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Author:
None
License:
Apache-2.0
Summary:
Failure Intelligence Engine — adversarial detection + hallucination monitoring for LLMs. PAIR v4 classifier (97.18% TPR on held-out unknown attacks), 11-layer parallel pipeline, three-zone routing, FSV feature ablation (10/560 features dominate), TruthfulQA hallucination harness, hard-positive collection pipeline, Romanised multilingual detection. Works fully offline or with a server.
Latest version:
1.14.0
Required dependencies:
deep-translator
|
langdetect
|
requests
Optional dependencies:
anthropic
|
deep-translator
|
fastapi
|
httpx
|
joblib
|
langdetect
|
langgraph
|
openai
|
pandas
|
pymongo
|
pytest
|
python-dotenv
|
ruff
|
scikit-learn
|
sentence-transformers
|
slowapi
|
uvicorn
|
xgboost
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