From 227477416f87f34ec7947f7ab18fc7520d526008 Mon Sep 17 00:00:00 2001
From: Baljinder Hothi <140272774+BaljinderHothi@users.noreply.github.com>
Date: Thu, 15 May 2025 22:36:23 -0400
Subject: [PATCH 1/4] Update requirements.txt

---
 api/requirements.txt | 1 +
 1 file changed, 1 insertion(+)

diff --git a/api/requirements.txt b/api/requirements.txt
index 35b113d..dc8bbb3 100644
--- a/api/requirements.txt
+++ b/api/requirements.txt
@@ -4,3 +4,4 @@ transformers>=4.51.0
 torch
 supabase
 python-dotenv
+gunicorn

From c1683ebf704a6b14908f6bb0a09937a5a86c83f6 Mon Sep 17 00:00:00 2001
From: Baljinder Hothi <140272774+BaljinderHothi@users.noreply.github.com>
Date: Thu, 15 May 2025 22:36:48 -0400
Subject: [PATCH 2/4] Update requirements.txt

---
 api/requirements.txt | 1 +
 1 file changed, 1 insertion(+)

diff --git a/api/requirements.txt b/api/requirements.txt
index dc8bbb3..3f2473e 100644
--- a/api/requirements.txt
+++ b/api/requirements.txt
@@ -5,3 +5,4 @@ torch
 supabase
 python-dotenv
 gunicorn
+uvicorn

From 3905dedd8295449fc306c3f8ac416728e027308d Mon Sep 17 00:00:00 2001
From: Baljinder Hothi <140272774+BaljinderHothi@users.noreply.github.com>
Date: Thu, 15 May 2025 23:17:08 -0400
Subject: [PATCH 3/4] fallback for local testing

---
 api/app.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/api/app.py b/api/app.py
index 3fe575d..563cdff 100644
--- a/api/app.py
+++ b/api/app.py
@@ -159,5 +159,6 @@ def analyze_product_review(
 
 
 if __name__ == "__main__":
-   import uvicorn
-   uvicorn.run(app, host="0.0.0.0", port=8000)
+    import uvicorn
+    port = int(os.environ.get("PORT", 8000))  # fallback for local testing
+    uvicorn.run(app, host="0.0.0.0", port=port)

From 197c1de2adb844f31d7192d69e7e1f8c309b75be Mon Sep 17 00:00:00 2001
From: Baljinder Hothi <140272774+BaljinderHothi@users.noreply.github.com>
Date: Thu, 15 May 2025 23:18:22 -0400
Subject: [PATCH 4/4] Update app.py

---
 api/app.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/api/app.py b/api/app.py
index 563cdff..37ee932 100644
--- a/api/app.py
+++ b/api/app.py
@@ -32,16 +32,16 @@
 supabase: Client = create_client(url, key)
 
 
-tokenizer = AutoTokenizer.from_pretrained("cardiffnlp/twitter-roberta-base-sentiment")
-model = AutoModelForSequenceClassification.from_pretrained("cardiffnlp/twitter-roberta-base-sentiment")
+tokenizer = AutoTokenizer.from_pretrained("distilbert-base-uncased-finetuned-sst-2-english")
+model = AutoModelForSequenceClassification.from_pretrained("distilbert-base-uncased-finetuned-sst-2-english")
+#changed these for render storage situations
 sentiment_pipeline = pipeline("sentiment-analysis", model=model, tokenizer=tokenizer)
 
 
 #LABEL_0 -> negative, LABEL_1 -> neutral, LABEL_2 -> positive
 label_mapping = {
-   "LABEL_0": "negative",
-   "LABEL_1": "neutral",
-   "LABEL_2": "positive"
+    "LABEL_0": "negative",
+    "LABEL_1": "positive"
 }