Create README.md

README.md

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+## To use the vector store :
+# STEP: I - Download the entire repo (this includes the folder)
+
+```
+repo_id = "sanketsans/Breaking-Bad"
+hf_hub_download(repo_id=repo_id, repo_type="dataset", revision="main", local_dir=local_dir, allow_pickle=True)
+```
+
+
+# STEP: II - Import FAISS and load the indexes
+
+```
+from langchain_community.vectorstores import FAISS
+
+vector_store = FAISS.load_local(
+    "faiss_index", embeds, allow_dangerous_deserialization=True
+)
+```
+
+# STEP: III - Use as retriver / similarity search**
+```
+retriever = vector_store.as_retriever()
+```