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5.2 KiB
5.2 KiB
RAG — Global Fix Map
A focused hub for Retrieval-Augmented Generation failures.
Use this folder when answers exist in the corpus but retrieval or evaluation drifts. Each page gives precise guardrails, measurable acceptance targets, and direct links to structural fixes.
When to use this folder
- Correct facts exist in the corpus but never appear in answers.
- Citations break, hallucinations creep in, or snippets drift.
- Hybrid retrievers perform worse than single retrievers.
- Index looks healthy but coverage remains low.
- Evaluation metrics vary wildly across identical runs.
Acceptance targets
- ΔS(question, retrieved) ≤ 0.45
- Coverage of target section ≥ 0.70
- λ remains convergent across 3 paraphrases and 2 seeds
- Eval variance ≤ 0.05 across 5 replays
Quick routes to per-page guides
- Retrieval drift → retrieval_drift.md
- Hallucination in RAG → hallucination_rag.md
- Citation breaks → citation_break.md
- Hybrid retriever failure → hybrid_failure.md
- Index skew → index_skew.md
- Context drift → context_drift.md
- Entropy collapse → entropy_collapse.md
- Eval drift → eval_drift.md
🔗 Quick-Start Downloads (60 sec)
| Tool | Link | 3-Step Setup |
|---|---|---|
| WFGY 1.0 PDF | Engine Paper | 1️⃣ Download · 2️⃣ Upload to your LLM · 3️⃣ Ask “Answer using WFGY + ” |
| TXT OS (plain-text 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 → |
| Problem Map 1.0 | Initial 16-mode diagnostic and symbolic fix framework | View → |
| Problem Map 2.0 | RAG-focused failure tree, modular fixes, and pipelines | View → |
| Semantic Clinic Index | Expanded failure catalog: prompt injection, memory bugs, logic drift | View → |
| Semantic Blueprint | Layer-based symbolic reasoning & semantic modulations | View → |
| Benchmark vs GPT-5 | Stress test GPT-5 with full WFGY reasoning suite | View → |
| 🧙♂️ Starter Village 🏡 | New here? Lost in symbols? Click here and let the wizard guide you through | Start → |
👑 Early Stargazers: See the Hall of Fame
⭐ WFGY Engine 2.0 is already unlocked. ⭐
