Create config.py

config.py

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+# Embeddings Configuration
+EMBEDDINGS_MODEL = "sentence-transformers/all-MiniLM-L6-v2"
+
+# Document Processing Configuration
+CHUNK_SIZE = 8192
+CHUNK_OVERLAP = 200
+BATCH_SIZE = 1000
+
+# Retrieval Configuration
+RETRIEVER_K = 3
+
+# File Paths
+JSON_FILE_PATH = "index_training.json"
+VECTORSTORE_PATH = "vectorstore"