Update app.py

Add complete case text

app.py

@@ -3,6 +3,7 @@ from huggingface_hub import InferenceClient, login, snapshot_download
 from langchain_community.vectorstores import FAISS
 from langchain_huggingface import HuggingFaceEmbeddings
 import os
+import pandas as pd
 
 
 """
@@ -21,6 +22,8 @@ embeddings = HuggingFaceEmbeddings(model_name="intfloat/multilingual-e5-small")
 
 vector_db = FAISS.load_local("faiss_index", embeddings, allow_dangerous_deserialization=True)
 
+df = pd..read_csv("bger_cedh_db 1954-2024.csv")
+
 def respond(
     message,
     history: list[tuple[str, str]],
@@ -42,10 +45,12 @@ def respond(
     context = ""
 
     for doc in documents:
+        case_text = df[df["case_url"] == doc.metadata["case_url"]].case_text.values[0]
+        
         context += "Case number: " + doc.metadata["case_nb"] + spacer
         context += "Case date: " + doc.metadata["case_date"] + spacer
         context += "Case url: " + doc.metadata["case_url"] + spacer
-        context += "Case chunk: " + doc.page_content + spacer
+        context += "Case text: " + case_text + spacer
     
     message = f"""
 A user is asking you the following question: {message}