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Update README.md

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rag_tutorials/wfgy_rag_failure_clinic/README.md
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@@ -27,9 +27,9 @@ It is a compact **clinic app** that demonstrates a pattern you can adapt in your
This tutorial expects the following files in `rag_tutorials/wfgy_rag_failure_clinic`:
- `README.md` ← this file
- `wfgy_rag_failure_clinic.py` ← minimal interactive CLI / Colab-friendly script
- `requirements.txt` ← Python dependencies
- `README.md` ← this file
- `wfgy_rag_failure_clinic.py` ← minimal interactive CLI / Colab-friendly script
- `requirements.txt` ← Python dependencies
You do **not** need to copy any WFGY content into this repo.
The script loads it directly from the public WFGY GitHub repo:
@@ -61,7 +61,7 @@ cd rag_tutorials/wfgy_rag_failure_clinic
pip install -r requirements.txt
````
Example `requirements.txt`:
Minimal `requirements.txt`:
```text
openai>=1.6.0
@@ -76,6 +76,8 @@ export OPENAI_API_KEY="sk-..."
# export OPENAI_BASE_URL="https://your-proxy.example.com/v1"
```
> Tip: If you prefer Colab, you can also copy the entire `wfgy_rag_failure_clinic.py` file into a single Colab cell and run it there. The script is Colab-friendly out of the box.
---
## 🧩 WFGY 16 Problem Map reference
@@ -172,16 +174,16 @@ $ python wfgy_rag_failure_clinic.py
Loaded WFGY assets. Ready to debug.
Choose an example or paste your own:
[1] Example 1 — retrieval hallucination (No.1 style)
[2] Example 2 — bootstrap ordering / infra race (No.14 style)
[3] Example 3 — secrets / config drift (No.16 style)
[1] Example 1 - retrieval hallucination (No.1 style)
[2] Example 2 - bootstrap ordering / infra race (No.14 style)
[3] Example 3 - secrets / config drift (No.16 style)
[p] Paste my own RAG / LLM bug
Your choice: 1
Running diagnosis with model: gpt-4o ...
Primary Problem Map match: No.1 — hallucination & chunk drift
Secondary candidate: No.8 — debugging is a black box
Primary Problem Map match: No.1 - hallucination & chunk drift
Secondary candidate: No.8 - debugging is a black box
Why:
- Retrieved chunks explicitly say only cards and PayPal are supported.
@@ -443,6 +445,7 @@ def main():
if __name__ == "__main__":
main()
```
---
@@ -455,3 +458,4 @@ if __name__ == "__main__":
to demonstrate how a **failure taxonomy** can be plugged into an LLM debugging tool.
You are free to adapt this pattern to your own taxonomies, evaluation suites, or internal incident post-mortems.