From 96957913b3e8a2d554d90b6592d3d6b29ff6ac21 Mon Sep 17 00:00:00 2001
From: Siraj R Aizlewood <siraj@aurelio.ai>
Date: Wed, 31 Jan 2024 10:25:38 +0400
Subject: [PATCH] Created Folders and Files

---
 semantic_router/splitters/__init__.py        | 0
 semantic_router/splitters/base.py            | 0
 semantic_router/splitters/cav_sim.py         | 4 ++++
 semantic_router/splitters/consecutive_sim.py | 3 +++
 semantic_router/splitters/cumulative_sim.py  | 3 +++
 5 files changed, 10 insertions(+)
 create mode 100644 semantic_router/splitters/__init__.py
 create mode 100644 semantic_router/splitters/base.py
 create mode 100644 semantic_router/splitters/cav_sim.py
 create mode 100644 semantic_router/splitters/consecutive_sim.py
 create mode 100644 semantic_router/splitters/cumulative_sim.py

diff --git a/semantic_router/splitters/__init__.py b/semantic_router/splitters/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/semantic_router/splitters/base.py b/semantic_router/splitters/base.py
new file mode 100644
index 00000000..e69de29b
diff --git a/semantic_router/splitters/cav_sim.py b/semantic_router/splitters/cav_sim.py
new file mode 100644
index 00000000..67afac63
--- /dev/null
+++ b/semantic_router/splitters/cav_sim.py
@@ -0,0 +1,4 @@
+
+"""
+cav_sim stands for "cumulative average vector similarity", as in this code the cumulative average of the embedding vectors are compared to the next embedding vector. 
+"""
\ No newline at end of file
diff --git a/semantic_router/splitters/consecutive_sim.py b/semantic_router/splitters/consecutive_sim.py
new file mode 100644
index 00000000..892f7d18
--- /dev/null
+++ b/semantic_router/splitters/consecutive_sim.py
@@ -0,0 +1,3 @@
+"""
+Called "consecutive sim" because we check the similarities of consecutive document embeddings (compare ith to i+1th document embedding).
+"""
\ No newline at end of file
diff --git a/semantic_router/splitters/cumulative_sim.py b/semantic_router/splitters/cumulative_sim.py
new file mode 100644
index 00000000..7c7c35b7
--- /dev/null
+++ b/semantic_router/splitters/cumulative_sim.py
@@ -0,0 +1,3 @@
+"""
+Called "cumulative sim" because we check the similarities of the embeddings of cumulative concatenated documents with the next document.
+"""
\ No newline at end of file
-- 
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