From 72f8320e34484db1d842d716249eedf7d1c77829 Mon Sep 17 00:00:00 2001
From: subham <nsubham114@gmail.com>
Date: Wed, 26 Nov 2025 07:15:07 +0530
Subject: [PATCH] adding Dockerfile along with model

---
 Dockerfile       |  12 ++++++++++++
 encoders.pkl     | Bin 0 -> 631 bytes
 flagged/log.csv  |   2 ++
 model.pkl        | Bin 0 -> 2222 bytes
 requirements.txt |   1 +
 5 files changed, 15 insertions(+)
 create mode 100644 Dockerfile
 create mode 100644 encoders.pkl
 create mode 100644 flagged/log.csv
 create mode 100644 model.pkl

diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..ba90a28
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,12 @@
+FROM python:3.11-slim
+ 
+WORKDIR /app
+ 
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+ 
+COPY . .
+ 
+EXPOSE 7860
+ 
+CMD ["python", "app.py"]
diff --git a/encoders.pkl b/encoders.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..c631dd0d8244d022b053cda88cf3fae5ecbfd4bc
GIT binary patch
literal 631
zcma))!B5*T6vioSDPus9*u-Ura$}knY1?Ht1dIx3DNvAhnj*(}i`^!6WIJq?Kw<~9
zA^FDJ-#cDXK%6FgNb;WF_xbl;eAW1y&dyZp5;y!}ZuAJa3*96K^l$7q1!h!`8=xHy
z)=HHGVag&%(J%JP_pahP27|Zw_7|2W^E_qNf(_BXRz;Ri0<H}NS&=%)jA0W}h6cD+
z)|rAkQu=09h`y!bX~`}2X0CCk7U6Fk;zqC5Yh0sv>6>wdMv~d1&v^4^x?A_P3mgmv
z2mfeQkKU%k=;j;Y)VGfJ(a#<BJ6m~<erX6SeeYxj)425&qUsAs;8()?mcw%}R%%6P
zAA(Q8M=T=$A_wz5Q~)uG#<W?{5({FfL>27^&^iTc)zOVTnF#dtzWz}XKrD+4%X36W
ztdrpa{3J^Wio-J<=eHq|O3}Fe+-@m$G|YYFz+~jk96YseTF3bKzs}7^*3~Z~rV`zG
z*E!bKB?eAU`smw_SqdfD`&V6N9gUO<&p=six@p<na+iMkn34~5?E&42U}PyZBsBX3
HtO)J^{tE2z

literal 0
HcmV?d00001

diff --git a/flagged/log.csv b/flagged/log.csv
new file mode 100644
index 0000000..d987e54
--- /dev/null
+++ b/flagged/log.csv
@@ -0,0 +1,2 @@
+Project Type,Team Size,Performance Need,Experience Level,output,flag,username,timestamp
+Real-time App,3,High,Expert,🔧 Recommended Tech Stack: Node.js + Redis,,,2025-11-24 15:31:40.554013
diff --git a/model.pkl b/model.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..1bb3da2d3d163f297e7eaef3d34000480179fbf3
GIT binary patch
literal 2222
zcmb_eJ8u&~5I!e%VuyfCL`V<~1%+uWo)HC-ErNu^Nk&4vU#s<bo!xLR?d<_UAVHCY
zNZT<K(DFz4DKtpXQBnc3celhoKs>@0o}1Zu&o_5|T7CJZ?qo;LC-;0tW!P4du{QC1
znj|a%z5g8ZL?WW_GRl{YR15`^@B)rJgD23^4NnTiBx-=Ju82^8t|zfC6bez&XNdyc
z2<SsHV6o!R(|ZFEl7t4a&k~ZUf;*v`qf$&|2yR6$8sP&bR=6TVNj-&ONOpNX&)aeI
ztnoc$RHYIV?&&>-H##JY2AO15(r^$3BvDi`)R;G3MG&W$`5LC>Nk$U}BQCS@i@<2m
z@VuB%Kjw5qX>SpegfzfH&?V^kFb(3hwiij(4pLtUDkWV5Jxe6>qA*c1^%V9_*D^)W
z)8Qajc>%7o4$GB3Y{DgIxfQp%4tzn^25K#4#$@8+Y1n$6-%jevW9apI7rx@je%y|N
z{?;8F$ZRa5Rpu#@8R~{&6iXM67>*%k65GPq0Q3xdh@4=d$AF=&-V=WBVpfb>)iWW9
zQWd8vA!Zu&0u==Kety8@%MaRYYsehZ6JjjKGo>6IljCyBj;>NXOcZpopw)tcNegq>
z4!ciJB_8#u!5=@hT(4Qp4Q!g;J&FX(xT<Rg%{Z62adaCgV$(nx9l6yX%c)>Fr?y4{
zU@C6K6pNVWjjT6_F5*RLsK9ODKr^uY=&6x4X7cLN$?fU!!@ZWC@!3!jj|(5Cu}fwc
zFSzLfS~xMq5!F00I&}+KFtal8>=uDu$d`l-Ncm<i5V*793R#JWif}Q83j1oRxK<t*
zUmAy$8JFv90Kd*Xw~q7%(k9ZI#&S3^>YrLJqUJ5W>K;OR8!cN%?;w8^>0RR?JvP>o
zF*s+jPj5i#c5xS)1~_NC2$V8rET046bLaIdb3S$~GIII8ZUGd>EX?TnQZU8+TdOzj
z_fyBp%NVutoW3jcK6EUGb9u9C^+scx=f90_>zc9-$LQzI)hp(_@7O%^>w4F!?KJ*$
z;i&j-ICgh)vF+2l&bZw9Z}E4UfA&t9x=;NSKMg<GRs>sZ6Zq=ZS^gaYwyNJz+heO|
z`7$lvTfR)oc9yq#|H}W$?sxJ(y)WyP^R@Te)J!Gq>n17Q)8syr=1&KHD37&Iw2wpD
GZ+`>k@r&dD

literal 0
HcmV?d00001

diff --git a/requirements.txt b/requirements.txt
index a69c1d8..be3a777 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,3 +2,4 @@ scikit-learn==1.3.2
 pandas==2.1.4
 numpy==1.26.4
 gradio==4.44.1
+huggingface-hub==0.25.1