- Python 100%
Phase 3 step 3, frontmatter half. FrontmatterSchema grows the four judging fields the proving consumer's contract needs — required, allowed, nullable, key_pattern — and `violations` is what reads them, so no field lands as an untested claim. STRICT_V1 requires the eight keys their operator ratified on 2026-07-25 inside the eleven-key allowlist that doubles as emission order, both derived from one tuple so they cannot drift; `summary` is the single nullable key; a value is a string scalar or a NON-EMPTY LIST OF STRINGS, because their Release pages carry block lists and a scalars-only schema would reject pages they ship today. Measured, not assumed: DEFAULT must NOT grow a required set. Door A emits seven keys, Door B six, and Door C writes an imported concept verbatim with whatever the sender wrote, so any required set on DEFAULT would declare invalid the bundles this library itself produces. The plan's other cross-profile direction — a wiki bundle rejected under DEFAULT — therefore has to come from index and path shape, not from frontmatter. Recorded here because the plan implied otherwise. Violations are reported, not raised, like TypeRejection, and sorted by (key, code): a report that depended on mapping order would not be reproducible. An unsatisfiable schema — a required or nullable key outside its own allowlist — fails at construction. Two boundaries kept explicit. `violations` judges an already-parsed mapping; parsing strict frontmatter needs a parser this library does not have, which is the same reason Door C writes verbatim. And STRICT_V1's index policy is still DEFAULT's, pinned by a test as a known gap: per-directory indexes and an entry description have no field on IndexPolicy yet, and nothing consumes a profile's index policy today. C1 re-proven: 443 existing tests unmodified and green (468 total), and `git diff --stat examples/` empty. |
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|---|---|---|
| docs | ||
| examples | ||
| src/llm_ingestion_okf | ||
| tests | ||
| .gitignore | ||
| CHANGELOG.md | ||
| CLAUDE.md | ||
| LICENSE | ||
| pyproject.toml | ||
| README.md | ||
| uv.lock | ||
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 3–4 are planned (see
docs/plan/).
Planned scope (v1)
The library provides three entry points for getting content into an OKF bundle:
- Spec-based ingestion. An implementation of the normative ingest
specification owned by
portfolio-optimiser-commons: manifest →file/sql/httpconnector → deterministic materialization ofingest-{id}.mdconcept files → index generation. Zero model calls in the run path; output is reproducible byte-for-byte against golden fixtures. - 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, andhtmlare handled by the stdlib core;pdf,docx, andxlsxrequire the optional[extract]extra and are rejected fail-fast without it. Extracted text passes the security gate before anything is persisted. - 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
(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 agateargument; 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:
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:
- Spec-based ingestion (Python) with byte-exact golden fixtures — plan.
- Bundle inbox and external-bundle import (Python), guard-gated — plan.
- Configurable bundle contract (types, layers, frontmatter sets, and
reserved-file policy as configuration), enabling stricter bundle
profiles such as
strict-v1— plan. - 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.
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.