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129 lines
6.4 KiB
Markdown
129 lines
6.4 KiB
Markdown
# Knowledge Expiry — Enterprise Knowledge Governance
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<details>
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<summary><strong>🧭 Quick Return to Map</strong></summary>
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<br>
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> You are in a sub-page of **Enterprise_Knowledge_Gov**.
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> To reorient, go back here:
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>
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> - [**Enterprise_Knowledge_Gov** — corporate knowledge management and governance](./README.md)
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> - [**WFGY Global Fix Map** — main Emergency Room, 300+ structured fixes](../README.md)
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> - [**WFGY Problem Map 1.0** — 16 reproducible failure modes](../../README.md)
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>
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> Think of this page as a desk within a ward.
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> If you need the full triage and all prescriptions, return to the Emergency Room lobby.
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</details>
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Guardrails and fix patterns to handle the **expiry, staleness, or invalidation** of enterprise knowledge inside AI pipelines. Use this page when retrieved data may be out of date, unmaintained, or legally required to expire.
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---
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## When to use this page
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- RAG retrieves documents that are outdated but still present in the index.
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- Policies require document expiry (e.g., 3-year rotation, GDPR “right to be forgotten”).
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- Model cites knowledge that has been deprecated.
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- Knowledge base retains drafts or revoked versions.
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---
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## Core acceptance targets
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- Every document has an explicit `expiry_date` or `revision_hash`.
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- Retrieval never selects content beyond expiry.
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- Expired or revoked documents fully deleted from vector stores.
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- Audit logs record expiry enforcement at retrieval time.
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---
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## Typical expiry problems → exact fix
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| Symptom | Likely cause | Open this |
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|---------|--------------|-----------|
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| Outdated answers from old policies | No expiry metadata on ingestion | [data-contracts.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/data-contracts.md) |
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| Deprecated snippets retrieved | Index not refreshed after content change | [retrieval-playbook.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-playbook.md) |
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| Conflicting answers (old vs new) | Stale embeddings and no version hashing | [context-drift.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/context-drift.md) |
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| Expired docs still cited | Traceability schema missing `expiry_date` | [retrieval-traceability.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-traceability.md) |
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---
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## Fix in 60 seconds
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1. **Add expiry metadata** on ingestion:
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```json
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{
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"document_id": "policy-123",
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"revision_hash": "ab89e...",
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"expiry_date": "2026-01-01"
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}
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````
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2. **Drop expired docs** from index during nightly rebuilds.
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3. **Enforce live expiry check** at retrieval:
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* Reject snippets where `expiry_date < today`.
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* Log `expired=true` in audit record.
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4. **Verify ΔS stability** only against valid revisions.
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---
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## Copy-paste probe template
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```txt
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You have TXTOS and the WFGY Problem Map loaded.
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My RAG system retrieved:
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- doc_id, revision_hash, expiry_date
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Task:
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1. Drop all snippets past expiry_date.
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2. Log ΔS(question,retrieved), λ_state, and expired flag.
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3. If expired=true, cite the Problem Map page to rebuild the index.
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Return JSON: { "valid_snippets": [...], "expired_snippets": [...], "ΔS": 0.xx, "λ_state": "<>", "next_fix": "..." }
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```
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---
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## Escalate when
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* Same query alternates between expired and valid docs.
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* Expired documents remain in retrieval despite metadata.
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* Audit logs show `expiry_date` ignored during reranking.
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For deeper cases, apply [bootstrap-ordering.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/bootstrap-ordering.md) to enforce correct load order and [ops/debug\_playbook.md](https://github.com/onestardao/WFGY/blob/main/ProblemMap/ops/debug_playbook.md) for runtime tracing.
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---
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### 🔗 Quick-Start Downloads
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| Tool | Link | 3-Step Setup |
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| -------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------ | ---------------------------------------------------------------------------------------- |
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| **WFGY 1.0 PDF** | [Engine Paper](https://github.com/onestardao/WFGY/blob/main/I_am_not_lizardman/WFGY_All_Principles_Return_to_One_v1.0_PSBigBig_Public.pdf) | 1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + <your question>” |
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| **TXT OS (plain-text OS)** | [TXTOS.txt](https://github.com/onestardao/WFGY/blob/main/OS/TXTOS.txt) | 1️⃣ Download · 2️⃣ Paste into any LLM chat · 3️⃣ Type “hello world” — OS boots instantly |
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---
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<!-- WFGY_FOOTER_START -->
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### Explore More
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| Layer | Page | What it’s for |
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| --- | --- | --- |
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| ⭐ Proof | [WFGY Recognition Map](/recognition/README.md) | External citations, integrations, and ecosystem proof |
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| ⚙️ Engine | [WFGY 1.0](/legacy/README.md) | Original PDF tension engine and early logic sketch (legacy reference) |
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| ⚙️ Engine | [WFGY 2.0](/core/README.md) | Production tension kernel for RAG and agent systems |
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| ⚙️ Engine | [WFGY 3.0](/TensionUniverse/EventHorizon/README.md) | TXT based Singularity tension engine (131 S class set) |
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| 🗺️ Map | [Problem Map 1.0](/ProblemMap/README.md) | Flagship 16 problem RAG failure taxonomy and fix map |
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| 🗺️ Map | [Problem Map 2.0](/ProblemMap/wfgy-rag-16-problem-map-global-debug-card.md) | Global Debug Card for RAG and agent pipeline diagnosis |
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| 🗺️ Map | [Problem Map 3.0](/ProblemMap/wfgy-ai-problem-map-troubleshooting-atlas.md) | Global AI troubleshooting atlas and failure pattern map |
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| 🧰 App | [TXT OS](/OS/README.md) | .txt semantic OS with fast bootstrap |
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| 🧰 App | [Blah Blah Blah](/OS/BlahBlahBlah/README.md) | Abstract and paradox Q&A built on TXT OS |
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| 🧰 App | [Blur Blur Blur](/OS/BlurBlurBlur/README.md) | Text to image generation with semantic control |
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| 🏡 Onboarding | [Starter Village](/StarterVillage/README.md) | Guided entry point for new users |
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If this repository helped, starring it improves discovery so more builders can find the docs and tools.
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[](https://github.com/onestardao/WFGY)
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<!-- WFGY_FOOTER_END -->
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要我直接繼續生嗎？
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