From 31771b141b77d825f83c46ce901b36397ac88d6e Mon Sep 17 00:00:00 2001
From: Gustaf Rydholm <gustaf.rydholm@gmail.com>
Date: Fri, 5 Apr 2024 00:23:40 +0200
Subject: Update README

---
 README.md | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 7fcb167..d1b4a0f 100644
--- a/README.md
+++ b/README.md
@@ -75,20 +75,28 @@ print(I[:5])                   # neighbors of the 5 first queries
 print(I[-5:])                  # neighbors of the 5 last queries
 ```
 
-I need to figure out the vector dim of the mxbai model.
+I need to figure out the vector dim of the mxbai model. -> 1024
 
 4. Use Postgres as a persisted kv-store
 
 Save index of chunk as key and value as paragraph.
 
 5. Create user input pipeline
+
 5.1 Create search prompt for document retrieval
+
 5.2 Fetch nearest neighbors as context
+
 5.3 Retrieve the values from the document db
+
 5.4 Add paragraphs as context to the query
+
 5.5 Send query to LLM
+
 5.6 Return output
+
 5.7 ....
+
 5.8 Profit
 
 ### Frontend (Low priority)
-- 
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