Updates

README.md

@@ -73,3 +73,41 @@ These features will be integrated into the same RAG pipeline so the model can re
 
 Set secrets in your Space:
 
+
+### 📜 Model Licensing & Notices
+
+This application uses Google’s Gemma-2-2B-IT model served via the Hugging Face Inference API.
+
+🔖 Required Notice (Gemma Terms, Section 3.1)
+
+Gemma is provided under and subject to the Gemma Terms of Use found at:
+https://ai.google.dev/gemma/terms
+
+📘 Terms of Use
+
+By using this Space, you agree that Gemma is governed by the Gemma Terms of Use and the Gemma Prohibited Use Policy:
+
+Gemma Terms of Use: https://ai.google.dev/gemma/terms
+
+Prohibited Use Policy: https://ai.google.dev/gemma/prohibited_use_policy
+
+⚠️ Compliance Statement
+
+In accordance with Section 3 of the Gemma Terms of Use:
+
+This Space does not provide or distribute Gemma model weights.
+
+This Space does not modify Gemma or create Model Derivatives.
+
+This Space does not train or fine-tune another model using Gemma outputs.
+
+This Space only uses Gemma for inference through the Hugging Face Hosted API.
+
+This Space does not store or reuse model outputs to train other models.
+
+No endorsement by Google is implied.
+
+🧍 Personal / Educational Use
+
+This is a personal project, intended solely for educational and career-analysis purposes.
+Users are solely responsible for how they use the outputs.

rag/retieval.py

@@ -1,4 +1,5 @@
 import os
+import sys
 from langchain_community.vectorstores import FAISS
 from langchain_community.embeddings import HuggingFaceEmbeddings