diff --git a/ProblemMap/GlobalFixMap/Retrieval/checklists/retrieval_readiness.md b/ProblemMap/GlobalFixMap/Retrieval/checklists/retrieval_readiness.md new file mode 100644 index 00000000..5f8b271a --- /dev/null +++ b/ProblemMap/GlobalFixMap/Retrieval/checklists/retrieval_readiness.md @@ -0,0 +1,128 @@ +# Retrieval Readiness Checklist + +Purpose: confirm the pipeline is safe to run before any evaluation or go-live. +Applies to BM25, ANN, or hybrid stacks. Store agnostic. + +--- + +## Inputs are consistent + +- [ ] One embedding model per field, recorded in config. +- [ ] Normalization rule set and saved with the index (L2 or cosine compatible). +- [ ] Analyzer or tokenizer identical on write and read paths. +- [ ] Stopword set and stemming rules fixed and versioned. + +Refs: +[Embedding ≠ Semantic](https://github.com/onestardao/WFGY/blob/main/ProblemMap/embedding-vs-semantic.md) · +[Store-agnostic guardrails](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Retrieval/store_agnostic_guardrails.md) + +--- + +## Index and data state + +- [ ] `INDEX_HASH` matches the current code revision that produced vectors. +- [ ] Document count, chunk count, and vector count agree within 0.5 percent. +- [ ] Ingestion job reported zero empty payloads and zero parser errors. +- [ ] Cold caches warmed with ten representative queries. + +Refs: +[Bootstrap ordering](https://github.com/onestardao/WFGY/blob/main/ProblemMap/bootstrap-ordering.md) · +[Pre-deploy collapse](https://github.com/onestardao/WFGY/blob/main/ProblemMap/predeploy-collapse.md) + +--- + +## Gold set and probes + +- [ ] Ten to fifty QA pairs with ground truth anchors prepared. +- [ ] Each QA pair has at least one resolvable `section_id` and `source_url`. +- [ ] ΔS probes ready for three paraphrases and two seeds. + +Refs: +[ΔS probes](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Retrieval/deltaS_probes.md) · +[Retrieval eval recipes](https://github.com/onestardao/WFGY/blob/main/ProblemMap/GlobalFixMap/Retrieval/retrieval_eval_recipes.md) + +--- + +## Acceptance targets + +- ΔS(question, retrieved) ≤ 0.45 +- Coverage of the target section ≥ 0.70 +- λ_observe convergent across 3 paraphrases and 2 seeds +- E_resonance stable on long windows + +--- + +## Quick probe you can paste + +```txt +I loaded TXT OS and WFGY pages. + +Task: +- For question "Q", log ΔS(Q, retrieved) and λ across 3 paraphrases and 2 seeds. +- Enforce cite then explain with the traceability schema. +- If ΔS ≥ 0.60, return the smallest structural fix to reach ΔS ≤ 0.45 and coverage ≥ 0.70. + +Return JSON: +{ "citations": [...], "ΔS": 0.xx, "λ_state": "<>", "coverage": 0.xx, "next_fix": "..." } +```` + +--- + +## Common fails and minimal fixes + +* Mixed metrics or analyzers after deploy + Fix: rebuild with a single metric and analyzer. + See [Retrieval playbook](https://github.com/onestardao/WFGY/blob/main/ProblemMap/retrieval-playbook.md) + +* Fragmented store, anchors missing + Fix: re-chunk with anchor tests. + See [Chunking checklist](https://github.com/onestardao/WFGY/blob/main/ProblemMap/chunking-checklist.md) · + [Vectorstore fragmentation](https://github.com/onestardao/WFGY/blob/main/ProblemMap/patterns/pattern_vectorstore_fragmentation.md) + +--- + +### 🔗 Quick-Start Downloads (60 sec) + +| Tool | Link | 3-Step Setup | +|------|------|--------------| +| **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 + \” | +| **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 | + +--- + +### 🧭 Explore More + +| Module | Description | Link | +|-----------------------|----------------------------------------------------------|----------| +| WFGY Core | WFGY 2.0 engine is live: full symbolic reasoning architecture and math stack | [View →](https://github.com/onestardao/WFGY/tree/main/core/README.md) | +| Problem Map 1.0 | Initial 16-mode diagnostic and symbolic fix framework | [View →](https://github.com/onestardao/WFGY/tree/main/ProblemMap/README.md) | +| Problem Map 2.0 | RAG-focused failure tree, modular fixes, and pipelines | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/rag-architecture-and-recovery.md) | +| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | [View →](https://github.com/onestardao/WFGY/blob/main/ProblemMap/SemanticClinicIndex.md) | +| Semantic Blueprint | Layer-based symbolic reasoning & semantic modulations | [View →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint/README.md) | +| Benchmark vs GPT-5 | Stress test GPT-5 with full WFGY reasoning suite | [View →](https://github.com/onestardao/WFGY/tree/main/benchmarks/benchmark-vs-gpt5/README.md) | +| 🧙‍♂️ Starter Village 🏡 | New here? Lost in symbols? Click here and let the wizard guide you through | [Start →](https://github.com/onestardao/WFGY/blob/main/StarterVillage/README.md) | + +--- + +> 👑 **Early Stargazers: [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)** — +> Engineers, hackers, and open source builders who supported WFGY from day one. + +> GitHub stars ⭐ [WFGY Engine 2.0](https://github.com/onestardao/WFGY/blob/main/core/README.md) is already unlocked. ⭐ Star the repo to help others discover it and unlock more on the [Unlock Board](https://github.com/onestardao/WFGY/blob/main/STAR_UNLOCKS.md). + +
+ +[![WFGY Main](https://img.shields.io/badge/WFGY-Main-red?style=flat-square)](https://github.com/onestardao/WFGY) +  +[![TXT OS](https://img.shields.io/badge/TXT%20OS-Reasoning%20OS-orange?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS) +  +[![Blah](https://img.shields.io/badge/Blah-Semantic%20Embed-yellow?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlahBlahBlah) +  +[![Blot](https://img.shields.io/badge/Blot-Persona%20Core-green?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlotBlotBlot) +  +[![Bloc](https://img.shields.io/badge/Bloc-Reasoning%20Compiler-blue?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlocBlocBloc) +  +[![Blur](https://img.shields.io/badge/Blur-Text2Image%20Engine-navy?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlurBlurBlur) +  +[![Blow](https://img.shields.io/badge/Blow-Game%20Logic-purple?style=flat-square)](https://github.com/onestardao/WFGY/tree/main/OS/BlowBlowBlow) +  +