From 7214742dc3c122b4723d525980843668c9fdfa29 Mon Sep 17 00:00:00 2001
From: Ryan Melvin <rmelvin@uabmc.edu>
Date: Wed, 24 May 2023 10:37:06 -0500
Subject: [PATCH] Azure embeddings
---
app.py | 10 +++++++++-
1 file changed, 9 insertions(+), 1 deletion(-)
diff --git a/app.py b/app.py
index ef00e29..9434d91 100644
--- a/app.py
+++ b/app.py
@@ -98,7 +98,15 @@ chat = AzureChatOpenAI(
temperature=0
)
# Load vectorstore
-embedding = OpenAIEmbeddings()
+embedding = OpenAIEmbeddings(
+ deployment="AdaEmbedding2",
+ model="text-embedding-ada-002",
+ openai_api_base="https://nlp-openai-svc.openai.azure.com",
+ openai_api_type="azure",
+ openai_api_key=OPENAI_API_KEY,
+ chunk_size=1
+ )
+
vectordb = FAISS.load_local("faiss_index", embedding)
docsearch = vectordb.as_retriever()
--
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