---
license: apache-2.0
tags:
- agentic-rag
- faiss
- bge-base
- ouroboros
- szl-holdings
- doi:10.5281/zenodo.19944926
pretty_name: SZL Agentic-RAG Corpus v1
language:
- en
task_categories:
- feature-extraction
size_categories:
- n<1K
configs:
- config_name: corpus
  data_files:
  - split: train
    path: corpus.jsonl
---

<!-- SZL-ESTATE-CARD:v2:START -->
<p align="center"><a href="https://a-11-oy.com/"><img src="https://huggingface.co/spaces/SZLHOLDINGS/README/resolve/main/assets/estate-banner-v2.svg" alt="SZL Holdings — governed, receipted, verifiable" width="100%"></a></p>
<p align="center">
  <a href="https://github.com/szl-holdings/.github/tree/main/doctrine"><img src="https://img.shields.io/badge/doctrine-v11%20LOCKED-0B1F3A?style=flat-square" alt="doctrine v11"></a>
  <a href="https://a-11-oy.com/"><img src="https://img.shields.io/badge/evidence%20wall-LIVE%20%C2%B7%20verify%20in%20browser-3AF4C8?style=flat-square" alt="live evidence wall"></a>
  <a href="https://huggingface.co/datasets/SZLHOLDINGS/szl-lake"><img src="https://img.shields.io/badge/szl--lake-offline%20verifiable-C9B787?style=flat-square" alt="szl-lake offline verifiable"></a>
  <a href="https://huggingface.co/spaces/SZLHOLDINGS/holographic"><img src="https://img.shields.io/badge/estate%20map-holographic-5B8DEE?style=flat-square" alt="holographic estate map"></a>
</p>
<p align="center"><sub>Part of the <a href="https://huggingface.co/SZLHOLDINGS">SZL Holdings</a> governed estate — claims are designed to carry checkable receipts. Verification proves integrity &amp; origin, never accuracy or performance.</sub></p>
<!-- SZL-ESTATE-CARD:v2:END -->

<div align="center">
<p>

[![dataset](https://img.shields.io/badge/dataset-RAG%20corpus%20+%20FAISS-3af4c8?style=flat-square)](https://huggingface.co/datasets/SZLHOLDINGS/rag-corpus-v1/tree/main)
[![files](https://img.shields.io/badge/files-18-5b8dee?style=flat-square)](https://huggingface.co/datasets/SZLHOLDINGS/rag-corpus-v1/tree/main)
[![license](https://img.shields.io/badge/license-apache--2.0-7e8aa3?style=flat-square)](https://huggingface.co/datasets/SZLHOLDINGS/rag-corpus-v1)

</p>
</div>

# SZLHOLDINGS/rag-corpus-v1 — Agentic-RAG corpus + per-organ FAISS indexes

Doctrine v10/v11. Embedding model: **BAAI/bge-base-en-v1.5** (768-dim).
Built by the agentic-RAG SHIP directive (390_AGENTIC_RAG_FAISS_PER_SPACE).

## Contents
- `corpus.jsonl` — 762 chunks, each `~512 tokens` with fields
  `chunk_id, text, source, title, organ_tag, n_chars, approx_tokens`.
- `indexes/<organ>.faiss` — FAISS `IndexFlatIP` over L2-normalized BGE embeddings
  (inner product == cosine similarity).
- `indexes/<organ>.ids.json` — FAISS row -> chunk_id map.
- `indexes/manifest.json` — model/dim/per-organ vector counts.

## Per-organ index vector counts
{
  "cortex": 679,
  "immune": 12,
  "receipt": 16,
  "gate": 63,
  "nervous": 4,
  "all": 762
}

`all.faiss` = the full corpus (rosie/nervous inherits everything). Each `<organ>.faiss`
contains chunks tagged that organ PLUS cross-cutting `all`-tagged chunks.

## Sources
Thesis v18 chapters · szl-cookbook recipes (README + SKILL) · LUTAR_EVIDENCE.md ·
every Lean theorem/lemma in lutar-lean Lutar/ (name + statement + status) ·
Doctrine v10 + v11 (locked) · Frontier corpus (Pacha-Λ, Khipu-Bekenstein,
Yachay-Khipu Operator, Willow-Λ) · 4 founder LinkedIn public posts · szl-trust E4
governed-loop run (12 receipts).

## Honesty (Doctrine v10/v11)
LLM responses cite chunk IDs. Λ-receipt `signature` field is a **PLACEHOLDER**
(Sigstore CI signing not yet wired). ADDITIVE only.

---

[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.19944926.svg)](https://doi.org/10.5281/zenodo.19944926)

## Citation


**Cite this.** Part of the SZL Holdings *Ouroboros Thesis* (Governed Post-Determinism).  
Concept DOI (always-latest): [10.5281/zenodo.19944926](https://doi.org/10.5281/zenodo.19944926).  
Author: Stephen P. Lutar Jr. · [ORCID 0009-0001-0110-4173](https://orcid.org/0009-0001-0110-4173) · Dataset license: Apache-2.0; the cited program publication is CC-BY-4.0.  
Full DOI-pinned lineage (v1→v26) + the 8 papers: [szl-papers PAPERS_INDEX](https://github.com/szl-holdings/szl-papers/blob/main/PAPERS_INDEX.md).  
No artifact-specific DOI is minted for this dataset; the concept DOI above covers the program.

Honesty (Doctrine v11): Λ unconditional uniqueness is **Conjecture 1** (machine-checked FALSE as stated) — never a theorem; conditional uniqueness is **Theorem U** (axiom-free). Locked-proven formulas = **exactly 8** {F1,F4,F7,F11,F12,F18,F19,F22}; ~185 experimental theorems are a separate CI-green tier; Khipu BFT safety = Conjecture 2. Trust never 100%.

```bibtex
@misc{lutar_szl_ouroboros,
  author    = {Lutar, Stephen P., Jr.},
  title     = {SZL Holdings --- The Ouroboros Thesis (Governed Post-Determinism)},
  year      = {2026},
  publisher = {Zenodo},
  doi       = {10.5281/zenodo.19944926},
  url       = {https://doi.org/10.5281/zenodo.19944926},
  note      = {Concept DOI --- always resolves to the latest version. ORCID 0009-0001-0110-4173. CC-BY-4.0.}
}
```

*Signed-off-by: Stephen Lutar <stephenlutar2@gmail.com>*

---

### ◇ Explore the SZL Holdings estate
[▶ a11oy console (a-11-oy.com)](https://a-11-oy.com) · [a11oy Space](https://huggingface.co/spaces/SZLHOLDINGS/a11oy) · [killinchu](https://huggingface.co/spaces/SZLHOLDINGS/killinchu) · [holographic (3D)](https://huggingface.co/spaces/SZLHOLDINGS/holographic) · [all datasets & models → SZLHOLDINGS](https://huggingface.co/SZLHOLDINGS) · [GitHub org](https://github.com/szl-holdings)

---

<div align="center">

**[🛡️ SZLHOLDINGS on Hugging Face →](https://huggingface.co/SZLHOLDINGS)**   ·   **[a-11-oy.com →](https://a-11-oy.com)**   ·   **[Estate hub — live →](https://szlholdings-szl-estate-live.static.hf.space)**

### Governed AI you can prove.

<sub>SLSA: L1 honest · L2 attested · L3 roadmap. Λ = Conjecture 1 (advisory, never a theorem). Trust ceiling 0.97 — never 100%. Labels honest by default: MEASURED / REPORTED / MODELED / HEURISTIC / UNKNOWN / UNAVAILABLE. locked-proven = exactly 8 {F1,F4,F7,F11,F12,F18,F19,F22}.</sub>

</div>

## Load the tabular corpus

The `corpus` config exposes the 762 JSONL chunks and excludes provenance JSON plus binary FAISS indexes from schema inference. FAISS files are separate retrieval artifacts and must be paired with their ID maps and manifest at a pinned revision.

Apache-2.0 metadata applies to repository-authored packaging and code. Source documents and quoted material retain their original rights; public availability is not permission to train on or redistribute them without verifying those rights.