbook.md). Design: [docs/design.md](docs/design.md).
Docs index: [docs/README.md](docs/README.md).
## Architecture
@@ -74,7 +76,7 @@ graph TB
## The method
Every assertion is `Who / What / How / Where / When + evidence + confidence`,
mirroring the detective detective skill: **≥2 independent sources confirm a
mirroring the detective method: **≥2 independent sources confirm a
fact; conflicting sources or a single source → `hypothesis``(not confirmed)`.**
| root | meaning | used for answers |
@@ -124,17 +126,15 @@ bin/brain/search.go "invoice from last week" # same s
## Storage
- **LadybugDB** — single `var/kb.lbug`, Cypher property graph, HNSW + BM25
in one engine, embedded (no server), ACID, read-only-safe for concurrent
readers. Read tools (`get` / `stats` / `eval`) are Go + Zig CGO (`bin/cgo/zcc`); Python
`bin/kb/{get,stats,eval}` is the CI fallback. **Never `DROP INDEX` FTS/VECTOR** on Ladybug 0.19: DROP leaves
ghost catalog tables (`_0_Leaf_vec_UPPER`) so recreate fails while
`SHOW_INDEXES` omits HNSW. Fresh indexes = delete `var/kb.lbug` +
`bin/brain/index.go --rebuild`. Use `ensure_indexes()` after upserts.
- **model2vec** — `potion-multilingual-128M` static embeddings (256-dim),
CPU-fast, deterministic, no Ollama runtime dependency.
- facts and info split semantically by `root` column but written inside the
same transaction.
- **LadybugDB** — single `var/kb.lbug`, Cypher + HNSW + BM25, embedded.
Read tools (`get` / `stats` / `eval`) are Go + Zig CGO (`bin/cgo/zcc`).
Python fallbacks stay for CI until the runner fetches Zig. Write is
Compose profile `index` (`bin/brain/index.go`).
- **model2vec** — `potion-multilingual-128M` (256-dim), CPU, no Ollama
runtime dependency.
- facts and info split by `root` but written in the same transaction.
Ladybug 0.19 DROP INDEX warning: [docs/runbook.md](docs/runbook.md).
## Tooling conventions
@@ -145,11 +145,13 @@ machines. Tests gate every commit. HTTP: `bin/brain/serve.go` calls
## Development
See the portable runbook: [docs/runbook.md](docs/runbook.md).
```bash
uv venv .venv # Python 3.12, uv-managed
uv pip install -r requirements.lock.txt # pinned toolchain
bin/facts/audit.go self # lexicon consistency gate
go test ./... && python -m unittest discover -s bin/tools -t .
uv venv .venv
uv pip install -r requirements.lock.txt
bin/facts/audit.go self
go test ./... && uv run python -m unittest discover -s bin/tools -t .
```
Docker (optional, cached model + var volumes):