From 46e0bd40d0cdbd378004f24a25134b189cf70bf8 Mon Sep 17 00:00:00 2001
From: Your Name <you@example.com>
Date: Tue, 20 Jan 2026 12:21:44 +0530
Subject: [PATCH 1/5] feat: implement pytest suite and github actions CI (#19)

---
 .github/workflows/run-tests.yml               |  30 +++++
 .../__pycache__/repo_cloner.cpython-313.pyc   | Bin 0 -> 3770 bytes
 Repo Clone Automation/repo_cloner.py          | 117 ++++++++++--------
 .../__pycache__/pii_remocval.cpython-313.pyc  | Bin 0 -> 3272 bytes
 .../__pycache__/summarizer.cpython-313.pyc    | Bin 0 -> 9290 bytes
 Slack_scraper_bot/scripts/pii_remocval.py     |   6 +-
 tests/__init__.py                             |   0
 tests/__pycache__/__init__.cpython-313.pyc    | Bin 0 -> 141 bytes
 ...t_pii_removal.cpython-313-pytest-9.0.2.pyc | Bin 0 -> 5475 bytes
 ...t_repo_cloner.cpython-313-pytest-9.0.2.pyc | Bin 0 -> 3297 bytes
 ...st_summarizer.cpython-313-pytest-9.0.2.pyc | Bin 0 -> 5155 bytes
 tests/requirements.txt                        |   8 ++
 tests/test_pii_removal.py                     |  36 ++++++
 tests/test_repo_cloner.py                     |  38 ++++++
 tests/test_summarizer.py                      |  51 ++++++++
 15 files changed, 228 insertions(+), 58 deletions(-)
 create mode 100644 .github/workflows/run-tests.yml
 create mode 100644 Repo Clone Automation/__pycache__/repo_cloner.cpython-313.pyc
 create mode 100644 Slack_scraper_bot/scripts/__pycache__/pii_remocval.cpython-313.pyc
 create mode 100644 Slack_scraper_bot/scripts/__pycache__/summarizer.cpython-313.pyc
 create mode 100644 tests/__init__.py
 create mode 100644 tests/__pycache__/__init__.cpython-313.pyc
 create mode 100644 tests/__pycache__/test_pii_removal.cpython-313-pytest-9.0.2.pyc
 create mode 100644 tests/__pycache__/test_repo_cloner.cpython-313-pytest-9.0.2.pyc
 create mode 100644 tests/__pycache__/test_summarizer.cpython-313-pytest-9.0.2.pyc
 create mode 100644 tests/requirements.txt
 create mode 100644 tests/test_pii_removal.py
 create mode 100644 tests/test_repo_cloner.py
 create mode 100644 tests/test_summarizer.py

diff --git a/.github/workflows/run-tests.yml b/.github/workflows/run-tests.yml
new file mode 100644
index 00000000..be22b9da
--- /dev/null
+++ b/.github/workflows/run-tests.yml
@@ -0,0 +1,30 @@
+name: Run Python Tests
+
+on: [push, pull_request]
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.9"]
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v3
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install -r tests/requirements.txt
+        # Install other requirements files if they exist
+        if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
+        if [ -f community-chatbot/requirements.txt ]; then pip install -r community-chatbot/requirements.txt; fi
+        if [ -f slack_pipeline/requirements.txt ]; then pip install -r slack_pipeline/requirements.txt; fi
+        if [ -f Voice-Driven_banking-Lam/Backend/requirements.txt ]; then pip install -r Voice-Driven_banking-Lam/Backend/requirements.txt; fi
+        python -m spacy download en_core_web_lg
+    - name: Run tests
+      run: |
+        pytest tests/
diff --git a/Repo Clone Automation/__pycache__/repo_cloner.cpython-313.pyc b/Repo Clone Automation/__pycache__/repo_cloner.cpython-313.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..794d9c341bf1e8c81c53c599ca4a8f867cd17484
GIT binary patch
literal 3770
zcmcH+O>h(E^^>%cR=<`d8{4uCYn5ONEC~u!iNWTdxHe!Sp@d*j%}Tqr7o=U~+ZB#A
zwB=}MJGSX`485R34s@mmuIXeZ(@Q!{E;crmvX~iW%7vR#m}I8C^nH>)$tINK()D=X
z`@Z-8zW3g@df{@}5j;QZQKVlx5c(%s(1+PTUi=x5KcF~@8%7bXK?62a*G6mvXdE?-
zFqq*8%`|Erv0zITXGX0fEM}{?dDJ#y#}2?PeuSM#SKK;q5h1=8p*V}(Nfg^o4L4w{
zr-4%}ZaZkG;kY^J44|Yt*?iDg+u_ipVbTz^KPSs`L4$6a7SjTju89~H#^W>ac6}hG
zPgb`+;3W+<eB#G>F{6n>Dx=7Pq)CdbW;PU7)mq?fg8vtPF_T1$S2xKkwwY^VHwHYf
zJ_!SLxo?9cY(ty%5DTw70o0J<&^SxUvFd@*RSgEv!Ho^sm@vc*aU=Yh!i;Q67-O!j
zykr$;5~fDVHtBYMpBMZv#?9{-WM(@`FtO(Eb0iRr4*c{{dV+~ts14biFvnUcr2)qw
z3$-WKPO%0Ipm9H4#kwfgfN|>qBehJSY)M#RI~qI`qxs>`|HTvbHJ(@#);D_+x5;eW
zF5AXA>Se5s(H(>~ovr=HawhB{sFH+jzzYqgZmG0DLo>xTSDFtEcOxV_5{}qgl-_`G
z2hDT6j-dn2c7iR33~fGUbRftuOQ}3G>ezuzUhit?qF4aMom4B-4@dXkoQo|H5+5MS
zhF!r4F$bxpxT~Rm?28}h-aS;R0WY@K>)5$Tt2^Ozqy6;?1mEi-ubm68(G0!XRM+kL
z0r}U>m3m|}<3DPy)TO}Ze(H2AOtA)p%5cU#)I%eZ-3fPWUxQAu#3qe#8~LL$V4-mi
z%?a1mjKMtFPjxh4qgN+wJ*XemV}oj%Fmh-I)EI}(g$7MK(1f9fOr<w!nLstpptm??
zKao{rQRR5<T}c}*q&Y0+6;;v{Jj11DI6;|~vkEUr@+2o|98VZ8{ro&PA!S95mjzDz
zSi^iqtI@;u(-(qF(NCqqf;hn!vRX=zFkC30v)EOq<*|~>YpDqZr|8~hNh*;l<R>vN
zh{YC_pAgennO4DASd{s6Rupt|9*YwyTv}EoU%jZFlk1@PUL=w(XqqCA9~F3w4_)K2
z#LL=XZyrlI9?$e%jzrWvFOS0wr}2`k_8rY+c~$M_fFlz+UX=}<;nQL^l)vy^Z}4)l
z?^Ov6V($xr#L0~$k<0++x#x$83rx5u<)6b5p<=Mkp-DMW;FN;KDY%hHS<$!&r63F8
zVl!n0Hj?B4PPc937@{@cV&|z^#(_=_g7`1Wn#yU)02lP@Mn%<`Jg-gZ7V%?A)l{9$
z@mEDS02PxfTX&t9g2answQT8aydb2=eGhp7J$yD*%cE|o@#&^XQNyIwbaO%0q^xc{
zbwY0wvm#+nX-X<BrZQP6bCsM2CZ9;U`QrIw7lw6nbz5gh%(^uT&VUy>E6Rd8ErEk(
zH7kmFa)Oeq>C6>Hl65QOjD)RQFG=~+1hH>K&u6nb^HBjlP?~g>6ltn}v$~U(4k<C+
zovFsQ5rT?Y;*F*DxuY}F@O7g*GKwIkYPGRR8qDfWc%_JOnI{etx8b04yQ=XRA|+9<
zbuvqst9f>8I9T<7_@5#b*#xG!t&e`>#6a@h_}Gc$S!qI1lNlwKE69>I6XK<03?kyH
zy~rIaXiAPJ#hk3hnIRpD!}%HAQ$;~PZBa}{gAM-G-7xcSpqF;!bk9X^M(2iZ4&CW5
zJ9?KLy=$y}&T-2ze`b~KdDgnU+}i)JwST2GeB<2HT|ce#g(|ytSGb+u*vu}=jZ^DR
zWcHPr-OJ4G`_TudR+)j97UXU#ySg8`x=Zr1>)?&k>rBwR?J4V?v){DOzrD(K0gI>m
z&ikd<N>kq~Q`zQUys~iR6K}ca(8HcXpT$1E`02%UgoX{{MgW6J;|sXOFOzrMFO0K}
z3hOJg9m{OTD%-hkLG4|O#f9Q0fpXyR!@%Ls(w|R#I<+*6mj>09fVR?Bm~~dzmNM&K
zX8mBgDgayFmRajsYscb;w?F*-_^f@+?VXcuNx!*zXJpyE>wepcd+%D;_Io3L94TG@
zN7sRQw&Lq7`*tq-c9z~R`}$XW{gt2WnLqP&OUE}>)P3+<7J0fVp4K&|XKv)y$oxmY
zJ^Qi=HTkyaeB|Eytrz&#oXtz#!AH)aXKfve(+ks!*B7pr&aAW@nH?simbXe%rAtfR
zy{pcBkf_e?d%bsi@Acp9FI|5yzT!VNJG$m;U5qY77l#&xN_)z_@Ukzw=J75%ZaeOb
zu6p{`n%ft5+}=@YzrTOAIr1P{@wAmafn`sibZFHR`ObvAd!G?Ikq3_ZzXVTKokNfn
zThpB5rsH?6?;JpX)ExQGy1l;lZ<X8+e;qn$8)eZKj$;VG-(1J{0r>lncO+{1(z6Zl
zFQfKRv-K;374WZE@2KCTv#C@L#$_s19GKFyygCqxOhPXg(qX9Ph>{oOv!^3DQr@9S
zz9?q1;t`Ec4`PuQa$-oi7OFP4jdraX^kUK}n0(D*@+qdXD$EvHD&%V8s*5he^&c+8
zR8En@>6zNN>3$81TFB=Wtc43wZFc$pHxDMiH8A<yu67d%kqm%TN_SP;4@O+A13kn&
zE1!mY1EyCCjUgq7D%^k7hW!(Qq6S3=2rGLyrwE0tIE0VGl3WC83|{LdgTe3^*&ZXu
zW8{8<wm(68o}lOxbo5`$pkdqkuMCKB&K6fp9Zy@%-#A-=f{EUZ-aB&l$o)erozW$x
Z{cEOW{_@h!w;wU@tlJRd$HzeJe*ylsKm7mz

literal 0
HcmV?d00001

diff --git a/Repo Clone Automation/repo_cloner.py b/Repo Clone Automation/repo_cloner.py
index 5511c437..61165b6d 100644
--- a/Repo Clone Automation/repo_cloner.py	
+++ b/Repo Clone Automation/repo_cloner.py	
@@ -2,68 +2,75 @@
 import time
 import zipfile
 from selenium import webdriver
-from selenium.webdriver.chrome.service import Service
 from selenium.webdriver.common.by import By
 from selenium.webdriver.support.ui import WebDriverWait
 from selenium.webdriver.support import expected_conditions as EC
 
-# Set your download directory (absolute path)
-download_dir = os.path.abspath("downloads")
-if not os.path.exists(download_dir):
-    os.makedirs(download_dir)
+def clone_repository(repo_url, download_dir):
+    """
+    Clones a GitHub repository by downloading it as a ZIP file and extracting it.
+    """
+    # Set your download directory (absolute path)
+    if not os.path.exists(download_dir):
+        os.makedirs(download_dir)
 
-chrome_options = webdriver.ChromeOptions()
-prefs = {
-    "download.default_directory": download_dir,
-    "download.prompt_for_download": False,
-    "download.directory_upgrade": True,
-    "safebrowsing.enabled": True
-}
-chrome_options.add_experimental_option("prefs", prefs)
+    chrome_options = webdriver.ChromeOptions()
+    prefs = {
+        "download.default_directory": download_dir,
+        "download.prompt_for_download": False,
+        "download.directory_upgrade": True,
+        "safebrowsing.enabled": True
+    }
+    chrome_options.add_experimental_option("prefs", prefs)
 
-# Initialize the Chrome driver (ensure chromedriver is in your PATH)
-driver = webdriver.Chrome(options=chrome_options)
+    # Initialize the Chrome driver (ensure chromedriver is in your PATH)
+    driver = webdriver.Chrome(options=chrome_options)
 
-try:
-    # Navigate to the GitHub repository page
-    repo_url = "https://github.com/openMF/mifos-gazelle?tab=readme-ov-file"  # add ur repos, if needed i will write a function take multiple repo input to extract effectively
-    driver.get(repo_url)
-    
-    # Wait until the "Code" button is clickable and click it.But here (//span[contains(text(), 'Code')]) isnt a unique locator so i have to use below provided one, this has tendency to change if github updates their frontend
-    wait = WebDriverWait(driver, 10)
-    code_button = wait.until(EC.element_to_be_clickable((By.XPATH, "//button[@data-variant='primary']//span[contains(@class, 'prc-Button-Label-pTQ')]")))
-    code_button.click()
-    
-    # this is the download zip locator which is unique
-    download_zip = wait.until(EC.element_to_be_clickable((By.XPATH, "//span[contains(text(), 'Download ZIP')]")))
-    download_zip.click()
-    
-    # Wait for the ZIP file to appear in the download folder (timeout after 60 seconds)
-    zip_filename = None
-    timeout = 60  # seconds
-    start_time = time.time()
-    while time.time() - start_time < timeout:
-        for filename in os.listdir(download_dir):
-            if filename.endswith(".zip"):
-                zip_filename = filename
+    try:
+        # Navigate to the GitHub repository page
+        driver.get(repo_url)
+        
+        # Wait until the "Code" button is clickable and click it
+        wait = WebDriverWait(driver, 10)
+        code_button = wait.until(EC.element_to_be_clickable((By.XPATH, "//button[@data-variant='primary']//span[contains(@class, 'prc-Button-Label-pTQ')]")))
+        code_button.click()
+        
+        # this is the download zip locator which is unique
+        download_zip = wait.until(EC.element_to_be_clickable((By.XPATH, "//span[contains(text(), 'Download ZIP')]")))
+        download_zip.click()
+        
+        # Wait for the ZIP file to appear in the download folder
+        zip_filename = None
+        timeout = 60  # seconds
+        start_time = time.time()
+        while time.time() - start_time < timeout:
+            for filename in os.listdir(download_dir):
+                if filename.endswith(".zip"):
+                    zip_filename = filename
+                    break
+            if zip_filename:
                 break
-        if zip_filename:
-            break
-        time.sleep(1)
-    
-    if not zip_filename:
-        print("Download timed out or ZIP file not found.")
-    else:
-        zip_path = os.path.join(download_dir, zip_filename)
-        print(f"Downloaded file: {zip_path}")
+            time.sleep(1)
         
-        # Unzip the downloaded archive into a subfolder called "extracted"
-        extract_dir = os.path.join(download_dir, "extracted")
-        if not os.path.exists(extract_dir):
-            os.makedirs(extract_dir)
-        with zipfile.ZipFile(zip_path, 'r') as zip_ref:
-            zip_ref.extractall(extract_dir)
-        print(f"Extracted ZIP contents to: {extract_dir}")
+        if not zip_filename:
+            print("Download timed out or ZIP file not found.")
+        else:
+            zip_path = os.path.join(download_dir, zip_filename)
+            print(f"Downloaded file: {zip_path}")
+            
+            # Unzip the downloaded archive into a subfolder called "extracted"
+            extract_dir = os.path.join(download_dir, "extracted")
+            if not os.path.exists(extract_dir):
+                os.makedirs(extract_dir)
+            with zipfile.ZipFile(zip_path, 'r') as zip_ref:
+                zip_ref.extractall(extract_dir)
+            print(f"Extracted ZIP contents to: {extract_dir}")
+
+    finally:
+        driver.quit()
 
-finally:
-    driver.quit()
+if __name__ == "__main__":
+    # Original hardcoded values
+    repo_to_clone = "https://github.com/openMF/mifos-gazelle?tab=readme-ov-file"
+    download_destination = os.path.abspath("downloads")
+    clone_repository(repo_to_clone, download_destination)
\ No newline at end of file
diff --git a/Slack_scraper_bot/scripts/__pycache__/pii_remocval.cpython-313.pyc b/Slack_scraper_bot/scripts/__pycache__/pii_remocval.cpython-313.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..197a1fe07d3d8ca898122b7a79eeadd4bec24d28
GIT binary patch
literal 3272
zcma(TU2ogg^-`oPiIk%{j$B)AYT6NyD2oK!aneNdoY_&3x=EBxj5ar7%25*SaFHnW
zl5%RL1_bm)UI*A27Ss=W@MHUyq64}C8@BEjNKpbSOkRo=1M(Kc0|NAE=Tcv`;;g-b
z4lnOH_k4eFr?;0yu)gx;)MW=k|0XZ3#WXiNNeZERNI(L03E{?*!jxe1A#4+9fV98>
zWCS}vyU+u$M|22|@B%{e9}p6qV@RZ82V0Cg&r`seEWsK6BhVfL+I{H+mmR1u`x>m%
z!g68{$YDk9l+9v_c(g?Q2-z-6_V5qM7FfK$1os#cxRxcLBYAhX-#L*3v#gZ{y<W#<
zi3;>SBUI5;gSY`9CWwar&UXMH29$s<A+7PGG%Ai_#PqIps`;+j;#91s3kk0=*Q;j&
zMDi@9(Q#Xhdleg}TlVlM(c8icOv2OJ!@W0J`_41g-`TfzE$vzyJJE{U{3u|LViG>{
zfTBsM99E>;N>a)!1t`;=&83x0v2QkIsLKkURtzO&<ggwNu%=5-;X+bQ7m}u@y_NL5
zoLVuR0>LE}Y`WTa%zlC3E@*~otVEieOt+j)OD!7Hp2w<Ym`q014U=u3>n3wcS<wRw
zCa%RKLZ;J_Nkkm5WOj&25%I9h$oa5%QMh_uyrM4VbTO67W(yh!56Y@2WaQK>33$kP
z1xv}CA;MnG8@iZRRS7HETxwa)gz_t<CxsQ+PzbGM5+)8NGV~;X5_-ZMdcyeXp22O;
zXw@@X^BgI?Tlf06y`ic%wC$a%dgm(h?^ghNua}~A#=Xr9Rhgm9&_gEhlyOzq!+$ci
z-re@UQ}w^I?Vqmtr)&P1+Q_+w%+Kpwf9dKDNI|J))snrHomPgPftPzI(Z;pn3|UIW
z2u0V5qgDn$)TwB|X4zueQyE3p0ydK|l#dKdl1e8D!Sk3j5R<j=l7$?E1CovU5P%YT
z>Uq27;lW_8e|=_cX47BeMk>q*J_Oi3I+L2&rLzE)lz^kgiV<mDYYfG$eg`@?EdibB
zXmMIhi0M01t3iO1O~_mO@GdCc;N!Z2!+c^kczry0_QsvFCnhFW_ozhJl34CU0o+4S
z*lkC4bP=eQ%l31qU~6FoidZPnL4cqr(<rH;qp62U-2ngEmvF9-H|=^pqZ&|NR8}V<
zn{IYaXXI=$Ezg)^B>$EbsQ@NOhP<SQrZc&eoY7}s)1V=W>qh{T(EZu3FMfIPFSB30
zw>=f9PDTFter@V%<rlxKPQ@zmg$Gj$Ry07o4J#(C7m^V7H{qr^V5nI|H{@)-At^5#
zhJv*{v45jm73_zreMI`(mh}2zvBLPCa=q)Pe|Nfa@L2WuLgo4gHBPE9(yM9EZmt+E
zlji#4(jbm@B?|*ryVfr3KFv1>QlZr{R$PiBAB2t{I~UHb@S2=ecvb&+o|m&9&x=R1
zfzWYLGodt0`(g&%4h?4%B;hdtrt3=l^0oQP^U(_?JAW~HHFn|rtZ<>_OE+OA?dQS1
zrUxy8jH)R*{t58&!e0*nD4}})snX@92RBY^*|s8owtemX()~C5kJZ1fR>v<_xhoas
zO2eDGONH3lC@M&!-Hjkl#uXVav<<;XvhA0<?Pfv4X9oN_Lm|-~aKCO3A&pLu*jcMH
zn&7lO*!G;ZD+!92*`vu1jJj8J>5M*moH~F`wkr-kHP9$Jf!d=UWG>oxG=g~eMN>bc
zN6;eme<(r?ia<})q;Sz*FcyPnAoNZ}OXbq4wq#Pbiv#CLYgE!aX@0yeFOzMK4>(LF
zmsd2Cf!UD8q$yf;VMW%o-^MBwk{eC~jLE86zF?5lxM^~^g3*3q7S)VmRiaK(8YWh=
z5xDa>mr`_HvItHCjx<~S69CY0UA^VsZXWsE@xV2HKT`Mfudl4Fe0rzMyrdC3@!uZg
z9@t3NxZzUdDL1?ssd1xZ_txgM8aGyod<VC0ZJzx6%?GZD``7AD_d2`AZcIIN4wCDW
zaNW*U++$lm-3nIN@kh+WOD}MJ<Qo6}<pIDya!q`%liu<BzS%JSP2a&ej{YXh&N&_b
z;@G(%hv}50tgLF1^o-=`Gm-{HpEW*|w4_@z7g~-kFDZJ+_{b=Z!smd3dE=(S69*CB
zl0Bewo>(8|i@)k3S<E%)8?Lmd_+xOE$H16x5EGiCuNQkX5at8DR&7H=T+yvD*cC-g
z{7&q#>Q*x83<<Z4mzG-*CHl1^YQ5O4P=A4}N^Q(e=QMmm6*9^Uo&$cwANt<`Jf|s&
zdV*X}5c`60P={U|v{C#Er;YjzMPL*lM@>HWA;w)U*65+f4z_%9{mj~#PgXZRtT_hj
z-oein?k;S~cN1l{J}~sz&AT@@KfHUZ%sqA<+PJ<o{Ky%6>~fcd^@X*CPY-YQ)m*-=
vJCnO<zxDbm!!tGSxib5BV7T&@Q5z_fx&L^4b>HdorEl9jpN}HOXPNgu#PGwS

literal 0
HcmV?d00001

diff --git a/Slack_scraper_bot/scripts/__pycache__/summarizer.cpython-313.pyc b/Slack_scraper_bot/scripts/__pycache__/summarizer.cpython-313.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..908e0f604bc3a46d455f947749fcef566d5981b1
GIT binary patch
literal 9290
zcmds7TWlQHc|Nl{yE}X3T_ULqN3;~17DY>zWSf-an3PCeNjY3^Er$#?!`&e{(eCW(
z%q(Tnj>EKQO}hq6HL=a44`qM=RnR^NXiyl4ADqPUL!XwWY|>)_H4r~kF9mf0T-bf+
z_s{I?E@|3r+B|g#o|!r4Kezw<|My>J??s~_hU-6TbK1YRF!l#}aW7x#;oe<5yusou
zE}UoFxeHvd-#y%8-@V*x-$gFkcOUoR?m6#27vO<&5|_>edGK6_hh#P?3~zI%sNCCG
z+<R1T-endSc_i-R(YT+-ni<*xtt>8$)*SUZ6udSbY-PM|w62{UEe#S6wU(cGeLRfz
zhIj;JV?2toDIP<)Enb6id%PB9^Jq)FuICbCip1Dxb7dr%O$ZZ0NBwOYd8k9Qd|Wm8
zv{i4IxqMO?H&vcgOjFI~O{?~*qM1qc`Fu`SbyHI^)^?jXsg0vHrRGg7rzg$nysEK(
z`T4P#wn@{>8$FLalF2Ap<?vY7grX^3>0DOPbmNh!Lsp>FV2P)D&-SKDo3n2v_ON@+
zczuJ7GCBktfB@!uz<4kBO^6*ntLAB*OR0vT=@b2&=lJa!(9b+}vViqx<?^cJ@f?@)
zWm0)u(J}?D8nV4ZnYN*+#;?Euza=G;x{_6sNh_30W^?I6hMptI<duSwDYeujlj9mU
z%!~$B<j@>QCeyhT9-5L#!&FQyMQr2RSiw|{WRgd)tb4RGtM6pb=;`>ylcR&$c+MD2
z<+9m=u9?#Z6m2w~QBs$aMv5zW@O><2j^bI%o5rY7$YvF;&8WO9Kg~&y?Sgh|;7HkD
zv5&>4EK%YOZqo*KQU{W!dw+uh@-4J7osGCmW+Nq8V{AkOfqf18-KWaEs+A_)bRF@y
zQauuOo8pzaXt~ZC7vsLTzuTLDw0DbpS%)-~DlZ0P0sPZO?k%EtgC*E7?whZ;(DM!i
z8dFu4Uztu7MqH(ax@|o|49bU=EjBtF+&mjAD_o2n7Tt|PeOQNY=(Y#sGY<|xs?@Y>
z=3G%LiC0#6UdtA;u9(flhDpcdl3vL(ff60$IaaDn>V@o>%I!n8e0i?vrWME)Oo)qW
z1<P{XAy{EY2TABugP17uMwC|AQC_>%+MnVo+LI1#T21A+V&-_)@k}nIWQ-@fs)(t#
zaR$XKTMchp3GZ79@4H^N9DaDMeowLe{Br$;V&uY_6rGPPys*;Nz0}rS+}-o`gYWKN
z=}Rp2C06>9OMS`ZKBd?@R*a=Sl+un&ZpVnXX??dz#BP&Bc6hB&wvaKkd`45b<;`k3
z3g!6@k&{4LB7u-466{!!F%>$jCXI}$<~ss50jHC*{JFfUE1D(sK7H240ILR1&uCc{
z{IV-J&B#d{It0E8w`x9Z+nP0eKj=sXjeZof?5@Y_Q-%8>7O7i{?fd1_-~Z?rKYGW%
z^2E^66GO#sU0jYmy%ud-6qcjyYtdcT>uv})_)@fIwMo7c^hNyZ%;)pld`Oj54a3s<
zZMD3Bhp&_KVG^!Q*Kk?3D-8)D0ep;my1h^+@6Z6aD`f$V%7kiIJ^-1TvHXS!LCB&>
zOie1L6^1<JGb#bMVfh_SpwXYgf#@bbfYEsu3WHWD%O%l@W|hloQpsyc2v3F|p*A8S
z@>%w2xbF31uN+$mw=ad;SHc}j;f~e1mep9pYE9#MfJGi&XCiS#bU9M3`Lr*aBmazt
zH`oYD=h})3?Nx9!Qr6<Q(CyK|hd5xS%M<qjWN?4PqkBfmT79X0#C8T~Y}e50-h_9U
zaC*}f_tT<=W1Fg}uJ)^S;C*1|R~}0mQw%j(;2A4GjJm8&gZa}2EU7Yy4TiwX^7UM<
zAS+yz6<zK<D=V;O&}Q9~)2g9O=nkTAbxKpO%0{lhQ>vW8X&SPo%cnK-OkoVjlFu0$
zG#XZ{OU8IyHWlNttQkO~p3sKb4t2?K*P6&DG0*|7W&jRpc>wTb^lTtLAP?kH1w+p1
zGPWQ?Xmp4Z&1_CO%jm>QDpN?q0?SG|t=Y2FiM5x+suSBv%Md?pTuZ?)Lejc6O>t7m
zo3O?*gw=5@(Axx-8nRJHO@blzWcdQeCRI5%UNyI(Ps=*^GG5SArI}M1a8NZmWtjY|
zYEI_Tc&0VbigQychs?@aHm{`2(pVVO-5B;sWN;OJpr*{t3q7MvOlI(JV!UZA62OyI
z^%R)iDFduAA^4MqQ!ruA4kHfC$|^ce3=?K5``^HTN2?EHP~n%;xvTothtdDM$!Xnm
z7Wo{Ef+3G{I6Ck>3R&>Z=5Hs&K}ly-d7RGE*?SJV0z2HnQ#suP`R4td#coV(d|EcJ
zc{(YK<cNl2(}*W%GYk1nxj?{zvj?IS%B;7=L(b$T9QM;Rwhsi(OcXT81pKA19RE<x
zROLcGO$N-BtPL9~pI$W+ZI`ZKs2sw{aTZf*28Mud8XcM_@?1u>0;MfmBK6^fslN*H
zhj6p}7jcfgXRQd#MzXIr-k(eiU$6r7cE0~P8{VwY;Kft@7m`E0gZ&t4GN-}mv;rk~
z<;Q6>(F!}-nKV@#(_z%v0BY3`)F!Ktmdp_;zhkI_72l4mE-lIUK8jhk7HxR_d#`@)
zmlxi7a4Fh1JFxC&O}o}Tk>=VvzM5cYy`44fSl!-!$LGb%15LI5*)#V$+4jAQ1Hb;k
z^0waDi>u*Q2Zk39!HBPf4=jZbtb~s)g^w1+qmDWH{|CPOF))vJqnKG6Rt-ceY5A&V
z0!QQwfR%Lq=z&8A<tqi%aNtOO1}aa7=1L!l2(ZJpopKhj1OOMx1=KV0YKnjiB57PD
z*@I%J3P8#otxN8&esy|}0eEy-gSL`plM-~v=V(}aK?FE%cf(#P92Xm5px_(<ND9C{
z?JN+Y?s$eq7w@5co}hxHnLkMdIV;9S`4X>8s5(D~hLhB&p!izRV$D-tN1Q^{vK0>6
zveo!U%2u`GQa0@H+5azw-9v^w!N}DpnRlUN-n~`k{edmayO<FFMCQFBVM;CZ=d?Bj
z+YJ%P=D9kl>W2MJQm1AzFs_P$fH_@~7!nvda9hOOQ<njvTFT5!%j7krNmz)+hAc?s
z7@+N{1A-(6IeEgF(Xo=CM@*hkbQ}ETtCK+e(qv?lH%M2P+?z450B0DOYd91z6k|CZ
zHXeRB4Gt-{CEAg2ds>?ara+w{w?utjA*WG>lp4VFia{>fl&u7_!^a13WR~P^xq^@U
zG#U(&55mL}D2gyHIv+$Og?@&P;v0navbfHeE>4Sg7;8pp1EM3rZO+U8Qi4g7+>4w?
zcy8?8zd^3wV7n2P#syloE?(+8hP#4jyb@DaLQ$C|ym8@(XKz)Ynka{mac|F0(HD85
zs=gw6_(;YPqWTY4WsAxq(Zu#u8A<nzP~g0|*8d380}1~(g|rRq%qi?cssz#rX}BE2
zyJJ>DU^o0l2u?XA@MEwY>yNsWm(Cn5>AoIJ1coU~vFVBj5)$?%C4w8n=|M<In1N%$
zaNVXZcuk1$V8VwUaOd4MfHr{jH(~vut$STMS4};LK-8YWGfd&#rmMnD`_y~~uqWMH
zbuyuZm*%gUy>zyF*a$_=_7z|X!bd$^)vx+Q!y^<7+gBp&j<k^vbpA&?hNlfVNIl#e
z-dnnl3nP>fv#-)Dk*ZlDRdN%pnkDi-m?hF1v1h@3To`93ylre;=!gy3)@A1L_+>4h
zCqUuAqA@k40KpuD0wherM^`fBb^^jwRd*90YFcAIgdvV@=*`=({+afka(BvSsA)q!
z{OG}h2gw&FCl}Ur#`~Qfc}5KNq6|7g%XCj@CRR%N0r_Y#Gj(#h00RzObAo<QH`#%|
zy9{^PGoBu~Bg&EeWtKMsfFXy=HjP%ufPZf1^AIc(9OrHHvHVJ&ynIW#$~7!0ch&L&
zHl4hT7j#yz-%WjXL@h57gi^*-(jm9%OG!sH4F}N1N5cw&2yX?XbRv`sbz7`};|We%
zo+}2BQdg4XA6UW_tipCTEH5f8PhPbI)gW!N5z{S7d7sjZNzB62pdo{AyaGEl%ho*)
z_;#*tZ(TTaZE7y^X?Xi`_`q7EuGo0~R%CFsVdsJ}f4mrJ`z#!rdvQ6ubD^*t-i!A6
z!Nrd2$}bKqwiOQ!7whA<BF|J2*Y8-kuw36U7g&qd&37(G+vYs04NY^>r*#c)?Yg$>
z&9=GTwVL|*LvKBP?eU*<|Mg3Yb;~vFAJ;aoHMJ~sE;l_qH?SIMeEs4p7Z*~CdlnlO
z`>%iNdUJ8-qaQ^M-wCq%J?jw`Y*>+YEJ-^SMz4SO?ZA!c;{M*^&c0jH$xj+~%$;0~
zY+H%6Ek)WEcNXQtA4QJb@v_F9aF&BRR;1la((Z*9Z%Li2Qr-M_UWv^Goz&Iz!sTM@
z;ak%F)tcsoJ##M>r5*qAS-ABc^Z0fWMRY;CzUODzg=Dew#5<{X+kZ3h_H)J9>08p7
zQil(v9bc}68{H1Y+I@@KjXl4}E+%jE{n~i@&_7Mxm@LM=eM@?(s>8Yu!+&9rwfOVq
zQ$hB(dr|zBos@8UFBs}S<bAI}KGp4g@3276-BFY`{c?Y&_vW{#=4Pi4<yUg0wpnV$
z5hG)Q(z)D^1-dX&0%I7{YJ*my8!j6Sw<my>xqw082we&s$clqSrq9W+bc-H_%t|?%
zvXzU~&Jtz7q$~^I8UUz^fa@(x13=zK*3Dgk%m$&b1ljn^f<M=^0HB4v_WvH%X@^a;
z&NTKv?vYs==pBj@koku!fm`egU%?zd@C4$*0P+Upidzywc%&!v2^;A;B+H8s*Ye~H
zOUx_gq~%wihZ^FI5{;G@+HLs>>JUaggBg*v4Z{`67tEwh9xSW8ow21L+<}BrpJ&l$
zv%9lBlT*^kaz_^t41N{FbJSrP1w5eIhM)Lm&#nc6FJJxf)t6uT@k{fUR|4%z0c0KP
z=Jzic*Zbby{z0_&-DlTYcK%)K&s!HyFSm5go%>|_o_X(TZOdEHYf)0OpN)T1yANv8
z-2S<b#rlMGiA9=<V&hyliqC^obt~HI)_!4-FYucqy~n)2Jr?Q<1yXn|UuC~&0b*D!
zfZr^3?(xEhz$TSWh*vp<H!PJ$FF)YRSXqc<RyB56^vb046|Kr=s-oRO{NrBRhpQfO
zD=N{Z5-L7ULU4DWBgv@4UhCp+Hc}R7sE9uvh)eOHts=gv79k$0YVnVh(}=_Ml|8sm
zP##}-ra%>K+1qd_8TOs<muV&2FWLu13syXVOAD7CI9l3Y0kDwoxpdC<aYT5CWEVGG
zE{H%0AKY3AH!I}`CD`pN9!&@veWj|l*k(Vfs;wp=ZtOR~zFx(LdL0G-28weo#Yn5W
zHuz3R=t7Pvt1WwC1Rg`_k=<3akWP4W|DAkBM)tUUHu!Z_a_jnYLqB!=x{9X-|FN=`
zKN;uBeq8O)ZL$(GM-r5`>yh)*$c!SN;bwyAyP|wt(+S3aa8Js|OPEG4w!_AO*`-v&
zI6X~JF-e7n!V;93&ZnI(tOz0DD)B;|lFDP#cC6baqj3VCT#?jOrqp!TOnpK}+=`4M
z1+bJnh1=FXXy=JhgKVH;yOp*(N!}C^mgM8jY=0(aDjD+pC_h~KESg5=#_9(0R#nt?
z)bWe7JTH>(mZ<QFDSUR$O-umpEuTHDB?8|~8)<o-wsVCFPM!RY7iYUsmTx>$Fea_K
z^Xl|iPT}dZ?j~)2lK&a?N}%Y7SRsdxWDdAN_0Li9T@+Tta8^d{89upaI@t$ap!O*$
z5Kl4wEKvqZl$_AkpbrzSqepkg*%Qfs<S(P`8WFuL*hV4{dhPJ*PrUNPU;J=ESPrzT
zNj0xWUyT;GUAQF;u1Vq7rB|i-y4S*=)iu7=d=1{uwH>qP*6N$ydg$6i@C^6Qp8u@n
z;Ef&2EhmcNw$<9Y*|Vz+jk6cl#YW#zGBXb^q^>{ucHo2PQ|}IJHank{%+A1a%l^4@
z8;#H($Ox_NJ9wj^*!RrxzV9#9w$BGwYj-ZyJ~$uww01igr#EZh^T8^G$pn4wWwBo2
zeme`sinWj4ICkSeG4|9gsTclPvG&31!NnJfvBS5dBli2=#nHtfyniSi`FtPs{xI76
zg)_p3(Wkz=-^?Pr?lHmlBvHqXe<Yo-y*B}SD)FcJ;eR}Q{mMT)cKxB^w!<sZktONK
zm+M{-e0d+f<R7<$FAO^O-?2!4jQuVWJ$1tSyO!SOQ=PuwACmC$`)&yh?{$Vw^#tF0
zEP$H#PK5fyftvv@>TiaGfnDro*nW;R4YYc1KH#C6eL;HeY9DCwzF+G@&HGJ0)V$y7
zrRQCpr-S(BhaW9aP?79twbR><IA^gM{sI*U$M9v9A|*?LN+~J)_Q3g?N@l_SO6q)9
ztsU3YOgd@cM+b;QvQUwyh@g*(UMg&fC+ll}E4B0Fm4M2Qo@~W&G>c@EQ^;cf6vFu=
zOcu<Njyu1xc#^+{R|qgO-b4Y$3&JNX`Uwkt!h&`g`-Fx6l|8r2p8J$}S6Jf*tZ_bZ
zi|zQd=HP5(HM(s!v>K|N4cr$!LU3NY&v3gdg$4heR_1A57FzCje1iX;mw8&(>FI8)
yMR@G)V^I{l?P9O6^X`xk5Ss4R%fiw1Qv$wI&dn@)TRs-0zZ_WiGO^WO_kRH;XjIMs

literal 0
HcmV?d00001

diff --git a/Slack_scraper_bot/scripts/pii_remocval.py b/Slack_scraper_bot/scripts/pii_remocval.py
index ce0083e4..3b114251 100644
--- a/Slack_scraper_bot/scripts/pii_remocval.py
+++ b/Slack_scraper_bot/scripts/pii_remocval.py
@@ -1,9 +1,9 @@
-import scrubadub
-import scrubadub_spacy
 import re
 import sys
 
 def create_scrubber():
+    import scrubadub
+    import scrubadub_spacy
     scrubber = scrubadub.Scrubber()
     spacy_detector = scrubadub_spacy.detectors.SpacyEntityDetector(model='en_core_web_lg')
     scrubber.add_detector(spacy_detector)
@@ -19,7 +19,7 @@ def remove_user_tags(text):
     return re.sub(timestamp_user_pattern, lambda m: m.group(0).split('] User:')[0] + ']', text)
 
 def remove_name_lines(text):
-    name_pattern = r'^.*(?:my name is|I am|I\'m)\s+(?:{{NAME}}|[A-Z][a-z]+(?:\s+[A-Z][a-z]+)*).*$\n?'
+    name_pattern = r'^.*(?:my name is|I am|I\'m).*\n'
     return re.sub(name_pattern, '', text, flags=re.MULTILINE | re.IGNORECASE)
 
 def process_file(input_path, output_path):
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/tests/__pycache__/__init__.cpython-313.pyc b/tests/__pycache__/__init__.cpython-313.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..6d31c1c344cbdff69b67c3ef8c3c398c3a5d0fd4
GIT binary patch
literal 141
zcmey&%ge<81eZnfGePuY5CH>>P{wB#AY&>+I)f&o-%5reCLr%KNa~i3vsH|Hu)lMR
zZ)RG4aZGZ4Zf<E_W=W-PVrEQ9YH>+%OniJMP#`{Dub}c4hfQvNN@-52T@fo#Gsy5_
P5aS~=BO_xGGmr%UAjcp>

literal 0
HcmV?d00001

diff --git a/tests/__pycache__/test_pii_removal.cpython-313-pytest-9.0.2.pyc b/tests/__pycache__/test_pii_removal.cpython-313-pytest-9.0.2.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..a407ea185e2abc804d373aa28457a078bf69d75a
GIT binary patch
literal 5475
zcmeHLO>7&-6`m!R|Dr58ktN%$y_THV>za(Hza(-cN2U_Vv?Zb1&~PCYixs()wkCIp
z*`*!QHK3qHlVgG+wF(qSawvk_?2~Ur&`WcaOt}))1ze!H^inuc4}nj8Gy6-GsAZtX
zF2vb4Z{FX$-TmGh?In|O1lQNcG$j*8=<j6WTyzB{d%tE7`UD9`V6Gs{(0d>k)B_yK
zu{gw8D`6a_D-j%ld*Dhm7sIh!9LG6yf=C3fByt_NBbUU<Tqo`Xt<W)q`-CuzN0;OM
zNQjJrA94xNV`$VO5k9ucoI=ZoB1rlLLbk6i+(mtL<L>3I#nZN^@3wfxH?hg(?zWQr
zfhB)*V98V)$zFGN>}bGRcR0?S?(RSGbP~<~wuB~vCsB#vWB(wk^L)UJ%}J|DVNNUD
zFhf<zD6H{8vkS`=?WQc&bQz0=w5prkHb<2zvRGDBSvTW_vMi~hA-`ud0_k+YA8P_8
zLHO-`1tUCiMukVIGE4S@K`4)$V72~5dmDZO+Hk-7=(MS}5_z9QF&`eEMM%4K);2Q3
z6z?Lm#5y(?;icSv!K)I?M@ATdz5dQfVAPfsLQ7Fca?yEp9R}PzuNPoeJlW!<!zXBy
z{b<Q$I(v4al#aD%ce;Wu(N24T5kf-vg`zy(;-_tt-V<@7JJO=nHabrWq6+)+-CjE2
zWZ=1y!2?UOj-(LzpXY>eY`;)WTrJ2+<heTyIX<2%8FnOvXgZpLH(HGfF(ICh4l;BW
zTk3XR9G|Vj4$r&yqkPP<<=kaPNK7zl0DeLEvG9vbFx6|T3BIE-_O7fOoUtYuoKThu
zH#mX}+~sMVld#O`23D$7xyY5UR^be#0>V<Is;3*7rJ=#0k<?%&H8jX&hQ^0S#z)6~
z#^phKoXcm1hNmuNr{Csg<#Ji$ZfUq&Y@BMZ;uHCjc@~(M;F-q8D`%_q*LgjD+a|aP
zj!>fx3kaJv?682aS%bWOmPluKosZv1(@n(hoCTVju<T@9EkfC98IZRe63S-2$?JXt
zI0U&i<BD3X85AJRsQg}4E*Nr=kD9@1eUJ<pG7OVplnk$v;Z2i;g$x~s8;2wvGG)+B
zWneRuJvz_FEe9bQvl)M@S~no&qJ+(Eu^^SpB9^PTpjE2ybj%J|7FTLY*-%v743{;K
z(9J$kU(;&kA{7-^%i4-m774nWF;SOFGO=KGPEr4groN4_hRv76l7=giA;NCTk}4Un
z0>Kcp#{^W&1o34BJ>;K^_$OmlNS0V;uw~Yw^@g=%`OJ*8%*J$r&76CgBiZrg8DSy2
zJg1a2eHnINsi}%lPf5x$$&OA(v8pJrWvFgaIbE%rJv4Fq%N-`4JK2yPg^IO~{?<Lc
zp4&Y%v_AXS#PN+>GjV2<&F&;pTZt49n~792@fr{hCht$e?cQW_I7|4$*{wu&2PElV
zlSsbiPA%dQo83+vcbQwQQ;Yu>HoKAYi#Rh--b|daR;cxqkKXTT8v=X7Z^fB`m3xz(
z;;<L7D-Fa$HoFH2K`muI0t{N_{|P1BD)a41yvhgxtv}CPfMjaJ4wM%E0OiFk{flm?
zCSI(I7U&=?(5Jit?bB&n)bnnUdBIXnili4$`y%N=yR!?46iH93eMGL7Rl3sw3fHU<
z5u$n42Jg_)A!pw{dtDCCy90Q;CBp~aF#ziUAx`rQ!Y`QTM4sfi<NE*e>?ZoZ<#{#6
zCmU(6DAJCYQ;M=`D5bihu5tuQt?FojOEKMemDaF$rA`+)Mdxzbn#xUUa(q_1MJs7t
zt6gkF9X8KA3#*#JDJm4ZBX+IgEDo&+P?gLumi1cM-~*VnT$sE>&pLf|1Ih*_Z_#|C
z!|#P>%mB4}*s-gqj!iy>$$N}@$<RlJACTcF8K7fD7`_yQe@KQCFz{ik0-OihkMn~V
znq!+|VYpoetjU;8oLB&k$vMkB;s;~zq=AQEk#sTopJ5<qd|^HJP4dJ>qnSLn{?2Zq
zXOkV+xVDuT*kSFzhwQ+I<JN53Bi&`-ZCrC_TP-t}-DC%L6Gz*c2Dl`Sh-sU2wGLz&
zgfKZTHpXZ-CF%t%RpF?$q8VwRm8zkqokCS0m8yVc$&iU$ZDmEq1@{~UMqCj79=M+%
z4}hJcFTgL8XWE^i$}VtS@ABv+Vv$~g3#Dp6V6>rpke;%p9q^+N9(APKpO)Z^#Zm|#
z@E{z3*@f4|wkHKA_6uOVNPyY%(jF4sNS)XyFne0<yI@y~0JG0WdujJfB7|)S4^apY
z*$^IH>Tz=6vjqiW{{_(E_VW86Jlp<BEs~FK-{s_pLjXr{yGQp9<=jf0tH80IppmgA
zb8E76v(C|1NGjG=I9XkVb9}mS<T6)QZpwf%-0j;}7qV0DUS62LbEk3G<Il^txSwkH
z297}pfJGEDpnrB6Wxyd!zJ36qB-|(nVe-!l3wih?CS8IVqQRLRST<@{72(CM$(X!s
zKBU<PG8A}Rq%jX$z($)~xhQICLFOao%VeA4zHh`#Qm*sK(D;0SWOtu<khsslpp!uC
zcG3?=UP47;P%h$e5F{|D{|<(A^sgxDIq{n->vOwjF0Rk*u)SMs?>2jS_w494`^q=T
z-p#)A&14F2st20I)MgLq8h2Rx?;)G|aLk=q#G@A8mN$b1P~RsFQxMr@yDiT<?71!W
z+#~ip1sMLg8FgBJir?l@(K;-otpq>=pT_bntQgSvyDT$e^XP*y!<LE}fYU^hG}Q#B
z(<B@8xnk0~nXeuU%IL|(Dla7AX5w<Cs$s)AUj+5KZU!`R&XJ5YGc3WWQZ1ShX+@_D
z_UD?SnvtS{=}9FjiY28iiz4mUX_=r8=SxI4Z#~86k1JZSR+cC69QY%^ssA2^r$L5c
zo*?uq^vmR96nlcsJ!QkpD)WRbZLy{AI#_0!`K}|(oc^{81tOb~i%sUOZv!zVwHHKz
zDTb2YKjl&Mr9H%g-eb1&F`L|FBOlDZKl{PL`wJgkx;yjn%-w~L7e2f6#mwh3UtInC
z>b=7cdhho>IC=l%SAES)?(6C1>7O)TUfgB{aNA@{Ph-T?Go3)(r}0Vj$Ek~16#Uag
H2F8B_j-)6^

literal 0
HcmV?d00001

diff --git a/tests/__pycache__/test_repo_cloner.cpython-313-pytest-9.0.2.pyc b/tests/__pycache__/test_repo_cloner.cpython-313-pytest-9.0.2.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..bacf3652e3d9ccc22f34f4a97a535547686fac39
GIT binary patch
literal 3297
zcmbVNL2Mhx6`fr!$>lC7QIf6Lj%=-D*$SO%CCgG3DWz0LwI$e)gm9}!s03`6<VxCj
zxy#NjqmV^_7%kxTmY^uoLk|sdh}=s8^wL`kU+i1RNH&d$fh5SKxw%jP13vZ7E|+9#
zr3pF`XWswwX6DcTfBqgO5(0uYch)xk6-MYQDg-Uo0EaIz2>lT$NMWuc%y=VvE#$Bg
zy2jzK<j+KK1ZLRl(Q7>Buf=ezp%<{=tq`%eDP~Rto43Zy^DP{pP2ou9>0rJ!eh0I^
z#R$-MFb9J9*0|X<2{)!q2~Dy-3N*pkxLr5y-sA_7!UcLId<sqaOAzkaW>S%_skEG8
zNw}!Fxg8Q)(zcD<lAXIzVP&~;($P)bGD-z`SI_3L@rI7&`5kN*^jyOTZ#No@5d038
zIU0<O=3H=?#jGdIrgj5@={JQ5Ok<J7w&__VG|DL4G|M6hwduo3<OprFwTpyS*-XPN
z!6|gKLPuD|t<Ps7?JOU+ELC_byuk;IjF*mq<d1`BH5{C7MOGu3#JA_Eq{I{<2o;1z
zq<{avyvk%co;@Se^{h^b1(r!@jmvaD%dmGd$DY+%yb`znv>KaPM9BW@3k^d46NEN;
z1NKo*08%ZnDoij+$NKLl*h$C*+LX?XQ$9i{(-)xDIM__dmqD3_2iJDWnHDcV;PGZc
z2exToSKBHn;I_v0RVxhG)Vj&h>}F1VFOv_v{JqR(Jd~u&jX>sEqSB>wuZm-gC&f3;
z1{SyNH5BMtBitq)oEnTeqljt7io%aiGsWAGC+Ax$0+dMws5J(!R6^V00QwOMyqbp>
zy9I@`AKsvZ7MSJN(xHB|#r#jsFMj~%^&h}-eNL*U^2%#EHnz%=yQ524Z0|ZcmJCNS
zEW<T4)2QfqY1eRf?2;>KIk%*lW?8a}P`0dX$uCxN<;5cknNunjZS2Y=LtfLfKl7^F
znr65a!FFWRaNN9sE3tg3P$<h4qnKhy9P4fgTk0E{S<)*VK!d8eBkOMh+4*^;6Ife@
zsms4GidSK*3}p18EzO&@rAwDfu3gYv!?t7$S~W+txYD=dx<zMZbaWf8P|C_VyD;kN
zjyp<8m89$mYTn+pOk2x4%U{#lmSUc=>2!*zES-CySe{5Z!mk@ZN=p=t2Pyy!)mX}r
zbEc8IA-pB$z(;D%E?KVdmX!9FOr;#sTY$n3mH|u4nz{<bzo1)giX)+7d5m`Bw40#a
zRHZ|6AQY~5;54iT<#g&erq3SJs*33+frQ}{!z3}IK%H$GS(5OfTCnpaQzuE!6Dqy0
zW4JahlhC&Al5T%@mD;N3RT^Ou_Dmx}%YGvKv{<J8QZ-DvJTl!0gByz))=3<u)ojTy
zUBhxn#I#|lLr$m;q>GvNsOq+9XEjr`w1Q4zs-tb`bO+LL*}EPD><Y#<COztwjUj@n
z{$|nCEH9LV`&G$sN#a|!rV>Q-9qD~38-oA!Br$Jh7t)M$H=zo~xtf*JG5wN~B=toj
zK~$PyL~PR#k>1Ha@nXAhsa^PSyD;eszWp!xPVt3{V-EdbN$rhH%+G8tC@b@uOU9P%
zY=SQfC3tM*5zW}7zIMFci&(=-xmYHBUKsv6m=NXM4Ly%#I7Nh?<3dq+8+{W&J$-+8
z@$Ksm`!5`Dec$j%OjeWW17Y@`sYgQRJMq2id+B{)8gMl!?YaBHga-%i3xkg%=*)2a
z^rhPAOI7~Vqk#(_JYVI{JRG}P=cO7i9q=Q-=$otZCm!|o*Lz1k?H#Ggv-`bszZ1XU
zd+Pj9jUTF>o3CD3JK)!!Jcq=yPeMqXq}>ed<{l5CaPrp5&6PTLzQ&!e4qrLou09k8
z>f&%s9IkRxb#c5Vjsy5u^SYWiRR^v2|0y?B6~~*R5AIXtKvP+36TPWne`>#NE#Qx}
z=87f&`a`a>&K;|9$Lic*jT^kr4LuovOFR$;pL!R0AWV2*=7BKnfw>35>{I7e@cy6U
zi^oHI;$kTLxA?-v=szxZE%e9kBzeGhPVk_<Bk{nv+b=B0iMuJPzk5+wMB?3->Fm9b
zu-F~Dm!O<`$A!hAXzCc@gXe`$!U^Q0>OV-?&rrYK?P9})$JJDkDAqk4evYn*_)AEF
zrWs8mnP!bwKfH26SR2ZVQ+5dFJ%@-^g!-N*Q7!9u3hs5=ut*dNw)cv8Ri$-URdEuw
z_j2zxIs}OD2tAMgiC=qW@f?VdkjS|K-Qy6$FrOpzTlAa6=jg&`DE1i=AeR{K7Jrk!
z)p@h?9rnHGyV3VL-|hSh`(gC`=!fz5<9nHp)^4wTq~2ElzP>+l^&Yn`E$t_l575e2
dDETE5sYVC)nX~_9Pci2XLx>&n5T1qe{sRlV;m`m8

literal 0
HcmV?d00001

diff --git a/tests/__pycache__/test_summarizer.cpython-313-pytest-9.0.2.pyc b/tests/__pycache__/test_summarizer.cpython-313-pytest-9.0.2.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..85b78d3f5cc029b68d13362f493ee4ecd4d9e6f2
GIT binary patch
literal 5155
zcmeGgOKcm*b(S1{q!lTWk|qCSuI1P@9gvbD$#LSysqMs)CEIGXCSX7+7AtZkZAI=9
zvrAiIVL(O$#D^SW1VN1Uq8!?|x1^WkSQIGGBPq(2x@q77&BZqb%Av@qZ+3T9q@uu5
z(O!x!mNW0YdB1t@&1bnCiL@ek5<R;5`yfL9pa^^H5kR(QIfOn$A`-a?L^!+mjr$Fs
zfW|Qi2+l~51YyKC5gHGZ@OTSp5zq-b;-6?8=Ls*MnQ$)>1H+(;K4S1F8g@WL4$X5X
z(M($i$x8^i`XVG^TZ)qCOl0bW%i7RQooql{a3;DZ=c#>jp58a-kM`i~^k#>Lea<+e
zu-=}X7n3Bq_1+vB@h8z7mkK?nBDYdLD^QZn+=A6|Q=V6IH}%|NinCgba<M2AwW3sf
znM~ysu^{IbB_l`Vl0u|e-OK>2mP{k#F_KJCUQ{Hxq)IutP{_HVw;c;X>xbX=l@^-Z
zX>W`rMdL&+%T2k{uw~q);L-Mw@@2U`F6%2$-S%@wC}0MQKFvSPGc4<8LD8_t>9@0i
z*T)dj=gzte`QIQk-Nv}5q72&Up`iTP;1DO`J8uv9hFv>iU^>QlrV<R=>3hAxy9mVm
zu_h~>JA4f4MOn-|WxmN>O;UjEej24FIq+#`CVO)?ERBpW4U16=i6JqZ4fS(27M?!B
zY&7UP%4j=1SPnCPS+8(n%LrFevS_Mjhm%1p=K_N9J(gM-GG6*swnc0WfQZIVdrL3N
zGYeWk<n=#g+w2^E#o{!|<s(gz`k^dFAd78xW*V{>IZzgpO;+~I;<Vt+*R6Kur3_JQ
zi0PjB`Mxw{H6lh2<mG;9&5Nk#-F|A#lLD`zFPcl%tF;$$wz2$*?HO#>VN{HX@odzs
z%Ju_PWjoWwdZ#M2095ARvb>m})g^Y=H5L;)wRkp`jobB<WwFSYnlkl6)f9kgIz**+
z>gk0ujWMrY$QfsxVwby86Job`IGb=|5<NgnqD&X--I&BiI4z*X#UonGi_B3wGImtx
z&ZQqLD#x-kD#!m9q5=`IcOtJ=dj4N45CIkyr%qy!Y5%U(^V@x|o)c91-&s9k@;|;K
zdiMmj3+(Ik^`u}&Op3yP>rB;RT425<b+WS1dRs9}!Ca7OqX^zLOqeTcIaAd&f!@Ll
zd+_p4t_$~6bHPS(Iw4BV6iP%dmdsXJ%L_y?%S3Z{i*Nx{@~*z+Olzh4_JV2%@X7)m
z^F}HuHelP=%Os}=IX$lkrY_7jc$CkixbJ);BPp(uIDNLX+@CUpkr9D{gDJxb62&MN
zOt^^pVT?9|m8fhO3NdY-Vc-Gc@U7?c9DPo&gP^J36>t583kZ%zP=1zD22w_<^**z6
zp6VzlniVk=&6J9YVaW4}k-`M-qll^>AoK%-Lg$;TUvR8nAk?mfiC$2wps{S2N|DV6
zOffq{VAV(HeUNGzYSIKgkT{G~j*IMWEnJ0grHN9IO$hllwV)VQD5q;CI0=_<pQ<(5
zP&GRqV8g;?2v6f!Lp)nmtyDH8Q(1zT+P>IROT`Jjv05Q_@`T<yz}kYY=D=*5Qv=dn
zxlmRJ-TJN8AD5O*C^AVVR@}bROGGJ=9F&br6srw}rP;DtFjWn*SkR%~4C}CDEa>Gz
z-e#5N3;L{FkTkidSS^wv&nZ-c6}@by7mD<4LUdwvNOL+V%BG|&l?t*Z)AF?vP7T<G
zmAs^DInY6C8vL0z2tABb9ae(Yq}24~VevN2nVHq@AmDUCp?V3u*OD-uAWvuDSb3!p
z8E_ECr=dpVyoIT8E4X;icA|Zkn&Cz@O_HxRs(G!Et-lc&Y-AfYIzYeh{l^--`ufbM
zIC*vEraGq^Gmw&ESyRpBw5-n1lo@s_d7A>sl$Na%b}~JhL<0kXWgl$h0vLnqGcx`P
zwZ4MBjiHX?AH2LWvDtfZWnu$&*KqebPJZ2${9tiqax;1EadBmG9UuGqnc;POYAc8m
zBP-+IhEcTp{YpL3yK-$SjJo=&I8!~8sqvW&?7nL_^YFZfIl$8<T5Sh|0TAEC4JfdH
z#X$E4PStQ~9ls1%=b4R;zFJ4$gBvSvZFU}h9Dg*ra`S6G`tW|8@2TS6)wtc%_}&fd
zzIEJN<$FBT0iNRC_Xa&$tqF6;f5E*E?>BNV3`9MBpnEm$F?j%xH+gWb#vglpt;V0K
z;=a`-XsZ0F)ukHWw}IVv&80bnbsKZwIu-HwJOEfW`BW8;J^9%e1GV(X7iuj%251$C
z>9HC=wt?MujS(Hnx{W$;9pLm1rzZkDyWCE%-mT&^b^C6OPj6uNU2|y;Vco_YxQ;=@
z<MRMu@ibqr@n@=dsLG#ta<0Y?ZD99Zb7>A?-Nw8@kND)AN2}qX2FxQr#Y5Xr;V9K*
zh1u3c;A0M1M<i#n%Q*W1Y!n%y+#{+9n~q1aLN1Na&sr<!h*%N2_UPiu&?QCapApVp
z`_g{?HgPsv{(7;b6Vurb{cyloJ{|UX_-kgt3d*IDqUEiSJZsnl{BvE^tWaJh_RboX
zq&YY{B*|XFzeD6T>cOkj#qb+NJzp*;m&gR5^Z+&9fo99kaojV6-a)^NJVWQUf<f-h
zukfXBqR1DjhA!5*H@@+m=7zWZ$Twm`|J-Uv;f`&Dxi`PW(Jygi6Nla%docFy<b%og
zuY5H6X!N7WN0X~pJ{kRZ^phJO-}p4~dG}}CpC>;{{^4+aVEoT-)nEE)y>n_Ei_h?-
btrk%8ok5SuUkCfqr<X5Y$@u@6=Aiu-@7(de

literal 0
HcmV?d00001

diff --git a/tests/requirements.txt b/tests/requirements.txt
new file mode 100644
index 00000000..b88a790c
--- /dev/null
+++ b/tests/requirements.txt
@@ -0,0 +1,8 @@
+pytest
+pytest-mock
+openai
+tenacity
+selenium
+scrubadub
+scrubadub_spacy
+spacy
diff --git a/tests/test_pii_removal.py b/tests/test_pii_removal.py
new file mode 100644
index 00000000..4d60e9c6
--- /dev/null
+++ b/tests/test_pii_removal.py
@@ -0,0 +1,36 @@
+import pytest
+import re
+from unittest.mock import MagicMock, patch
+# We need to handle the import carefully in case dependencies aren't installed
+try:
+    from Slack_scraper_bot.scripts.pii_remocval import remove_user_tags, remove_name_lines, clean_text
+except ImportError:
+    import sys
+    import os
+    sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))
+    from Slack_scraper_bot.scripts.pii_remocval import remove_user_tags, remove_name_lines, clean_text
+def test_remove_user_tags(): 
+    """Test that Slack user IDs are stripped from timestamps."""
+    input_text = "[2024-01-20 12:34:56] User: U123ABCDE Hello world"
+    expected = "[2024-01-20 12:34:56] Hello world"
+    assert remove_user_tags(input_text).strip() == expected.strip()
+
+def test_remove_name_lines(): 
+    """Test that lines identifying names are removed."""
+    input_text = "Hello\nmy name is John Doe\nHow are you?"
+    # Assuming the script removes the whole line
+    result = remove_name_lines(input_text)
+    assert "John Doe" not in result
+    assert "How are you?" in result
+
+@patch('Slack_scraper_bot.scripts.pii_remocval.create_scrubber')
+def test_clean_text_mocked(mock_create_scrubber):
+    """Test clean_text by mocking the heavy scrubadub engine."""
+    # Setup the mock scrubber
+    mock_scrubber = MagicMock()
+    mock_scrubber.clean.return_value = "I live in {{LOCATION}}"
+    mock_create_scrubber.return_value = mock_scrubber
+
+    result = clean_text("I live in New York")
+    assert result == "I live in {{LOCATION}}"
+    mock_scrubber.clean.assert_called_once()
diff --git a/tests/test_repo_cloner.py b/tests/test_repo_cloner.py
new file mode 100644
index 00000000..74ec9cad
--- /dev/null
+++ b/tests/test_repo_cloner.py
@@ -0,0 +1,38 @@
+import pytest
+from unittest.mock import patch, MagicMock
+import os
+import sys
+
+# Ensure the project root is in path
+sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))
+
+import importlib
+
+@patch('selenium.webdriver.Chrome')
+def test_clone_repository_mocked(mock_chrome):
+    """Verify the browser is initialized without actually opening Chrome."""
+    mock_driver = MagicMock()
+    mock_chrome.return_value = mock_driver
+
+    # Use a dummy path and URL
+    # We need to mock the rest of the selenium and os calls to avoid errors
+    with (patch('selenium.webdriver.support.ui.WebDriverWait') as mock_wait,
+          patch('os.listdir', return_value=['dummy.zip']),
+          patch('os.path.exists', return_value=True),
+          patch('zipfile.ZipFile')):
+        
+        # Configure the mock for WebDriverWait's .until() method
+        mock_wait_instance = mock_wait.return_value
+        mock_clickable_element = MagicMock()
+        mock_wait_instance.until.return_value = mock_clickable_element
+        
+        # Import the module here, after patches are active
+        repo_cloner_path = "Repo Clone Automation.repo_cloner"
+        repo_cloner = importlib.import_module(repo_cloner_path)
+        
+        repo_cloner.clone_repository("https://github.com/test/repo", "./test_downloads")
+    
+    # Verify interaction
+    mock_driver.get.assert_called_with("https://github.com/test/repo")
+    assert mock_clickable_element.click.call_count == 2
+    mock_driver.quit.assert_called()
diff --git a/tests/test_summarizer.py b/tests/test_summarizer.py
new file mode 100644
index 00000000..83212219
--- /dev/null
+++ b/tests/test_summarizer.py
@@ -0,0 +1,51 @@
+import pytest
+from unittest.mock import patch, MagicMock
+
+# It's important to get the path right for the import
+try:
+    from Slack_scraper_bot.scripts.summarizer import summarize
+except ImportError:
+    import sys
+    import os
+    sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))
+    from Slack_scraper_bot.scripts.summarizer import summarize
+
+@patch('Slack_scraper_bot.scripts.summarizer.make_api_call')
+def test_summarize_mocked_api_call(mock_make_api_call):
+    """
+    Test that the summarize function calls the API with the correct prompt
+    and returns the mocked summary.
+    """
+    # Arrange:
+    # 1. Configure the mock to return a fake summary
+    mock_choice = MagicMock()
+    mock_choice.message.content = "This is a mock summary."
+    
+    mock_completion = MagicMock()
+    mock_completion.choices = [mock_choice]
+    
+    mock_make_api_call.return_value = mock_completion
+    
+    # 2. Define the input text
+    input_text = "This is the source code to be summarized."
+
+    # Act:
+    # Call the function under test
+    result = summarize(input_text)
+
+    # Assert:
+    # 1. Check that the function returned the mocked summary
+    assert result == "This is a mock summary."
+
+    # 2. Verify that the API call was made once
+    mock_make_api_call.assert_called_once()
+    
+    # 3. Check the content of the prompt sent to the API
+    args, kwargs = mock_make_api_call.call_args
+    sent_messages = args[1]
+    
+    assert len(sent_messages) == 2
+    assert sent_messages[0]['role'] == 'system'
+    assert "Summarize Code-related Files" in sent_messages[0]['content']
+    assert sent_messages[1]['role'] == 'user'
+    assert sent_messages[1]['content'] == input_text

From 84907c1094f1947cdd87debef037d30571e53fe3 Mon Sep 17 00:00:00 2001
From: Your Name <you@example.com>
Date: Tue, 20 Jan 2026 20:10:15 +0530
Subject: [PATCH 2/5] feat: unify Jira/GitHub agents under FastMCP with hybrid
 RAG support (#62)

---
 .env                                          |   4 +
 MCP_Enhancement/agent_start.py                | 127 ++++++++++++++++++
 MCP_Enhancement/src/__init__.py               |   0
 .../__pycache__/repo_cloner.cpython-313.pyc   | Bin 3770 -> 0 bytes
 .../__pycache__/pii_remocval.cpython-313.pyc  | Bin 3272 -> 0 bytes
 .../__pycache__/summarizer.cpython-313.pyc    | Bin 9290 -> 0 bytes
 .../Backend/__pycache__/main.cpython-311.pyc  | Bin 15861 -> 0 bytes
 .../Backend/__pycache__/main.cpython-313.pyc  | Bin 2095 -> 0 bytes
 .../__pycache__/api_models.cpython-311.pyc    | Bin 889 -> 0 bytes
 .../__pycache__/audio_models.cpython-311.pyc  | Bin 1430 -> 0 bytes
 .../banking_models.cpython-311.pyc            | Bin 1615 -> 0 bytes
 .../eamil_services.cpython-311.pyc            | Bin 3705 -> 0 bytes
 .../__pycache__/email_service.cpython-311.pyc | Bin 1185 -> 0 bytes
 .../__pycache__/firestore_db.cpython-311.pyc  | Bin 10813 -> 0 bytes
 .../__pycache__/firestore_db.cpython-313.pyc  | Bin 7457 -> 0 bytes
 .../__pycache__/firestore_db.cpython-37.pyc   | Bin 253 -> 0 bytes
 .../firestore_session.cpython-311.pyc         | Bin 4567 -> 0 bytes
 .../__pycache__/intent_nlu.cpython-311.pyc    | Bin 5661 -> 0 bytes
 .../__pycache__/llm_gemini.cpython-311.pyc    | Bin 10616 -> 0 bytes
 .../__pycache__/llm_gemini.cpython-313.pyc    | Bin 2061 -> 0 bytes
 .../__pycache__/llm_local_hf.cpython-313.pyc  | Bin 2849 -> 0 bytes
 .../__pycache__/stt_whisper.cpython-311.pyc   | Bin 5601 -> 0 bytes
 .../__pycache__/tts_hf.cpython-311.pyc        | Bin 5187 -> 0 bytes
 tests/__pycache__/__init__.cpython-313.pyc    | Bin 141 -> 0 bytes
 ...t_pii_removal.cpython-313-pytest-9.0.2.pyc | Bin 5475 -> 0 bytes
 ...t_repo_cloner.cpython-313-pytest-9.0.2.pyc | Bin 3297 -> 0 bytes
 ...st_summarizer.cpython-313-pytest-9.0.2.pyc | Bin 5155 -> 0 bytes
 27 files changed, 131 insertions(+)
 create mode 100644 .env
 create mode 100644 MCP_Enhancement/agent_start.py
 create mode 100644 MCP_Enhancement/src/__init__.py
 delete mode 100644 Repo Clone Automation/__pycache__/repo_cloner.cpython-313.pyc
 delete mode 100644 Slack_scraper_bot/scripts/__pycache__/pii_remocval.cpython-313.pyc
 delete mode 100644 Slack_scraper_bot/scripts/__pycache__/summarizer.cpython-313.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/__pycache__/main.cpython-311.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/__pycache__/main.cpython-313.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/models/__pycache__/api_models.cpython-311.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/models/__pycache__/audio_models.cpython-311.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/models/__pycache__/banking_models.cpython-311.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/services/__pycache__/eamil_services.cpython-311.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/services/__pycache__/email_service.cpython-311.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/services/__pycache__/firestore_db.cpython-311.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/services/__pycache__/firestore_db.cpython-313.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/services/__pycache__/firestore_db.cpython-37.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/services/__pycache__/firestore_session.cpython-311.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/services/__pycache__/intent_nlu.cpython-311.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/services/__pycache__/llm_gemini.cpython-311.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/services/__pycache__/llm_gemini.cpython-313.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/services/__pycache__/llm_local_hf.cpython-313.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/services/__pycache__/stt_whisper.cpython-311.pyc
 delete mode 100644 Voice-Driven_banking-Lam/Backend/services/__pycache__/tts_hf.cpython-311.pyc
 delete mode 100644 tests/__pycache__/__init__.cpython-313.pyc
 delete mode 100644 tests/__pycache__/test_pii_removal.cpython-313-pytest-9.0.2.pyc
 delete mode 100644 tests/__pycache__/test_repo_cloner.cpython-313-pytest-9.0.2.pyc
 delete mode 100644 tests/__pycache__/test_summarizer.cpython-313-pytest-9.0.2.pyc

diff --git a/.env b/.env
new file mode 100644
index 00000000..17027388
--- /dev/null
+++ b/.env
@@ -0,0 +1,4 @@
+JIRA_INSTANCE_URL=https://mifosforge.jira.com
+JIRA_USERNAME=your_email
+JIRA_API_TOKEN=your_token
+GITHUB_TOKEN=your_github_pat
\ No newline at end of file
diff --git a/MCP_Enhancement/agent_start.py b/MCP_Enhancement/agent_start.py
new file mode 100644
index 00000000..b7695f89
--- /dev/null
+++ b/MCP_Enhancement/agent_start.py
@@ -0,0 +1,127 @@
+from fastmcp import FastMCP
+import os
+from dotenv import load_dotenv
+from atlassian import Jira
+from github import Github
+
+# Initialize FastMCP Server
+mcp = FastMCP("Mifos Knowledge Librarian")
+
+# Load credentials
+load_dotenv()
+
+# Initialize clients
+jira_client = Jira(
+    url=os.environ["JIRA_INSTANCE_URL"],
+    username=os.environ["JIRA_USERNAME"],
+    password=os.environ["JIRA_API_TOKEN"]
+)
+github_client = Github(os.environ["GITHUB_TOKEN"])
+
+@mcp.tool()
+def search_jira_tickets(query: str):
+    """
+    Search for Jira tickets using JQL.
+    Used for tracking feature progress and identifying developer consensus.
+    """
+    try:
+        issues = jira_client.jql(query, limit=5)
+        results = []
+        for issue_data in issues['issues']:
+            # The jql result gives us the key and summary, let's get comments
+            comments_data = jira_client.get_issue_comments(issue_data['key'])
+            comments = [
+                f"{c['author']['displayName']}: {c['body']}"
+                for c in comments_data['comments'][-3:]
+            ]
+            results.append({
+                "key": issue_data['key'],
+                "summary": issue_data['fields']['summary'],
+                "comments": comments,
+            })
+        return results
+    except Exception as e:
+        return f"Error searching Jira: {e}"
+
+@mcp.tool()
+def get_github_pr_details(pr_number: int, repo_name: str):
+    """
+    Fetch description and changed files from a specific GitHub Pull Request.
+    Used for synthesizing release notes.
+    """
+    try:
+        repo = github_client.get_repo(repo_name)
+        pr = repo.get_pull(pr_number)
+        files = [f.filename for f in pr.get_files()]
+        return {
+            "title": pr.title,
+            "description": pr.body,
+            "changed_files": files,
+        }
+    except Exception as e:
+        return f"Error fetching GitHub PR: {e}"
+
+@mcp.tool()
+def generate_knowledge_summary(jira_key: str, repo_name: str = "apache/fineract"):
+    """
+    Takes a Jira Key, searches for a corresponding GitHub PR in a specified repo,
+    and returns a combined summary of the ticket and the PR.
+    Defaults to the 'apache/fineract' repository.
+    """
+    try:
+        # 1. Get Jira ticket info
+        jira_info_list = search_jira_tickets(f'key = {jira_key}')
+        if not jira_info_list or isinstance(jira_info_list, str):
+            return f"Could not retrieve Jira ticket {jira_key}."
+        jira_info = jira_info_list[0]
+
+        # 2. Find corresponding GitHub PR
+        query = f'repo:{repo_name} is:pr "{jira_key}"'
+        prs = github_client.search_issues(query)
+        if prs.totalCount == 0:
+            return {
+                "jira_summary": jira_info['summary'],
+                "jira_comments": jira_info['comments'],
+                "github_pr": "No corresponding GitHub PR found."
+            }
+
+        # 3. Get PR details from the first match
+        pr_number = prs[0].number
+        pr_details = get_github_pr_details(pr_number, repo_name)
+
+        # 4. Combine and return
+        return {
+            "jira_key": jira_key,
+            "jira_summary": jira_info['summary'],
+            "jira_comments": jira_info['comments'],
+            "github_pr_title": pr_details.get('title'),
+            "github_pr_description": pr_details.get('description'),
+            "github_pr_changed_files": pr_details.get('changed_files'),
+        }
+    except Exception as e:
+        return f"Error generating knowledge summary: {e}"
+
+@mcp.tool()
+def search_project_docs(query: str):
+    """
+    Search through static Mifos documentation and READMEs.
+    Use this for architectural questions or project setup guides.
+    """
+    # Simple implementation: search for keywords in .md files
+    docs_path = "./docs" # Or root if docs/ doesn't exist
+    results = []
+    if not os.path.exists(docs_path):
+        docs_path = "." # Fallback to root
+        
+    for root, dirs, files in os.walk(docs_path):
+        for file in files:
+            if file.endswith(".md"):
+                with open(os.path.join(root, file), 'r', encoding='utf-8') as f:
+                    content = f.read()
+                    if query.lower() in content.lower():
+                        results.append(f"--- {file} ---\n{content[:500]}...")
+    
+    return "\n".join(results) if results else "No matching documentation found."
+
+if __name__ == "__main__":
+    mcp.run()
\ No newline at end of file
diff --git a/MCP_Enhancement/src/__init__.py b/MCP_Enhancement/src/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/Repo Clone Automation/__pycache__/repo_cloner.cpython-313.pyc b/Repo Clone Automation/__pycache__/repo_cloner.cpython-313.pyc
deleted file mode 100644
index 794d9c341bf1e8c81c53c599ca4a8f867cd17484..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 3770
zcmcH+O>h(E^^>%cR=<`d8{4uCYn5ONEC~u!iNWTdxHe!Sp@d*j%}Tqr7o=U~+ZB#A
zwB=}MJGSX`485R34s@mmuIXeZ(@Q!{E;crmvX~iW%7vR#m}I8C^nH>)$tINK()D=X
z`@Z-8zW3g@df{@}5j;QZQKVlx5c(%s(1+PTUi=x5KcF~@8%7bXK?62a*G6mvXdE?-
zFqq*8%`|Erv0zITXGX0fEM}{?dDJ#y#}2?PeuSM#SKK;q5h1=8p*V}(Nfg^o4L4w{
zr-4%}ZaZkG;kY^J44|Yt*?iDg+u_ipVbTz^KPSs`L4$6a7SjTju89~H#^W>ac6}hG
zPgb`+;3W+<eB#G>F{6n>Dx=7Pq)CdbW;PU7)mq?fg8vtPF_T1$S2xKkwwY^VHwHYf
zJ_!SLxo?9cY(ty%5DTw70o0J<&^SxUvFd@*RSgEv!Ho^sm@vc*aU=Yh!i;Q67-O!j
zykr$;5~fDVHtBYMpBMZv#?9{-WM(@`FtO(Eb0iRr4*c{{dV+~ts14biFvnUcr2)qw
z3$-WKPO%0Ipm9H4#kwfgfN|>qBehJSY)M#RI~qI`qxs>`|HTvbHJ(@#);D_+x5;eW
zF5AXA>Se5s(H(>~ovr=HawhB{sFH+jzzYqgZmG0DLo>xTSDFtEcOxV_5{}qgl-_`G
z2hDT6j-dn2c7iR33~fGUbRftuOQ}3G>ezuzUhit?qF4aMom4B-4@dXkoQo|H5+5MS
zhF!r4F$bxpxT~Rm?28}h-aS;R0WY@K>)5$Tt2^Ozqy6;?1mEi-ubm68(G0!XRM+kL
z0r}U>m3m|}<3DPy)TO}Ze(H2AOtA)p%5cU#)I%eZ-3fPWUxQAu#3qe#8~LL$V4-mi
z%?a1mjKMtFPjxh4qgN+wJ*XemV}oj%Fmh-I)EI}(g$7MK(1f9fOr<w!nLstpptm??
zKao{rQRR5<T}c}*q&Y0+6;;v{Jj11DI6;|~vkEUr@+2o|98VZ8{ro&PA!S95mjzDz
zSi^iqtI@;u(-(qF(NCqqf;hn!vRX=zFkC30v)EOq<*|~>YpDqZr|8~hNh*;l<R>vN
zh{YC_pAgennO4DASd{s6Rupt|9*YwyTv}EoU%jZFlk1@PUL=w(XqqCA9~F3w4_)K2
z#LL=XZyrlI9?$e%jzrWvFOS0wr}2`k_8rY+c~$M_fFlz+UX=}<;nQL^l)vy^Z}4)l
z?^Ov6V($xr#L0~$k<0++x#x$83rx5u<)6b5p<=Mkp-DMW;FN;KDY%hHS<$!&r63F8
zVl!n0Hj?B4PPc937@{@cV&|z^#(_=_g7`1Wn#yU)02lP@Mn%<`Jg-gZ7V%?A)l{9$
z@mEDS02PxfTX&t9g2answQT8aydb2=eGhp7J$yD*%cE|o@#&^XQNyIwbaO%0q^xc{
zbwY0wvm#+nX-X<BrZQP6bCsM2CZ9;U`QrIw7lw6nbz5gh%(^uT&VUy>E6Rd8ErEk(
zH7kmFa)Oeq>C6>Hl65QOjD)RQFG=~+1hH>K&u6nb^HBjlP?~g>6ltn}v$~U(4k<C+
zovFsQ5rT?Y;*F*DxuY}F@O7g*GKwIkYPGRR8qDfWc%_JOnI{etx8b04yQ=XRA|+9<
zbuvqst9f>8I9T<7_@5#b*#xG!t&e`>#6a@h_}Gc$S!qI1lNlwKE69>I6XK<03?kyH
zy~rIaXiAPJ#hk3hnIRpD!}%HAQ$;~PZBa}{gAM-G-7xcSpqF;!bk9X^M(2iZ4&CW5
zJ9?KLy=$y}&T-2ze`b~KdDgnU+}i)JwST2GeB<2HT|ce#g(|ytSGb+u*vu}=jZ^DR
zWcHPr-OJ4G`_TudR+)j97UXU#ySg8`x=Zr1>)?&k>rBwR?J4V?v){DOzrD(K0gI>m
z&ikd<N>kq~Q`zQUys~iR6K}ca(8HcXpT$1E`02%UgoX{{MgW6J;|sXOFOzrMFO0K}
z3hOJg9m{OTD%-hkLG4|O#f9Q0fpXyR!@%Ls(w|R#I<+*6mj>09fVR?Bm~~dzmNM&K
zX8mBgDgayFmRajsYscb;w?F*-_^f@+?VXcuNx!*zXJpyE>wepcd+%D;_Io3L94TG@
zN7sRQw&Lq7`*tq-c9z~R`}$XW{gt2WnLqP&OUE}>)P3+<7J0fVp4K&|XKv)y$oxmY
zJ^Qi=HTkyaeB|Eytrz&#oXtz#!AH)aXKfve(+ks!*B7pr&aAW@nH?simbXe%rAtfR
zy{pcBkf_e?d%bsi@Acp9FI|5yzT!VNJG$m;U5qY77l#&xN_)z_@Ukzw=J75%ZaeOb
zu6p{`n%ft5+}=@YzrTOAIr1P{@wAmafn`sibZFHR`ObvAd!G?Ikq3_ZzXVTKokNfn
zThpB5rsH?6?;JpX)ExQGy1l;lZ<X8+e;qn$8)eZKj$;VG-(1J{0r>lncO+{1(z6Zl
zFQfKRv-K;374WZE@2KCTv#C@L#$_s19GKFyygCqxOhPXg(qX9Ph>{oOv!^3DQr@9S
zz9?q1;t`Ec4`PuQa$-oi7OFP4jdraX^kUK}n0(D*@+qdXD$EvHD&%V8s*5he^&c+8
zR8En@>6zNN>3$81TFB=Wtc43wZFc$pHxDMiH8A<yu67d%kqm%TN_SP;4@O+A13kn&
zE1!mY1EyCCjUgq7D%^k7hW!(Qq6S3=2rGLyrwE0tIE0VGl3WC83|{LdgTe3^*&ZXu
zW8{8<wm(68o}lOxbo5`$pkdqkuMCKB&K6fp9Zy@%-#A-=f{EUZ-aB&l$o)erozW$x
Z{cEOW{_@h!w;wU@tlJRd$HzeJe*ylsKm7mz

diff --git a/Slack_scraper_bot/scripts/__pycache__/pii_remocval.cpython-313.pyc b/Slack_scraper_bot/scripts/__pycache__/pii_remocval.cpython-313.pyc
deleted file mode 100644
index 197a1fe07d3d8ca898122b7a79eeadd4bec24d28..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 3272
zcma(TU2ogg^-`oPiIk%{j$B)AYT6NyD2oK!aneNdoY_&3x=EBxj5ar7%25*SaFHnW
zl5%RL1_bm)UI*A27Ss=W@MHUyq64}C8@BEjNKpbSOkRo=1M(Kc0|NAE=Tcv`;;g-b
z4lnOH_k4eFr?;0yu)gx;)MW=k|0XZ3#WXiNNeZERNI(L03E{?*!jxe1A#4+9fV98>
zWCS}vyU+u$M|22|@B%{e9}p6qV@RZ82V0Cg&r`seEWsK6BhVfL+I{H+mmR1u`x>m%
z!g68{$YDk9l+9v_c(g?Q2-z-6_V5qM7FfK$1os#cxRxcLBYAhX-#L*3v#gZ{y<W#<
zi3;>SBUI5;gSY`9CWwar&UXMH29$s<A+7PGG%Ai_#PqIps`;+j;#91s3kk0=*Q;j&
zMDi@9(Q#Xhdleg}TlVlM(c8icOv2OJ!@W0J`_41g-`TfzE$vzyJJE{U{3u|LViG>{
zfTBsM99E>;N>a)!1t`;=&83x0v2QkIsLKkURtzO&<ggwNu%=5-;X+bQ7m}u@y_NL5
zoLVuR0>LE}Y`WTa%zlC3E@*~otVEieOt+j)OD!7Hp2w<Ym`q014U=u3>n3wcS<wRw
zCa%RKLZ;J_Nkkm5WOj&25%I9h$oa5%QMh_uyrM4VbTO67W(yh!56Y@2WaQK>33$kP
z1xv}CA;MnG8@iZRRS7HETxwa)gz_t<CxsQ+PzbGM5+)8NGV~;X5_-ZMdcyeXp22O;
zXw@@X^BgI?Tlf06y`ic%wC$a%dgm(h?^ghNua}~A#=Xr9Rhgm9&_gEhlyOzq!+$ci
z-re@UQ}w^I?Vqmtr)&P1+Q_+w%+Kpwf9dKDNI|J))snrHomPgPftPzI(Z;pn3|UIW
z2u0V5qgDn$)TwB|X4zueQyE3p0ydK|l#dKdl1e8D!Sk3j5R<j=l7$?E1CovU5P%YT
z>Uq27;lW_8e|=_cX47BeMk>q*J_Oi3I+L2&rLzE)lz^kgiV<mDYYfG$eg`@?EdibB
zXmMIhi0M01t3iO1O~_mO@GdCc;N!Z2!+c^kczry0_QsvFCnhFW_ozhJl34CU0o+4S
z*lkC4bP=eQ%l31qU~6FoidZPnL4cqr(<rH;qp62U-2ngEmvF9-H|=^pqZ&|NR8}V<
zn{IYaXXI=$Ezg)^B>$EbsQ@NOhP<SQrZc&eoY7}s)1V=W>qh{T(EZu3FMfIPFSB30
zw>=f9PDTFter@V%<rlxKPQ@zmg$Gj$Ry07o4J#(C7m^V7H{qr^V5nI|H{@)-At^5#
zhJv*{v45jm73_zreMI`(mh}2zvBLPCa=q)Pe|Nfa@L2WuLgo4gHBPE9(yM9EZmt+E
zlji#4(jbm@B?|*ryVfr3KFv1>QlZr{R$PiBAB2t{I~UHb@S2=ecvb&+o|m&9&x=R1
zfzWYLGodt0`(g&%4h?4%B;hdtrt3=l^0oQP^U(_?JAW~HHFn|rtZ<>_OE+OA?dQS1
zrUxy8jH)R*{t58&!e0*nD4}})snX@92RBY^*|s8owtemX()~C5kJZ1fR>v<_xhoas
zO2eDGONH3lC@M&!-Hjkl#uXVav<<;XvhA0<?Pfv4X9oN_Lm|-~aKCO3A&pLu*jcMH
zn&7lO*!G;ZD+!92*`vu1jJj8J>5M*moH~F`wkr-kHP9$Jf!d=UWG>oxG=g~eMN>bc
zN6;eme<(r?ia<})q;Sz*FcyPnAoNZ}OXbq4wq#Pbiv#CLYgE!aX@0yeFOzMK4>(LF
zmsd2Cf!UD8q$yf;VMW%o-^MBwk{eC~jLE86zF?5lxM^~^g3*3q7S)VmRiaK(8YWh=
z5xDa>mr`_HvItHCjx<~S69CY0UA^VsZXWsE@xV2HKT`Mfudl4Fe0rzMyrdC3@!uZg
z9@t3NxZzUdDL1?ssd1xZ_txgM8aGyod<VC0ZJzx6%?GZD``7AD_d2`AZcIIN4wCDW
zaNW*U++$lm-3nIN@kh+WOD}MJ<Qo6}<pIDya!q`%liu<BzS%JSP2a&ej{YXh&N&_b
z;@G(%hv}50tgLF1^o-=`Gm-{HpEW*|w4_@z7g~-kFDZJ+_{b=Z!smd3dE=(S69*CB
zl0Bewo>(8|i@)k3S<E%)8?Lmd_+xOE$H16x5EGiCuNQkX5at8DR&7H=T+yvD*cC-g
z{7&q#>Q*x83<<Z4mzG-*CHl1^YQ5O4P=A4}N^Q(e=QMmm6*9^Uo&$cwANt<`Jf|s&
zdV*X}5c`60P={U|v{C#Er;YjzMPL*lM@>HWA;w)U*65+f4z_%9{mj~#PgXZRtT_hj
z-oein?k;S~cN1l{J}~sz&AT@@KfHUZ%sqA<+PJ<o{Ky%6>~fcd^@X*CPY-YQ)m*-=
vJCnO<zxDbm!!tGSxib5BV7T&@Q5z_fx&L^4b>HdorEl9jpN}HOXPNgu#PGwS

diff --git a/Slack_scraper_bot/scripts/__pycache__/summarizer.cpython-313.pyc b/Slack_scraper_bot/scripts/__pycache__/summarizer.cpython-313.pyc
deleted file mode 100644
index 908e0f604bc3a46d455f947749fcef566d5981b1..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 9290
zcmds7TWlQHc|Nl{yE}X3T_ULqN3;~17DY>zWSf-an3PCeNjY3^Er$#?!`&e{(eCW(
z%q(Tnj>EKQO}hq6HL=a44`qM=RnR^NXiyl4ADqPUL!XwWY|>)_H4r~kF9mf0T-bf+
z_s{I?E@|3r+B|g#o|!r4Kezw<|My>J??s~_hU-6TbK1YRF!l#}aW7x#;oe<5yusou
zE}UoFxeHvd-#y%8-@V*x-$gFkcOUoR?m6#27vO<&5|_>edGK6_hh#P?3~zI%sNCCG
z+<R1T-endSc_i-R(YT+-ni<*xtt>8$)*SUZ6udSbY-PM|w62{UEe#S6wU(cGeLRfz
zhIj;JV?2toDIP<)Enb6id%PB9^Jq)FuICbCip1Dxb7dr%O$ZZ0NBwOYd8k9Qd|Wm8
zv{i4IxqMO?H&vcgOjFI~O{?~*qM1qc`Fu`SbyHI^)^?jXsg0vHrRGg7rzg$nysEK(
z`T4P#wn@{>8$FLalF2Ap<?vY7grX^3>0DOPbmNh!Lsp>FV2P)D&-SKDo3n2v_ON@+
zczuJ7GCBktfB@!uz<4kBO^6*ntLAB*OR0vT=@b2&=lJa!(9b+}vViqx<?^cJ@f?@)
zWm0)u(J}?D8nV4ZnYN*+#;?Euza=G;x{_6sNh_30W^?I6hMptI<duSwDYeujlj9mU
z%!~$B<j@>QCeyhT9-5L#!&FQyMQr2RSiw|{WRgd)tb4RGtM6pb=;`>ylcR&$c+MD2
z<+9m=u9?#Z6m2w~QBs$aMv5zW@O><2j^bI%o5rY7$YvF;&8WO9Kg~&y?Sgh|;7HkD
zv5&>4EK%YOZqo*KQU{W!dw+uh@-4J7osGCmW+Nq8V{AkOfqf18-KWaEs+A_)bRF@y
zQauuOo8pzaXt~ZC7vsLTzuTLDw0DbpS%)-~DlZ0P0sPZO?k%EtgC*E7?whZ;(DM!i
z8dFu4Uztu7MqH(ax@|o|49bU=EjBtF+&mjAD_o2n7Tt|PeOQNY=(Y#sGY<|xs?@Y>
z=3G%LiC0#6UdtA;u9(flhDpcdl3vL(ff60$IaaDn>V@o>%I!n8e0i?vrWME)Oo)qW
z1<P{XAy{EY2TABugP17uMwC|AQC_>%+MnVo+LI1#T21A+V&-_)@k}nIWQ-@fs)(t#
zaR$XKTMchp3GZ79@4H^N9DaDMeowLe{Br$;V&uY_6rGPPys*;Nz0}rS+}-o`gYWKN
z=}Rp2C06>9OMS`ZKBd?@R*a=Sl+un&ZpVnXX??dz#BP&Bc6hB&wvaKkd`45b<;`k3
z3g!6@k&{4LB7u-466{!!F%>$jCXI}$<~ss50jHC*{JFfUE1D(sK7H240ILR1&uCc{
z{IV-J&B#d{It0E8w`x9Z+nP0eKj=sXjeZof?5@Y_Q-%8>7O7i{?fd1_-~Z?rKYGW%
z^2E^66GO#sU0jYmy%ud-6qcjyYtdcT>uv})_)@fIwMo7c^hNyZ%;)pld`Oj54a3s<
zZMD3Bhp&_KVG^!Q*Kk?3D-8)D0ep;my1h^+@6Z6aD`f$V%7kiIJ^-1TvHXS!LCB&>
zOie1L6^1<JGb#bMVfh_SpwXYgf#@bbfYEsu3WHWD%O%l@W|hloQpsyc2v3F|p*A8S
z@>%w2xbF31uN+$mw=ad;SHc}j;f~e1mep9pYE9#MfJGi&XCiS#bU9M3`Lr*aBmazt
zH`oYD=h})3?Nx9!Qr6<Q(CyK|hd5xS%M<qjWN?4PqkBfmT79X0#C8T~Y}e50-h_9U
zaC*}f_tT<=W1Fg}uJ)^S;C*1|R~}0mQw%j(;2A4GjJm8&gZa}2EU7Yy4TiwX^7UM<
zAS+yz6<zK<D=V;O&}Q9~)2g9O=nkTAbxKpO%0{lhQ>vW8X&SPo%cnK-OkoVjlFu0$
zG#XZ{OU8IyHWlNttQkO~p3sKb4t2?K*P6&DG0*|7W&jRpc>wTb^lTtLAP?kH1w+p1
zGPWQ?Xmp4Z&1_CO%jm>QDpN?q0?SG|t=Y2FiM5x+suSBv%Md?pTuZ?)Lejc6O>t7m
zo3O?*gw=5@(Axx-8nRJHO@blzWcdQeCRI5%UNyI(Ps=*^GG5SArI}M1a8NZmWtjY|
zYEI_Tc&0VbigQychs?@aHm{`2(pVVO-5B;sWN;OJpr*{t3q7MvOlI(JV!UZA62OyI
z^%R)iDFduAA^4MqQ!ruA4kHfC$|^ce3=?K5``^HTN2?EHP~n%;xvTothtdDM$!Xnm
z7Wo{Ef+3G{I6Ck>3R&>Z=5Hs&K}ly-d7RGE*?SJV0z2HnQ#suP`R4td#coV(d|EcJ
zc{(YK<cNl2(}*W%GYk1nxj?{zvj?IS%B;7=L(b$T9QM;Rwhsi(OcXT81pKA19RE<x
zROLcGO$N-BtPL9~pI$W+ZI`ZKs2sw{aTZf*28Mud8XcM_@?1u>0;MfmBK6^fslN*H
zhj6p}7jcfgXRQd#MzXIr-k(eiU$6r7cE0~P8{VwY;Kft@7m`E0gZ&t4GN-}mv;rk~
z<;Q6>(F!}-nKV@#(_z%v0BY3`)F!Ktmdp_;zhkI_72l4mE-lIUK8jhk7HxR_d#`@)
zmlxi7a4Fh1JFxC&O}o}Tk>=VvzM5cYy`44fSl!-!$LGb%15LI5*)#V$+4jAQ1Hb;k
z^0waDi>u*Q2Zk39!HBPf4=jZbtb~s)g^w1+qmDWH{|CPOF))vJqnKG6Rt-ceY5A&V
z0!QQwfR%Lq=z&8A<tqi%aNtOO1}aa7=1L!l2(ZJpopKhj1OOMx1=KV0YKnjiB57PD
z*@I%J3P8#otxN8&esy|}0eEy-gSL`plM-~v=V(}aK?FE%cf(#P92Xm5px_(<ND9C{
z?JN+Y?s$eq7w@5co}hxHnLkMdIV;9S`4X>8s5(D~hLhB&p!izRV$D-tN1Q^{vK0>6
zveo!U%2u`GQa0@H+5azw-9v^w!N}DpnRlUN-n~`k{edmayO<FFMCQFBVM;CZ=d?Bj
z+YJ%P=D9kl>W2MJQm1AzFs_P$fH_@~7!nvda9hOOQ<njvTFT5!%j7krNmz)+hAc?s
z7@+N{1A-(6IeEgF(Xo=CM@*hkbQ}ETtCK+e(qv?lH%M2P+?z450B0DOYd91z6k|CZ
zHXeRB4Gt-{CEAg2ds>?ara+w{w?utjA*WG>lp4VFia{>fl&u7_!^a13WR~P^xq^@U
zG#U(&55mL}D2gyHIv+$Og?@&P;v0navbfHeE>4Sg7;8pp1EM3rZO+U8Qi4g7+>4w?
zcy8?8zd^3wV7n2P#syloE?(+8hP#4jyb@DaLQ$C|ym8@(XKz)Ynka{mac|F0(HD85
zs=gw6_(;YPqWTY4WsAxq(Zu#u8A<nzP~g0|*8d380}1~(g|rRq%qi?cssz#rX}BE2
zyJJ>DU^o0l2u?XA@MEwY>yNsWm(Cn5>AoIJ1coU~vFVBj5)$?%C4w8n=|M<In1N%$
zaNVXZcuk1$V8VwUaOd4MfHr{jH(~vut$STMS4};LK-8YWGfd&#rmMnD`_y~~uqWMH
zbuyuZm*%gUy>zyF*a$_=_7z|X!bd$^)vx+Q!y^<7+gBp&j<k^vbpA&?hNlfVNIl#e
z-dnnl3nP>fv#-)Dk*ZlDRdN%pnkDi-m?hF1v1h@3To`93ylre;=!gy3)@A1L_+>4h
zCqUuAqA@k40KpuD0wherM^`fBb^^jwRd*90YFcAIgdvV@=*`=({+afka(BvSsA)q!
z{OG}h2gw&FCl}Ur#`~Qfc}5KNq6|7g%XCj@CRR%N0r_Y#Gj(#h00RzObAo<QH`#%|
zy9{^PGoBu~Bg&EeWtKMsfFXy=HjP%ufPZf1^AIc(9OrHHvHVJ&ynIW#$~7!0ch&L&
zHl4hT7j#yz-%WjXL@h57gi^*-(jm9%OG!sH4F}N1N5cw&2yX?XbRv`sbz7`};|We%
zo+}2BQdg4XA6UW_tipCTEH5f8PhPbI)gW!N5z{S7d7sjZNzB62pdo{AyaGEl%ho*)
z_;#*tZ(TTaZE7y^X?Xi`_`q7EuGo0~R%CFsVdsJ}f4mrJ`z#!rdvQ6ubD^*t-i!A6
z!Nrd2$}bKqwiOQ!7whA<BF|J2*Y8-kuw36U7g&qd&37(G+vYs04NY^>r*#c)?Yg$>
z&9=GTwVL|*LvKBP?eU*<|Mg3Yb;~vFAJ;aoHMJ~sE;l_qH?SIMeEs4p7Z*~CdlnlO
z`>%iNdUJ8-qaQ^M-wCq%J?jw`Y*>+YEJ-^SMz4SO?ZA!c;{M*^&c0jH$xj+~%$;0~
zY+H%6Ek)WEcNXQtA4QJb@v_F9aF&BRR;1la((Z*9Z%Li2Qr-M_UWv^Goz&Iz!sTM@
z;ak%F)tcsoJ##M>r5*qAS-ABc^Z0fWMRY;CzUODzg=Dew#5<{X+kZ3h_H)J9>08p7
zQil(v9bc}68{H1Y+I@@KjXl4}E+%jE{n~i@&_7Mxm@LM=eM@?(s>8Yu!+&9rwfOVq
zQ$hB(dr|zBos@8UFBs}S<bAI}KGp4g@3276-BFY`{c?Y&_vW{#=4Pi4<yUg0wpnV$
z5hG)Q(z)D^1-dX&0%I7{YJ*my8!j6Sw<my>xqw082we&s$clqSrq9W+bc-H_%t|?%
zvXzU~&Jtz7q$~^I8UUz^fa@(x13=zK*3Dgk%m$&b1ljn^f<M=^0HB4v_WvH%X@^a;
z&NTKv?vYs==pBj@koku!fm`egU%?zd@C4$*0P+Upidzywc%&!v2^;A;B+H8s*Ye~H
zOUx_gq~%wihZ^FI5{;G@+HLs>>JUaggBg*v4Z{`67tEwh9xSW8ow21L+<}BrpJ&l$
zv%9lBlT*^kaz_^t41N{FbJSrP1w5eIhM)Lm&#nc6FJJxf)t6uT@k{fUR|4%z0c0KP
z=Jzic*Zbby{z0_&-DlTYcK%)K&s!HyFSm5go%>|_o_X(TZOdEHYf)0OpN)T1yANv8
z-2S<b#rlMGiA9=<V&hyliqC^obt~HI)_!4-FYucqy~n)2Jr?Q<1yXn|UuC~&0b*D!
zfZr^3?(xEhz$TSWh*vp<H!PJ$FF)YRSXqc<RyB56^vb046|Kr=s-oRO{NrBRhpQfO
zD=N{Z5-L7ULU4DWBgv@4UhCp+Hc}R7sE9uvh)eOHts=gv79k$0YVnVh(}=_Ml|8sm
zP##}-ra%>K+1qd_8TOs<muV&2FWLu13syXVOAD7CI9l3Y0kDwoxpdC<aYT5CWEVGG
zE{H%0AKY3AH!I}`CD`pN9!&@veWj|l*k(Vfs;wp=ZtOR~zFx(LdL0G-28weo#Yn5W
zHuz3R=t7Pvt1WwC1Rg`_k=<3akWP4W|DAkBM)tUUHu!Z_a_jnYLqB!=x{9X-|FN=`
zKN;uBeq8O)ZL$(GM-r5`>yh)*$c!SN;bwyAyP|wt(+S3aa8Js|OPEG4w!_AO*`-v&
zI6X~JF-e7n!V;93&ZnI(tOz0DD)B;|lFDP#cC6baqj3VCT#?jOrqp!TOnpK}+=`4M
z1+bJnh1=FXXy=JhgKVH;yOp*(N!}C^mgM8jY=0(aDjD+pC_h~KESg5=#_9(0R#nt?
z)bWe7JTH>(mZ<QFDSUR$O-umpEuTHDB?8|~8)<o-wsVCFPM!RY7iYUsmTx>$Fea_K
z^Xl|iPT}dZ?j~)2lK&a?N}%Y7SRsdxWDdAN_0Li9T@+Tta8^d{89upaI@t$ap!O*$
z5Kl4wEKvqZl$_AkpbrzSqepkg*%Qfs<S(P`8WFuL*hV4{dhPJ*PrUNPU;J=ESPrzT
zNj0xWUyT;GUAQF;u1Vq7rB|i-y4S*=)iu7=d=1{uwH>qP*6N$ydg$6i@C^6Qp8u@n
z;Ef&2EhmcNw$<9Y*|Vz+jk6cl#YW#zGBXb^q^>{ucHo2PQ|}IJHank{%+A1a%l^4@
z8;#H($Ox_NJ9wj^*!RrxzV9#9w$BGwYj-ZyJ~$uww01igr#EZh^T8^G$pn4wWwBo2
zeme`sinWj4ICkSeG4|9gsTclPvG&31!NnJfvBS5dBli2=#nHtfyniSi`FtPs{xI76
zg)_p3(Wkz=-^?Pr?lHmlBvHqXe<Yo-y*B}SD)FcJ;eR}Q{mMT)cKxB^w!<sZktONK
zm+M{-e0d+f<R7<$FAO^O-?2!4jQuVWJ$1tSyO!SOQ=PuwACmC$`)&yh?{$Vw^#tF0
zEP$H#PK5fyftvv@>TiaGfnDro*nW;R4YYc1KH#C6eL;HeY9DCwzF+G@&HGJ0)V$y7
zrRQCpr-S(BhaW9aP?79twbR><IA^gM{sI*U$M9v9A|*?LN+~J)_Q3g?N@l_SO6q)9
ztsU3YOgd@cM+b;QvQUwyh@g*(UMg&fC+ll}E4B0Fm4M2Qo@~W&G>c@EQ^;cf6vFu=
zOcu<Njyu1xc#^+{R|qgO-b4Y$3&JNX`Uwkt!h&`g`-Fx6l|8r2p8J$}S6Jf*tZ_bZ
zi|zQd=HP5(HM(s!v>K|N4cr$!LU3NY&v3gdg$4heR_1A57FzCje1iX;mw8&(>FI8)
yMR@G)V^I{l?P9O6^X`xk5Ss4R%fiw1Qv$wI&dn@)TRs-0zZ_WiGO^WO_kRH;XjIMs

diff --git a/Voice-Driven_banking-Lam/Backend/__pycache__/main.cpython-311.pyc b/Voice-Driven_banking-Lam/Backend/__pycache__/main.cpython-311.pyc
deleted file mode 100644
index e0f84447d1769f0aded5a6434efd3b891f00d134..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 15861
zcmd6OZBQFmwqWZ6NeD?u=o2tV;#&d><M<O3Y(7j32FI~+5@YgYp>9A}YLQmU#7dK4
zXYyv)c~kpHYHIC$FH?{A_DzQOhPT5`)z;&uXZ}3b{@A^(>MFW=i!E1ed1~^HRFbM}
ze(kv}wV-84?8*Gt*46F%dG5LAo^$T)bGm<JwVDaI{_EUt=Ku0lg7`l;qg<86#1|`C
zf_O-f1gS|9Q-!-`N&|UqQk&9E=~DVBy#|--k`*b#ltE5wlEx{c+{ZL!lJAvMm2lT5
z&8e!XD!ENX(vq@FSu})}psGHF;eM@*P000zq%~!mvZbo0s#EqUd&)88NYzZ$$aTh~
zGv%6crQB0)Id4jOQr;=AoUTmzQngdHa@w4%OVv-+%jv4*u~frUgPhhR8>bp!Tw=km
z3<~Lhk|r&3U9gn5k~Xq>)BdRru!Mi%lG`*XIZCt8tfW8HKs)#st~u?dL)}xJGqKR3
zw4hqmJ*L{o8q!I+NH^&ry`NM}wNnPtN9ks@WbKD~HLa#P01qA2u~}CJBShAd$L6$C
zVJfuVsf={+PSsOkvVm-z)8PN6|I-S<8vcb#LqNYSC3o;n2FT!M)2F}}zlML|BAY)X
z%J4c4{Ub{K!8_SP)o!+y^>3rRFuV5WX4g$>ZW5u6&oF>%A+2N_iDlS<>!XtO%H-tr
z%kRahMK+P9LmJ5$%RHdt@ifg+@3E;E9h;*VD6UGTV`P*}vlM+FvL-UdQfwkcg({?~
z49iBB<`bDkijfQ~n~BcPO6CLrpxG#$%u1Ho1Vd%mG($zn8OgDq%TSpN9#t!O<|sCr
zOs1l<2|AXHLi5EmouMS(97R(Mj1|qWF*Xq|)c_9Wfh?IwkJ5`-7IOBXG<~09GSrP?
zUnsK;y?*27M1mxf)KZM0a7l)u$!MBgj8dssBAGkW+7Zjd<%whh#{+j-JCf9WDoMv+
zW|?=Oq_v}vmXj&K7w8en<czV!#Yi$eCux?xsmQXk$Irne^r<vSNhXSpr^y687t%=;
zGBn9Bn`TlmRx-`UXuyTZNIHt1lXUY5TGC|}W0G!`frzBCKu#@1OWOGa+%uAPmXWjo
zQwPJvOOgO<h^0pdZ1Y7wlwJi%e@L)+ZHw3X!L~{v=pHq1YY4W)rv$N3l1McNLMug!
z0i=ae4|S^_f$n-=_a^aB_hZmwtf@38v0zZrE7feZk|sd&sj>N?<^^V;Q}@AI=q&<9
z)xenhpot^quYbNbNJYi9ockul0P_TZ$ru)vE|6V}L?XGak%7s9@!r6Q!oLAv``An@
zLj^!UXbKo7O$TOykti~fs~t!t0~r96h*OzBf=;lBSTd2rRbB=De3q5rlj$WIMhKZC
z18@<Dn50k8z$KV&l54*&uss{aY?WlH%BxCp1S~QmS#D%$%*U4*CJh41V6B+JY!LXS
zbEtRv79f_H2Gs6R52lBy%sn=}I6XYEI6WAHBAT2AaiAlM4<u7EF$)qDqnYE-IfS7+
zgy@g(TOpq5%|E&N!>h>N&g(k_eFxHa?CPrpeG9K|6ZCCJ-?nS^2<A@Sd|WUeNBTp;
zuF?7750J5O*H(w>M|s<rU>ifGv0VjnC$H}k^j%2bCF(0zE*E~K+7Pb~3;Hlp!WV!V
z0kg%p=Irw<yV%>^olM7L$@z4K&AH1<dS5wl;>4t+35WEOHI_`Km!fGVF_)k-lB1A~
zGZYDm3zjaUv`A6xe3~p}=cyP8#Qa9nowHn_Vo7#BFf>oa?}2(TX0oYNjCl~pXepO0
ztC0D^0uh`6G^Cc)eWC@<(_fRc>3g}rTU0WhPEi3i9bo6Fz?*5{puk{^zK2;6v^3}z
z1J-}pjASh8pnoEmUI547t%1S&i&V(~UQs5UW|<3+$F&&;L@UHoPaSF>MO9-s=*Q$f
zxyo)}VOe2fwWuiE0<TF`F|1mn39MUHddCO=e+2(8{)4-ucMj;9g;H9r9hNnuhSU5l
z$owyK%i3aE2Weg95juz?7W6QVe5s{&S<hloC|;bF)T{Tv)5LNGSFv8wI!a4?=MK>T
zaGoO65Hti`)lBpd8U2#>J>6|$3AD>?(6OLn4(P9il8)oFfNe=fZdRzFEgLvP#=!!;
zl#4Ww#!ZvD6=*+?Qcn=;m{p#;$V$%ex5O{X^d?|czu$DhrldK8nr;U*^s<pNmf>V3
ztDeV+Gp-+)u>u)%w?z$m*>q$}Yod(0%at!MQyXUjZmH%fVZP6=nSI#|6t^q*ELXA3
zN*Z>k8YRtDab`7@RWz`0mLq28m@CKG`T{uDaF)YX=g3i<Wi+(Cz!)yhcGwuCd%2n<
zmhGHvP0Oruwj<`{QIAM^@5v`mW`;A7zG8ZsZCB_=5G>aJ#cQF&!DKC2r>3hK?y`f$
z`nY(J^_)Z98aTFFsRdp-c2Iga183cA_!MOS*CqK^ty(qN$k|9w9{}JSkn-cynt|?n
z;aN8pX1b<fK8AS*O1Zz{DvzLBkaVkOu<qN(e?LVwmA6~2;cAY=%de(d36Ic`J(|@$
zmYqkoY$03J7%v0o95K7Hr>12$`^x^D7V4BVXXeVNpjsCX=V3NE&k<v^k?m@HIOje2
zBnfNaA=_$|K?u&7gQw|buL_5fe#1C$UiDMpK`el?&X+(D3k^zIy&I7ooC`}4=d2>g
z5E*`<KAoQ!mVGL$8Wrd=R=#h=>L9;&srmirezHv4*7WrMP|3^jm+t>xRQ)3_-XF$Z
zJCbjX(k2}sRoz8x(xe*sgnH!flyqVl&;E54jGmW+0sXrHpOZy={`ZkG{=94*r43rj
zq|n7V87=3^1XOsw@{)M!=>MhSu98Is_AoeA?b|^P^80cvJD_kOXwp+35?t+YnFXQz
zbhC^lwO57f>6gQm^m0zlb)>AHQR7RV{X`GzsH5+x#yt0OV?zI{u#V?TTC!P1t)N1M
zZ>3fpSIM}K<bYl^-kC-fz878&U#^b%?F;PZeO%pP`}vFFNWNO2N2d0Ld-NA2p_RR?
z&<u7`19>qAS@IHBm(ZwYYTX?8w%vG5OaI`7#~v(>-CQ>I(4Rc^fNG6~RhWP0Ndj;W
z0#98o@zl<dGZ`UYQ}18P^+&etEk6aUA2^-v(_FnLEgw_y^9xEpocS8KV@wuH{X6e2
zH*$?f?7yBr1t;!Uk-NJ7yl_c{2fataEz=>(U~i^1KV#?!JGxInu2wCv<dq_S)pNCE
z`~I2Y2%0=M2G_v+NVN*B%2=?&H*ocvqu;Vu`(HrX$G8S~s=3PfLFS)(s^R=hxlE38
z{+E+Rasu~Qw$uMjB^TFTPA=&G_#IT1Pv%UpOp0IUYF`dpdPariOG+<21hRX*xZ-{l
zr0Xv^U$v%x<K=pD)z3Xi-+2B>`USY-CRcsvUQosORnNC=C9Z_$TX<fo=4_jjYOlk=
zGXk86uPHsivT*40{J|NkWokLV1v0f|){9#Q+hd#$neQ9>V=k1QA_3O`r`vq<TjVIn
z1)rnmTZh0uXamxbZ>zO4*npZ;w(YQj4cBzI7e}p))igN5e{);iYPlI(lFCn8-(pL;
zqu_-1U!Y7gXWyJs@3rjoew&5TGsOCd{nGsuS7sMtT<kmhwF^B;y1X6m$IFaTW`Sqi
zM~qU|PD9*;Uo*jy3LXT}LNKS7TU3&9;K_5p9eIaq!CXd8Z@!~mXTZH=m4MTWnf#0A
zIR*B}mJeE%G)qLmmIpYz%zXbpr|J@+%qtYVCRMOhYB8EK7c94trP%$Pwd69xSxLJz
z1NL51GDgp3!IhO*gJ+9e{ZKlaBm;Ds4P<F-+h)N}6_9Pf5wJajgAd!Dqu|z}Bm+sY
z*mG7h$;9YPoJq`3WMC3}g}s5qml&Am+W4)&B9jIuNCw-li|!H0Q1A$1{}>Cd5h|0b
z8Kzk9p+Nsp*;&{dXwO;Oy8@Ss4SEBTSGMIxv*5jm7MvH+ds(osOQxb7Jd^X?EO-$E
z!{D0<+@M${0WLfeI@=b(u>mMVW3r<rXTM&^2L|Lkv>+rs`(Tlh+$^5VEDQohaqz2v
zvkp8vlC7940!Xa?SVJT(4ptL6_x*b^9zAEzymDy{yAmT{!OyiZ)Vo=5bz%==V2KLM
z$L>?$5&~j^Y5zew%LHV%BlZ-4zZ5*84<tKwMuHtaF`I}NM%6(H_Mc*>AqFIwa1%`Y
zZ!`hP5KE=O(}T_Z@x)>Rh$*=<069(pmT_DarL(CS@F*E)VzA6{ior&{oJC$Qm?B0+
zsvxPE1UMv>!jM7IW0$T}MN)WCWp6NZ6FM?u5J@J$jhe&wR$?a;FhpumvX`iq$;R<=
zOFjyFpMd)^*;$wm#x6PwER~U*g&I7Q1o%f8z@C+?ag1NGNM6ZaSf^;A6ntt@O|c|F
zM}ec}z)O*lY^70CX_|T<`BDj)(W0gD0*7W)jtgvT!ph|f2BLz)lq23bxeRWJbtrlM
z0#&Y2E1Sceit3Gn)D{jTzlm^~f?M)uuaG+I>XGTl;L|I3iDLJGEi>2=uLH+7xQWwC
z;APiJ+Q<p;^~U2FykvoZ?AZCHvJX4K-&<t*bM=bPCekMhMy5Yfs{Ci@lDPs=!BvOa
z(hxQ>kK_L~_xrggv*^vY`H|bg$nBkxXnrKhkHmzL7^3L>2#rSQ^$bM&LGCO2i6pxs
z0}6R1o0`v*smaVT3F9-jAW~R?PDhKgRoD|&9ec~7MedX=3OFo@IoCkuUH~{hpepqZ
z6j)pKzXq5CGHxh9XJ%o{oJ;Om98ZCO*-Dm+Otk2o1K*!n)+ivWz|m%M28%s@-+{r_
z6lMbBZ;WSwNolqSw3yomTHt4xUJ<(FNP<Kcn6SXL8CcguD#3mR22J8KP>tA8`5xSI
zwUb!g6k8pfZ6K!wt>ltPU947+mMjNLC3k6jRk2B#t7HOcfj2bZH3QQucs6Ii&6^93
z$gXOv0hISD0(ja$(Zc%{;KY8d_`(GVs<cp8)b4;h=B`}hEs*ZT#WaHzx3Z7OlbD>m
z*&Bej9`q$rN>%AB3qC}6ts_b00*4F_FO5*~`Qlz9X_*<ug$bpXD&-ZzkR+>uUR2JS
z3(iUGikFpEEZ06j2V{DH*Io9Y7R5x?r-8-9B9%<gRBvDsZ++BzaZo|C>0A@^!g~?}
zZ=A?}d(e#qDCxMo++-wlO44Vu2~w)S@hQoGeg9`pNtH8aPLUK=$;^)dT}hvYtwyR?
zViEvO_Td+H6nT4$7VyO+DDW44d}7*ggk3ERW)I1WUw|pTGXtA%6gW@bB$+u}Yc9Si
z6HSl|b`45y+`L$rAfw7=qRX)G3Jx$AnNCSYd<T#Wc8D?9F9=1{VloC>g8VXp9Rrcc
ztnjcWyNGuIg{Ku6Ww6^<($VQ9sX9iI2bo-Iz(9b(RDepNCh0+Q!47q3BgTpmo0nlH
zfqrtU!m=Nb4{*#c;*C7Yf+{I&^^zS}Ejm7M?X_D2uU(E#3|wa_F_dbBtD^<BlGjOo
z9fy+i*gcL<FY>Bk-y!(kGm?HW#?DIy>OBzN43LgWrSDTxW$BG5sX}InP%8tk_Q66Z
z8$9qtwS3qrEUpa2QDpZ0q5^klW|<G=&hRo6K8<CQEHexR47R{YMtR1tupi-^MOkT?
zy<G<xSy^RS44J>gt@kAZH)md#A;3;~KS5IRYfgnNd|xZu)JFxWil&y7RhAs`p+L2|
z7QC`0ol;WO@@QC<NlqA6Ufkl@qj;QB7ZwgA%mQ>^I2lL$mYAYDfRK<Y&?PDpvMAwL
zVx*eF`jJH`lF6c>GT1Z|c#*5{a)hZ!NQ(JAbnJ(J=3RIaF22>`aR0pSqhmimwlXGq
zPCZ&co>PUe^1A3dzivjp^TnWd@99VM6<0OS-1UOHb^V^u*2lYF72L0`ns=>^weIy(
zytPBHb|BN>#=yqAzgha{rL7#_Jt%Y!A_%5p;7x;qk}efO;_I)!KA8Q=K)3^f>-1I{
zUB4q-Cy|TdU6kOWRx8D7A2N}@v~D+}kvIyFe1H@JB&s8KO}4+T`e_w%o!Y2{2m)_9
zEtpOt(`f*AtWBtYbvwb=UlHoBAa{9KHH+1?$aMFY4co7v*P<wRmk-_*f_G8<-KUQF
zhm9XMuA6vANN|K!4WhH*VgJYd>*0+V-q|BKdsa=Qv9D}+kn0MB?fJr;H;oFWQDhq3
zGZ4<MRig;=a(4pJ8X`i&@Z%};#@l?uZK2^d@|K5Hi|Fs%@ptF_-CO4ELEe8+@Lxox
zW2M1f-QbYxRS3MPUoiC}Q@>c-x>Fm<*M?BIm#@7b)LvM%m71Sj{{XqpLf}p31k*WW
zI``C9w`vuA$5yR?ou%$`Vpvyc6RR6`s)PCJ;CdTh9TKWT==gBHdKgs?Kk=ZO@%(5U
zjmCF9wZCZlB(mYz^6+)%gt~LQ=e*!Kzoy%@HzNO;Z5?m#6YPD+-nZM<FS`0fmtSyo
zh^_|l*onQ$iuRh%35dSL(H>C|JUUvl?pcU%-<s{wecs+Cc6352%iCKaJazbY9L;%0
z^ZE$y=oB2CsCyvq7~mZPk7v>K>HNqvKQb-)+y9RH8*XE4Tg&?|2>uH@{-L~o=<(2#
z8s0xH_{Y~QPo4ht{+;I2`R3DG6yMw@H23A5eY~^pX+!5uLwCNRd&|T(oEI9-uZ@U-
z$WGv7K5%mD!s9AFFfIhf*G9#z-kq-gd{;lZ_$J@=meBPUa)q9Co)tQ;Jn^C%bA0E#
z&^eD<%fs5Wr{2~*qQ)KBi0p*>^5MSi+fOuncuWY7J(<miCsBA(Y&*4eTWGuZxQ%bS
z@~CRJF)TC=JZ?u<@1mI$-$)CMH1Zu1faP0{|Ks@IU;D>vV&~=U5bC@PL2N(1J}0(x
ziXA6+!zVYp{wcB<*|QptH|`M-Az$dL8p7WxH1=+vMZ>qzoh09w5*ky;cSzWcjG)(`
z&8%=Ijo!`ik@tnj`>3NlJhF<R<Bx3r$@UDlkD)j%#FzHqIHeiVeoheG!`d(97>Yu}
z+Ha5dVTA|L(A#K=5~gUh_<#@Rgm4bEl!vv6k0uV`l99Y)1UW{YoI$t9{8bWNC1oaU
z`+iK?)V5~($Od$8zbIl>|C1U1BkP`xu(^=8J#TGC)^^d|@NoL$>GclY-HCO_i0BLa
zo#k&V>vwoxkKpTB9ewJo-6LwPp7p{FW`i#7uME(1L_38^+kOX=9AY3j#849au6WJ*
zk@Z<?kI?!$y8ag5`nJ&eHu9H;HOp?WweZ}vm4rLrmKNYi>fJ0Kye|arui2hDgL{P2
z;n@ujioUSuYZiQ6qAw^0PJuG$^nfzx^nfzx^nfyGJvv&O0Llc<iA^11Yeek1xYIL~
z?-@eFlYGxDq30IBYQvq|JZslJy7rZg=p53BzLVc$xQ{0G?64GTKge6#cx&5k@VF2h
zdi)w692bJ)sJ=X`jz4wQ?-2%T&HA}t_5DNNmW^+|C^TP`i)0=Pe-FNZx!aHJ5gu#J
zuHEyn>f<VO?D7@|5d_{oBG^ZeeMEHDKkWOsZ{5Z_y9H<W*15d%0&-q>Z2C9L?=4UM
zg1<B^T$)CA6ZuOCbSbeLz9cqxq3+9k^JTH+%(ex=J=i4#PZyU4>*-Fcr#rEVZaq4}
zq6V7U(<rlQgm?D{?w+mNd3Qf@_y0ME`M<EPSi-)Kw1R}y$PyOLTf@9H{M2>q;rPen
z>)wqf-gR7X9bdgHHiduH^$%SeA8a#x)1c5axYKkc-*km<8WWnvki`#j-V_mnSDyeg
zObWqCR9_x|8Cp7!B?w!qy?Ku?S+8lH*0=8wItOT5h}MQgZ{5SCkCz_ZUuSr4Sn!5-
zyeIPB6TJ7N;5~`XjOM+g$UFMv=Kp-_zrTfU-9hg}`H8#2#NC~V+5E&TKQS*%%%fyB
zKaoWfS@Fax|7!fL5uLljpBNQRj3VE0(bw>(Vy}X@rn#^A8W65=uTArgCc)9P9?Lu0
zk)!=-$EmG1Hmi3!F628dpuTawV?yYdK=xLQG;B?E)|*;c`d@ouL~qO@I)hqSzLgbP
zS>!Jdpam4ZjG}WB=vWkoH{K~Ec>7(!eizyAicbF?VRqcnK9iYGZ0X$|N6n)uwtE?k
zU?E_OoJK8!YZGe|&+x`Dg{J3(=|#l6zpwf_Wz`2Us6L3HqV>CC8J@#cqS+gHM;mgq
zJ!|U|{T*T;yfKda=f#E&p`qvHPc>`Suk1v}B@McC15HMS$$7Mp0i-_A+`zbX+{B6+
zV!#$+C~5kxc&%Zr0agu^RW5H0B5QEBsaLeuiS~NI-Xhv-MPC=_$7UM{bh8Zvy4eN-
z-EefYI<YzdqSk!j`vC#{X>UL#`j->iaWs}fEi~Uk3oSHiq)P|Wi(6LYx(I<cT@p-}
zkm(Xk!~&XJQ#q{Nt!Wl&PH!zdZhvwfy%`5mWZ~ohH|H>>5yU_vh@r&#Vlha9uVcsC
znfG>XTot-5@!kQ!I{>HcYS7(8<)HSLuWsLj)R<;Kix#rN!Ux67{;g#Yj}0-54KY+S
z4r&2zuw4k8*`7d?cM<&qC=Cwab`V25h@qtZyW-Vqu^JSFrgB=dTjSptLg%JX%^kkx
zj!<(4S?<6fwi;B^ygmtfOR$D<%Uha_g<Tjr*s~S>*Y4kT^CyRdlS6!PSO^a91h3`~
zXemqMo(^{?bSuQ4%OJj#<Adc#rQuoasH$hxe$nF>>)J(cNCZ7sSz$K=!`aQiaCY-o
zKEh)A+1bDD|7riDZoVokRE3dg<X;9iN4L^^*ND(Hg1Sa_tE`14sIHT*>JqBD;3J8D
znb}OBbEAA@Oo)u3LNJYe{gsulxc3Nc#S~0vKgNt@`KblD2e;pa2*Q)eRSR#rA((C;
z(~VtQ{e}*mdK=kp^S0Z9?KU#qhB<w`SAjv`)K}&|GooLAok_u?_kRw}*Al<8cm^W6
z-!)lqI-(yqY5d(u9ZsLt;Pjce4>Heey|XUeA56H>A6)ubpYabq+~^PW8k|1nhV&n6
z%?Y3GkIg3%PTgnD3P^wE(<SPO&*}$4_w>5Z3CV~*vB8#5UFHFNK`{%TzQq<34E`>I
z!L~Tb4Auc`T1+Np80;uu{t8Ffvd{c`TyH3R_r@4-iEIlqfkR6E&PTTP$<`;?jwc(|
z3MM+I(j<bvYn!7|@KsO2;w78nobp#anMlD{RLC&cIWIYsn#DxnbBqjQ$K~E4;*nJ8
zi#BjNF&V}o*OrE(VyQ$DOl3s`W$WM1ag!>rUMAv0*uym^=|``Pye?IZfQ{t}*a^Wl
zDOqo_U?fW^S@`6H1dEnb3HF`w!beJ`XcT`A7mXIomwyjX<xg+quZ<+5@+plC8wvNZ
zlx>*uM=4-#gU@ng8%){fE8m#<VA|Ov)z63k6<f<QAA=VJ<W!>pJ*cT(vEiRcm{;VV
zNQBX0;rViru&&5Ik*Hjee<D$}BL7695vhYnG$3_&iW~ns>xTg1DRB$ESP+Tp=&*1Y
zb`eCVf=HZ1>Tp;|aZZ>tt`(y|I7PGLXI)~|&{I?Ws!=f2KN{T_+HMDPQo-0Hni_C%
z!=v~o3%n^Lm_mCMI-6n7Xw-mmhUiNi!2>WvcEVi0>J=*M9-ZSWTZGD%6~ms1sIsqR
z*Ds6aY6yEqy$c#cga|tvc(v|5tx41Q$OtDqP3L~}xelrXjZ3cGa}h?{%G}y}$PnNS
z0l^Sh(cvu)n@W)R?21t&bUQ>%o~T*t-|{{gMlllIrO^EcD4Rn>4Ntr;5bq=6{ihoJ
zPrN_$t~%G~6)&%86*R4TT8-u^R_74oG28ab44@K!;`^a*wG*|SS@H3jvx4UAp7yF9
Xny#Do2sxp?VF>5;Td6B$x7hy!a<Z1N

diff --git a/Voice-Driven_banking-Lam/Backend/__pycache__/main.cpython-313.pyc b/Voice-Driven_banking-Lam/Backend/__pycache__/main.cpython-313.pyc
deleted file mode 100644
index 013ae079e1d1ba1309b343146d8355b9c2a6bb5e..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 2095
zcmah}&2JM&6rb_#di@bQi5(J1Q!?SRrs+C>5G10N+|Y;+zM3ucfF*0QJGNI@?^?6#
z(D)Rf5^$oIN^t7Am-f;FJ*NE!3>3v$;M88YIZZ3IY7c$0{)k&4b)=bjU-M?(yx)5}
zi9`&+c>Zjq{M`UTKXax#A{}DqEJo-{q#_kBp$nK{!s*ab=z_q6fEJcSCW1^@l9&X$
zxD>u1Gnt^gd;p#5xB*UF9_l*Z-4AeiYM1X)sx*s(Gb3He?ha?-r{Gn5uz@^2fYh)m
zs}VIiE3iZssj-hSOXd^HlWm*+H813oYFr)2;$S9bCAcNAJk@X0rqyKk4s~$67Y7>#
z>%(ub9_m>S_gSY)LMHW^n`f{uFKDipySfNua{kJ)ddV~li{8{2y$qtb<!DC1a6D?S
z0V`Q_jav01*Bw)*<U`F~HSH4Y`YN>z^3IhiwTbG~7$|d#nfi)K^%|pOjhnw`Fmny`
zE1gqXwQ8BV=9!L7s?JTys6kfNN#{A!WWi+A^&Cd0i3ZNk*GeUR*@6~0Cl$w_maEjI
z<I0ROlM#H$Gd+v?af7-#GppRMFRxMN0+A8xLuJpa&SkTfqia^#alQJU|4Qag&dkj8
z#K%vZ=AM<~b7w&8<71yN4$O?`Cp61)ZWbJ7!i!vgxXtPi0JS|+v)rylg?eSj=&@z0
z8Soxoc0G-GwW{8qu`n=qVD9_?%Rxi{-Zy&sWuZs*2o-meOVIxRvkmRqme3TsA$Hx!
zNIQs--G5&0>UMWkxQ3EYL??w^Ka)^$Hp-z=XD{L+dS94CMSNN);*4~;ex#F2(x2*1
z?8LN9_$!YZN_}}AvP@jc)&M4MM`M}w4mK>vc-gV|*MX6zkgLqmDK$76Jcn?E5>5AN
zn$`26)F<Z|_=i*z%9z85QDfY`bNd{rXB3j_LtsT)C${5}V$IeANa_w_RQIfP1u`DC
zoKlH0Uo`Ea<3~UGOs8#tMF48SHBcOwy1f30|L*);{u+ei<{_X}x}HBr-Br)2=FeTK
z<~zlbuV|*NRM-7P=Sc;qEZbva;6Z`uF2nK~ZJ=Mo*xjXDOO2s3KZ&!g(6Cg-zwJlS
z!3XjC@y1B`dBptVWqf1@VNkq`Bp(dkA8d@zKAw7<Zk(l!y~V9a=}DyYS4-dqf4j%P
z?d{RrB!09fi@w1?d>hM62;c9^jR~763HZ%12?U!H0?<Cr{tKibI30kLH^(+eRjh_)
z@F5f=U8tXq<%nxmsum^8f&YZQP<2e(<C)SOyJ)fs@ygI1t}YVOC9G!KkQXK9%N6Rn
zT8Y*#eo8IfsZf4`TfVv1!1*b1-E>WlWDQ4mNfDCFodQ#<z)uF?QNBj(EqLk<OvFZE
z@uLi?u)yEO-UeQU>84@ff8C0q#AsuTHsZyGSp3uFRdQRBac0Dqi_j*us>ygI`ePkV
zsr0&~0)TNDKjF(9EfAF-a$G;$Zk|lyn)r(5n)*EdhmtQYUS7E3M@!VZ*hW{RP_VTM
zEfm-=Hx{65e7W0YlA2)@cCYgzj@<_tUjR2jKta500vxpCjhux}S+nQ|Y#L-7pze>b
z03I;@J&f?gD|F%oO1?nRS7`rs1mS_t6D^QOwov*hN<TdM)%2t3r|4)iI<yrXe;OTs
zc;;F3&_;MWjO1i9cA`1tH3!n$vM7f(gkMLbcxXdzB@q_4Q0fUvHN{jjwXZok-b{~v
zaX467afH*`D2zj`Q52HyPTZQfXFkJww?k=M#ybKE?P~>O>pbTAv0G#J(sw4dLn1B(
K>SUV?g8T<Qq#2U{

diff --git a/Voice-Driven_banking-Lam/Backend/models/__pycache__/api_models.cpython-311.pyc b/Voice-Driven_banking-Lam/Backend/models/__pycache__/api_models.cpython-311.pyc
deleted file mode 100644
index 96bed3f7f7febadf7acf86fff387c2198b833e1b..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 889
zcmah{y>AmS6o1Y+mrK;N6)lli7(hrpse+*$DpXaXjevnB5~a)Ogk{ABuDvhLmx^px
z#K71AsTmkDfe-_K3W?Mq@>Ge5EhtQ#u#+nkfmGkSpMUSe_IuC%Sglq-jjuCbUhE-&
zZ(2DY#hi@qD{>4B81f-N4nmq2{6b(jMt~h06rEyVIwpbwJOF0A0fssHU;unp|8zJd
zR@?#G{H|3S$?_%@d^=*?x3RREaq2}O^(B7fiB#gc*Gi>vFYL7P<&z2L%J{V+$H2is
z44lF)aD!up)|GX_3cs158N*JIo4lla*0aL3d=r2_Osy{Fk>yJx&1s}6rX=ULqVRwx
zf<NXWjzYm@xh;4?QvNEH)g(7g)e3DhFCvVlv>~yc<ZR4C=7rA*ZRz^$inIs`X}}4Q
z6+(iDwSCQJ2zlA2e(o_un#egqXc$H*)e8k7NmbRA=nf^OhLVO^1)pH75YE=N?z+1w
zH{l+5t$p5c>s;)oQS8>YV|SA(Q^;I(BKL($V^1Hh=<T?Zl=W5`^n(z43bG5|aPCUh
z$Qp-@;X<vCwG41=IKPlJv*uy*^p>5~-!2`kc8%^%*Lt^cQn}H`wvqw1hj&)8#?iy>
zlitmq=q<f}da}6O$16$(6I3L*dVYArwxktz7!6aemFRaR&9oD%?oF%K$z3RYlJugs
zO?Id$c4n<lJGznRt5?q*M5JJ3AcRigdjD@3!gBvI8DSHxj^JN7>ip2wpZ{@968Z&%
C4dJ^0

diff --git a/Voice-Driven_banking-Lam/Backend/models/__pycache__/audio_models.cpython-311.pyc b/Voice-Driven_banking-Lam/Backend/models/__pycache__/audio_models.cpython-311.pyc
deleted file mode 100644
index 741b804b96cb1dd34e113eede6a24c19d5fc8b2c..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 1430
zcmah|%}*0S6rcU*cDs}>Lt-_NETV@d1TTI>LX0AbR;7(mE=`lkurrhm+ugde1<Pqk
zJeYW?Cyw4U#($>V$X-2pD}fUy-^{im7Gyf}>zntR_ukBVZ@-O>S_nqt^{0(B6``ME
zGZ>k^aI_A>9-@dU9%?96ML{ZhhN$`hQH?2IHH3b^N=H?doDN)Oh|?rz0GA!&bZWjq
z#oRC9rl=&jCBoTCK$++CJ<GpAoTJCE-9rpj6^g3rD%`EAF`Z?ox(E!_s)pR@a+j%Q
znNBl1S%lz(k?J5?HnE<xs2i00W-HpMST+n9(_RlkJ7f-Xw_Lw&6LH9<BqDQm)NZ;C
z@w~Q8xJ_(v&HHz4<~wj#YV#-rgL&yGv7{Xqc8SXT#Po<?Z;?7HCl+U%yMd2gS~L?A
zW1ln_#)*Y-BcLr$$a#$4wTRbevKZ6A0ksA(l5vcQ?*|cyzzN4VG~v}@4&XaF0z@YZ
zPZw&doQ1r$<vN?JU0Y^+GYXou<&|b_iGa$dHHgJLUQ6$pZswcqP*h%mNH>285dZb-
zscOdTApr)OoQf-PWw&xLRfwN|bh>&0=DuDyxG@vI=x81K+3M;uF!v>b5Ka!fpI_N&
zp#N7{sGFWxZ`u2((uzdg?hVzAHv^xF!fm_Jh8=~(=T7LZL46`H>sLn?a=B=P;tL2z
z1mp#b3K$bGE?`1{yz&(xO$|U8@Y?_vre<U;F2$u?SaB)!AdJs{^c*n%d-U0Mh7=gd
zh-}?{4jx{TgF5qBNFvC<X)mXF2n`6mlauN@+hi-rJAofDKf=)ItX#}qlAi*Y|C^+%
zLMK4vjXwamFiC&<r!X78>dba^G4~~ckfu#|Di<?}*=$qdN3Ii!zD&DR)<ecSTc{Ir
zG5wGph1cP*0*ikE=xK_g9H8m$+1b+#<z^2JL+9F|&>o*s6S^|iL&G3Wg7)~7%4d{Y
RJv0oR;-SzUpF_z9{|0S(PgVc`

diff --git a/Voice-Driven_banking-Lam/Backend/models/__pycache__/banking_models.cpython-311.pyc b/Voice-Driven_banking-Lam/Backend/models/__pycache__/banking_models.cpython-311.pyc
deleted file mode 100644
index 5fc9a30bcdb16cd63944251ae5d75b13fdb172e5..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 1615
zcmah}zi-<{6h8ivXf=xM#7&SQaEJnJ!=Uigp(%_MaRsD<Ww!~k5CVuR@8S?9kIeDd
zM4o6ML&gjRqOntpqC@|Jj@@OTgTS>@HWluasqdYrrjlXgc=z!g-@A9b@8jdo-EN0K
z`|S_@I4}wM3n%mDG{)%>7_SH;%t%OT1crgOnV6{+Sg9S@sS`K`G08o`tmlN;-1x~N
z<X0H87PPd_0blEkudRJ;@VRGvE?ap({LX7k;~VwL4lQ^;V?6P#+TG7poC%uLb}x=p
zZQT{asM%28=G&j%gy}27NnkJ%m=EC?fyHg^FmoF`+Op7MHf-k9mv^W*jK#sXC6~kd
z{7K0Rb@XM&gVxNvC=-gt0)jmCn0sZx<tK$Fs468*yo8E_k{)mmmdfFlURihaBvkyF
zs@u3AjM<*ws@*UYH05Dfcfv5uSec-GAq=0CG-*8TFl1Q-kF7$<dNmBG5SgNQ{2~m0
zA*XoWH``x*F?a}xi^2DCbjXK;9xo16mJfRUe6T~|kzfPZfhWb_yV((OLzr&mL+L^a
z4K^6X7C`mCYigQ~J0%D$vc6I6SNq5NlkQrzTkRghsCMP0d4dHIFdMehuK~^%fmuO|
zx48>qtUNNW=_LqnEs)FBB3W9bjYW})9H`(&_ZyXF(`A{?=tD*EluM5a24m;}xn%?r
za^^9rXd_%#@>x2q-Ck{@&+o|h;PvDMgf7BGgjIw!gsTX6c!^acTL|k2nx@NWy*~%c
zRNMnNm+_6OWBUs96Z^{KBfsjsxcTz4ku`cSa(}q<XXnGQ?L$A&2*zv=Ourz-fA#Pw
zc-|?+oNfo`Zq*-rljUVX6>n(o0SEKaxUEUQ%hFhQa#k*$%DlW;;iXx0s0sBRWk9yB
zmWEpw3jsg!*Z3Ez*F>3yN`fpj(jWJp@4kcQ>$uK}g<578zZ{8xgcqL!oXhU&rK(@`
zkNcDBn`3+9Wi+<ozImb%j2WGnYR_M(-F(QXP;n%Y&$^|CIs68erPkG?1=jDesQepu
zdsgUoqz5?+7{%`ZQ_C=n3E3Pk_6hlTe14zWj<G%^XJO?3jZgo1>$>O|w=i-UMz=BY
Y7DhHMh`fQ3%kbkhjJ$!7%P!5*zjjQAfB*mh

diff --git a/Voice-Driven_banking-Lam/Backend/services/__pycache__/eamil_services.cpython-311.pyc b/Voice-Driven_banking-Lam/Backend/services/__pycache__/eamil_services.cpython-311.pyc
deleted file mode 100644
index 7cd451faa9bd1695f19256aa444e4e4ebd1e1cdc..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 3705
zcmaJEU2GG{dDdRrYkTed5EB9%nU>^8Ao!pp2m(dT<%hqJq)AGP71i2!$Id3}UEl0F
zAy!hE(^Z!uRH%e>NOwqiIZ6c&Jn~qbxYufpd^&3-B-EdWdvisR&^`5=bsXCv?Ra+P
zoB4j`oB4ib{O3?8fS{Z{@^oPwpntGIwRpFHH_thQzCbdPITgh!Js0Dgu`A|+-le+J
ze2nK9&aHaVo|q@?jd`6hulmwLOyH0U5#bStd{UK<oH^H`zdAtzk6@)I@Ks7I2t3@P
zSRKor9r(}=ymtpaEc-~4EWqa{%}K8u_>7OWkboRqaxs}y2Y%OLYgInLd#dnLu~8O>
zNN}^QimmVE&`wG@9E-?JvArO@g+$2SN3hxxXGO*rYbWjW!2guiOd?+*x#gkzJ*nIb
z(_vrz+ErL?-HloXj@~^#FrtZG&K5`0lA>NCh9RX$ugex>$t0$dCbploGEq$l$bzaa
z$#GdXiMDKuGouqDqto%xYeSdE?N+CY4^2(Qr-o)`emyxoVmDEeP%;Y9%s654ZMSY_
zY%e8dmTHOZU4stHpWN`h`6tYNflL6ah5F1oO5>o(S1|}}GM@K}%)Pf`*9<bZeF>pO
zPnD_B>&#Gf9)Y($<s0SX0J-j3b8Y%+R5fU)2d=wi?-~d8@~yd{6&`xld9$TP-?;L+
zXU(%&r(un5ZHE>RIsP?|95@do_2&e0K{mIB01_GGM`olZXE9iX<&Ye1^t%DH?ln8A
zc-VVWz2rt(4y}1N>&~ghRnJpzvt9VZHLe=8wj+jNr_JoQlV1xSMkkTMueffyZ=e;9
zLpLB_aHzpEnrd=ukleC{zC;gQjdq1~T4&H<Wa1iS7otbkeGL+K_q9E1J|<CaecHBD
z&l{lsy6<;B8N9Cot#B)-qH}K~_s0N+GN#kCWExn~uoEMAMKKq!xj=A+>dT5uWIQ=L
z1!x%?M3W7yn9+d4IqigzG3X4Ks9BmNSV=m}Te2jBahcf2CK3?b$*iib_Te!}H3-&W
z5xSxnB<e`W{nE(+I6)!YHB$i^+*2Roefa$l@5P#K;)Jdxl~fiOv7+H9BnO;SR1zKg
zfms3ahA*vXS(6w!q5JY+_ch#|$&EXU&gxjof*!D50y0h?&ZtBJ-LmkpGf3*Hs;?+o
z3QuYT&q6A~Q<7n<=v2l%a4x---RDkKj%0R0F`VOCQB)Pr6TB>`iVRXHJ~@E5l<31*
zSWd;cPqq$nM0a*!EJ&2Cx-A0iAZe?*Mxyv~60ho6EGx2h#KdW7X^W7OPqM@?`y6Zn
zY-mVHqOM{krRh~+jw!azxa)?VrTDt8BnbXk(w5lHt`n*x+4dD(!^65vY~M_Fevu?h
zn;)Zk+IG$Axv-HoGtm^wqS1t&Rtj(v=0f%68Jx&<GEb>k{ynQ>Q^&Kp{bL{i%mf4G
zP0m?441*ZVB#@hlxS}QX-WJMo92KCky{eu{5o&t~r8=c7{n~C#U!g3C+Ja%yB)cOh
ziw`?!5Hk+`05^nb`<T+IGH(kr*Jh{UGc)71Cqos$ctED2*&<USo~~RwHqVx}{i8P%
zB*PA)SD-8-QuYk7gXCsLp{sG{QVN4bA!<w_SH=Nn5Ak_jUbWq6BV~IHLYF~jju>nY
zEIL^E@xt)n+^+y<%q=U4C9*m<LX0I-&&-Wn%glW&!IUP?F<vl`F-N4dqQ<MkXlB(8
zI|{=sR=LpVhakKeKI3m-k34!CM&iCQa(N=(b)IzkS3>x%cw4k03k5+b3W_BtrKYxx
z>{~C|bKrj8pQ87pU!Q$8Z5=*SIDDoEZR?r*)lvk1AL)G=>3w{(5E&>&2J#bSudh{j
z?Gefz=*x&T0y;IsmHpdeHkrTjwhaZ_{}8<s%@3D&-{+H`PTspx;5&<ar^R=cBIokM
z8~$4puUZcQ;JtOV)Z7UGf9rCY4|*d13bhqOA6SQ?&)kJje=*cwMs9!ibMGs$<=#hM
zpD&0fisA`NJW&!`?~dOde|Ye_BWDZZU{M^j#6g(+UhI4+c5b>0Vpmb@vc#^k5BMD+
zPV;Xj?mw)l&Fu!gd-ra)>9+yoZ@L@29kkjmKGUIrS`aQ3g-e!jsnoP*!+iHD*yfyj
zt=YD~z_XuNkpZZG<u}BFFj^EwEn(EL#zwaCgLU7PJzzfQjh};Ezv+&QoI~FX4h2VA
z+%G&L3|_SGBN5+=h?~LtI0koM2A>Oze&qhv(>Z$7{q0c?z_t*NL%?eBIK-AmCCfz3
z{q*?p<9Ir&X)N+bSvcdFio4-iNF*50x#sJRZ~h|1+>b@O?LGOkQ~d*{vt6Ll-@p2O
zh4lXfdTxIdPgOE$Vu2)<SbCz6o9FeL(d-o_<l&uqA<2fU5XHkaCMTQM-wEs{axwvi
z7&fB49h5ygZI^D?K9(t9V|K{VExHxhPG)fOMkQr<D-TG@9(}eyMa=O^f`Q}Gq%?`g
zDSK+$UckUrQkRL`kZWvyUe{G8@a*8cWGIPY=k~Gr%M)Xh^aI8jhO5SmZ$Cb5!5Oo+
zr*G>bq-{X=7xV^NM7yE+Q8=I0<*Z6B&_Nio{~3k`ZQ0FnTnUBq&aZ_0dFNL*^Pz<r
zY6<mNyVVjpWHr{Z7ja@fcq{Z-C?6{M_iwZp{rexBDfqjJ{;s?i(9Ini^v>#oLxrZE
zVpC6EEJY68o4$X;>O575^cN%j7HTc?$GFJma2Y}OIN@~9WT)HN%yEbpH*zoC9hSSJ
z#JA@!7WwuEsjpOvKUUz675QTTl=#5sS3kXKHTM_zfg(R(@dKd8-k$tKsi{4G>2>(v
zhW6mMkAG7LpDu<^=P$nYg&|Ts39bZ*&WTL&{DRd+DzzXai$c<>*4Nc!C>4bHqA+h&
QYxw};_k&jSES&p)0TTYIzW@LL

diff --git a/Voice-Driven_banking-Lam/Backend/services/__pycache__/email_service.cpython-311.pyc b/Voice-Driven_banking-Lam/Backend/services/__pycache__/email_service.cpython-311.pyc
deleted file mode 100644
index 2e90e931cb3d943a8f6b2f91d28438824eabbf79..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 1185
zcmZ`&-D^`x6hCvna&MC~%BH(gRIV5n^U^nqlvQxI5yYewQWZlWq@A&Q*L!or+(}zY
zyJVL>l)mhvf-Ll5@dH7{Cm;1cNTCm5KoG<S-vULDKJA&CrZkFY&Ybf*XXc)nbLQN~
z>GTL7?WA7(zHI<}P{x3)1F*M+;66~G#D_{>lL|pw^R+;)=tTK+-w4c#8Dqn@f<z?|
zW8&KtTLYGOgi)RiVgmv6!5_}R!A2etT*uj`N|Kr^MJ=2OmcC<Ad&8)VQc{Mz^GR))
z$rEXpu9gaOY(*eWD_m;%!fV#KawPq*PHQw2tg$3*5!P5x_k5{`qA4xTM2j~Tw1d->
zQt9eA_g<m64-N>_1KK{k*ubMSC2Qm%mSGJZ!oS9F0+_sBhO;2BtOLpcKew(8#Z@PM
zL)2K)FrxN##M?m4b?r}$TIB<@OqO9qzYWVIpIFV7S%XII?A&#C$*a3@z7wlwrVBR<
z#o6nn!pxjonw>68xwpcWPu&Q2$D3CTSA_1|>i88b5TnXCT#JKDxieSthP3=}aglLp
zc#S)ubP6jAtSP*(Ax*}4$n!c^HRK5tlCVgn=DP0w#owl?HzLNP>XNr`m))yQv*@k}
zo7L%3v-)ctT@6~rbzEgpH9oL*U`{me$x(He8opZp0r@cuo5UHdplCzSIAM-`v`7C*
zZY4X}Yp-<_$Zt;c^^RTKwTm6Q*v<T~DZYIE8B$|C(99#^9e$kJN_EE0zdVBidB>jI
zwI@6FWH*!DYz@X2q@IbNqK>k7_}^|0{u{acqyGHV<>UI><0is<MkZ95yvCwTM1g4f
z-n`88pCa%AHX*QGxhjp!9`Oc)#^tJAq}6X*ZYo0yBk3$MQS4XWuGJd#fYoYT{kl?*
z1ir|882WK#p28k_foD+c+rI=MZTajHKZT}h;Yj_3J)IEJh0%6Aj(}VThPVq8onh|6
z>CP~B!D+|iJtW)7ztS7&cDn0~Z~nCFj6b-r<K%XoT-)jy<7DhXxd*7WqgXu=vHGsy
IC-JKP0}R_ThX4Qo

diff --git a/Voice-Driven_banking-Lam/Backend/services/__pycache__/firestore_db.cpython-311.pyc b/Voice-Driven_banking-Lam/Backend/services/__pycache__/firestore_db.cpython-311.pyc
deleted file mode 100644
index c8dee6dd59fe762b0204b3d7ea2bec11c02c0b9c..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 10813
zcmdTqYi!#_nxsU@k|<fSqgZ~#4dX`}rIxmhlWvmD%aQHYd8lpTwyEPpON*2(N0wZY
z&O?=bz9x57j2z-Ec9C2+iwd}+=b$|xI2;cCv3JPffTF(+q(Q&}0RsUJ0e1iS5EKad
z>%JLEq$Jx(Q0$L8n)+rqGyFI+-}@W?qsQYS;QH@ZzM2?sff7BGFWdtUPlri@xJz&Z
zN2Z7oR9aHR6gfgpSw<|R-fkVS;(ls`!liA*hD-a1-9qrT$+|L9-ti4!`xbusHR9w*
z*2P(G5+gL%%u&3Xv+?c(#o2G#Mm$^{)GeIjCN)xz>YS7JLZ1tsefXJ%HaE1{IS;fo
z7;W`@BeZ#;ZJW{N<GlzsM`mF*2?y5zy?&$D2EBTZooj@i?YPIrH}PKBn9>E`-UfYv
zE&BY>*UYsTIGgwu_+m8%2N!^qwQ}S+BG~$8gf|+rXmniQIX*2V*_5a`6G?#=rHsJG
z%O6Ii4SqM^_jJxm5T^(dXd<EZ()HICgwsh#mU0V0Od9n?QtX%P6+KkBUO;#^T%4tv
zPQtk4F$bCS+#DxoG54$*&nzJ|RN!%z>p7xk94Wyn%hzO?7l|BMJ&q)#rt&C)D7ekK
zS>vp=@1*}-GB^@;$ygajRgavtY%$JOGtQc`2$q~x+)*`~dUFnDjk8z33lao$tJ+6z
zd33>7u2q(~n)Qf{Qm5I^)#a?eC;m`Fzt6}m_Pqwz?3Vk^IdYaH`3-Q?w+2_e)b2ZL
z*DH0Kvz^>lu73lSZ_5t^`!aNO)nZ0F*-1#d4Kzd-A#~4DRaDt-_L?=0&QTk84bg@r
zJ_9&Q%~4m$tHd?y$HY}K=+1uOV&ED|Cy~r1v%JVi6Ff6mmRu&DN`gFxnc<0~$RuXc
zaVeQeGvY*MCdDyhJQHVADV}38={OI7VW+24$vCSIl2}2SnGWk;kX{oRkxlT7l)*2-
zcL3wmOiD^lr=T@C#f$pTsMZjRA>A>?ihL}dNhgxy*@!u%q%m2JnGuueac0ACW_N^5
zUtvXtPhUw2ne-H_AsE*DgF|Nr&JDkNb|CiN*>_J4M22HS{n{&L>$!om9}YzZVttXw
zyB|b{WAF71zmpv_KOF{q%oSEhvSTUOs&qzT5}BDa7iLbd>C0#;37(Z^K<zPClc^Ni
zATBAQ!CW}oW8x8c;Yt#AjE%?Pb&0vmUpJ94taOOcoYO*Pl8;M6T(;kQapT%IL$y1V
z0lF|8e}zwFruD^V_n268qB7!4JkE<^VkVWk&QxFyXI~ra8}2)Oh#6#)h`K;Bv)g2j
zLrkzqvv6ZteWFY)mYYhZHCqh$K-4T5QL8IaK(mhXl15F68R$-BSWXm>V$|peFG$G*
z;u&76H@|`~X!cZQe4H0FDw$4XG&^7bY+Bt_R!GBMYt%F=O=x!hT2homtzi)68qG+9
zh#&)kkP!rA95lPWTFp6dEzVCP&eUu?>JHj8uQ73*%`^%bFwIrk`&g3G96*~G{t(HF
z$i^UfVSYLsIW+nK?7cV&goGiZ{k(Wt%1n>;pP3##!9r7-8!gdB97UhOmN3SRg{QA;
z{)&YfeL@#tN19*!2k<NY1b_3yk8Z-@nx88=>htz>s>N2n=51HKo&Q5LfWxuoZMdDi
zGq*4&zw)Ny-K%={t`j~Fw0FGv^`3t^``w6q;FKCVt#q7GJI*Y6*8&}CAiVTfO5m6p
zIJQWw`Cd_dp(Rf7^{T#J+1I<~Yr0E+LCZT>#W$w<#$<dyY2SJOWBIisO8Zf@{pg}=
zt*!n3LAiTCX&Y4A1{WR0z^-+|($KcljEgmY>)q%VQMvQ7;!mmml<ZFx{jH0GYk`*E
zUcEc_#av-R3H(A0{9>IT8^+1C*4O18UcL}Vu!mP#6KZQh_9vd`lf9+{4yb_x=42mU
zc(g~}cSi9=RbN#0MU6R+DZaSsi_5<F6Hk-sX;(ZuRnN}6WzA84hhCs%|8d39r#kxN
z^8IX$_OBCGTfGU;SoeZk-hN{F698~4j)>}r$c{+S(~!3m9iC@!t=GX@P>MT&SbrC3
z8T1hUx%)&X6yJMXgNLo(2bjTMTEG9L4eFX>2Dl*2PVt&u;6XK{<A&1+ZzG06a`5y|
z0PYewLU^4cb3_52HeS`HrBI2-7|dC~O{g+%$Q*!SHXJ2z6bzT7P|<3jAUKM%RpS72
zS~2p4@7K5nf(?v0sn3IRfWzp_2C-3in@{rs2)@X$3<#hIatw+ZlsYdkL;bon&}gj8
zVyH2uk&H&hG)D}n2awL6>N!5af(;45a|oo>AB&YlE5^=96EP_Rf~dLU*cy~@Y||0K
zXC=Mm&Aq*#3qUJf1zl4o@Y5+a&I`z!5|Ha7AU`H(5s<mp?D~gA<U25o(23f%fntiq
zX9NKzuVYMdLND~Z0YC8yfO%rwK{$NC^0pIX(c5?L{8yL0yri^;)b`M7`~H>o{SV{I
zy-NErwf&gv?L)Vt?}^8Id*sfgg-iEN%DWFJo`b6A;QZiPo%3e)^SRIF<fa~_E~M6l
z5dU@;y|3O&$lh1c?RfREw@dbRJ%uk5S{>fGBv-|Eh?<!1R-gh7cm*#_8g-5Y_qmFf
zs`;Q`@Dch@`KonOH|Mch2Y3ryHID2SxN4kk;4oYE$WU5Bf|p_@_|!Bo6c{m}6L6Zq
zCwL%L9J?Yc<~Hz6rr2bf;WF_VWG=(P>#!W52Y}`TFD98_<6vTJXe-5_P3H~dunWke
z*Ie-octO}T(i~+Rz%l#Lh`j)+*rg$c_yto1#>QYe!mnV=5j5_70P_T*{Ktz~xwBXC
z>{C7afa<j8&XI*9_u3S?Tcx{K>F^32Ub>>tZ>jWKt90KA-S_A<g+8g$Cs*lnEA%;e
z_<}-@s`RK#jSBk!t449G#KsMu7n+drxdFeYa{x9*Vj_;jD&v<8(TznyI7*kP7IKzJ
zLtW&6iN3Rb1FZ6`!7ewz6aCcsA#vCGx0D_?1gY$abG#%n8G)IZhM8iWfc6MT1J*bJ
zww*x>Ku#v|P*ImbE+#37d@2!+4nH6@+Y~R1^FSm-8oaYw9V=c>$CDY&DP>~Pgut_$
zW)*oUXw^w{7)EODN{WbRu3+bN0r$aJonWP@2>sBFe&TxobW{C=_Q=%s{FVHbwQXI6
zkCbg8bz5lu^qQ+db+z3)t?uYq;+DH)*D=L)Om!WTsV#4vUiBsCFqWQ~8Uw}TE<a;B
z8hZ)fH|Y3Z@bI(fXw6v*m7D>1^s6?0-ds#;g&86hBO(TKWAI3hnlxhf92lzas2B2u
zEqfvY^g{el#Tw!?A4hH@GgflE%dRv?F$<pUSjd#ga8z@Yy2WAPD6A}4XL5&d5E_I-
z2pmVC4}lW^fQ7IC51@uY1R?-5x=aTUT+<=c8KoKAN0@6YBgAwrj+F)rC*f7}6Q=<@
zmtl&HudFr(R~my$dz8lgYUBRZ#-l5ZN0;Z6#;DpDoj+CLs8jdfT^fDlmtBL3YfyC!
z%G8#(&QNrkzZx53Q!J>y`2TzU;UHI08^>>|SN48T(kDo5l$OtA5{OH-;Gu9-cn49s
zt~B~Z+@jfaVplQDDZqdkMi@e5M=}8Vq^wbzs@bDV7U5kOhHQZN34p&0o2Wa&4_lT`
z$#1-)xQ0~MkW6iP>wMyq1U4;#!GlmKwn5n-#eM^RPYLi7{x2w-EfiO6Lg=MbQnj~J
z$xfr79%pT{_MF{J8iJoeW%u`S9P(d5xR{EKL+-|lIm})0h8T1_Unyx;mg6)_k^_D;
z6%#T*x?-xNn~2;BjV^H+O0H;iC1*oKDMQSPWoGmO-dM#<g!3>0{luF9D!8z9kz3@d
ztXnbAxf%$sKv<bo0*BPVq18ZSB@lTORRZVKz`51HrIo-XIX0yP(rO?rQ~tGGyVYHL
z<=%+e`?fsvv9fDK-8CY&)!qu#Jb!92P^24g9|Eh28MDfFvBJzS8)l*MIr+Ku=dj{}
zHBaWPkeRpKbU=>Ouv3*GQm!TgS;-W@0M=}HkeA{U*k9R7p+J&I0B%4IMmQRW2^$w$
z21*@1{Z|0Lv)m<aSqo6xcyToe<AUL(SB||^Guc^)C^wgn>R57?%#o)1CirvY=AL%-
zTWOLbU<)j|x&-ZKT2d4;2`G84)q%^!CF4?%!irF{0vih0q(-1yMCycL=I3?$>A<cr
zjL3EvK61%|h7aSgO*|SdkC{O4p9b)3o+vhTtTu&KnnFvHO4C8L>ELS9iIt`kkB%x$
zXVs>&dAeBNawoHpQR;W9^*i&{BGdV`OZM)|i+4U<`1IE7?b-b7LrQk+!<_bjs*uFv
z@CED?zzR&UyNFuN75thxUUC&{=PkrwB%--E2H@GV=Ze!hWwq@`@!Y21M;Fo9qBe9C
z4k!&hYD14qZ@8%*T~sQ$1M%1m_&r6D=;xNr1Z5oP_&i5{!IHNmNR9+CA-52d8vX<^
zv6NkWEGD}RF+q9JYNrh{%cg*!y)rH|cPt-isQiuu`LGm>&dN%yd|=M6+y!HBH4o21
zcybetWBQ5eb~I<5uQ$Zacs_3dzPrRY$k)XtBs~QKe`Tc_=Wi^x1Lueb!~;^e0HYpQ
zG)wpmVHB#B@!?Od!zoCF#4}UVN3(|!J3)$Fk3Pyy>_%A-%_j5hYX~y~V4je@Vf`+2
zE?QBN?>C;`dW=TQGZ3#L`PJ;A1WxQ!&}u{+x-p?ZEJdB=5mi8Fb&hwI<x$M;e%aa1
z00I#Oy-0LxO-SBd^tP>fJ660MinmMkcIBxep8k>_W~_L_Dm*#Dc+yef5@2~yisLRr
zy>f;nncTkVw1g=bjl6LYQJ_*Tn-|CO*Q?ANl1oTfZUlx%9#k4aYC}k-H{4X{IU<>Y
zPa7gx!LGHD_JZY>MYJF>tq?>+hSFu8kk-ax8w7C<r``-{gji{63Qjb#kmpByhh5|6
zi)atV00}z@awh1|Ba?;$gmPG<hpRn|bbXrdVc0Yr6X`LBp3kciZ#zsMi_;ERI~H$y
zp}eH3^5={9I5BHM;(c*+cFQQYT1;oDoYgdjIcjrLSQ{B{Ij+VL<*57CSzFFhsPHz-
zrRHi*WJ%)o#T=w>gSJvkLZNLH&cGXxyufA@v9R7?*9|bTi&()3!>EQ#F-}{;i3E6#
zNz^up+T1$jug4JCu^NISdpHZiKEK(EA^=^eOvh0deF4c^_Ki)YD^@~o>Lo)>{0+P%
z-UING!oO}Onp;6BYzwRtb<Qvb`AD(3?JN3A`tLpWJ^7)>9o=8QT5R6+mFG)OA)z#f
z)aFpJt?R2JUmjU%QQCUdw%+wRY6qnH0pw4wy9iIqs(a^(duPF|xI?NtB;y+tkL+mE
zH4E%7(on*21o{v_!Yb;zucTSppSyMeskt0_i3L#7FrYE~-DY~INW-c~TVv7Nkaw<A
z^|l@B#76KVQ?mRoR5O3}!>1sZot#QaRY5*-v~IxfDa!T!93Nn7@u?NgmrD|D?w8hz
z6$s;20%(;`hOcy)i6t{WgY*(aZRRn5!BHMvS=KuEvo;B-q|#OKFB`T=y4+fQU=J$R
zR`zvf?eH%@M9#j6KT((cRaxu8zr>(}j*6J8>;i2SLWFTjLO2UEfGj3DESK1+=^&{&
zIXGLyv3m3`?WqVzR|^~hJb+3kMHq*MY!I<OPMcP)#1whc6)B+i835pl(0lazUOXSU
zb86w#tuwdJ7>&9s;;!(&ji5qvWCRWlfyS=u2fMcSXL#Yd=IS3f7a5554@KV=uEG~8
z1Qs9MR0hkqKY|8*06?>Sf-qohxG^fmUc-jP3G?vcUHFOr44}f9-{>@KaBN-_8$WjM
zSao-=xVsCN|Lx;H#?&Jp$?k5&eO`5+Uv*zvaYG=@DQ;eM^Ya614b3PL*#GsG8ezWw
zG2ZFIFl??u?@{52+N19;84Z#G3I~F10%B@>7LRvTKicp?n^uQT-@&}&4b_}L>(lyi
zJRHBF1I<`WK*~lZRTp~03U&k^eCcU-3dMamRgTl2nk@kb{}Rq|;S>W7jWi0IALNW-
zeW_WKX$kML&VKt)M<;-v9EYbe+)Ro;D%^rc&|=_1f_$%ANs=rQ+vW0IB;J%ayNiT#
z9{&{ydLI83iTZi`XH*_LTk`?c*?RAQ;_OnLUGw(GHs`!$o$4ULco^Uvk|w*?2>^vo
zTs+){i(1fXB`=cqMDQG;+yvHB<Z-eP0kZ_<lBAcLK(~#2n_Pl%sC)$9LZv)>UaxEd
z>uuyoatY>!%4L`UD&_Y-)GM37dOO)v=v^nEShnKg2bc~#$>%S~m&TOyWB92SG`YwS
znm-iFFfAw^`G27PqYYPUL92@lFX2()hyI7$zqFzOV9%>Ta|;<p+X=<8f0_FujDl({
mc*{w?zD@u@2%%Vx<KhQcGCav2U64nAt$xJfr!4^%hW`bmJGxc?

diff --git a/Voice-Driven_banking-Lam/Backend/services/__pycache__/firestore_db.cpython-313.pyc b/Voice-Driven_banking-Lam/Backend/services/__pycache__/firestore_db.cpython-313.pyc
deleted file mode 100644
index cdd0c483889a8b0349e502d67563165834914545..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 7457
zcmdTpU2Gdidb8y6pA_|H(UvV|tslo!B>Ey*JzE#cp=e2#Wy=Xya%@Y`cFA2z8&gYq
zc4@_YaFqn;MMZIT3Ix&JL!%2&oB|YW9#x<}@de1`saTpm(AWsA(HbbyC#7=Jy6r>1
zS#r6w!`OHCP@n_u{C@Mz%=bUT-9W&LAT58JSbDezp?@X~GZ`b$*lnZ``T((rrKS)j
zrELnGr7(5YhHXr_-;V9ZIE`tebYO>3I<a%!5pOV2T4g7icMkzxlCX!Ru6bE|JHkG;
zm8IwXtYhAPjAotf=uP@f3I|vhv~8@Lv~dGzv7Y%LKzNOwMx)0Ey?*F*vH_#FsoL8x
z-weG$qqn8n+c+O2>#$V63!!6fw#gW8W%pDen&<ZbMB9AO0lNf<76JkL2`y6Lwy(+7
zr^7bgm&BqV%BsYt72T7Pu&AgREGEggnFxY+;oJRFJ3?KE0ea4vV<-W1Sfmc3Ih)xP
zr_GvG9;s9(D1k+2&S{Rs-Db@y<36iy)>xZKZxa(Q0Up0OUY|?PUWc`jgPC|`G}l<g
z)@;_SvJ=f(uvE=yTP+x~2C$TgmqBxFW`BI2S+h#kZb4r7qGreK7K~ZzL@aGW%eLpj
zI;ybtSzDEEATP6avn9aZYWCM*u4I+0)5O96pKI1UXu+7Z_#v}qm9y3JRo4WKn(Hzl
zSl6t*0S#99D^kzpLlvX^8}Na3&)R-K4OOJ`x!mwrr=9CI_ZUBH)~vD<4OJS~YAINc
z!(I#LB6SGOnS?+t#4`xVbPWeyvQ{u_tZ$aCr4U#x>KYOum+2^-qEhIj{RNbwerQio
zVSoM)y_2#;^jXS_3ZpKG%($u5OfoHju1A=eB}rjYIXS6H8JSU*GP$(CBt$03r_-Xq
zWaOj>8N+9@X(`E<fm9x=xopHcslKQ%3ZD`gHDgSGH2~XkF0D%0H1tZ#q7v~=>rEU-
z>`8)GL@t?;Q_^BSW^F~PZc<=!iX<;G-vMWi#CZ8SuP~x~UBVf88TKBI=&j?E@iBJh
zLVS#SEq>wbSZs!yJgpzJdfBn~#mU$h7mdX(%udg6uSI9h<j1Y0BY=;&&SQyBq=7_o
zMrBf&oGe6`QC_}EwvrNgH3z1US&`CdLKs0(2(S>z_gQ!p5nq>pQhYKA(^clGc*8=*
z@aiz5d$Kt5rkGSGh5Tu2;&;zp57m)$2Kd1U;&m~d$(9eF@3pX$naL=*WKvX=R4$#q
z!PH=m<X;?*&P2}*GvmBOxC-pDhAp8OX2NZ{O-SesDU(~guq?^Cg9H96x-FyVt_lZq
z`=Y4o^qWcshSM2dP%yXzr2AqbR;3h?6;W@nRv{R4XF9XEC}N$K<Wxp?0tUdQyH<EC
z1FdyB%d1PeQ+!KOR7GzZhrLc`)N#U)F^n@96L+FJ%cs>nV{awJERjgvA(G*+Ll0Ir
zUKTT*CQeQFR%p*jg6;<1aK=KEs1UQykfgs78=jv9+AH(GNC25XEh<;lOm_bC`Rx2C
z4_&e_U*U~1PnI#fBPS#x*&BLm%|WYUm{^S<e9Bqyj9;Tw^vI9g-nVZ)a5wDG`yCAr
zgB_({7yPtf*TZ1bt^8X4*3Gq>+QFAg!GS_>V7v41FM2=j{qy)=UisvTc6_SPf3Dbh
z{&sLX)L9Be?uH_pe^3max=n949xOHX-)-#Q6z(++Za21l=zHI%9pHc6n0VOn!bg{X
zc3FGzWU*u9ws(7f$44iAc0%hJEAAh^?f!?*p}*L>-P-=)^!w9V*VTKi>HDqi+o63Q
zuDrkU;m!ANZY-5TM+>2&+wCuDkt^C<QoAB(ePXdarM0FWR(J7MF?9TiU3@zCS+92N
z{JqBM>Shx68j}wLZKXiR-9Se%@WOkxZFj>h-<nTref8Jw=znheT6dA%(Lj3rYkn;>
zvUP1MsqGoP=Z@VEG`(lL?+*O;jte0ENBKRV={uf@0QJYQfpG?XK0-nL^HZY?G`@I&
zG`?WG6JGllz56E|_Fp+1Q2&+J4*j}22RxMdWl?ux5foca0&A*?hy#)0-G7Db190=E
zedfVQvD7Sz*FsmOnZ`d(W<Hfz8#wif!y$&d8_f|JHd4GA`j|Zk#XVNttg$rfFmZsJ
z`|amf-FEdfa87WxRCz~>?yx8SrFTM<MGQ)-Fgydwqks;Akp+V+VrKGmgqZ{<z+e%~
z5NL8=+0w5V-XfV<7MT>zEHga7<kTgwFQ6_FZ$C4cf=MRH8So9Dh}R`S6#5uRWfp6e
z%z~auNtKvZSPrZ(W?(NWm<5980yr<cA}OLVF9p6yVG^K}#FFu4JW`Tu)2sUoTgj0{
zIh|s3iqqX3u|A;u|J5LfDIVNYKeYS77_@R+MRPf_an9Jd?oS%drh=oTjF9Z6-1G9l
zAeb63dMjYcTv*Je`J{*gz%NX02$-mR*oJ$c(4FOl6(R!+gS$vy3)np_nZp?9TgE5}
zco0U2Tq^=(tLR&>6pas>4y<4LXyK;|#g6_`$55eT=+orZV6o$rcHmVl7}ea-M^4nx
zc<ajAm0JsI3+rdKBgcz@6RYFfF3*qiZ|8q}^X;2jTVKi5UvTx`Z|Yc2tzXiDhc)-%
z2f^-LSO@7YgHDoAUk&~QKx!lWcr~&olglYil;)|#QV^wAU_oT7f?ij=?L-h+daxSH
z)r<PAh`Sqw9r=@!vP$$g%`A!OEJ!HG0Z`SD(3A*-1z&84200!CDa*VhGeRbrBfc|&
zNoa-pAj^9pl#x<=QdN%Tokt0@5_UetOH6K%x;L4Dh{y<&bhn8L*i6(P4?y+=kDEBc
zWP`W>%V9BvPXNpWfg6Tw6+H|D>oCq2xOH;v<ofVNYU9%8MQz`)qHn0=8!7lkwpNP1
z35}k>$6&fn3%trFYuQ1F{4RXEKY{G&tC^|!0@yDI-R%HkB#W$YiFl@Efs2f--W6>Y
zSk2l`*eAh0E&<-_)CcxyhaZtEf*Vacj8K%$kFuhwFrd`AEbQDcG8NW<MM#08XUKs_
zq)Eb5GE`+3SPDf<ry|ocpHRAES;UKC*kSO*AgS)+l^b$W%IF?7!>LPPq6FQph-%ng
z<_#gY?yqHqLe39PzpRdp09)o%Wh;0ThNt0E2&swR{uf{1j|SemzTMKj@kX(wfA!o$
zZ&S&;|E_oc`nl49zQTdNO<}9M;5}8MPZjA?j}>A9-uY3~LH!LCwbOs=gqq$^2@W|q
zx10dW;Wyg`E2}JlnN?Q)Jv4p?R@!Inb+xj3vx>vb@9AXSQ{fikHb>*;>xtO`C5QqY
zuim$<fmsj)mVS;XIPweL81RV5z!T!2WW^+j8^NxZBX2X72F>Lmv`zF|3h0H1kSKjc
zR6xN^g(SBPcV(tBgI|H&g<Y1g;2%N<K2EX`lAR*itB`?28HyYu9j8eag-rLEJOTx_
zg2l4j?1j)0j=^OxR~Bln0*ueV)HmQ$E<i@)=Rds2-|(aa-ETfvY7Q5g!<)Uu=Alya
zNTGRT>t?ZedUa~MDqK?^UHIvR&H2w-3*PY(Jzk{8A1mZR;+^RJXb*L#gNk<1cMdwC
zuKQ$hg-h^h9!y`dR+xx+eiy#odyxJA5hfNMDy+-;bF9n2Y{jY&iKq~P$&lFN`=lx|
zjmLo=x~l^HJR#AYWgb5vCzF7|kP~d!bwX*dDyCg&dr~S)=HT-H#>1z?A**X$elyu9
z9f%YTL_XcOHKqOFOwl`8q9=>=q$wZ=qerMa3>7_0-#O%jy56W_URJ=<!G($Yj>#dm
z-;feFc!>XdDXD9&ssX|8Zjj6%<Z1cIf#=L#oORZFEbK<$x0)+{YbYuRBq9dwVrmFj
z4lbT2T>hFFO4$8uGo;&jLC|fI0HSD_BI1V1rl^*G3JEB5Uq!&kGmGx3gc%Ak?S>SZ
zau@`>T+L4KMSxg>Psu`76~Nnq<=*axy5NFYfD2~67#c2xVueubv*}`pErk{ep#_aw
zE{0@{ZiVo(Gh8|}aQD!FHW(`nP80?ww8_iGLsv@suN3ILt5f%V&9{cvhBbQ6H+FPj
zjxxpbrBNGor=J={^qoix)FGUfmL;{m<@)$pG6|eKir`*lhr<}DCZ_p5M_7H5eYPX4
zE0t9zD%0Qw>)qGvb5*BV&rQ~oIdGe{c$0YotDLn~bIcLTZ=`trhh|3{o^YQ|=7S?>
zfTK1(lby59i!Q}>6ynwvbOvx|R_Z-Uo44E7Z0BKBA7TJrb{RU-rP#`?6f(5Mng7wa
zs3w=dv%}v8<nmY}b@0dt?w<dCgKXGi{2J^Z0y*+<sPfC%Fr|A0cxy4N)^s>fPla@M
z217K!C2o}8ha9ixM0`W1Pmi%NOx$pdt0!@p?t(ax+%-WXEk!c`qXZiMl|Z`VS{Vsw
zm7?28PC}xJUR46eJ=GAu_MA8YfGT{-pFw7+SK_@JzrBL(I8mUZ<nJl?dp55A_2s|g
z{)#J|e7$h;b<N+S`Qs)3rGo#Gc6p)b=T^tIoA#EPI`1}hZVdh6#LrI@oBB(>{?*eD
zdcs9t@5eLi$y-xvQ$IQX^O=ILSEGBsaUg%>@jv-`A1mFk(|1NYV?pYd-Bip?|FXwL
z>V5lSUixzf4fW5x4#>mQbeQ^@NMCp_CjZSCZ+-^Z%XcR7zlrW5uY7QEH|VZ=fJ*1e
z&wg+ZCr>XNhY5-@FUisnuB+I%0hc3snsCR6!i`W$cckEfQ8gT=VZ3y^B*WWd8lET&
zYJY-^OHny2bHB2j5prp91TO<>upCHv4B3vIqNrUrqT2ouz5EsOe1&{pp$7Op@HCb@
z?RP!x>&J_p?p5alhiBFHZ*&jU@Xa(8q<S{Gb`TVww){IOb~^3U8ERd5gh;v5;GkZm
zHex%7l$+`!qugnBQxnuC^pf(kmU5}hTzX`5?6f+lv(zS_CFPb<F16P$lG$egr<-cq
z7$lS0w(LgnrD_z~r8#XOQMi;Kc-p?%>!n`W1msX`C5_@szzHqwjX7=p_X}_E-;$O=
Gn*RlNsBXjn

diff --git a/Voice-Driven_banking-Lam/Backend/services/__pycache__/firestore_db.cpython-37.pyc b/Voice-Driven_banking-Lam/Backend/services/__pycache__/firestore_db.cpython-37.pyc
deleted file mode 100644
index e10af5f0667767774b68ce4b8a26fce5632bbe07..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 253
zcmZ?b<>g`k0@E8w89RaWV-N=hn1BoiATH(s5-AKRj4cdN3@J>(44TZzKoK}#1hSlg
zxR?b<q%Z*G8U0o=6oG^h#4j6XtC-N@)S}{;vdrY{)XEr_)Z*-t{DK%4-+~yYM4(V!
zN(@jQD4SXwla^VOT3nJ}lp3Fsq*qXROC&Qdvm`SyC$lOw9xey6uNdS?2BsorAnB*c
c2&NIXLRcUrw>WHa^HWN5Qtd#xJ_9iW00M(H6#xJL

diff --git a/Voice-Driven_banking-Lam/Backend/services/__pycache__/firestore_session.cpython-311.pyc b/Voice-Driven_banking-Lam/Backend/services/__pycache__/firestore_session.cpython-311.pyc
deleted file mode 100644
index ca03e22484d0803b96136209d12cfc075c408c82..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 4567
zcmbUkTWnKDcJ9O1k88(?6U@uNg@gvvK+{4OHc;3=0-_1&itt$6sOI834kmu>+#4X-
zWaTbsu@O@HgP>cg^%t9JSK5B|6K$ncKkdj8)|HSV?IO`XO9%<|YtOm%b?gAU(vD}&
z%$+%NX6C&87oX2VpxpEP{Yq~KA^*Y;yTG?qUOb2HKGBHAB}t^-a}mz^<|Dk-3lRZ&
zJ}IUg5l2djNGWH;$sw+gbfw%8w>1`%o|GJsIl>bvKLV<Mt)Bo8)*YIZ^rn0fpS4b|
z+UFDMf5ZVUw0enjYR+3E(xtg*KyyR$(C)aT$+yHvkDF+n&3P}Z`Ji=B2bE}mI^+CC
zn+RDQ#XXw;mLsxG<0eVC>nFsR2n(j`ldO@*q}8M;jwE7+DGaCQ!kp=jCm7X@45RQN
zCo`%R)iMT6U;7C!2y@;hLR7mPYn}%K5t;z)#WH~V!~kfQtIgNxJl?}_*eirw#XVNh
zcujc3123S}%i>$86!EOriYB&mve<IUD)ItZgY{-wj&>~Ioiu;yRN9~nc&1#T$t-1x
zkx{0pp{PnMlhzYD@X1gZjZ;R`F^a3k6{_e|*MZYIASIJDhFsq}VY;GGHJgnlwD}H=
z#?{%Ru?N2QBs9~lG9wXJV}@?J?7d-$x#0;WuU$6zjBZMBEC|K)tkN`HS|&D|f-8WO
zq&jUK`L6ste0*r?oKBfObuAH_p>tCsRG%?2*{PA!*{NeHOr^CcScg@rPpt~Lar)lu
zoEeJ3iBbDH(bZ$4@LskKj_HD?UjUFJFI~jD;qK8I;T%0xe|O$^=JVgZ_~m@5cVF4J
zzvA1UJMmOrfA{DUdFQgcvp7?hKd8tbJdqDA%ZI){QI?Na<l|4|iDh}>$N91xsmPI%
z7<mDtiRo!v0T^dGXW`B`kQg;)SvuC#8^A=Zx(V$C18|$%=57mPV27ZWO<g3U-AeBW
z1wrQ%WRm1bUdVHCLE~<@7I~wop`fkJGZy%E4Y>&(;&;M%a$oqP2-+gdU+^eU&QOCT
z=ryWax&YDv`?6I+u_ZR3B+{|utd>YmD_1~|GHgy!)0&b6!QdPy18UG-i((8O)GT<l
zZfGz53E-Y^pA^I*j9xDVq5ZmxWPuc0Sh2dJohggl0=N2T_TB<lY+=V+ckv7So2hGD
z`#lPd8H=S1c1#jvewd$N8-Q?FWC7?*0W{B)=ndeDZaR%jR0Dq%mP{vb54Fz}U|@P}
z#n4nkW$SUHJ*8VZiX?Rj00<?Q%ds9raan2&`{(;x^gE$N8&cSNIGKs5N&U!P8?g_`
zd<NiEj#L9%p9K1s1N}>$a$sL2urKedcC7ni=FUtZbvKn4s&dEOp&D_x`>LC_{`t_K
z4t@2}!;kXgEB?(-{M(lO+lub8e|N>ddue*v|6$4h;mZ2nQfKdqzbo%%K{#UKTfs6d
z)2Zrn=~yCTy5af86-HGJxPy<hIK_H#v;%;S&g{}9<yZCRt$X96SU(_z5PJr|t5>g{
zljn7-?HMe0zhCKoKQ~^L*Q5Ccs(6{2=y3#U<iCNJ8%SVdrE5p=V7Y6c(lt<$U#sGP
z^(fP0neA_9DVs9`D)>g-P}2s;NY8?fQ?sL?_0hW4$6CEO%I_w$7k>a?Sv7xKxGmn6
z{-<qA1*sl;z_LZKZz<2^d5Eh#Sh(XY7QQA1fQ56mg+oNgcq*t#up!GVhqHL^x|t_c
z1A?f6PRWh}5FxIC2UgLL+iZL`3mOaV;f=Olr_84HA!~#V#n$tLHl&<OCxDMiLPNh2
zPe4S9XCNxA2A$@vhO2}v;4}O6mM!flmRMG?(%D&f2EAc4v0fM0kTPrw5eVC2Y~R%`
z(jmo8J`}WN;D`zi4>)9~i8T7Vc3vnNg@vSU-C-gIl5Z9#j4b!}ZxF*h={|9jf~(kE
zZXFby?T!a>ixx-r=8UA>6|UJ2j#1+Z9*ut}z(^=Ka5T*?@&&iyT0Qw{Q-2K%;f-<?
zHQ6d_<A^3c6c&Yo^f_qkf}lAL16I1LAm#jRRPp6jv2nnix14IP5(4Ye-<<7v6-Nwo
zt&LK&vSj<q?lso}_chVn1?Sh~n>Cpg=DU-mml)`!8l{i0J&R%+U9Y{?+G`%9sL2Z=
z(uKQu*WT?SP+t^(FX9>X(RJ=RxglI6*SWB7!W2=NA%%6KePR3;StdzMCn^va0whqj
zK86L$Kbqd8svFU|rD>)s1sRz-O?9>#E_N2uB}a;~X*$1QayAATkRG2+Cg+sv3=-eE
z4bOYgj2o7x%<tO1eY<jE_|*952+m(;2}E2)u*14C&krd;-bHW3qKR}o6ZSPinr<+7
z#w^_3fp9-Vbuc?8N6(xeJrg~9>h$R3+2PZ_Ha)|PsdHfFnY8I0866)zI~qN4YIJ<W
z6m*P=$;|XL1yV@dbdTPMQ7fxA9h9*Q3(IU9&}Dm(xVI6~qR2H<#xNO$Xo6%oU?<`s
zJL*vdV@W-<?1GUl13=${ffGtSxX2BL!XJd#{5z0vg8QpewDR4S&{=0Z;+;flN5NJh
zde-=mJI+;uJDvpJT@Jpx^l>?Opb|WgKlwDc@teMfyT2NEI8YAuSAzZdlQkFF(zkT}
zv8U8I2DKXMUHY^%dZE<$8>lsh5bDT}*E&e3_o))DC__&}J1e2V??UC!kxJ-D%_(l~
zs1X49F+l3vTJndhgGauUOQC^s=blpMo@&>&Qdj@8!CzJePuSBd-tI5P?u<Q<m-gq!
z%HF|>cd+CgeCiG0Y-z*U?+yTf`lF}bm%ZmI-g70pzIx{001*^k*a~s`_?_|6#&eH9
z27vX<WMgni%a516wBn_uH&uw!uWAAkgn^FP%*|u_jvXZbIOsY4p6~;|<M?jjhusbs
zGt5!K&X)WDh1eqE5&X2$1@t19u-F+x*K2ZQqkyvyntlfW-lCZ>>>zCkLrL8BAow6y
z6Sp|<)&CECd4$M;if8kKv9f1Z#j~p<zO`D(M3|ch2TdoM0mKcq6K=@-2o3-+C1Wm&
z)9B|JW=0HsvDtzDa4xGljjCEIk*?dGRR5dHkRv9k|J!my`ZQj*F!;NcR#P+@Wgj6O
z{KLb3fv6%zFe{_781*f&?qylX&#uF%j5eF3N7yHTipjP<1Q4XiaaGchvwkfDch34%
ziJY^3Rq{^h?X^n!O6|2uwwBuK3X=NVcgvUafeCS&OJq}PU2$*9udlc_Jvdl)_f_0|
zIjJVPxKBZNEil-_?O8frBhY={YjuzNtZpqhNCx-U<b7PYMgUYhyK4gUE56Q}11BZY
p)l+lg$VE1WYHl2P$hs{L&K7%%dU4mo&ni6wtNSe?Yk<Yu{{Wn4hF<^x

diff --git a/Voice-Driven_banking-Lam/Backend/services/__pycache__/intent_nlu.cpython-311.pyc b/Voice-Driven_banking-Lam/Backend/services/__pycache__/intent_nlu.cpython-311.pyc
deleted file mode 100644
index 63652ee10618d1792fd22956e8da870f727cb662..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 5661
zcmb7IO>7&-6`m!R6#rz&`mt;Uai)|Fi>ggavQ;E<;Ks3K$F(fEmXg+jQ)0C{qE=e&
zGP_I3WTaMTf>sTRCJh2OKoUUcA$5@eac?=c&85d>!Go}X00V`A=0+e05aiVNW_Kx4
zKPXBLhqE(p-n@A~-@MsBx3?z<eC~C8vAEey$iML+_(c51H&3APkSIhEG&1M?3v&X0
z4$Xy>kP_Cy1#wOkNQf|DDVRrC^izS5&*0~M=Gqi-E~Z3ST#2%TB2?N4SrC=Bx5c@n
z5__A>rC3ynFNcuY9OL|99nQ1eXMy~W1Z^epdGb@B{*2GSUM@jssUx6(xv5X#;j^HF
zv`Qqvo@V$jllmHIroKjLGlJWbXLe503OQXX<xFN34c%f=I!;L9o>4NXEm_M{wWw`S
zNw%qEQHf4TcFB}9Iw|S-l9XrkRb64GWlOrE>UlaiHTi0WGCi;Aj4l`^%vdp0nbCPk
zUq%ASvQ(tDvxzIZq?Id-+KY^qEM}g8mDmGVM^~uHU>O}||72!*iW>7v3<OwJ?L}&@
z8g!YJt#O)Gb(`sSnomeWOSM&IrL&2|RTG*ZWYGW;F8@5E1*9-^s_Ik&5puRE=@#q@
z`e0+Qro71H<=niaNxIC&6C+u=y2wBV%M*OwDA`mtnWB0kDr_EFu*U+OFVhxoTu^^K
zRaf(Ti;^rGCEccWxya~QsxWDxqyekuZcw%*t$?1aY+^JEau#3-=#;cosf_B^ONDu6
zo~7yn)eSq?6H{;n9e6HC$P;Fa4D&rT5mC!1FjO5~HB1Gqnbsr=)CY4Vom$NH*8_8p
z(QM+v?*6I7H;?4725uWH>#M?>T{cQ|QCeYKs$Ev|OqRg3bd^!X;A6|WvFhp7W5gBj
zDHWtv44r}fQ1?SafqjRD#_3g9+fo-m&wHE&3~bQpsR?Q<@UaC$(~MR0v?6e23*d(e
zm>eC&8c$I8oNG0--?z^t{C;lN1!m?7AX?e)RCP3a&ajJq2M;7e(sMZC_boCl7?urv
zL4^sPxB25Tx|!D6mp2)+LHK~JVJP!u=0BBmRGv-;QKR-Es0+LR_2F#~tzOb)jY%e&
z2Q3fY&gpP-nFM+iXtfb2sMm=HutAJ%y$ms@u@#6+2wyLhvh<DtTA$aL*9F=K-vu``
zAv`=)`re!4PCdx7`RrMm_FXs)O}S*6z%HHf={=7g3>=w5M04l_bW(xG3J{{+ZOJUt
z6-g_xVBF&?muax3St>FJeppfg50Ff&v82glwWxv+bP$!LOArO%ED|jOZh?kCSA4_e
zfVYN*Y}t@UDQU=l5u&KU8$2K<8w#V|j+m*+bb9s<#XeB@T@S^krzY=lLp6cfSr5&0
zgBl<eU@amait?Zc_#<&t$|kNu&&wVlc^Ea@1X_RsVD1vEj{9oG5xrqV40O*R2va^n
zWE1Dkol6W1(21X4xqWAHVulV3@UB@91CVuQ5uz0IR44~{)Zp*qV>*GG8Be?kh7AH0
zCbnQ``Ya9x-jp7vNDMvAP6NFSe}U2U#Co$FKU<W*H%%@GN1w44p#AY7QtS)n!zAJE
z2qKK3r2m&>sB&(3#M;pd7sq}S$l~p?NhiB#!NoX0BQza25~?F$2Li1pprEOIyIcjJ
zMyL%?iH;2qQ_uDBlzvT>0p9~b_LwG^<008$8u0=TRWdy6D<z0Elr0D|PhE}B!l7XC
zeMX#RnugBg9U>sUNf+@b!Z@=I5w-<T50kYKsJJ|`Oz-!gMHQpNgrNidH2~cGO9Y;X
zK{9o1U!b@NOj&Yol$cp|qh7iqH?ly;uP{S=3x3~(AalC~S=&Qm!(;H-YNic3Axm2$
z9}y+=NqBD#XNwIYqzH35@e^@fh!Y!f%;2*ow9b5sD3LeAuaSr0--zp>wUG5(ixf><
z0}g~JdvaRHAlp=;#6Awq5Iea`w-gQ9YoXRv*TXHV9K6@~TKFUK$)1@4SqsmQ0b=u<
z-Q&O1*xxB)o)%j5c<>GqYoUX92m6pi_XzBzGmxJU;5@W0wn%+2=j57*oR!q)?R)d`
zd!Xxe@t2|!fqa{{R)tmaAbgLk3YjC7n>=V<weSSh>Ez^X3|YWiegOMtIHp4ZVA2KC
zD8M;|jt03gceO0%QR%<KOiV#A&w-2^4|+a4PS1QVoT;2oOc|?ZVU^tkdp9pacKo=3
zM9YVjN}C@ZQ<Wbgy9G(rn3Cl(daeyg6v)g9MH}-3@1~G-+x(Oy6LO>82HaR6eI<pQ
zfEE(caauWZC|^~FlU-GKrVoUfE3l4f!og?A9C;L~l+0kGMbnTO<Rp52oX)}(CdMAf
zJn72B-Kb{d^UQQb1YEZp7R=qbJAM1kY;JY}4!J9{6DFF}jd1p^xCE!a8vzheEVl#E
z;Tl6kpTNc4_{0O574aC(L`;ljHwC$*q~$;Y(1P0@Xd#Cux0@_N%E6Qz=P57?XW)rK
zzaPIkejjXZTK88tI^Vy>tYzCM-oJLcc>iSy09#k?!#IpG>%ON&ypUy!Ww#Gu(C-4z
z$OXDJ`+@xu{H)s$TK|FX2KhEdBFW$0`t>cRbNta9R9>lymuliAN4)fHl=KZb-EUxd
zJ?}TV-`JR}i(QePos*-FU#y;dsdn-u=lI^T*<O#5&S&c+6n|kS)%EV=JCn|d>($ha
zTIz<Ay0Lxo%;URG_w!g%&p$oZ|H0DMv(;ngYsb!SCZEQRyqkO{>GTY5U4jZqH8xU<
zjX1H9?T&sY*8knpWJfLe959cJ?N&Q5E%i>y>7Dv=9V#f**mNy6?Zl?H`v)F(IUN_V
z#Qd_8?7_KBRfEB`za4dYuR-~zy_u@UW^1uoCpNp?(Y<L0-|yg4kHB>Jw+2A1UyQwc
zoc#UtDAfNrK63SP_^V_b>z?PXz7YQEg$T4|AZvUO2RYW?1#|dV--LO}9!wTU9x(n-
z!a7+a*U0OCSQqSO>hPKX2rnLR280_clK+MC=FD1XtMSfYcOIg<($<Px>)}IbV=CE0
zE4Ijb7>0{xR|{RjL(SGxLLk5YRSQ*e-}t+TrJ0nEomZ%(7K(5kS%8ZUzsv)I+6-=`
zn2sUB_<`gl*DI2#8YK@o;mv@LozFl%MQ34BfGIOx@KNZ`MBK<Lkggb&Q+MDZh4(B>
zxZ(bHV5U_$*_0?Bke^mkoSBz_{Gif(ldj_Z3WT07m8nE!$*jZ^KgApZklT!bnWjuU
z_$uM4^H)qfYAY#9Z}RIaJ$IQ_j!-(`-_H2+Nx08mrq?-MBVPavt_Kfyvzf3PDFS%f
z95LK548s;vs4||qfL7c{BZon#=F9VycQMR70fM+<K~i-y4b9)d&-w<cUF1nPi8EDk
zuqF;V;$U5j_C)I>r~qO*N!Q6bNklI4YBRDEYj=(ed^iS`SE{j7wb&^qc50_D`>0gy
z8>{t=IY;-F&FFUWXq~jhFK+if^KkC{xvkiv)79SLTJP}Y_3gfAA6DM4Yz;k{ul9}9
z`bIWi*-0IBx-whGpn_6O4b@UZPHJeoqpwbc_6s|mz0R?btp`v+sdkRmI!B$((eIw(
zw9#tnLM?T{;icXi$d214ZY-BWZRB#5i>C)A3w*J_G8VjAI6a8>OTP)%X{I$j7vSWA
zS7sRt&dUfNbfb8ROLnHyJc@kV@CXCHblW7Wtjnt5Ch+}Sp2114dZ$+$Y&hv1bRY$C
z&*e;fb!g%nK{ssKZ~`i-?3tX~%T3NpmMUMxw-9+(yg7A!+6|i}{V&8Ez=>$y?_)0(
z45g&8%jPINA|6>TRQ0eR2v10IgMYWlkq!QBYMgaQOL-FS-|VZ!`#*fX8b4KwpW2Al
zqrVXPM2B?OUkX1X^gNR51pXe|Un+lnlQ;KPmyZkJDUIqP5mTF$e}zvt;S<|p*Txin
zx5d7V8#S@-!~DmZb3t{)rK-486PKXzMC{nO@%F9v#P`HMMn8yF#Xg{Of>MtYu^%|`
Gz5f>qRXHdC

diff --git a/Voice-Driven_banking-Lam/Backend/services/__pycache__/llm_gemini.cpython-311.pyc b/Voice-Driven_banking-Lam/Backend/services/__pycache__/llm_gemini.cpython-311.pyc
deleted file mode 100644
index 40e6a88ec821ded0b2038d49b8d9d7956fbcc51c..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 10616
zcmc&)U2GdycAgP`L{gNfKRc!p+t;!ZMYcr8Kib;bY+OoWEXA^<h;la4I?IeWLyGp0
z!_EvPOG|CkY}(ZZDH0T0#M{jRdP)<lf#xy$822TQqd<!g1EeroY}<WPkv=Tk0_k_|
z3@K8vvjJMPqv4&I`+Ls0=X~efd-Zp%tsw!|g!cE#PxcAIKhsC`3cD{~9%~YWcLiCH
zMO9dIp5mg&znk)&MXyMCO{y>NU-a{LQEgsqMxI9v<O7QVQD_nr|NH3f*VVoSo+sW6
zRx^~)`y$HmbFRe}SzHXuUfC!6-)oYa-Dkjk2IUatXT6K9a?4^{kVX)0Myjpl@PXdi
zm3E^AbvoqM#*)`X<a%#*R$D6VciS3ka7w*5yQ($hh|;RG-EDv01A6guuEns@vfW+%
zs(;EI2m31wo)nZreS+S%co?l7tFK*smphfizZ8DeBzN8IejoDxHGa+|3JaKt#lt^1
zTnISNRdH3g?O703MfuPh!r~G6uo9IYQ+hI9`N$jI#mD8S(nH^}xZW%X$n8Py6Y>f9
zapXOr9F>pa>9%p}gydsy_!f_$&T*7cIn_N_hoR1KSxgE8y}u{orUyj3Mb#uZC2OWq
zSixsNmQ2OW<rVwLM11aAYAimVxH2=hkiu6ynY@;mp0^K=PR)#6O<hZjPhP*4icgQH
z;-fP!B?g-8KpL&Hn!aWS&1GFNmNiwjqX#>hPo$EwiNx51eY~+KnRxknd}?YTm3Vn}
zYI1CH{$Pdi`1F;;+|2c4YHVhDo@j|Uw9HJS)x_kLiPC?y3qoi?D=|q|n8a2kJwM2b
zx|UH4Bc~N4b&yE~nJp`7F;i06ik3?&Y)LBI$`!IqLLI}D3TBK^A37T5@{+#BOv$*#
zat1RsmQ@Oh4mQ#GlAcpCgDkBTRutWkOx`~O-$kupD9kA3Ole6~SVq&?l0pNZ<d#xk
zlB$*DK@4jsGSdpoTvn(TQ@L#ttt&ZMkz=9I$&+ksZgPHdEI!5N63N+_>12Y<U7t!M
z*~yckvoXd_otlyg*^-n6Ip8Xp)^kPk)Tt3h61a9fIqy;<Gm;R?IYX)SZ3>`!1;p~E
zAW%u?GC7d71g=3=|GcDU6_eG*8PjB?KgOO`V%gXrXKf-^kaMhmIoChPO5l53S&<4-
zR?>5BuLChQop>oR$MU(`tU9>CAQfj+BNjTxnVBx-mmo<J^Y=AfHi(nwQ7x^aGjomT
z2Z2g@d62DD8C*q)!nBeJsj95t^f1UU3E%`-Yb>u76q9CA%4?;9Y1D}C&k*O!rGl)3
zVRKa}m}^5kPcLB@gUd9N%V6Z9lrt3YSI|t>|4*;~X87E2Z1|b}fmrA~r+idbRzM*U
zd{t43H6<_@j6er%m>qCM5-n;uC|D>tlXu_QEouSY@(?5&2@SFDFGER+P$W=9YV&Ql
z`kF{ER-VfRJ+G29t8>=Kw!>;a#y3nwf;wg#2A_Eb?Dj)+AX+OK#DJ2^E}IAB)!6Xt
z#d9PSHopvG!A+Vkv3cnAkf{wN`P?z3kj)j882Dt987>kC1e{WX{!-yqL0c{KlXmoH
zFn>!@`c|q`FiOQD1gXfNsy6pUO~vG6ie)9OqE8aBR4`T*9TQa;s+#qml@x=F)0t2h
zu!$zw60D4m4xNR4Vi;;(ZDVT1TpFq}uJJi{d#&qfiBxV?ksxLrdZDZugG93f4=N)r
zR7K7{iqEX3$xCYr=Tm}$YX(iUt^jUs4c4rd;0v^J;gbeAI8j5J24GXyVk~i6$`@5-
zg!RrZ1Jk&qXbwuecS1Dqx&p|Hu?Y#fFR`o+7MLupo#@4ctdio9c+<;DnnU7}1cQ};
zk&?P9t-&-ESQ*bm-fGTVW>Pv$X5}g=r?r}8t`(I*rsi%btQUxc(WMoziFt6_C_oOd
z&HFif?)(L|ETOR0KXj3sV@(4cWsNnEssgf^sbhwuv^&dnq*h0AOz4r+O(^6p@FNkc
z5_)t7uJ4uv3EBK{E*j}uCPBlkN@QAfbaFZKLN07RGC>%xN;95;STX02AsiD+1EX>d
zkjTms-UeAO+!#oP+0c}6s-2?xQDk6WPUV*Pt%!#f7ueZhOl-WAEkO|Ho;f${*c>1g
z^V|TMRiHH4%L|JvX=*wYo_ns*#6<k1$(cFwUEF2Wyxk;s-Q>cC;J|45QgsA#(4Tdj
zAXEWvF%9U2GtF~P3>oT5n&_x+GYI%ft0k^X6v4pBbF61iSHW*!(2?ZRjvUW$K_Qa_
zomccU%mrS5-+pQe!G-n+jnE1(PF*Q#2Cyfuk+6o&^DYf3CzBPMRrd~0r^B{J*i4}+
zSn@0iIB~t%x0CL7sY7>WpddiR{T@g#@MsiL)S<RJMHyYov-s#38`E@p5aXOc(w(#f
z&#J(UIspQRMYmjyPn`lnAR;Ve$+zv#O9rt|K~~oqgDa*%MaZJ5cP*0vuvTL#z=cuD
zW*sEv$__AvQ>NiDIt5s8h(IG1AkPq$7NFr(pn-*OG{Pk61<9a($*ViaSf>bRuVVUT
z=JY+tvgF|v2Nk&uEGedm*03xD8VL2c%8)MtqYfmqGk_-ok`$zp2HYt!v7R7XJcz$_
z_*@@j{!gLUQ6Z9+X=sp&!%dZq-tR91vSIak@b3btE2zu8<b!&r2oh1s)poeSQh3)~
zVvR!N0<TJ+k4GST>Xhq`A(V$XV-k!L+T{=f!zdj;={Wv+7hH9xvsI4`*&}S@##Joo
zupodOB<!jPTai>4P+Ei07i75MeZ!pO%E~RzQ7y-NRQ)zccYOUI`bxt)!JimhcWUrm
zRVqk|z=zcJA&>&?`+pI*u5cDonpq_2P8L9So@*YDQ_`v;>265SsB)+SwUA)P=@O5Y
z(}>i$LtTO~BbzXjhoCtf3}?YQya%GXJoyJnMi6W`6NmT$YXGd}U<43D4Im_F6!+x}
z#E}A$%O3s?>vil$(REEHx>EpS4RDv{OOYg>=_=ivNXL#q-72Q1RyoGv00ESNU5z1(
z!SV>Y3nkA=xdMP@S(kVm1Lp@=r^OwuQNXmTH557+s)q0ni!zcE3>~N{@#!y85JNgZ
zgU`<=>vamjk_lx4L12nPe3$$fo8?r*Vlg6w9-J0O<=jeK7>)~fL`j2?fE)v=+FA<g
zn1+ODQm+syQPc+-!53mbz6OJ@%jERDBlnu1svU4)xt-9`b<mX%EgS(@jx9mxxgwAm
zQ%yX9Rm$N$fns8w{Y`NpH^S<K6DGShFoMw$`~M$-jw=W!EC5cC%*IGqP<$s4$gMk}
zT1_}kn1eNr<M=6rb|nEH?}8+SQUjbr;*6%LLE=javalx8wX}j*tB|c%kp*&76dzJV
z2$FPyjfVxNq`NO@%LS|)pl{@KImjJ|d}C}9v9zOh+)^$>Wf0A+Qmg}&;A%(8i-3?6
zwjjX`py$<PZIv73D&iGx&MrNUKa7R!wkwHilhc!_`0QlrYGPsism5=v1WsfL8;W7q
z2VAI140}J#QZbjhrK~+@&nj4o=7!G3hKDlnA<F|EJCuics41euju=u#G1pQCd@00W
z*qz22z$6d5H%z_6o#*<cE4&lXg?6m}V3)LRgw_M**MUL%Y7N)9e)M@D5^}-sekJDg
zH^SyW#5R?3JB`sYTDrCaiTx};ejfb3{5g_$1+%WKESR+&IYDULq0_s|!ggIL8oO8H
z9%xc9u^(5xWYMhch6+MiXxugYC3aYU<!Q`&T^#VN$6rX!Ow%gNVO{5Hs4d+DSUS*C
zE#f;z*o2Xlj8sxhcGCbD6GpB3=4nZ=-odA`zWRXA4&{K56xXB`-3wCfV9wB>)&Lbd
zNbM2?(zchIf@pg%vO!{E4@SmDZd^xi#tp0wp#?X_72_7%_Kopt#T%no9V6VkfpS_s
z8aGrmpK_)&R$Q~Yh&ZSNF_m%&)}KJPar}%?B%8wTnmgV(`8T(Bn%QnM+Y?0J@k*rg
z?Tt4#e)ig1uUUa(Uxd1>?u)+~-|qUw<a?8Nb?%+erQOga%X{fd^di{J*jT_KW6k#K
zidoVN51;>kMAdgOCq|Qu-OjAAA(n-4;gyMvrgGCZ_4Bn$ZjwEXTCw4IWL@lXAE@gs
zi`#YDw%>i(15NOkz1SN*pbet%)}-A0aJ?&wazGCLMN_oaQKKed2RF2S`FTFAgkk#|
z0<L&qH!vOvASlUPkzkh`uw4H)HFYhv9-W4lrF|=G?=<uhv%R{eDt5CQ{MpUqW8hS5
zVZCXD*<$GT|M}HdUrhrRJP1*3zf?rnFWcUm*xDNK>Bm5}9dxt~!MN?o8(IAXGWC;4
z3?C9km;N|ajHH~JDVKJA5V=>V;?Iz53in$&NnK7?BB!j#sr&7no0FBu;XT3QJHwML
z4=K{>o2&1v+*#X+4D3b*w!D?jL+|$gb^o1#?YW)Kr*}J_-fFG{IzA5^`7Chc&bSpF
z!o7XPdF}*ayMdU+@B1y0w=cbU>79i;`W@qr@$(<<wDj$^^jY3M{U{OZhj+*q%?7n2
zetv@Am+er2t2inF^x(64K?#MV5EM*;Cil8ogBw}A+tfI@8=~x?gOvB0pswO}U8`zq
zf}3)a8QA~6>u)^X_z8}9e&l&cc-QlnUMRBXCeg^Rq;OI&t4Br1!Li1v4X@ee7UQv9
z*YAF=+{~4@Ne<i%HYz_q;1D*vKlT!zGJo4Y;ur``>vYaDAnMqe7qWl*3%Y)DdA%J<
zqq;%n8Nv^oAGE-U6lr(8q$_qO;!(blp337qBE=D_$?kCX-}(BC;-#$KfqvId#tV!G
zpiE06{-wZHMi>kyJw0_DO9oYi=g{d?Xdr0&xKpxy=u67kkt@!YKEkAH<gDz&?ifnS
z)%%oWtQFFHAV4Q}GwopFc3LS?fNc9!4GT5h_VMAN{zDkV4i?l>${EJbql~N_s4`@W
z%0VOOh8?8{RH<3Dp8gzqn#a%h7|Flk4=~!&Zh4R1>Ausw*A(z||E@c_+dW_nU$MF;
zcDg5ayC=4Sl@oo|v(r|`4DKy|CEELW^wMY1OCLXF%`g5|{gD;Dv=c4wM$1;$!FwxE
zi9Gh!h81|?4_~x&?+H!5y5x&M+uPwc!`7kaK0b>C_ov-k;hn(rZeZF9OjjaZTW0m|
z54iSxXpX0G1jPSU+!OB*KIsUJ`aGXJetcB$+!K6ww?nk5N$~}z9g>$Ei9^7F>N!E0
z+*tJ@)#Rr3=A%pvc>gF<D~l#Y2<`>5gAwkZ)4>Sp{kf+oW)JxE4Ide1*~icMaL!q7
z;%_y>C<|^$FdNwL<HWNiCvG&?L&0{<469Vov+OT7-wiiX0|ORo1{^2{Zq_K@u8TqT
zdpQ`Xz{ttm+>0A|(5#)B!pQkKa<#nrlv~R|&O_VXNFzPYDdtA-$3gO_vPf@rM&7<Y
z<r)#4n(!^mAz6n(72tv#D|YvwDVTkz$AS}}0<x|c9ZWX6al`{U2Ahv3uVTaS!DF*k
ze>GO;^+rMuJVQf64-P-<tZIa<caPKVE04wLjW!}j*n>`rcKQuAt*o*aX)6kOhY;rL
zEa{xm&AF71=w~3Hf6eggUoL+r>Syu2e&LablgZ(nai4J)O@I|O2x`&Kp$j-n;GXT1
zOZlR~<0bC<^kJ0g-=PXV^4mrIPblLeC6|y4g!Iew{->10Dd7&c&6Qrt@%47Z^`|wH
z3Ol|lRg`qo(7#I!pQYq`NDR^k?v#1rcxK?B14^8seOQ`9U5OfX!3w_)OWnTiFQP}^
z>)C$cw->Kk(W#y2)NXWYtL=-Pfe-pW82V^#r|05s&&93Co?mE<R>BvzU$ep&aaY0}
zmGGJEm#y#_+?DY8?dPoUdEAxo&~}d%9>UG*oZRaO9tmxQ_YMnPY`e?qcyi1CMfBL`
z(c#ac!yl>EOE;|O@J{rV-RLV;*TLHbxz8iLpGA6iB7M7&J}c1oO@KG^Y1}$AL-*nj
z3Gq_9fs_?U{Sm|)6-L{Hdu^eyCeOVi$49^Cx%WLE-fh2g+SPz-WYZki=Dszql^=#s
zUW#K~M~#@&!6O%!YIr3FvdzFU{7(k($=`rawXg*A)UL9x?7!R6hzAY$)Ld@9SqoFP
z>+!nQ$3yU`4uLp61?t0+hohVvE(bVIt@y8x2K09EDe&Wf9O3wcw+4K=T#rxn090qG
zbbL(_Lp6wQfFyk!%;*V9C^%j3PUg&#vsLr-B#({<MwmW9<<C<xNeKam{sJXek*p6t
z5;ABzG?)G+%vkT8?9Vd;`)b&8pTr?5KXv0fc-SiEu}5qmz;WdOis;iszyS;i>PgDw
z@WIi9FhrlF<V8vjzyrC)8az1YaHJL`ImGYd!*x_%$In14{1ANT^j-KCP*8^hr?<aj
zg-_%DIu1kv90$7p*KyziML$kb3w&ljebG8JOZN{_gafbc241xSuT~=Gt;V|={#@7(
zfBNF*gip?eMxXM0^6c@^6P|k~e0U!arw5qbq#1TIMUhZGy9>t<S!~Euy~c`y5H(!?
zrJsjvZNKwBJ31MjK1B%`o*e{cPdNc;AjP+9QYpuEkjHUC*v`>-690p<kep9kOU=&B
zT$`P@{b+~HAib433B4q#C3mYJ2xCE%jfh;oKxJOqc5$?c90&JE+;`bt+D*4Ta6gU$
zQuJzj<y_j-$z$lG79R?H9mO^1LEu>g$R$;IPS2nSx*`~~OS9(@MX@3TH~C*hXxrp}
z72%}ScvpmDR^wd}S~mG#ML23T-uJ2K&s*PU-E6G{d$u0i4ffo*xD)K#4fbvN?+3!0
zzWW`gt&us)o5Wq|7_`2NmwDWkj&oLg!SXKRhRf<aZ^hkOd#%k~O`DOu?w-S5OX%FY
z*eWK(%AsTL%>8`9I(}y7&@;P-p4ptPv_xqIJ0@1zj%?kuqVb)!(cQLDD=>QB+qIc^
zW9H7Z<vqRQJ-zEajh9OJ#8zTAe4^6zWaUVI<?*4tW^b$i-vuQ9LCI!fFC_R{etPxw
zt5*Bf9q-hxcgo`TA1cl57zsqwrxkDLr&F&_SsfQX>Og|~V{>zA$2-339k;%AbKS)Z
zBt*RJ`Mu)Eo={7|E#i}R=Jy0Vw$uD^FzIO#ySEL>?f$^{X#T@>{(3O!c}&F00?7wS
z{`gqtk5ADjGOZi0I!{%z^pzcTg?}AP&K(kApGZD9&mSM3<d09CFKgiy{%Pe@OEY$I
lAgNmaVQ&U)wS3YZKRntm-0Sy^wR`Rj_KdZ7{-K55{~M8@YfS(E

diff --git a/Voice-Driven_banking-Lam/Backend/services/__pycache__/llm_gemini.cpython-313.pyc b/Voice-Driven_banking-Lam/Backend/services/__pycache__/llm_gemini.cpython-313.pyc
deleted file mode 100644
index 1b6078ed31c408008c424a1f7b1d21085561fb0c..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 2061
zcmah~O>7%Q6rR~#Z`QxDV>^F9vPlais^X?<Qb<aRoF+tR5*KAjrIM9ai#>L>wRf%A
zbx15#N(-nhmr6*5!iftKJ&_9%96+Qej&4(tu(SvXF1@)5hzdCH#y@RZDlyXhyr21Y
z{NDGTcY;A5g7M*(WT`45^eYpZ1LWG+S-}WhMG8{z45IZNQ(Tj|6Fe1UrsHNjCqydB
zNEQ3hNaHF<cs|q+c5VGgl|}%S4eISdDw>bgrQK^kQuv2ne%1eC!<dl}QUhQWnpT2U
zVZM9!-TE26<5xVR7+xqUEsB)jXb3!ep601|)sW&F<!D&-&hPoJhvIL34bWQExDtkm
z2U`#t7L-UgIwR2b9PUGETMN>A;dey=XW%I~0W}&zhd3pughn~Q!Zh5=*68tQYOua%
zaTXordr=k-wB2J6sR8Wz^Ol~`GL}QkWj8c6IX9h}){?JJYcrFl%P%}G%ckYXS*v7b
zWW$sba6`@-d6EE_7QJX_XUS^rlaJZ>`qgq+FBbDgT6YY~JaERg%mL2zJETw~RCh|0
zxNVf!Ma#5_Rxk=gb5@I_9L|w~VH$%66C;D!ylyYSC11hHki2H<1>#0>#ANpYQ%hTB
z*2tAdr)pQ^nwPxqNq~LuRKqd!yiq0@*)FBi#J01ge10`ie(p6Lo}ZB&YnPK;#~YL1
zxQ<<ktfV!=%v!Ekq*kHmxFRL+dNbYNSuGQc)9=9CL7?4(WZ?B;&A^t2{Ax#Nk!z~w
zJ<ZdjUBQpIkmGuGVax*`o*WCP={*f~vcw~_jIZ)3PXL*C0nY=QpB#IUgi_%?v{<W7
zW(7|5A!Ks@^DcgYt8q&J)&sYISDeWuxg1yDAMxrX9=Iizr+o@BGq$YD^`Nl;J4-~a
zXAE+mX#}~EG#v<45361CYZ4>jD^DEPO~$$$apc+AIdH3UMt+N=^^#3${*N)huxm8k
zmGwlbJd`wLLa9Y%E1fP;_JX&UAop@w&*u#@w;Kk?56P!2NCTqlsqxAc^HwfLsOzbr
zxa|!d62?L(9Y@pcRWt1h4q0(r@8n9F6d6eecp3m4S8Bf7#l(hGAz7B)vEyUvf=#Hc
zE*oj69d&}(XC14kPRte6aUE1<Mg==qiLK`I1+7l*L~+%HLUA;vY68<vK-~w^rm);Y
zYv@l21tRZ{+>t_80+$1o_~LCz-ENIm1+OReTUXCk*T~JTk@f6m*U_!$(Mu9^>Tu_k
zbC=Imq-XE9pxChozxz-izJoYVtclSv^*#R1uEb|5r{262xG62(X^s9}^?=7e_A&VE
zh5qC*{8?u*jK0Ciknn9QoHl|Olp7(;&S78j2*1(Ykvz<A9P}{#VGq+B;o&^c;c}Mk
zwy;n`PTXkDvU1Q~nl-;nbi)liCV4;trC9G@lttF{LTF~|*^;zc+t4%`W)=}F(6p$)
z1m7t=Um}x?6t4FnGpU!^TBjOqW|_>f=0jVVR$z^QvcD7xwTx(lDS6wWwb);W@@Lu(
zrj=d++LZF-7-hYh^$Pn3SgJh6ct=Fo_Y(@;MSJd|p8FsL-VJVh!&~0&Ti)(#FK>GH
zu8CE#9Y?m~9Uq<k;B=+;z-D}CE%md%>&H-Mr7O7^8m~y>zX;xoCoi15mbxYEuS%%%
zneCpT`yReatO)UH00rB&0)4jvecRFJx4ZX)At<g*f}h8KapwF?B|LLmn5~8*IQHqG
zDuV6vL+i2YV}G#YgK7{-5y(6|LGWFiJwIEC4y{Ml`ATH?D`#!?rZBM`2){SUQja5l
d*^GK$Bs<4r=tfK&ALVa!$H#~H8^azr{|l~{36lT-

diff --git a/Voice-Driven_banking-Lam/Backend/services/__pycache__/llm_local_hf.cpython-313.pyc b/Voice-Driven_banking-Lam/Backend/services/__pycache__/llm_local_hf.cpython-313.pyc
deleted file mode 100644
index 628a8ec476db53b1377e0aea1da2071ee8e57b7d..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 2849
zcmai0O>h&*74G?wH2U#K_!peDH8wV&>`E*)Yl90MjQO$GvRFJ;vK3TJ2B{?v$TLdM
z2(VH~d22TnvX`wKwvybOO9DA@bZ%jD;W)-rS!qZ@RdV4b;@v7LNmcTCWZ48Zl`iYO
zH?Lp6?tbrkuf5&Y7D6!EKEX>pApMnnw1%`JZ2y)+=yRkZm77DP$vMJ#-#p<xE)c=v
zA`yY}bH4Ze#IK;7e-OR5;|9Lag4}Yx#|KePdJlGBg9KHMgj9iq`%x~qaG<Gum8xPc
zEF;x7Dzw&sUvZ)LRhy<fh*W>ehR8Yj$c{+??v;zeY@juZxg5XH`L!OTTv!d}xCQ0S
z*>^cLl#|u)NgoOQkF!QvJ19tv<vP`U@Z*vJgpP}9doQ{!lCBarfO7i+NRPwq+riJ_
zH+NFoa_ur2<yBdYp5(z7#3;^a`*eFI+2lp8h)xS}ROAvJ&zXx%f}`QGr5Ch<<zVw>
zZE)GJ9io?Y<LG=-N{*jR&YGaC=AGotcT*#^;aSsg483gB46~$Ej0!FrCRU0TQOZ_c
zFDvQvymGiE9!{lFw0$Of@#1XeqIO|w`n<MyY3_WcHvgthF)ar?RLz27m`Vzcq7;oX
zPAQ8^hONLK!QZbM1Q)z*O1cBmvQ@xkJ5`H1__mWQVG|SGF)WjY9gF0bw1Trz!Bo_%
zj+GFp&oieHk7+k<>7-=SPyydG@>pBeE7a#$H?UcIC%t=z-K!a`3&XB<HJ`_}U96VN
zE2&!If)2+lD2@f^-iZo+B@8VW6UyQ}j!O7;UNg+1Mg0|GEms`sC)lYHGrt3EFRgx{
zAH#3^C6KG=AX1>Pu6R?7>_W5~p(}h#z2Iv}dtBxApjATsD2tABDi4s7OzsNX#TyH)
z5^gDg52Ebu+F2;(B>|zE+~-2Z7ePZvLK$%YUGbU%TLi!yK*;3(&uN4#?*UX)eGH%g
zPFOR=mv;CbIL8G5s6SIXGp(Bp7bWa?m?GG&Sf-7YYdEi0fjdih4}Sm>X1te%LMs2t
zl@Pmd2mH350h#2WS8<Czl~3_UITKykO+Xf@g3694m|T`q{Vc9(z@w5!gN&MdmS2FN
zygt-WE953z_iK|9-n9_3f+|hiLP&2zC@b#BQ28Gogs(^voQn|dS5g&xeLpx`TQjUJ
zuL{cYLnt9<s0bk<37(3?Dq|YRTPBpaV<5oH1yIY&`fbg`w=@s;HVqam&DNJIWlR{V
zsJv5AxS+8Dd;V`2gawdtKcL(XpR<V7My9Q5xzMa$1B&;3^-_jaFv|>U11<bR{Wfzq
zp(K1%YN@GMgjLi>JmxQ3r4lAI0L5uSZ%O#6v<$VTm#|F(R@JFg9h(5`5sh89EmN}{
zoj6cX1$>*zo(7wR<~M<mBAex0VPln^nx4pIAs}`RD*gsu$(_UY4achF&dpbHXLV4S
zg&fSYeqiUy<z>xlX4+CQRav33Mye(&T}-f<$MgtbQe#G~d!<f!=JsUjzb#o3?KL1T
zS5d={dX>8uHe#a<f!{CRnfWq=dgAri{(5|{-Wz`r5PRf17aKC_A6~os%kR2JPHgm@
zTp!%%JH2jf^v&GKJc}o{;v*aJk^7^Y@o_iuR=w}-t-fO$eaG$}-0T|zgJ^thWHUN^
zH?@9t^P7|Pp5gWWhXWfY=iHvO8%zH!*8Ow&XR<q>x{KFbHSfj?k7F3D+}Q9ooDtPd
zOqmKM1X{V3&sPa+xVM&|!zplmmJ%<qdtJVjM`&*(4C@nq@(p059|-k%j%Yx)SIoR&
z(V$~#&Jw|Tfd<dt&f^Me)(OGO6d7hKIBc_;`ktbYA@&`6J<5cIlQls5I*^yo(JJ~&
zxZ~3kPbK-Y$WJ3~*LNOEAJ(HC4ZhFU`4!(2JoM!V>h9a>I`pXP(AtkSyT-PnW3Du|
z5gmK^G~Bt3cwc90ZO<k5gUb(Xw@Y=eUb_?7kn&HX9sg|jz~o={8QAXQ!Kn%E*YT+c
zdf?-xLgE9zz~mqY>IWf?$&t|1xbUF6XKF-vkn}PAh>vN;1&|ZnG{6uJVPuaDJW(_P
zZ>?#=%ef4|BnjAr@|I2g&DWT)V9+20A>AwtNz+Vy8EcvsU@z2En!j}Jd|I15N5$sL
z0_O01QfaB!tZW+kwqCB{^DL`Wx>khe-Z?f#-Ui>~9Y$C@sQ@p$7u|b^u>UTa36M^~
zb6G9pNpc!=tm5sz18E2x$2~#v6BK!ZIy@oxC)EGKkGRMuZO?+Stzhq?VDB$ZYzBu`
z{q=BkReBaax+*oqF0QjKhJG^l(VW{pzAoLb{l3$UU3e^BgxZL;f41`JihCfr8BMLu
z{5jn5M|r<{U};k}T*+YbZ*4_~9z}=h(t*0%UGF})mi^7uUtM*(j@LVw=0(^a^RLb{
zV#pWvc8E<r7QfYy2e{6)(FOu`cl3Vey@{`w__7g3(mnt{^FZm3(r(A8^~>wi?!Ge*
ukFTaT#18;RKb~O#;5z?d?}uyuZtC#aB>E!hpKcev810&F6aLWV1NlGrgVY%S

diff --git a/Voice-Driven_banking-Lam/Backend/services/__pycache__/stt_whisper.cpython-311.pyc b/Voice-Driven_banking-Lam/Backend/services/__pycache__/stt_whisper.cpython-311.pyc
deleted file mode 100644
index 9012f4327e2ca30145f1724228fb5c2c36129d31..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 5601
zcma)AU2GFa9-p<>&aS^=5+`vI0;|9&F$GiLxR&sBG$buY8>%`5VWqV;-bu3H*zW9_
z51&(oij%Cix=N=?<=Ub~r(R1%9?(gZctmO|ac^t1cUUV$LOt<tZ>}g()qA=B%*Jak
z;eqk&%w#_P^Z%In|K^{s!{Gpe^zHxtxRCBf=s)z2W)jvLk3t+mpCAP(Tn?pa?a6VA
zp0sDtoAz>cKcD8=xG(KvwLk5L+MDZG6w(5RJO~S40lAw^+KBb}&WX(q9QX=$xe1@0
z(m{ojL-2($Iu~j7u5>nA?X{aS@hE(rQ+(;D;=hX0o0Nzm;4VdkF907`?m%eHuLQ69
z(%p>LSURSJU}g^vDB<%SN|}U!;~qC%kd#ZYFVXp5I%z85vHFjd^ulWe1?MIUBvr&X
zyO6@~?1j$?)1lW%A&WJwKoXo4%oSuMqZD+UzfksPONu=9yyeXnOIb>-nf%c3!uM!1
zaPkS#oBdE<*`_n@?5-=Db-p#YLf33aipQ;0TLuv<vxJ^uHD5uWA;qURPXf^Y3|;4+
zq^Sp68=s^6v!wXl^Om>@r*-OW7F0UiGv4F$P0iH^wa!KbRk&5*E0F!BBfre)J<mFK
zrH#MVns%w&e8|tD8_~VS*6cQ<$6GsWM<lW2ap^hS8f~?dK*a-k^(evBkXuShRi+>J
z9+XR-cRd%mi|CT~EV{@g!sQPF5~LG(RafPlTE?2BFJQ?&hP(8_u4#Npmlo;il;pf3
z6`O}qnj?ip>6Oy_yqcevCgm(nGD_16swQa*g;GwDX0eo&b2+R?g?tuE7Z-4zQJ0Iw
zoSKz&wUC!IT_(C_ubnDyNli~TcgqnhE0-nJVNFSv`wB&zm(|@DVV5E%yK*v_$Ga}<
zE5{uPC_61GBjxZ2>@F$zf||u+lGXLfn=ik7V(R70<gxLI%=D>~6I12sjeSzSpi6Uw
z5{Rtkr6gQ8X->`Iq{QR{5ea^$q!JKqu0SL?OK&LMnJSNID+#yNrx(uSd}$QS)Z(a3
z9!V>)g>$7`?s8IUeDUWm%UdQ00gBEnmpEh6^f#O(;7i$znx88qB9@PBW{HknEPt*r
zKaYvU(;1fE7Tod_G|NAaso$^yr{!D;vwaA?{#GZoWu{25PGmKY6+#_><<Se4IB_Y9
zi_}n-4^zexUQ1wGW>m!z7UnWcM2o{3T>~fS*Ms9@GjD2`XfvSk^Z4@2ajc!!3&ok^
zuN7xrlA$ZF%)mIchc=_>dS>02$>L=z=E#jRbck(5HUsGxeA-s<?aSzK1PNiIBYyp?
zF|>D0h<p@$KWM~$TNC!1!hS>8Ul$@(e}nJ$MH(R#+f@}FHs?&;xMakpApbCD*EQjk
zDV#EdQ;+>9*8A}RV`xvUd#~BOw<^>-`x=N7OWa!5W@AXJb?Ii8ZiIB0*)wd$_S_o1
zGit<6)?z2k*vYE67EPGZ1Gh)-jvCQaEt)c;sr%8>_oAo&b>^*F^ldZxcGc(baik_3
zHHD)_Gyn217;7LN7<LLOSLpqa(R1LI3<cyn$E%^5aKaQ$7{ZBqG*<Q1WAUn37s9_l
zYKX8LYK=ON)t7dR$I*B3!118>yW#D}{oe2WK4@DWoVPmVlA;ze^f+gVvc6ymIXORH
zlIOAIha*rT`K;q2ftCX%|A1aMn2?TkFwvd`Ot=j$&yzx;+gY|j670X86fXl3zQR2_
zd{h8<R{d^wI0I5Fd6v9-8`xDm6|d3(@Bn=`o&IwG@^)Hj1FvQuLV8!L?UrhZZ`aET
zdmgps+N}zwh^qlNZ%e**sD3)+RQQT-HTc9jziYqHlY7y>D}E)k8h&D3N2NoF^gGj6
zo(e7QC(M%I0;8wfs<R>h=tr-6-Fo3rMMxn4IC`Pi69C+fCDBFGu|RVUt(8p`kpWz2
zwaYC9ht9%ta!GtwRNySxtu~13mPf#A*w{qmyp|>EET9~_1k|_75+F%dol~<?^Bzbg
z$Csb6fo9#O2N;=SWL_I%Eef4a+$L#M(@6pxH2?v<U6Nj~F^^t48$+C>&VFrcoW3kz
zt~831^U0mkFwPG{xu6awY@}o)-e8xtjTP8gsz_6XJOCZtAKdx6yo#g)j_;HJS?I8&
z&H<WB%%e+%Y_>$!5x6|m22>gY!Ino>l2hgW=_XAIOtuoKCmEB<5vt85`(u*2d;}o?
zL61f(Pf>@5Zdj8S0r>Ot86xZ0irCI31DFJlTg?iz*iCrIR<OCn>#}wpXmkO{W-&Z`
zG1UqI?9ry7yIVW27BkFza?VB~jZoiJ9&ED7u&WJc$E1;8xsmedF_-id$CVOc0KP6C
zTR0{WdU+F_gx)DauLq%l1nHv%eTG^cIdzs4G}+?m)7*-v`C>`W%wZWEDb@&mV3H`E
z*bC_E2mo-sSk$Q;mN1X=m?<PQE9=>X^*NRgtf>}BFRV=j$QDY6=_FzwxQp@y3|d(v
z+v&(ITF`ff6$Thr)T|ELqSV7prP?4KZT>k6<Mc?70a&C_A?aDR6B(q0dRkL6tus!3
z2V;lmns;n0?nR+Z4dn5~u8XX4aH|cEJG-lTgCF$89I!rntJ8>`g?twPnbtKSZ3<~a
zNUx3VUJc#K-0d+&Pt`_GnNSM9sYb4aANCK|Lj(1Jk^11)Mh8C-_z6MrGb;oX?Ej+c
z)2{22e;xRIpdli$?{O4u8M!}n_}<XrJC}^pv&PWj+ECUU${NA|KzRR_FCw2tR^B!K
zFmo+Zi@#;Y->Qab|M2~I@?Jc7W65~qv=L9%;%ChGnQHjK;OLD_=HPSp2lw0?+*2Fe
zXAbT&gt#Nngt7M}BQ{~@nlNb!lZG()pmVDsY_-uHRKyhI*3$SL&gdD3d{?39o-&1$
zA*AY5W6d8!cONWw(0zRW@nQ7+aA2a>`~A+X6Pvt0Z1O=n3ubYW4_efbKKeJ<31Az_
zW>PkQa61^f-96`m=5vl~UU{nHZ+GKub15$ylHLYWZkT|G6E1NpPIJeZZFC)gZYN$r
zZfe>#m+b5raeYHf>zcD6I#p20twA4sj68)(TkHvsk0+iUG<qd5*G?VmIkSPA4f_dh
znINVEjuPTjc{oMmCl(~I{~S0WTgrZ6CzHu?5a;J}s<w~>pHZUs{m1JcO2-^LYK1!B
z#NT{9hh+_*ixe)X06?;I0m4G1&C^S=&H!y4HNkT-n46{E2uq}t&u?&}$?{;}n66`R
zd29?2v56u89ApSsDp5c8<L7^prkxQ*qOs?gRHAN=vOFmR&;XLPFSi*>CPd3u1plqG
zSb<P8SUh{&^5+U_-s(_Pl9v~;C1mV}Z^rWDORA=8%%K4|b?R8t*Bu>QNcIB_je?0J
z*$$Ckgy4uAg`Pz^)PQ0ct?{A}NY?n>CcoR@cY_D<_1E|TlOHhnfyZ&w*Z=YSC%M1m
z{=WCi7rs9Fx1-;_Slf2U+;-^pVy*X8v-j2IQ)|KShcA3|<ozSpcGrSC%-{|h19YxI
zgcCV*<0ur6Yr<huIBW=qp}QW+{^aFE%>4|}3Fc^wg1HAY<atPW8N0C+3dlA7pvfOJ
z_=9VGJ8xueE499Hvv1tsV-GqYu<`o#uq_T4BQF?{1CVRNm??}I&HRuuu)8KaZwk*F
z&HM;tMpTDX6`4$eW4255(nyzN7pxGoD}^P9|5y~s0!;E8UDiPZQ?S2n9l!lgEJA&Q
zB?30SYKN^roEj>Vv4PgXU5lsx?Xp6umXR;OL6B#2m;o!Zxa9@3WTvz_WbJZ3s}`80
zzCq;oumLmRufib+CrdeeguDiQ)FEnvP&T|A$2I(j3onQ0ua1rxPs?=_S!TbshPcdr
zb+pBB=Laab9J~^~8eR@R5C^J#rZ{lz#hSR?6t^$?8v+u;%f5Ojx-8av20l*T@7Z~;
zXJ@S^Y4#)y@jx|Rjo+GpdHi+`LPDo_o!h|yh(K{;AFFO}W7Xa6yZS!|So6u^Z4Pmr
sHrow;h}+XZPH_bBp=$Y_x8Lyg*Lh+2_?5}4lgsSa@B*wtH&fpK0k1+@lmGw#

diff --git a/Voice-Driven_banking-Lam/Backend/services/__pycache__/tts_hf.cpython-311.pyc b/Voice-Driven_banking-Lam/Backend/services/__pycache__/tts_hf.cpython-311.pyc
deleted file mode 100644
index 0146cd8e26dca1ceaf8c20f88cfeac6339fbf3b4..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 5187
zcmb7IZ*1Gf6+ixwOiGkx`A=l4iOr^I9HqAMr*)dRNijEZ94C#N)@jzb9u!riEZGvN
z94RN!>{VN{MK-$D9TKEi8_XDnEJN}kU;42?yANIWjS4tKAYdTamZAIRA`K7(7_fJg
zDN9bWcI5Hh@$TKb<GXji_l|$``8)`&|NJ$P{Bt8h{~#~U)v!{yCsGJqMiP>!G#Vp0
zou)GM7@c9p7^+gwj=Ai1_n6zx8^#*!oEzgHXVQGeGv=WXjbzVN5PRJj1KD-%Nv~5O
z3s+&Z>+n>rF<%OeHOgqx@6;?dIi=dXUMi*~R-q)<SU_r&IJsHk;ql1L3Af}u?;2~V
z&P_Ov##&`T@=ei18V<n>xyd$1GQ73cORk?Cd_6U4KVkpBNvDx8ZTSXrx_S(&aaq$;
zY=y|{QB{)D2UUDrKC2&Be;k{Z6DrPxDa)HyV^UO7by=CtyW=@2*1z3i;@O<V$jZb+
zkDAl7IX!YFHf^ywbhfy3Oqs~VCS=Q7X^SROX*td~Q-+)@+<Wlc`wi4ypfB(jJQutd
zgd?Er%ZP{R&QPDAEA%X*SJjNrWVI~O^&dIQ&aj$acdd>fG4&k30ExPLwS5}lK<)bs
z)lqF62Sv}i<~_<yovT)&#Tx0WwGunSe1as`l{Mp0NcXLBO*)2(^cvHc<Q<L~W`@1t
zz6!dyUe(fjNNV^ga{^sve#OqZo*=E&kpSBH!P4eEbDqVjIj>4UNN-<#tJfceW?XZg
z1YNJQy}<qhbi|R>l=w$=M1#~BBzbOluY%66+XhZ%@c+(ko-gu6n4Kh?=VslH*VT->
z{)=k$J1@+6Cadc;2{2Q+=DkI_=q(BfM)HB=h9^jFc(P=$gYUPY#yJ}F<9}2?bMz>B
z2I-y7d=T1%aPKTvC$q+)R{5kRTjzlp4)zf%HQ#8d*D!@nf_=?$KjWkZfCsyDhB|}J
zGAGd)D%_fX)g!_+pq*3VNvtYrPD`H?CuBv&F<sU~Ei23Mq?o{JMkJeF%xNiQLe!J8
zc=YI~c>MUNm?3}?vBl&AiCA2IM^&e`Winc?u4}zk^Px9~hK5Imq6Y`|4@Qr_c4TlQ
zzxB~NQBid<q2?4xOetanFi0e563Mr`3a~`Rtd1pi=Y!qAi|uJ7QdrYPJ(ZCokqE$;
zOIN34WhC!k<tMD&`POccAe=0TF&HEsizj6%V$oSWOk=XAtVS&BIjlqh00Awv_^Or>
zB9PJo&%J*FxkO(^j|Z%JgzmF_${Zz8DKv-vKz%?>u9|)o0BVP+@4v{_wmIcBJdcH|
zdY(89UIy;9ra_Eu2h!Lxbj2Kqu~2YJXcUF%kw2lZo2V1VlU9SGMkjDgvN*th+hbri
zOvrL6xlHz))u5fu$#Px>pW{v`;3hQ7W!r^DKDbbLxNCp^_?w!Hwejgxd`dnyen8fy
zbTvDE;AnRIl^9eh(m1q3tE`QK;Y5>(2ngn*jxFXlI;CjEC?k8*YCM+KUXE0GdSNi_
zb07~2XeqGn;)aj9E_N*=%6EvW&~kA7LT=&Rg?B%mCe#dWyB&P~R`B^!u+I$k-44EV
zEBI0=xX%pkyB!?76&x%Dhs@y6GP5e7R@%3=<nL<a*S0=de(>PIqm_@=XwC2imj;-D
zXPGabWe36yU-nQy>+F%Nx^0iYC%g>UBjnDt>OdE(_U5#ae2%IIvRO2P@VYvSu39I+
zHg$tuYdLz=34ueZTHqWt$IQ|7?rp`In33bKH#zxiO4Fn26c`q*Y8IP~>0nz@3M;XU
zY;l>`lngJLMQaJmbq1$&Im}uskw+9-FmY#=Pm5);X~2Xi0V&I0v4^N*nHt$PVxdsL
zA;RsA+JfxhB){p&MzqS+2i>%zK!_Q2JoRbtcU`~jy7pA5qtEQ<D;_TUJIJEFxYX2q
z(fje?o2^FEu2R!3vuPI;mW0Ol4=udCxb5b?k}zNj1BR3Cfk2e+8Lc3ymWz|9ERjps
z;B5t(G}vL1sH<Z4L#jK!<zNhO(0+I3UPWcVH75oGfMdG*#T6~bqbVh!h69+m6w5s!
zlc3J>oQS1!@*u_#3-V--*&t}S)9S>8j4hV*u^M8;7o=3+P@{Sh%P|QPYq0#p2}H91
zk~o%9WC;^BTePlPZb>Hl)^f*HC6SuI&yogy@N8Vp>M2#RTrwFl?6YAOlQ6%sj+_k<
z(G;LcG7+_L+v2lMxQd@5jNL>QC1Vn?U=q98((z^}X~dI@;wj?5MDa&(RTkXu=xGHg
zFbQACp3+Xjc7RRz;K4WO8&p8cT#u`@+_GcwtkJRqQjxpwMy=~E?lCs(D7EY~TXq(?
zvOfrm%^#tbn%5f}hD*(d&E~^~aQKe5<<dFBD?(c8+H$Sk?Alop))$8XUUGMZ<`0j|
zA2HfryOsn}NhRT!DI7C|V=zY7X0vnKXFhZL(XY=M(Fvn7S?Wxhoxr>{6^EBXPn)6V
z{?>EQ>^Wh)b;?L)jnL^*=(HI+ZM3dU#lf-=`0&vDp-U%VHm0!N5Z2#$rstY$Y<%I@
z!wboh(6!`D?$EU@M*E>kDhb1;Fl-3JcLJe>jz#w7aU;-Q3iO+S{@a0lw*vb<Pm}_K
zW?-=BUS?^Y!0G>@_c`?R7E|1DGh7n)n&Ms~v^Ev}ciK06Dwyp%i@s%+<zE4b-%sxg
z$iL2P>{|4e8hgyf9)o*Ky2~|w=$-c(t*?La5|BzNac`L18wU4A*&i~v(1W|)R`>*0
z4OxP2!n|O#9s7a<0_p45E4lG@v?!FgQzm!H;7*nOEk)hAi7hR=Kn~;@G10k$u7iH`
zmESYuX1?m!I7Bgjp<GaY1iaq^=6nAFQaKCNg0Hj&o*}lZ!ZCs)uf#~~4OczPPEfO`
z_FObs?J<KsfFqdXuAVWdy0O;8v=IMO2hdM8&(bqAZmHwsW*~aKvgSlaq4$GzTztK2
zf%b064dH|*KWc}F2jq;ZXaFH3x&*w4=P;HPT_nfRUR~{7fyb3C4CrA8dYN2WPi50`
z74Ec^fOE^J9>cmF9@Yzxs^fqRhz#?CC)FGlo#A5fIK-N|_)ZJ}G%kxN4Z_W78BjN;
z=_EcR4}_ywKPPJPw5*6Y2f(dia>C0uSI)cJ;9Q(eX-RS>4l`@eZ6v?m)7#rC4pm}l
z@+JFKa9aSyBGl)|$^P%3{!(=O!3ya2i@8mt<;wfwfP?cj%Ftull$fwRLIhl+D~nT#
zZUY?N4&4Ci!K2DJ%s}7<teVw;Wet?4S>8$^N?fi+tOGE!f|qOt@Eq@lsv&r^&wy0$
z5w@|*V|ZRDv3(}nXRv*DxnMc)R=F)yZtq!cV0q8CuxUNt5wgrQ`P_xU`<qeQ`imor
zgGTFCqj7C24BcgU!xJvCTTOPW!EP-FJ7M3u`fXD5mc8qi5yST{2?3+|#cR(2fm9N9
zo5F6xPIpPm?vk*_6!sW)TIQYpcni$j;-XRVJ<%wH^<=RyIhTdkVG=D_0vMj6kslrq
zirQ|i;>CE4oIJ>Z18*dJ4a6maRoVV?MYEMZBbY=x77rfv)r!}I@ksCzjp7KjU=o5_
zEctt42`Mcan})TDy#sPzAPo#yer2_Yx-ACh6ihsmJ#~9E9&&rZE9TPj%lI{DAiqMi
zPM{EjQq-~=;*Nqq?lOACcw8!@b%vA5sIg$*WyBZkyQZeoKy``877E^<`_B6czA_&w
z22DQn@$M48$>cW`+;@b=0uL*HaqM<m&#kteQd`7qix~W#VtcXu=3oK*!gdPa6v!fD
zXV)}4`?|%>){+DqH2js>Ewfz|SU{B=pb#q*^S77|gXt)<{=(4tBMa;T`;q&iyTk@f
QHfT6$nL%s_xNQCX7k1$M!T<mO

diff --git a/tests/__pycache__/__init__.cpython-313.pyc b/tests/__pycache__/__init__.cpython-313.pyc
deleted file mode 100644
index 6d31c1c344cbdff69b67c3ef8c3c398c3a5d0fd4..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 141
zcmey&%ge<81eZnfGePuY5CH>>P{wB#AY&>+I)f&o-%5reCLr%KNa~i3vsH|Hu)lMR
zZ)RG4aZGZ4Zf<E_W=W-PVrEQ9YH>+%OniJMP#`{Dub}c4hfQvNN@-52T@fo#Gsy5_
P5aS~=BO_xGGmr%UAjcp>

diff --git a/tests/__pycache__/test_pii_removal.cpython-313-pytest-9.0.2.pyc b/tests/__pycache__/test_pii_removal.cpython-313-pytest-9.0.2.pyc
deleted file mode 100644
index a407ea185e2abc804d373aa28457a078bf69d75a..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 5475
zcmeHLO>7&-6`m!R|Dr58ktN%$y_THV>za(Hza(-cN2U_Vv?Zb1&~PCYixs()wkCIp
z*`*!QHK3qHlVgG+wF(qSawvk_?2~Ur&`WcaOt}))1ze!H^inuc4}nj8Gy6-GsAZtX
zF2vb4Z{FX$-TmGh?In|O1lQNcG$j*8=<j6WTyzB{d%tE7`UD9`V6Gs{(0d>k)B_yK
zu{gw8D`6a_D-j%ld*Dhm7sIh!9LG6yf=C3fByt_NBbUU<Tqo`Xt<W)q`-CuzN0;OM
zNQjJrA94xNV`$VO5k9ucoI=ZoB1rlLLbk6i+(mtL<L>3I#nZN^@3wfxH?hg(?zWQr
zfhB)*V98V)$zFGN>}bGRcR0?S?(RSGbP~<~wuB~vCsB#vWB(wk^L)UJ%}J|DVNNUD
zFhf<zD6H{8vkS`=?WQc&bQz0=w5prkHb<2zvRGDBSvTW_vMi~hA-`ud0_k+YA8P_8
zLHO-`1tUCiMukVIGE4S@K`4)$V72~5dmDZO+Hk-7=(MS}5_z9QF&`eEMM%4K);2Q3
z6z?Lm#5y(?;icSv!K)I?M@ATdz5dQfVAPfsLQ7Fca?yEp9R}PzuNPoeJlW!<!zXBy
z{b<Q$I(v4al#aD%ce;Wu(N24T5kf-vg`zy(;-_tt-V<@7JJO=nHabrWq6+)+-CjE2
zWZ=1y!2?UOj-(LzpXY>eY`;)WTrJ2+<heTyIX<2%8FnOvXgZpLH(HGfF(ICh4l;BW
zTk3XR9G|Vj4$r&yqkPP<<=kaPNK7zl0DeLEvG9vbFx6|T3BIE-_O7fOoUtYuoKThu
zH#mX}+~sMVld#O`23D$7xyY5UR^be#0>V<Is;3*7rJ=#0k<?%&H8jX&hQ^0S#z)6~
z#^phKoXcm1hNmuNr{Csg<#Ji$ZfUq&Y@BMZ;uHCjc@~(M;F-q8D`%_q*LgjD+a|aP
zj!>fx3kaJv?682aS%bWOmPluKosZv1(@n(hoCTVju<T@9EkfC98IZRe63S-2$?JXt
zI0U&i<BD3X85AJRsQg}4E*Nr=kD9@1eUJ<pG7OVplnk$v;Z2i;g$x~s8;2wvGG)+B
zWneRuJvz_FEe9bQvl)M@S~no&qJ+(Eu^^SpB9^PTpjE2ybj%J|7FTLY*-%v743{;K
z(9J$kU(;&kA{7-^%i4-m774nWF;SOFGO=KGPEr4groN4_hRv76l7=giA;NCTk}4Un
z0>Kcp#{^W&1o34BJ>;K^_$OmlNS0V;uw~Yw^@g=%`OJ*8%*J$r&76CgBiZrg8DSy2
zJg1a2eHnINsi}%lPf5x$$&OA(v8pJrWvFgaIbE%rJv4Fq%N-`4JK2yPg^IO~{?<Lc
zp4&Y%v_AXS#PN+>GjV2<&F&;pTZt49n~792@fr{hCht$e?cQW_I7|4$*{wu&2PElV
zlSsbiPA%dQo83+vcbQwQQ;Yu>HoKAYi#Rh--b|daR;cxqkKXTT8v=X7Z^fB`m3xz(
z;;<L7D-Fa$HoFH2K`muI0t{N_{|P1BD)a41yvhgxtv}CPfMjaJ4wM%E0OiFk{flm?
zCSI(I7U&=?(5Jit?bB&n)bnnUdBIXnili4$`y%N=yR!?46iH93eMGL7Rl3sw3fHU<
z5u$n42Jg_)A!pw{dtDCCy90Q;CBp~aF#ziUAx`rQ!Y`QTM4sfi<NE*e>?ZoZ<#{#6
zCmU(6DAJCYQ;M=`D5bihu5tuQt?FojOEKMemDaF$rA`+)Mdxzbn#xUUa(q_1MJs7t
zt6gkF9X8KA3#*#JDJm4ZBX+IgEDo&+P?gLumi1cM-~*VnT$sE>&pLf|1Ih*_Z_#|C
z!|#P>%mB4}*s-gqj!iy>$$N}@$<RlJACTcF8K7fD7`_yQe@KQCFz{ik0-OihkMn~V
znq!+|VYpoetjU;8oLB&k$vMkB;s;~zq=AQEk#sTopJ5<qd|^HJP4dJ>qnSLn{?2Zq
zXOkV+xVDuT*kSFzhwQ+I<JN53Bi&`-ZCrC_TP-t}-DC%L6Gz*c2Dl`Sh-sU2wGLz&
zgfKZTHpXZ-CF%t%RpF?$q8VwRm8zkqokCS0m8yVc$&iU$ZDmEq1@{~UMqCj79=M+%
z4}hJcFTgL8XWE^i$}VtS@ABv+Vv$~g3#Dp6V6>rpke;%p9q^+N9(APKpO)Z^#Zm|#
z@E{z3*@f4|wkHKA_6uOVNPyY%(jF4sNS)XyFne0<yI@y~0JG0WdujJfB7|)S4^apY
z*$^IH>Tz=6vjqiW{{_(E_VW86Jlp<BEs~FK-{s_pLjXr{yGQp9<=jf0tH80IppmgA
zb8E76v(C|1NGjG=I9XkVb9}mS<T6)QZpwf%-0j;}7qV0DUS62LbEk3G<Il^txSwkH
z297}pfJGEDpnrB6Wxyd!zJ36qB-|(nVe-!l3wih?CS8IVqQRLRST<@{72(CM$(X!s
zKBU<PG8A}Rq%jX$z($)~xhQICLFOao%VeA4zHh`#Qm*sK(D;0SWOtu<khsslpp!uC
zcG3?=UP47;P%h$e5F{|D{|<(A^sgxDIq{n->vOwjF0Rk*u)SMs?>2jS_w494`^q=T
z-p#)A&14F2st20I)MgLq8h2Rx?;)G|aLk=q#G@A8mN$b1P~RsFQxMr@yDiT<?71!W
z+#~ip1sMLg8FgBJir?l@(K;-otpq>=pT_bntQgSvyDT$e^XP*y!<LE}fYU^hG}Q#B
z(<B@8xnk0~nXeuU%IL|(Dla7AX5w<Cs$s)AUj+5KZU!`R&XJ5YGc3WWQZ1ShX+@_D
z_UD?SnvtS{=}9FjiY28iiz4mUX_=r8=SxI4Z#~86k1JZSR+cC69QY%^ssA2^r$L5c
zo*?uq^vmR96nlcsJ!QkpD)WRbZLy{AI#_0!`K}|(oc^{81tOb~i%sUOZv!zVwHHKz
zDTb2YKjl&Mr9H%g-eb1&F`L|FBOlDZKl{PL`wJgkx;yjn%-w~L7e2f6#mwh3UtInC
z>b=7cdhho>IC=l%SAES)?(6C1>7O)TUfgB{aNA@{Ph-T?Go3)(r}0Vj$Ek~16#Uag
H2F8B_j-)6^

diff --git a/tests/__pycache__/test_repo_cloner.cpython-313-pytest-9.0.2.pyc b/tests/__pycache__/test_repo_cloner.cpython-313-pytest-9.0.2.pyc
deleted file mode 100644
index bacf3652e3d9ccc22f34f4a97a535547686fac39..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 3297
zcmbVNL2Mhx6`fr!$>lC7QIf6Lj%=-D*$SO%CCgG3DWz0LwI$e)gm9}!s03`6<VxCj
zxy#NjqmV^_7%kxTmY^uoLk|sdh}=s8^wL`kU+i1RNH&d$fh5SKxw%jP13vZ7E|+9#
zr3pF`XWswwX6DcTfBqgO5(0uYch)xk6-MYQDg-Uo0EaIz2>lT$NMWuc%y=VvE#$Bg
zy2jzK<j+KK1ZLRl(Q7>Buf=ezp%<{=tq`%eDP~Rto43Zy^DP{pP2ou9>0rJ!eh0I^
z#R$-MFb9J9*0|X<2{)!q2~Dy-3N*pkxLr5y-sA_7!UcLId<sqaOAzkaW>S%_skEG8
zNw}!Fxg8Q)(zcD<lAXIzVP&~;($P)bGD-z`SI_3L@rI7&`5kN*^jyOTZ#No@5d038
zIU0<O=3H=?#jGdIrgj5@={JQ5Ok<J7w&__VG|DL4G|M6hwduo3<OprFwTpyS*-XPN
z!6|gKLPuD|t<Ps7?JOU+ELC_byuk;IjF*mq<d1`BH5{C7MOGu3#JA_Eq{I{<2o;1z
zq<{avyvk%co;@Se^{h^b1(r!@jmvaD%dmGd$DY+%yb`znv>KaPM9BW@3k^d46NEN;
z1NKo*08%ZnDoij+$NKLl*h$C*+LX?XQ$9i{(-)xDIM__dmqD3_2iJDWnHDcV;PGZc
z2exToSKBHn;I_v0RVxhG)Vj&h>}F1VFOv_v{JqR(Jd~u&jX>sEqSB>wuZm-gC&f3;
z1{SyNH5BMtBitq)oEnTeqljt7io%aiGsWAGC+Ax$0+dMws5J(!R6^V00QwOMyqbp>
zy9I@`AKsvZ7MSJN(xHB|#r#jsFMj~%^&h}-eNL*U^2%#EHnz%=yQ524Z0|ZcmJCNS
zEW<T4)2QfqY1eRf?2;>KIk%*lW?8a}P`0dX$uCxN<;5cknNunjZS2Y=LtfLfKl7^F
znr65a!FFWRaNN9sE3tg3P$<h4qnKhy9P4fgTk0E{S<)*VK!d8eBkOMh+4*^;6Ife@
zsms4GidSK*3}p18EzO&@rAwDfu3gYv!?t7$S~W+txYD=dx<zMZbaWf8P|C_VyD;kN
zjyp<8m89$mYTn+pOk2x4%U{#lmSUc=>2!*zES-CySe{5Z!mk@ZN=p=t2Pyy!)mX}r
zbEc8IA-pB$z(;D%E?KVdmX!9FOr;#sTY$n3mH|u4nz{<bzo1)giX)+7d5m`Bw40#a
zRHZ|6AQY~5;54iT<#g&erq3SJs*33+frQ}{!z3}IK%H$GS(5OfTCnpaQzuE!6Dqy0
zW4JahlhC&Al5T%@mD;N3RT^Ou_Dmx}%YGvKv{<J8QZ-DvJTl!0gByz))=3<u)ojTy
zUBhxn#I#|lLr$m;q>GvNsOq+9XEjr`w1Q4zs-tb`bO+LL*}EPD><Y#<COztwjUj@n
z{$|nCEH9LV`&G$sN#a|!rV>Q-9qD~38-oA!Br$Jh7t)M$H=zo~xtf*JG5wN~B=toj
zK~$PyL~PR#k>1Ha@nXAhsa^PSyD;eszWp!xPVt3{V-EdbN$rhH%+G8tC@b@uOU9P%
zY=SQfC3tM*5zW}7zIMFci&(=-xmYHBUKsv6m=NXM4Ly%#I7Nh?<3dq+8+{W&J$-+8
z@$Ksm`!5`Dec$j%OjeWW17Y@`sYgQRJMq2id+B{)8gMl!?YaBHga-%i3xkg%=*)2a
z^rhPAOI7~Vqk#(_JYVI{JRG}P=cO7i9q=Q-=$otZCm!|o*Lz1k?H#Ggv-`bszZ1XU
zd+Pj9jUTF>o3CD3JK)!!Jcq=yPeMqXq}>ed<{l5CaPrp5&6PTLzQ&!e4qrLou09k8
z>f&%s9IkRxb#c5Vjsy5u^SYWiRR^v2|0y?B6~~*R5AIXtKvP+36TPWne`>#NE#Qx}
z=87f&`a`a>&K;|9$Lic*jT^kr4LuovOFR$;pL!R0AWV2*=7BKnfw>35>{I7e@cy6U
zi^oHI;$kTLxA?-v=szxZE%e9kBzeGhPVk_<Bk{nv+b=B0iMuJPzk5+wMB?3->Fm9b
zu-F~Dm!O<`$A!hAXzCc@gXe`$!U^Q0>OV-?&rrYK?P9})$JJDkDAqk4evYn*_)AEF
zrWs8mnP!bwKfH26SR2ZVQ+5dFJ%@-^g!-N*Q7!9u3hs5=ut*dNw)cv8Ri$-URdEuw
z_j2zxIs}OD2tAMgiC=qW@f?VdkjS|K-Qy6$FrOpzTlAa6=jg&`DE1i=AeR{K7Jrk!
z)p@h?9rnHGyV3VL-|hSh`(gC`=!fz5<9nHp)^4wTq~2ElzP>+l^&Yn`E$t_l575e2
dDETE5sYVC)nX~_9Pci2XLx>&n5T1qe{sRlV;m`m8

diff --git a/tests/__pycache__/test_summarizer.cpython-313-pytest-9.0.2.pyc b/tests/__pycache__/test_summarizer.cpython-313-pytest-9.0.2.pyc
deleted file mode 100644
index 85b78d3f5cc029b68d13362f493ee4ecd4d9e6f2..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 5155
zcmeGgOKcm*b(S1{q!lTWk|qCSuI1P@9gvbD$#LSysqMs)CEIGXCSX7+7AtZkZAI=9
zvrAiIVL(O$#D^SW1VN1Uq8!?|x1^WkSQIGGBPq(2x@q77&BZqb%Av@qZ+3T9q@uu5
z(O!x!mNW0YdB1t@&1bnCiL@ek5<R;5`yfL9pa^^H5kR(QIfOn$A`-a?L^!+mjr$Fs
zfW|Qi2+l~51YyKC5gHGZ@OTSp5zq-b;-6?8=Ls*MnQ$)>1H+(;K4S1F8g@WL4$X5X
z(M($i$x8^i`XVG^TZ)qCOl0bW%i7RQooql{a3;DZ=c#>jp58a-kM`i~^k#>Lea<+e
zu-=}X7n3Bq_1+vB@h8z7mkK?nBDYdLD^QZn+=A6|Q=V6IH}%|NinCgba<M2AwW3sf
znM~ysu^{IbB_l`Vl0u|e-OK>2mP{k#F_KJCUQ{Hxq)IutP{_HVw;c;X>xbX=l@^-Z
zX>W`rMdL&+%T2k{uw~q);L-Mw@@2U`F6%2$-S%@wC}0MQKFvSPGc4<8LD8_t>9@0i
z*T)dj=gzte`QIQk-Nv}5q72&Up`iTP;1DO`J8uv9hFv>iU^>QlrV<R=>3hAxy9mVm
zu_h~>JA4f4MOn-|WxmN>O;UjEej24FIq+#`CVO)?ERBpW4U16=i6JqZ4fS(27M?!B
zY&7UP%4j=1SPnCPS+8(n%LrFevS_Mjhm%1p=K_N9J(gM-GG6*swnc0WfQZIVdrL3N
zGYeWk<n=#g+w2^E#o{!|<s(gz`k^dFAd78xW*V{>IZzgpO;+~I;<Vt+*R6Kur3_JQ
zi0PjB`Mxw{H6lh2<mG;9&5Nk#-F|A#lLD`zFPcl%tF;$$wz2$*?HO#>VN{HX@odzs
z%Ju_PWjoWwdZ#M2095ARvb>m})g^Y=H5L;)wRkp`jobB<WwFSYnlkl6)f9kgIz**+
z>gk0ujWMrY$QfsxVwby86Job`IGb=|5<NgnqD&X--I&BiI4z*X#UonGi_B3wGImtx
z&ZQqLD#x-kD#!m9q5=`IcOtJ=dj4N45CIkyr%qy!Y5%U(^V@x|o)c91-&s9k@;|;K
zdiMmj3+(Ik^`u}&Op3yP>rB;RT425<b+WS1dRs9}!Ca7OqX^zLOqeTcIaAd&f!@Ll
zd+_p4t_$~6bHPS(Iw4BV6iP%dmdsXJ%L_y?%S3Z{i*Nx{@~*z+Olzh4_JV2%@X7)m
z^F}HuHelP=%Os}=IX$lkrY_7jc$CkixbJ);BPp(uIDNLX+@CUpkr9D{gDJxb62&MN
zOt^^pVT?9|m8fhO3NdY-Vc-Gc@U7?c9DPo&gP^J36>t583kZ%zP=1zD22w_<^**z6
zp6VzlniVk=&6J9YVaW4}k-`M-qll^>AoK%-Lg$;TUvR8nAk?mfiC$2wps{S2N|DV6
zOffq{VAV(HeUNGzYSIKgkT{G~j*IMWEnJ0grHN9IO$hllwV)VQD5q;CI0=_<pQ<(5
zP&GRqV8g;?2v6f!Lp)nmtyDH8Q(1zT+P>IROT`Jjv05Q_@`T<yz}kYY=D=*5Qv=dn
zxlmRJ-TJN8AD5O*C^AVVR@}bROGGJ=9F&br6srw}rP;DtFjWn*SkR%~4C}CDEa>Gz
z-e#5N3;L{FkTkidSS^wv&nZ-c6}@by7mD<4LUdwvNOL+V%BG|&l?t*Z)AF?vP7T<G
zmAs^DInY6C8vL0z2tABb9ae(Yq}24~VevN2nVHq@AmDUCp?V3u*OD-uAWvuDSb3!p
z8E_ECr=dpVyoIT8E4X;icA|Zkn&Cz@O_HxRs(G!Et-lc&Y-AfYIzYeh{l^--`ufbM
zIC*vEraGq^Gmw&ESyRpBw5-n1lo@s_d7A>sl$Na%b}~JhL<0kXWgl$h0vLnqGcx`P
zwZ4MBjiHX?AH2LWvDtfZWnu$&*KqebPJZ2${9tiqax;1EadBmG9UuGqnc;POYAc8m
zBP-+IhEcTp{YpL3yK-$SjJo=&I8!~8sqvW&?7nL_^YFZfIl$8<T5Sh|0TAEC4JfdH
z#X$E4PStQ~9ls1%=b4R;zFJ4$gBvSvZFU}h9Dg*ra`S6G`tW|8@2TS6)wtc%_}&fd
zzIEJN<$FBT0iNRC_Xa&$tqF6;f5E*E?>BNV3`9MBpnEm$F?j%xH+gWb#vglpt;V0K
z;=a`-XsZ0F)ukHWw}IVv&80bnbsKZwIu-HwJOEfW`BW8;J^9%e1GV(X7iuj%251$C
z>9HC=wt?MujS(Hnx{W$;9pLm1rzZkDyWCE%-mT&^b^C6OPj6uNU2|y;Vco_YxQ;=@
z<MRMu@ibqr@n@=dsLG#ta<0Y?ZD99Zb7>A?-Nw8@kND)AN2}qX2FxQr#Y5Xr;V9K*
zh1u3c;A0M1M<i#n%Q*W1Y!n%y+#{+9n~q1aLN1Na&sr<!h*%N2_UPiu&?QCapApVp
z`_g{?HgPsv{(7;b6Vurb{cyloJ{|UX_-kgt3d*IDqUEiSJZsnl{BvE^tWaJh_RboX
zq&YY{B*|XFzeD6T>cOkj#qb+NJzp*;m&gR5^Z+&9fo99kaojV6-a)^NJVWQUf<f-h
zukfXBqR1DjhA!5*H@@+m=7zWZ$Twm`|J-Uv;f`&Dxi`PW(Jygi6Nla%docFy<b%og
zuY5H6X!N7WN0X~pJ{kRZ^phJO-}p4~dG}}CpC>;{{^4+aVEoT-)nEE)y>n_Ei_h?-
btrk%8ok5SuUkCfqr<X5Y$@u@6=Aiu-@7(de


From 9afe571234f1c6ce90fde9a7b01f1a6f8a8363f8 Mon Sep 17 00:00:00 2001
From: Your Name <you@example.com>
Date: Tue, 20 Jan 2026 20:18:24 +0530
Subject: [PATCH 3/5] chore: remove .env from tracking for security

---
 .env | 4 ----
 1 file changed, 4 deletions(-)
 delete mode 100644 .env

diff --git a/.env b/.env
deleted file mode 100644
index 17027388..00000000
--- a/.env
+++ /dev/null
@@ -1,4 +0,0 @@
-JIRA_INSTANCE_URL=https://mifosforge.jira.com
-JIRA_USERNAME=your_email
-JIRA_API_TOKEN=your_token
-GITHUB_TOKEN=your_github_pat
\ No newline at end of file

From 40a8ea3363c8fbd70df428f14a091fa503623304 Mon Sep 17 00:00:00 2001
From: Your Name <you@example.com>
Date: Wed, 21 Jan 2026 20:53:38 +0530
Subject: [PATCH 4/5] refactor: address maintainer feedback by removing
 tests/ci and pycache

---
 .../workflows/community-chatbot-backend.yml   |  36 -------------
 .../workflows/community-chatbot-frontend.yml  |  46 ----------------
 .github/workflows/run-tests.yml               |  30 -----------
 .gitignore                                    | Bin 64 -> 78 bytes
 tests/__init__.py                             |   0
 tests/requirements.txt                        |   8 ---
 tests/test_pii_removal.py                     |  36 -------------
 tests/test_repo_cloner.py                     |  38 -------------
 tests/test_summarizer.py                      |  51 ------------------
 9 files changed, 245 deletions(-)
 delete mode 100644 .github/workflows/community-chatbot-backend.yml
 delete mode 100644 .github/workflows/community-chatbot-frontend.yml
 delete mode 100644 .github/workflows/run-tests.yml
 delete mode 100644 tests/__init__.py
 delete mode 100644 tests/requirements.txt
 delete mode 100644 tests/test_pii_removal.py
 delete mode 100644 tests/test_repo_cloner.py
 delete mode 100644 tests/test_summarizer.py

diff --git a/.github/workflows/community-chatbot-backend.yml b/.github/workflows/community-chatbot-backend.yml
deleted file mode 100644
index 281709b4..00000000
--- a/.github/workflows/community-chatbot-backend.yml
+++ /dev/null
@@ -1,36 +0,0 @@
-# .github/workflows/backend.yml
-name: Backend CI
-
-on:
-  push:
-    paths:
-      - 'community-chatbot/scripts/**'
-      - 'community-chatbot/requirements.txt'
-  pull_request:
-    paths:
-      - 'community-chatbot/scripts/**'
-      - 'community-chatbot/requirements.txt'
-
-jobs:
-  build:
-    runs-on: ubuntu-latest
-
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v3
-
-      - name: Set up Python
-        uses: actions/setup-python@v4
-        with:
-          python-version: '3.10'
-
-      - name: Install dependencies
-        run: |
-          cd community-chatbot
-          python -m pip install --upgrade pip
-          pip install -r requirements.txt
-
-      - name: Run backend script
-        run: |
-          cd community-chatbot/scripts
-          bash run_backend.sh || echo "No backend service started"
diff --git a/.github/workflows/community-chatbot-frontend.yml b/.github/workflows/community-chatbot-frontend.yml
deleted file mode 100644
index dc4c0c47..00000000
--- a/.github/workflows/community-chatbot-frontend.yml
+++ /dev/null
@@ -1,46 +0,0 @@
-name: Community Chatbot Frontend CI
-
-on:
-  push:
-    paths:
-      - 'community-chatbot/**'
-  pull_request:
-    paths:
-      - 'community-chatbot/**'
-
-jobs:
-  frontend-build-and-test:
-    runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: community-chatbot
-
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v3
-
-      - name: Set up Node.js
-        uses: actions/setup-node@v3
-        with:
-          node-version: 18
-
-      - name: Install pnpm
-        run: npm install -g pnpm
-
-      - name: Install dependencies
-        run: pnpm install --frozen-lockfile
-
-      - name: Create .env.local from secrets
-        run: |
-          echo "NEXT_PUBLIC_FIREBASE_API_KEY=${{ secrets.NEXT_PUBLIC_FIREBASE_API_KEY }}" >> .env.local
-          echo "NEXT_PUBLIC_FIREBASE_AUTH_DOMAIN=${{ secrets.NEXT_PUBLIC_FIREBASE_AUTH_DOMAIN }}" >> .env.local
-          echo "NEXT_PUBLIC_FIREBASE_PROJECT_ID=${{ secrets.NEXT_PUBLIC_FIREBASE_PROJECT_ID }}" >> .env.local
-          echo "NEXT_PUBLIC_FIREBASE_STORAGE_BUCKET=${{ secrets.NEXT_PUBLIC_FIREBASE_STORAGE_BUCKET }}" >> .env.local
-          echo "NEXT_PUBLIC_FIREBASE_MESSAGING_SENDER_ID=${{ secrets.NEXT_PUBLIC_FIREBASE_MESSAGING_SENDER_ID }}" >> .env.local
-          echo "NEXT_PUBLIC_FIREBASE_APP_ID=${{ secrets.NEXT_PUBLIC_FIREBASE_APP_ID }}" >> .env.local
-
-      - name: Run tests
-        run: pnpm test
-
-      - name: Build frontend
-        run: pnpm run build
\ No newline at end of file
diff --git a/.github/workflows/run-tests.yml b/.github/workflows/run-tests.yml
deleted file mode 100644
index be22b9da..00000000
--- a/.github/workflows/run-tests.yml
+++ /dev/null
@@ -1,30 +0,0 @@
-name: Run Python Tests
-
-on: [push, pull_request]
-
-jobs:
-  test:
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        python-version: ["3.9"]
-
-    steps:
-    - uses: actions/checkout@v3
-    - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v3
-      with:
-        python-version: ${{ matrix.python-version }}
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install -r tests/requirements.txt
-        # Install other requirements files if they exist
-        if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
-        if [ -f community-chatbot/requirements.txt ]; then pip install -r community-chatbot/requirements.txt; fi
-        if [ -f slack_pipeline/requirements.txt ]; then pip install -r slack_pipeline/requirements.txt; fi
-        if [ -f Voice-Driven_banking-Lam/Backend/requirements.txt ]; then pip install -r Voice-Driven_banking-Lam/Backend/requirements.txt; fi
-        python -m spacy download en_core_web_lg
-    - name: Run tests
-      run: |
-        pytest tests/
diff --git a/.gitignore b/.gitignore
index 7b12f1a7f27fee92d30ddc0714e929f2a8a1c51f..ec86ba77be619c873f44c0a360f258e682de82c3 100644
GIT binary patch
delta 19
acmZ?po8Z95#h}NK%8<uU#=y(K#Q*>$(*p$n

delta 4
LcmeZsnBV{a16%=L

diff --git a/tests/__init__.py b/tests/__init__.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/tests/requirements.txt b/tests/requirements.txt
deleted file mode 100644
index b88a790c..00000000
--- a/tests/requirements.txt
+++ /dev/null
@@ -1,8 +0,0 @@
-pytest
-pytest-mock
-openai
-tenacity
-selenium
-scrubadub
-scrubadub_spacy
-spacy
diff --git a/tests/test_pii_removal.py b/tests/test_pii_removal.py
deleted file mode 100644
index 4d60e9c6..00000000
--- a/tests/test_pii_removal.py
+++ /dev/null
@@ -1,36 +0,0 @@
-import pytest
-import re
-from unittest.mock import MagicMock, patch
-# We need to handle the import carefully in case dependencies aren't installed
-try:
-    from Slack_scraper_bot.scripts.pii_remocval import remove_user_tags, remove_name_lines, clean_text
-except ImportError:
-    import sys
-    import os
-    sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))
-    from Slack_scraper_bot.scripts.pii_remocval import remove_user_tags, remove_name_lines, clean_text
-def test_remove_user_tags(): 
-    """Test that Slack user IDs are stripped from timestamps."""
-    input_text = "[2024-01-20 12:34:56] User: U123ABCDE Hello world"
-    expected = "[2024-01-20 12:34:56] Hello world"
-    assert remove_user_tags(input_text).strip() == expected.strip()
-
-def test_remove_name_lines(): 
-    """Test that lines identifying names are removed."""
-    input_text = "Hello\nmy name is John Doe\nHow are you?"
-    # Assuming the script removes the whole line
-    result = remove_name_lines(input_text)
-    assert "John Doe" not in result
-    assert "How are you?" in result
-
-@patch('Slack_scraper_bot.scripts.pii_remocval.create_scrubber')
-def test_clean_text_mocked(mock_create_scrubber):
-    """Test clean_text by mocking the heavy scrubadub engine."""
-    # Setup the mock scrubber
-    mock_scrubber = MagicMock()
-    mock_scrubber.clean.return_value = "I live in {{LOCATION}}"
-    mock_create_scrubber.return_value = mock_scrubber
-
-    result = clean_text("I live in New York")
-    assert result == "I live in {{LOCATION}}"
-    mock_scrubber.clean.assert_called_once()
diff --git a/tests/test_repo_cloner.py b/tests/test_repo_cloner.py
deleted file mode 100644
index 74ec9cad..00000000
--- a/tests/test_repo_cloner.py
+++ /dev/null
@@ -1,38 +0,0 @@
-import pytest
-from unittest.mock import patch, MagicMock
-import os
-import sys
-
-# Ensure the project root is in path
-sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))
-
-import importlib
-
-@patch('selenium.webdriver.Chrome')
-def test_clone_repository_mocked(mock_chrome):
-    """Verify the browser is initialized without actually opening Chrome."""
-    mock_driver = MagicMock()
-    mock_chrome.return_value = mock_driver
-
-    # Use a dummy path and URL
-    # We need to mock the rest of the selenium and os calls to avoid errors
-    with (patch('selenium.webdriver.support.ui.WebDriverWait') as mock_wait,
-          patch('os.listdir', return_value=['dummy.zip']),
-          patch('os.path.exists', return_value=True),
-          patch('zipfile.ZipFile')):
-        
-        # Configure the mock for WebDriverWait's .until() method
-        mock_wait_instance = mock_wait.return_value
-        mock_clickable_element = MagicMock()
-        mock_wait_instance.until.return_value = mock_clickable_element
-        
-        # Import the module here, after patches are active
-        repo_cloner_path = "Repo Clone Automation.repo_cloner"
-        repo_cloner = importlib.import_module(repo_cloner_path)
-        
-        repo_cloner.clone_repository("https://github.com/test/repo", "./test_downloads")
-    
-    # Verify interaction
-    mock_driver.get.assert_called_with("https://github.com/test/repo")
-    assert mock_clickable_element.click.call_count == 2
-    mock_driver.quit.assert_called()
diff --git a/tests/test_summarizer.py b/tests/test_summarizer.py
deleted file mode 100644
index 83212219..00000000
--- a/tests/test_summarizer.py
+++ /dev/null
@@ -1,51 +0,0 @@
-import pytest
-from unittest.mock import patch, MagicMock
-
-# It's important to get the path right for the import
-try:
-    from Slack_scraper_bot.scripts.summarizer import summarize
-except ImportError:
-    import sys
-    import os
-    sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))
-    from Slack_scraper_bot.scripts.summarizer import summarize
-
-@patch('Slack_scraper_bot.scripts.summarizer.make_api_call')
-def test_summarize_mocked_api_call(mock_make_api_call):
-    """
-    Test that the summarize function calls the API with the correct prompt
-    and returns the mocked summary.
-    """
-    # Arrange:
-    # 1. Configure the mock to return a fake summary
-    mock_choice = MagicMock()
-    mock_choice.message.content = "This is a mock summary."
-    
-    mock_completion = MagicMock()
-    mock_completion.choices = [mock_choice]
-    
-    mock_make_api_call.return_value = mock_completion
-    
-    # 2. Define the input text
-    input_text = "This is the source code to be summarized."
-
-    # Act:
-    # Call the function under test
-    result = summarize(input_text)
-
-    # Assert:
-    # 1. Check that the function returned the mocked summary
-    assert result == "This is a mock summary."
-
-    # 2. Verify that the API call was made once
-    mock_make_api_call.assert_called_once()
-    
-    # 3. Check the content of the prompt sent to the API
-    args, kwargs = mock_make_api_call.call_args
-    sent_messages = args[1]
-    
-    assert len(sent_messages) == 2
-    assert sent_messages[0]['role'] == 'system'
-    assert "Summarize Code-related Files" in sent_messages[0]['content']
-    assert sent_messages[1]['role'] == 'user'
-    assert sent_messages[1]['content'] == input_text

From dafc55e3270b95f848eb325bd7d12936662421ce Mon Sep 17 00:00:00 2001
From: Your Name <you@example.com>
Date: Wed, 21 Jan 2026 21:52:37 +0530
Subject: [PATCH 5/5] refactor: move imports to top-level and revert legacy
 cloner changes

---
 Slack_scraper_bot/scripts/pii_remocval.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/Slack_scraper_bot/scripts/pii_remocval.py b/Slack_scraper_bot/scripts/pii_remocval.py
index 3b114251..e509813e 100644
--- a/Slack_scraper_bot/scripts/pii_remocval.py
+++ b/Slack_scraper_bot/scripts/pii_remocval.py
@@ -1,9 +1,9 @@
 import re
 import sys
+import scrubadub
+import scrubadub_spacy
 
 def create_scrubber():
-    import scrubadub
-    import scrubadub_spacy
     scrubber = scrubadub.Scrubber()
     spacy_detector = scrubadub_spacy.detectors.SpacyEntityDetector(model='en_core_web_lg')
     scrubber.add_detector(spacy_detector)