llm-ingestion-okf/README.md
Kjell Tore Guttormsen 9436427520 feat(phase-3): the index policy becomes configurable, with the reader that judges it
`IndexPolicy` grew five judging fields and `IndexPolicy.violations`, closing the
gap a test has been pinning since `848e395`. `STRICT_V1.index` is now the proving
consumer's shape rather than DEFAULT's.

The design was settled by a conflict rather than by a preference. The convention
owner reported that an index is an authored count of a directory's children and
that a validator enumerating the directory has implemented the wrong contract.
Checked against the proving consumer before adopting it, the two turn out to be
directly opposed: gate BUNDLE_INDEX_COMPLETE (validate.py:1081-1120, ERROR) builds
its expected set by enumerating the directory and demands an exact bidirectional
match, and bundle.py:498-567 writes every index from a tree walk. Neither is
incoherent inside its own spec, so authored-versus-derived is a policy field in
both directions and a library invariant in neither.

Consequences encoded rather than documented: nothing here enumerates a directory
— the caller supplies the listing, `violations` refuses one when the profile's
index is authored and refuses to run without one when it is derived, so code
written to the wrong contract fails at the call instead of passing every test one
would think to write. Root and nested indexes are asymmetric (confirmed in both
consumers, different key sets). A per-entry description is template-level, so
`render_link` refuses both a missing description and an unwanted one.

DEFAULT keeps upstream's root-only index and judges nothing, for the same measured
reason it carries no required frontmatter key set: upstream binds `index.md` to
the bundle root alone, so a judging default would condemn conforming bundles.

25 new tests, 493 green. C1 re-proven: `git diff --stat examples/` empty.
2026-07-25 20:30:54 +02:00

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# llm-ingestion-okf
Shared ingestion library for OKF (Open Knowledge Format) bundles.
Status: phases 1 and 2 are implemented. Phase 1 (spec-based ingestion) covers
manifest validation, the `file`/`sql`/`http` connectors, deterministic
materialization, index generation, and the golden fixture suite under
`examples/`. Phase 2 adds the bundle inbox (`process_inbox`) and
external-bundle import (`import_bundle`), both against an **injected** persist
gate, with `llm_ingestion_okf.guard_adapter` wiring that gate to the real
guard (see below). One phase-2 item is deliberately outstanding: binary
extraction (`pdf`/`docx`/`xlsx` behind the `[extract]` extra) is unimplemented,
so those types are rejected fail-fast. Phases 34 are planned (see
`docs/plan/`).
## Planned scope (v1)
The library provides three entry points for getting content into an OKF
bundle:
1. **Spec-based ingestion.** An implementation of the normative ingest
specification owned by `portfolio-optimiser-commons`: manifest →
`file`/`sql`/`http` connector → deterministic materialization of
`ingest-{id}.md` concept files → index generation. Zero model calls in the
run path; output is reproducible byte-for-byte against golden fixtures.
2. **Bundle inbox.** A drop directory where common file types are converted
to OKF concept files. All file-type→text extraction lives in this library:
`md`, `txt`, `csv`, `json`, and `html` are handled by the stdlib core;
`pdf`, `docx`, and `xlsx` require the optional `[extract]` extra and are
rejected fail-fast without it. Extracted text passes the security gate
before anything is persisted.
3. **External bundle import.** Import and merge of third-party OKF bundles:
each concept is assessed via the security gate, and only concepts that
pass are merged, materialized, and linked into the index.
## Boundary: security is delegated
Security is owned by the sibling package
[`llm-ingestion-guard`](https://git.fromaitochitta.com/open/llm-ingestion-pipeline-security)
(pinned `>=0.2,<0.3`). The division is strict:
- **guard** answers "is this content safe to persist?" — scan, sanitize,
quarantine, fail-secure, provenance stamping.
- **this library** does the plumbing — connect a source, materialize a
deterministic OKF bundle, generate the index.
No security functionality is reimplemented here.
### What is gated today: read this before trusting a door
- **Door A (`materialize_bundle`) is ungated.** It calls nothing before
writing to disk and writes what it is given. A caller materializing
untrusted content is responsible for gating it.
- **Doors B and C (`process_inbox`, `import_bundle`) gate through an adapter
you pass in.** Each takes a `gate` argument; the flow hands it the content
and obeys the verdict, refusing to persist anything that does not clear the
guard's non-blocking floor — including a disposition it does not recognise,
and (at Door C) a concept the gate returned no verdict for. What it cannot
do is check that your adapter is a real guard: a permissive stub approves
everything, and the flow will believe it.
`llm_ingestion_okf.guard_adapter` is the adapter over the real guard, and the
only module here that imports it — importing the package itself does not:
```python
from llm_ingestion_okf import process_inbox
from llm_ingestion_okf.guard_adapter import inbox_gate
result = process_inbox(inbox_dir, bundle_dir, "2026-07-25T12:00:00Z",
okf_type="reference", gate=inbox_gate)
```
Two properties of that adapter are worth knowing before you rely on it.
It screens the **exact bytes it persists** — the guard's `prepare_input`
bookend prepares text for a model call, which this library never makes, so
only `screen_output` is used and the screened string is the written string.
And it **refuses rather than repairs**: a file carrying an invisible
zero-width or bidi character is rejected, not silently stripped and written.
Door B screens under the untrusted-upload policy, so any finding at all is
held back rather than persisted.
This section is stated plainly because earlier wording ("calls the guard at
every persist gate") described the intended end state in the present tense,
and a consumer reasonably read it as safe-by-default.
## Roadmap
The library is built in four phases so that every known OKF surface in the
ecosystem is eventually covered. Each phase has a detailed plan with
verification criteria:
1. Spec-based ingestion (Python) with byte-exact golden fixtures —
[plan](docs/plan/phase-1-door-a.md).
2. Bundle inbox and external-bundle import (Python), guard-gated —
[plan](docs/plan/phase-2-doors-b-c.md).
3. Configurable bundle contract (types, layers, frontmatter sets, index
shape, and reserved-file policy as configuration), enabling stricter
bundle profiles such as `strict-v1`
[plan](docs/plan/phase-3-configurable-contract.md).
4. A `node/` half: a zero-dependency Node/ESM package (importable and
CLI-invokable, vendored per consumer) providing bundle checking, index
generation, inbox processing, and document conversion for the OKF
second-brain plugin ecosystem. The Python and Node halves share the OKF
contract and fixture suite, not code —
[plan](docs/plan/phase-4-node-half.md).
## Non-goals
- Verdict/feedback machinery from the method specification (stays in the
consuming repositories).
- Embedding- or retrieval-layer functionality.
- Security functionality, in either runtime — that is always
`llm-ingestion-guard`'s domain.
## Requirements
Python 3.10+, and exactly one runtime dependency — the security boundary,
`llm-ingestion-guard>=0.2,<0.3`. Everything else is stdlib.
That guard is not on a package index yet, so **with pip, install it first**
otherwise installing this package fails with `No matching distribution found
for llm-ingestion-guard`:
```
pip install "llm-ingestion-guard @ git+https://git.fromaitochitta.com/open/llm-ingestion-pipeline-security.git@v0.2.0"
pip install "llm-ingestion-okf @ git+https://git.fromaitochitta.com/open/llm-ingestion-okf.git@v0.4.0"
```
With uv, one command is enough — `uv pip install "llm-ingestion-okf @ git+…@v0.4.0"`
resolves the guard from the tag on its own, because uv reads the
`[tool.uv.sources]` entry in this project's `pyproject.toml` when it builds
from the source tree. Both paths were measured on 2026-07-25.
A git URL is a PEP 508 direct reference and pins one exact tag, so it is an
install-time *channel*, not the pin: the range above stays the declared
dependency — the built wheel carries `Requires-Dist:
llm-ingestion-guard<0.3,>=0.2` — and resolves normally once the package index
exists. The optional `[extract]` extra (pdf/docx/xlsx parsers) is not
populated yet. The planned Node half targets Node/ESM with zero npm
dependencies.
## License
MIT — see [LICENSE](LICENSE).