diff --git a/blt/.env.example b/blt/.env.example
index 0b139a290..66f481813 100644
--- a/blt/.env.example
+++ b/blt/.env.example
@@ -9,3 +9,10 @@ CALLBACK_URL_FOR_GITHUB=http://127.0.0.1:8000/
 CALLBACK_URL_FOR_GOOGLE=http://127.0.0.1:8000/
 CALLBACK_URL_FOR_FACEBOOK=http://127.0.0.1:8000/
 
+OPENAI_API_KEY=openai_api_key
+
+#Langchain details are only needed to get the chatbot details in Langsmith. This is not necessary for the project.
+LANGCHAIN_API_KEY=langchain_api_key
+LANGCHAIN_TRACING_V2=true
+LANGCHAIN_PROJECT=default
+LANGCHAIN_ENDPOINT="https://api.smith.langchain.com"
diff --git a/blt/urls.py b/blt/urls.py
index 2f220cdb8..a55268d2c 100644
--- a/blt/urls.py
+++ b/blt/urls.py
@@ -34,6 +34,7 @@
 )
 from website.views import (  # TODO(b) IssueView,; TODO(b): REMOVE like_issue2 etc
     AllIssuesView,
+    AutoLabel,
     CompanySettings,
     ContributorStatsView,
     CreateHunt,
@@ -72,6 +73,7 @@
     UserProfileDetailsView,
     UserProfileDetailView,
     change_bid_status,
+    chatbot_conversation,
     contributors_view,
     deletions,
     dislike_issue2,
@@ -506,6 +508,7 @@
     path("change_bid_status/", change_bid_status, name="change_bid_status"),
     path("fetch-current-bid/", fetch_current_bid, name="fetch_current_bid"),
     path("Submitpr/", submit_pr, name="submit_pr"),
+    path("issue-auto-label/", AutoLabel, name="AutoLabel"),
     re_path(
         r"^trademarks/query=(?P<slug>[\w\s]+)",
         website.views.trademark_detailview,
@@ -526,6 +529,7 @@
         ContributorStatsView.as_view(today=True),
         name="today-contributor-stats",
     ),
+    path("api/chatbot/conversation/", chatbot_conversation, name="chatbot_conversation"),
 ]
 
 if settings.DEBUG:
diff --git a/company/templates/company/company_analytics.html b/company/templates/company/company_analytics.html
index 85aba6797..07078b337 100644
--- a/company/templates/company/company_analytics.html
+++ b/company/templates/company/company_analytics.html
@@ -65,9 +65,9 @@
             </div>
         </div>
         <div class="flex flex-col lg:flex-row gap-y-5 mt-4">
-            <div class="flex flex-col px-8  gap-5 ">
+            <div class="flex flex-col ps-8 gap-5 ">
                 <div class="flex flex-col lg:flex-row gap-5 bg-[#F3F5F7]">
-                    <div class="bg-white p-5 rounded-xl lg:w-[60vh]">
+                    <div class="bg-white p-5 rounded-xl lg:w-[56vh]">
                         <div class="header-container">
                             <h3 class="section-header">Bug Reported Type</h3>
                         </div>
@@ -75,7 +75,7 @@ <h3 class="section-header">Bug Reported Type</h3>
                             <canvas id="bugTypePie" height="220px" width="660px"></canvas>
                         </div>
                     </div>
-                    <div class="bg-white p-5 rounded-xl lg:w-[60vh]">
+                    <div class="bg-white p-5 rounded-xl lg:w-[56vh]">
                         <div class="header-container">
                             <h3 class="section-header">Reported on Domains</h3>
                         </div>
@@ -84,7 +84,7 @@ <h3 class="section-header">Reported on Domains</h3>
                         </div>
                     </div>
                 </div>
-                <div class="bg-white p-5 rounded-xl w-full lg:w-[123vh]">
+                <div class="bg-white p-5 rounded-xl w-full lg:w-[115vh]">
                     <h3 class="section-header">Monthly Reports</h3>
                     <div class="year-selector">
                         <svg width="24"
@@ -109,7 +109,7 @@ <h3 class="section-header">Monthly Reports</h3>
                         <canvas id="myChart" height="220px" width="660px"></canvas>
                     </div>
                 </div>
-                <div class="p-5 bg-white rounded-xl flex lg:flex-row lg:w-[123vh]">
+                <div class="p-5 bg-white rounded-xl flex lg:flex-row lg:w-[115vh]">
                     <div class="w-full">
                         <div class="header-container">
                             <h3 class="section-header">Total Reported</h3>
diff --git a/poetry.lock b/poetry.lock
index 75a369f8b..32cc849fe 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,25 +1,154 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+
+[[package]]
+name = "aiohttp"
+version = "3.9.5"
+description = "Async http client/server framework (asyncio)"
+optional = false
+python-versions = ">=3.8"
+files = [
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+attrs = ">=17.3.0"
+frozenlist = ">=1.1.1"
+multidict = ">=4.5,<7.0"
+yarl = ">=1.0,<2.0"
+
+[package.extras]
+speedups = ["Brotli", "aiodns", "brotlicffi"]
+
+[[package]]
+name = "aiosignal"
+version = "1.3.1"
+description = "aiosignal: a list of registered asynchronous callbacks"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "aiosignal-1.3.1-py3-none-any.whl", hash = "sha256:f8376fb07dd1e86a584e4fcdec80b36b7f81aac666ebc724e2c090300dd83b17"},
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+]
+
+[package.dependencies]
+frozenlist = ">=1.1.0"
 
 [[package]]
 name = "annotated-types"
-version = "0.5.0"
+version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
+[[package]]
+name = "anyio"
+version = "4.4.0"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+idna = ">=2.8"
+sniffio = ">=1.1"
+
+[package.extras]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (>=0.23)"]
+
 [[package]]
 name = "asgiref"
-version = "3.7.2"
+version = "3.8.1"
 description = "ASGI specs, helper code, and adapters"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "asgiref-3.8.1-py3-none-any.whl", hash = "sha256:3e1e3ecc849832fe52ccf2cb6686b7a55f82bb1d6aee72a58826471390335e47"},
+    {file = "asgiref-3.8.1.tar.gz", hash = "sha256:c343bd80a0bec947a9860adb4c432ffa7db769836c64238fc34bdc3fec84d590"},
 ]
 
 [package.extras]
@@ -38,21 +167,33 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "23.1.0"
+version = "23.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
 ]
 
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]", "pre-commit"]
+dev = ["attrs[tests]", "pre-commit"]
 docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
 tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+
+[[package]]
+name = "backoff"
+version = "2.2.1"
+description = "Function decoration for backoff and retry"
+optional = false
+python-versions = ">=3.7,<4.0"
+files = [
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+    {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
+]
 
 [[package]]
 name = "beautifulsoup4"
@@ -95,33 +236,33 @@ cli = ["appdirs", "click", "privy", "tinydb"]
 
 [[package]]
 name = "black"
-version = "24.2.0"
+version = "24.4.2"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -150,24 +291,24 @@ files = [
 
 [[package]]
 name = "cachetools"
-version = "5.3.1"
+version = "5.3.3"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "cachetools-5.3.3.tar.gz", hash = "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"},
 ]
 
 [[package]]
 name = "certifi"
-version = "2023.7.22"
+version = "2024.6.2"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
@@ -234,88 +375,114 @@ files = [
 [package.dependencies]
 pycparser = "*"
 
+[[package]]
+name = "chardet"
+version = "5.2.0"
+description = "Universal encoding detector for Python 3"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
 [[package]]
 name = "charset-normalizer"
-version = "3.2.0"
+version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 [[package]]
@@ -334,13 +501,13 @@ packaging = ">=23.1"
 
 [[package]]
 name = "click"
-version = "8.1.6"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -348,60 +515,70 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "coincurve"
-version = "19.0.1"
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 description = "Cross-platform Python CFFI bindings for libsecp256k1"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 asn1crypto = "*"
 cffi = ">=1.3.0"
 
+[package.extras]
+dev = ["coverage", "pytest", "pytest-benchmark"]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -429,43 +606,43 @@ Pillow = "*"
 
 [[package]]
 name = "cryptography"
-version = "42.0.4"
+version = "42.0.8"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -481,6 +658,39 @@ ssh = ["bcrypt (>=3.1.5)"]
 test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
+[[package]]
+name = "dataclasses-json"
+version = "0.6.7"
+description = "Easily serialize dataclasses to and from JSON."
+optional = false
+python-versions = "<4.0,>=3.7"
+files = [
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+]
+
+[package.dependencies]
+marshmallow = ">=3.18.0,<4.0.0"
+typing-inspect = ">=0.4.0,<1"
+
+[[package]]
+name = "deepdiff"
+version = "7.0.1"
+description = "Deep Difference and Search of any Python object/data. Recreate objects by adding adding deltas to each other."
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+ordered-set = ">=4.1.0,<4.2.0"
+
+[package.extras]
+cli = ["click (==8.1.7)", "pyyaml (==6.0.1)"]
+optimize = ["orjson"]
+
 [[package]]
 name = "defusedxml"
 version = "0.7.1"
@@ -506,6 +716,17 @@ files = [
 [package.extras]
 dev = ["attribution (==1.6.2)", "black (==23.3.0)", "flit (==3.8.0)", "mypy (==1.2.0)", "ufmt (==2.1.0)", "usort (==1.0.6)"]
 
+[[package]]
+name = "distro"
+version = "1.9.0"
+description = "Distro - an OS platform information API"
+optional = false
+python-versions = ">=3.6"
+files = [
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+]
+
 [[package]]
 name = "dj-database-url"
 version = "2.2.0"
@@ -721,13 +942,13 @@ humanize = ">=0.5.1"
 
 [[package]]
 name = "django-import-export"
-version = "4.0.9"
+version = "4.1.0"
 description = "Django application and library for importing and exporting data with included admin integration."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -756,13 +977,13 @@ files = [
 
 [[package]]
 name = "django-model-utils"
-version = "4.3.1"
+version = "4.5.1"
 description = "Django model mixins and utilities"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -929,18 +1150,157 @@ files = [
 ]
 
 [[package]]
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-version = "1.1.2"
-description = "Backport of PEP 654 (exception groups)"
+name = "emoji"
+version = "2.12.1"
+description = "Emoji for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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+[package.dependencies]
+typing-extensions = ">=4.7.0"
+
 [package.extras]
-test = ["pytest (>=6)"]
+dev = ["coverage", "pytest (>=7.4.4)"]
+
+[[package]]
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+version = "1.8.0.post1"
+description = "A library for efficient similarity search and clustering of dense vectors."
+optional = false
+python-versions = ">=3.8"
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+]
 
 [[package]]
 name = "giturlparse-py"
@@ -954,19 +1314,20 @@ files = [
 
 [[package]]
 name = "google-api-core"
-version = "2.11.1"
+version = "2.19.1"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "google-api-core-2.19.1.tar.gz", hash = "sha256:f4695f1e3650b316a795108a76a1c416e6afb036199d1c1f1f110916df479ffd"},
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 google-auth = ">=2.14.1,<3.0.dev0"
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-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
+proto-plus = ">=1.22.3,<2.0.0dev"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
 requests = ">=2.18.0,<3.0.0.dev0"
 
 [package.extras]
@@ -976,37 +1337,36 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.17.3"
+version = "2.30.0"
 description = "Google Authentication Library"
 optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
+python-versions = ">=3.7"
 files = [
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 pyasn1-modules = ">=0.2.1"
-rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
-six = ">=1.9.0"
+rsa = ">=3.1.4,<5"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "requests (>=2.20.0,<3.0.0dev)"]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
 enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
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 reauth = ["pyu2f (>=0.1.5)"]
-requests = ["requests (>=2.20.0,<3.0.0dev)"]
+requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
 name = "google-cloud-core"
-version = "2.3.3"
+version = "2.4.1"
 description = "Google Cloud API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1014,24 +1374,25 @@ google-api-core = ">=1.31.6,<2.0.dev0 || >2.3.0,<3.0.0dev"
 google-auth = ">=1.25.0,<3.0dev"
 
 [package.extras]
-grpc = ["grpcio (>=1.38.0,<2.0dev)"]
+grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-storage"
-version = "2.10.0"
+version = "2.17.0"
 description = "Google Cloud Storage API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
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-google-auth = ">=1.25.0,<3.0dev"
+google-api-core = ">=2.15.0,<3.0.0dev"
+google-auth = ">=2.26.1,<3.0dev"
 google-cloud-core = ">=2.3.0,<3.0dev"
-google-resumable-media = ">=2.3.2"
+google-crc32c = ">=1.0,<2.0dev"
+google-resumable-media = ">=2.6.0"
 requests = ">=2.18.0,<3.0.0dev"
 
 [package.extras]
@@ -1119,39 +1480,110 @@ testing = ["pytest"]
 
 [[package]]
 name = "google-resumable-media"
-version = "2.5.0"
+version = "2.7.1"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
 optional = false
-python-versions = ">= 3.7"
+python-versions = ">=3.7"
 files = [
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 [package.dependencies]
 google-crc32c = ">=1.0,<2.0dev"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)"]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "google-auth (>=1.22.0,<2.0dev)"]
 requests = ["requests (>=2.18.0,<3.0.0dev)"]
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.60.0"
+version = "1.63.2"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.extras]
 grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
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 python-versions = ">=3.8"
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 [package.extras]
 colors = ["colorama (>=0.4.6)"]
 
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+optional = false
+python-versions = ">=3.6"
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+[package.extras]
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+docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
+full = ["Pillow (>=8.0.0)", "PyCryptodome", "cryptography"]
+image = ["Pillow (>=8.0.0)"]
+
 [[package]]
 name = "pysocks"
 version = "1.7.1"
@@ -1755,20 +2892,59 @@ files = [
 packaging = ">=21.3"
 Pillow = ">=8.0.0"
 
+[[package]]
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 cli = ["click (>=5.0)"]
 
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+
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+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
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 [[package]]
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 version = "2.2.5"
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 version = "2.32.3"
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 [package.extras]
 rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
+[[package]]
+name = "requests-toolbelt"
+version = "1.0.0"
+description = "A utility belt for advanced users of python-requests"
+optional = false
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+[package.dependencies]
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+
 [[package]]
 name = "rsa"
 version = "4.9"
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-version = "0.4.10"
+version = "0.5.0"
 description = "An extremely fast Python linter and code formatter, written in Rust."
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 [[package]]
@@ -1980,13 +3364,13 @@ websocket-client = ">=1.8.0"
 
 [[package]]
 name = "sentry-sdk"
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+version = "2.7.1"
 description = "Python client for Sentry (https://sentry.io)"
 optional = false
 python-versions = ">=3.6"
 files = [
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@@ -2016,7 +3400,7 @@ langchain = ["langchain (>=0.0.210)"]
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 openai = ["openai (>=1.0.0)", "tiktoken (>=0.3.0)"]
 opentelemetry = ["opentelemetry-distro (>=0.35b0)"]
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 pymongo = ["pymongo (>=3.1)"]
 pyspark = ["pyspark (>=2.4.4)"]
@@ -2026,23 +3410,22 @@ sanic = ["sanic (>=0.8)"]
 sqlalchemy = ["sqlalchemy (>=1.2)"]
 starlette = ["starlette (>=0.19.1)"]
 starlite = ["starlite (>=1.48)"]
-tornado = ["tornado (>=5)"]
+tornado = ["tornado (>=6)"]
 
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 [[package]]
 name = "six"
@@ -2057,13 +3440,13 @@ files = [
 
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 [[package]]
@@ -2079,40 +3462,126 @@ files = [
 
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+typing-extensions = ">=4.6.0"
+
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+mssql = ["pyodbc"]
+mssql-pymssql = ["pymssql"]
+mssql-pyodbc = ["pyodbc"]
+mypy = ["mypy (>=0.910)"]
+mysql = ["mysqlclient (>=1.4.0)"]
+mysql-connector = ["mysql-connector-python"]
+oracle = ["cx_oracle (>=8)"]
+oracle-oracledb = ["oracledb (>=1.0.1)"]
+postgresql = ["psycopg2 (>=2.7)"]
+postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
+postgresql-pg8000 = ["pg8000 (>=1.29.1)"]
+postgresql-psycopg = ["psycopg (>=3.0.7)"]
+postgresql-psycopg2binary = ["psycopg2-binary"]
+postgresql-psycopg2cffi = ["psycopg2cffi"]
+postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
+pymysql = ["pymysql"]
+sqlcipher = ["sqlcipher3_binary"]
+
 [[package]]
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+version = "0.5.0"
 description = "A non-validating SQL parser."
 optional = false
-python-versions = ">=3.5"
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 ]
 
 [package.extras]
-dev = ["build", "flake8"]
+dev = ["build", "hatch"]
 doc = ["sphinx"]
-test = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "stripe"
-version = "8.4.0"
+version = "8.11.0"
 description = "Python bindings for the Stripe API"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -2151,6 +3620,87 @@ xls = ["xlrd", "xlwt"]
 xlsx = ["openpyxl (>=2.6.0)"]
 yaml = ["pyyaml"]
 
+[[package]]
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+version = "0.9.0"
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+optional = false
+python-versions = ">=3.7"
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+
+[package.extras]
+widechars = ["wcwidth"]
+
+[[package]]
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+version = "8.4.2"
+description = "Retry code until it succeeds"
+optional = false
+python-versions = ">=3.8"
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+[package.extras]
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+test = ["pytest", "tornado (>=4.5)", "typeguard"]
+
+[[package]]
+name = "tiktoken"
+version = "0.7.0"
+description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
+optional = false
+python-versions = ">=3.8"
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+    {file = "tiktoken-0.7.0.tar.gz", hash = "sha256:1077266e949c24e0291f6c350433c6f0971365ece2b173a23bc3b9f9defef6b6"},
+]
+
+[package.dependencies]
+regex = ">=2022.1.18"
+requests = ">=2.26.0"
+
+[package.extras]
+blobfile = ["blobfile (>=2)"]
+
 [[package]]
 name = "toml"
 version = "0.10.2"
@@ -2162,38 +3712,57 @@ files = [
     {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
 ]
 
+[[package]]
+name = "tqdm"
+version = "4.66.4"
+description = "Fast, Extensible Progress Meter"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
 [[package]]
 name = "trio"
-version = "0.22.2"
+version = "0.25.1"
 description = "A friendly Python library for async concurrency and I/O"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "trio-0.25.1.tar.gz", hash = "sha256:9f5314f014ea3af489e77b001861c535005c3858d38ec46b6b071ebfa339d7fb"},
 ]
 
 [package.dependencies]
-attrs = ">=20.1.0"
+attrs = ">=23.2.0"
 cffi = {version = ">=1.14", markers = "os_name == \"nt\" and implementation_name != \"pypy\""}
 idna = "*"
 outcome = "*"
-sniffio = "*"
+sniffio = ">=1.3.0"
 sortedcontainers = "*"
 
 [[package]]
 name = "trio-websocket"
-version = "0.10.3"
+version = "0.11.1"
 description = "WebSocket library for Trio"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "trio-websocket-0.10.3.tar.gz", hash = "sha256:1a748604ad906a7dcab9a43c6eb5681e37de4793ba0847ef0bc9486933ed027b"},
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 [package.dependencies]
-exceptiongroup = "*"
 trio = ">=0.11"
 wsproto = ">=0.14"
 
@@ -2222,24 +3791,39 @@ test = ["vcrpy (>=1.10.3)"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.9.0"
+version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
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+]
+
+[[package]]
+name = "typing-inspect"
+version = "0.9.0"
+description = "Runtime inspection utilities for typing module."
+optional = false
+python-versions = "*"
+files = [
+    {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"},
+    {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"},
 ]
 
+[package.dependencies]
+mypy-extensions = ">=0.3.0"
+typing-extensions = ">=3.7.4"
+
 [[package]]
 name = "tzdata"
-version = "2023.3"
+version = "2024.1"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
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+    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
 ]
 
 [[package]]
@@ -2264,6 +3848,138 @@ files = [
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 ]
 
+[[package]]
+name = "unstructured"
+version = "0.14.9"
+description = "A library that prepares raw documents for downstream ML tasks."
+optional = false
+python-versions = "<3.13,>=3.9.0"
+files = [
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+]
+
+[package.dependencies]
+backoff = "*"
+beautifulsoup4 = "*"
+chardet = "*"
+dataclasses-json = "*"
+emoji = "*"
+filetype = "*"
+langdetect = "*"
+lxml = "*"
+nltk = "*"
+numpy = "<2"
+python-iso639 = "*"
+python-magic = "*"
+rapidfuzz = "*"
+requests = "*"
+tabulate = "*"
+tqdm = "*"
+typing-extensions = "*"
+unstructured-client = "*"
+wrapt = "*"
+
+[package.extras]
+airtable = ["pyairtable"]
+all-docs = ["effdet", "google-cloud-vision", "markdown", "networkx", "onnx", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pikepdf", "pillow-heif", "pypandoc", "pypdf", "pytesseract", "python-docx (>=1.1.2)", "python-oxmsg", "python-pptx (<=0.6.23)", "unstructured-inference (==0.7.36)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+astra = ["astrapy"]
+azure = ["adlfs", "fsspec"]
+azure-cognitive-search = ["azure-search-documents"]
+bedrock = ["boto3", "langchain-community"]
+biomed = ["bs4"]
+box = ["boxfs", "fsspec"]
+chroma = ["chromadb", "importlib-metadata (>=7.1.0)", "typer (<=0.9.0)"]
+clarifai = ["clarifai"]
+confluence = ["atlassian-python-api"]
+csv = ["pandas"]
+databricks-volumes = ["databricks-sdk"]
+delta-table = ["deltalake", "fsspec"]
+discord = ["discord-py"]
+doc = ["python-docx (>=1.1.2)"]
+docx = ["python-docx (>=1.1.2)"]
+dropbox = ["dropboxdrivefs", "fsspec"]
+elasticsearch = ["elasticsearch[async]"]
+embed-huggingface = ["huggingface", "langchain-community", "sentence-transformers"]
+embed-octoai = ["openai", "tiktoken"]
+embed-vertexai = ["langchain", "langchain-community", "langchain-google-vertexai"]
+embed-voyageai = ["langchain", "langchain-voyageai"]
+epub = ["pypandoc"]
+gcs = ["bs4", "fsspec", "gcsfs"]
+github = ["pygithub (>1.58.0)"]
+gitlab = ["python-gitlab"]
+google-drive = ["google-api-python-client"]
+hubspot = ["hubspot-api-client", "urllib3"]
+huggingface = ["langdetect", "sacremoses", "sentencepiece", "torch", "transformers"]
+image = ["effdet", "google-cloud-vision", "onnx", "pdf2image", "pdfminer.six", "pikepdf", "pillow-heif", "pypdf", "pytesseract", "unstructured-inference (==0.7.36)", "unstructured.pytesseract (>=0.3.12)"]
+jira = ["atlassian-python-api"]
+kafka = ["confluent-kafka"]
+local-inference = ["effdet", "google-cloud-vision", "markdown", "networkx", "onnx", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pikepdf", "pillow-heif", "pypandoc", "pypdf", "pytesseract", "python-docx (>=1.1.2)", "python-oxmsg", "python-pptx (<=0.6.23)", "unstructured-inference (==0.7.36)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+md = ["markdown"]
+mongodb = ["pymongo"]
+msg = ["python-oxmsg"]
+notion = ["htmlBuilder", "notion-client"]
+odt = ["pypandoc", "python-docx (>=1.1.2)"]
+onedrive = ["Office365-REST-Python-Client", "bs4", "msal"]
+openai = ["langchain-community", "openai", "tiktoken"]
+opensearch = ["opensearch-py"]
+org = ["pypandoc"]
+outlook = ["Office365-REST-Python-Client", "msal"]
+paddleocr = ["unstructured.paddleocr (==2.6.1.3)"]
+pdf = ["effdet", "google-cloud-vision", "onnx", "pdf2image", "pdfminer.six", "pikepdf", "pillow-heif", "pypdf", "pytesseract", "unstructured-inference (==0.7.36)", "unstructured.pytesseract (>=0.3.12)"]
+pinecone = ["pinecone-client (>=3.7.1)"]
+postgres = ["psycopg2-binary"]
+ppt = ["python-pptx (<=0.6.23)"]
+pptx = ["python-pptx (<=0.6.23)"]
+qdrant = ["qdrant-client"]
+reddit = ["praw"]
+rst = ["pypandoc"]
+rtf = ["pypandoc"]
+s3 = ["fsspec", "s3fs"]
+salesforce = ["simple-salesforce"]
+sftp = ["fsspec", "paramiko"]
+sharepoint = ["Office365-REST-Python-Client", "msal"]
+slack = ["slack-sdk"]
+tsv = ["pandas"]
+weaviate = ["weaviate-client"]
+wikipedia = ["wikipedia"]
+xlsx = ["networkx", "openpyxl", "pandas", "xlrd"]
+
+[[package]]
+name = "unstructured-client"
+version = "0.23.8"
+description = "Python Client SDK for Unstructured API"
+optional = false
+python-versions = ">=3.8"
+files = [
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+
+[package.dependencies]
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+dataclasses-json = ">=0.6.4"
+deepdiff = ">=6.0"
+httpx = ">=0.27.0"
+idna = ">=3.4"
+jsonpath-python = ">=1.0.6"
+marshmallow = ">=3.19.0"
+mypy-extensions = ">=1.0.0"
+nest-asyncio = ">=1.6.0"
+packaging = ">=23.1"
+pypdf = ">=4.0"
+python-dateutil = ">=2.8.2"
+requests = ">=2.31.0"
+requests-toolbelt = ">=1.0.0"
+six = ">=1.16.0"
+typing-extensions = ">=4.7.1"
+typing-inspect = ">=0.9.0"
+urllib3 = ">=1.26.18"
+
+[package.extras]
+dev = ["pylint (==3.1.0)"]
+
 [[package]]
 name = "uritemplate"
 version = "4.1.1"
@@ -2355,6 +4071,85 @@ files = [
 [package.extras]
 brotli = ["brotli"]
 
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+optional = false
+python-versions = ">=3.6"
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+    {file = "yarl-1.9.4-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:5a2e2433eb9344a163aced6a5f6c9222c0786e5a9e9cac2c89f0b28433f56e23"},
+    {file = "yarl-1.9.4-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:6ad6d10ed9b67a382b45f29ea028f92d25bc0bc1daf6c5b801b90b5aa70fb9ec"},
+    {file = "yarl-1.9.4-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:6fe79f998a4052d79e1c30eeb7d6c1c1056ad33300f682465e1b4e9b5a188b78"},
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+    {file = "yarl-1.9.4-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:8619d6915b3b0b34420cf9b2bb6d81ef59d984cb0fde7544e9ece32b4b3043c3"},
+    {file = "yarl-1.9.4-cp38-cp38-win32.whl", hash = "sha256:686a0c2f85f83463272ddffd4deb5e591c98aac1897d65e92319f729c320eece"},
+    {file = "yarl-1.9.4-cp38-cp38-win_amd64.whl", hash = "sha256:a00862fb23195b6b8322f7d781b0dc1d82cb3bcac346d1e38689370cc1cc398b"},
+    {file = "yarl-1.9.4-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:604f31d97fa493083ea21bd9b92c419012531c4e17ea6da0f65cacdcf5d0bd27"},
+    {file = "yarl-1.9.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:8a854227cf581330ffa2c4824d96e52ee621dd571078a252c25e3a3b3d94a1b1"},
+    {file = "yarl-1.9.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:ba6f52cbc7809cd8d74604cce9c14868306ae4aa0282016b641c661f981a6e91"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a6327976c7c2f4ee6816eff196e25385ccc02cb81427952414a64811037bbc8b"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8397a3817d7dcdd14bb266283cd1d6fc7264a48c186b986f32e86d86d35fbac5"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e0381b4ce23ff92f8170080c97678040fc5b08da85e9e292292aba67fdac6c34"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:23d32a2594cb5d565d358a92e151315d1b2268bc10f4610d098f96b147370136"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ddb2a5c08a4eaaba605340fdee8fc08e406c56617566d9643ad8bf6852778fc7"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:26a1dc6285e03f3cc9e839a2da83bcbf31dcb0d004c72d0730e755b33466c30e"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:18580f672e44ce1238b82f7fb87d727c4a131f3a9d33a5e0e82b793362bf18b4"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:29e0f83f37610f173eb7e7b5562dd71467993495e568e708d99e9d1944f561ec"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:1f23e4fe1e8794f74b6027d7cf19dc25f8b63af1483d91d595d4a07eca1fb26c"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:db8e58b9d79200c76956cefd14d5c90af54416ff5353c5bfd7cbe58818e26ef0"},
+    {file = "yarl-1.9.4-cp39-cp39-win32.whl", hash = "sha256:c7224cab95645c7ab53791022ae77a4509472613e839dab722a72abe5a684575"},
+    {file = "yarl-1.9.4-cp39-cp39-win_amd64.whl", hash = "sha256:824d6c50492add5da9374875ce72db7a0733b29c2394890aef23d533106e2b15"},
+    {file = "yarl-1.9.4-py3-none-any.whl", hash = "sha256:928cecb0ef9d5a7946eb6ff58417ad2fe9375762382f1bf5c55e61645f2c43ad"},
+    {file = "yarl-1.9.4.tar.gz", hash = "sha256:566db86717cf8080b99b58b083b773a908ae40f06681e87e589a976faf8246bf"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+
 [metadata]
 lock-version = "2.0"
 python-versions = "3.11.2"
-content-hash = "a94b412ee7e819770cbf5014861800ec9add5fbec6d4204586788a8ea5bfe2af"
+content-hash = "21fb9badefa97b0fd66d50488278dc74b3ec2fc8a67b289659ace6ed950d00d5"
diff --git a/pyproject.toml b/pyproject.toml
index 0d0fc6ea7..b18f47bcf 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,7 +6,9 @@ authors = ["OWASP BLT <you@example.com>"]
 license = "AGPLv3"
 
 [tool.poetry.dependencies]
+
 python = "3.11.2"
+python-dotenv = "^1.0.1"
 toml = "^0.10.2"
 Django = "^5.0.6"
 dj-database-url = "^2.2.0"
@@ -15,7 +17,7 @@ beautifulsoup4 = "^4.12.3"
 colorthief = "^0.2.1"
 django-email-obfuscator = "^0.1.5"
 django-gravatar2 = "^1.4.4"
-django-import-export = "^4.0.9"
+django-import-export = "^4.1.0"
 django-annoying = "^0.10.6"
 dj-rest-auth = "^5.0.2"
 tweepy = "^4.8.0"
@@ -29,7 +31,7 @@ psycopg2-binary = "^2.9.9"
 boto = "^2.49.0"
 django-cors-headers = "^4.4.0"
 protobuf = "^4.25.3"
-django-storages = {extras = ["google"], version = "^1.14.3"}
+django-storages = { extras = ["google"], version = "^1.14.3" }
 django-timedeltafield = "^0.7.10"
 EasyProcess = "^1.1"
 "giturlparse.py" = "^0.0.5"
@@ -61,13 +63,23 @@ django-filter = "^22.1"
 webdriver-manager = "^4.0.1"
 pillow = "^10.2.0"
 chromedriver-autoinstaller = "^0.6.4"
-sentry-sdk = "^2.6.0"
+sentry-sdk = "^2.7.1"
 bitcash = "^1.0.2"
+pydantic = "^2.7.3"
+pydantic_core = "^2.18.4"
+langchain = "^0.2.1"
+langchain-community = "^0.2.1"
+langchain-core = "^0.2.3"
+langchain-openai = "^0.1.8"
+unstructured = "^0.14.4"
+Markdown = "^3.6"
+faiss-cpu = "^1.8.0"
+openai = "^1.35.7"
 
 [tool.poetry.group.dev.dependencies]
 black = "^24.2.0"
 isort = "^5.13.2"
-ruff = "^0.4.10"
+ruff = "^0.5.0"
 
 [tool.isort]
 known_first_party = ["blt"]
diff --git a/website/bot.py b/website/bot.py
new file mode 100644
index 000000000..5957b730f
--- /dev/null
+++ b/website/bot.py
@@ -0,0 +1,177 @@
+import tempfile
+from pathlib import Path
+
+import openai
+from django.core.files.base import ContentFile
+from django.core.files.storage import default_storage
+from dotenv import find_dotenv, load_dotenv
+from langchain.chains import ConversationalRetrievalChain
+from langchain.memory import ConversationSummaryMemory
+from langchain.text_splitter import RecursiveCharacterTextSplitter
+from langchain_community.document_loaders import (
+    DirectoryLoader,
+    Docx2txtLoader,
+    PyPDFLoader,
+    TextLoader,
+    UnstructuredMarkdownLoader,
+)
+from langchain_community.vectorstores import FAISS
+from langchain_core.prompts import ChatPromptTemplate
+from langchain_openai import ChatOpenAI, OpenAIEmbeddings
+from openai import OpenAI
+
+load_dotenv(find_dotenv(), override=True)
+
+
+def is_api_key_valid(api_key):
+    client = OpenAI(api_key=api_key)
+    try:
+        client.completions.create(prompt="Hello", model="gpt-3.5-turbo-instruct", max_tokens=1)
+        return True
+    except openai.APIConnectionError as e:
+        print(f"Failed to connect to OpenAI API: {e}")
+    except openai.RateLimitError as e:
+        print(f"OpenAI API rate limit exceeded: {e}")
+    except openai.APIError as e:
+        print(f"OpenAI API error: {e}")
+    return False
+
+
+def load_document(file_path):
+    loaders = {
+        ".pdf": PyPDFLoader,
+        ".docx": Docx2txtLoader,
+        ".txt": TextLoader,
+        ".md": UnstructuredMarkdownLoader,
+    }
+
+    file_path = Path(file_path)
+    extension = file_path.suffix
+    Loader = loaders.get(extension)
+
+    if Loader is None:
+        raise ValueError(f"Unsupported file format: {extension}")
+
+    return Loader(file_path).load()
+
+
+def load_directory(dir_path):
+    return DirectoryLoader(dir_path).load()
+
+
+def split_document(chunk_size, chunk_overlap, document):
+    text_splitter = RecursiveCharacterTextSplitter(
+        chunk_size=chunk_size,
+        chunk_overlap=chunk_overlap,
+        length_function=len,
+    )
+    return text_splitter.split_documents(document)
+
+
+def get_temp_db_path(db_folder_path):
+    temp_dir = tempfile.TemporaryDirectory()
+    db_folder_str = str(db_folder_path)
+    temp_db_path = Path(temp_dir.name) / db_folder_path
+    temp_db_path.mkdir(parents=True, exist_ok=True)
+    return temp_dir, db_folder_str, temp_db_path
+
+
+def embed_documents_and_save(embed_docs):
+    db_folder_path = Path("faiss_index")
+
+    embeddings = OpenAIEmbeddings(model="text-embedding-3-small")
+
+    # Temporary directory for local operations
+    temp_dir, db_folder_str, temp_db_path = get_temp_db_path(db_folder_path)
+
+    # Check if the folder exists in the storage system and download files
+    if default_storage.exists(db_folder_str) and default_storage.listdir(db_folder_str):
+        # Download all files from the storage folder to the temp directory
+        for file_name in default_storage.listdir(db_folder_str)[1]:
+            with default_storage.open(db_folder_path / file_name, "rb") as f:
+                content = f.read()
+            with open(temp_db_path / file_name, "wb") as temp_file:
+                temp_file.write(content)
+
+        # Load the FAISS index from the temp directory
+        db = FAISS.load_local(temp_db_path, embeddings, allow_dangerous_deserialization=True)
+        # Add new documents to the index
+        db.add_documents(embed_docs)
+    else:
+        # Create a new FAISS index if it doesn't exist
+        db = FAISS.from_documents(embed_docs, embeddings)
+
+    # Save the updated FAISS index back to the temp directory
+    db.save_local(temp_db_path)
+
+    # Clean up the storage directory before uploading the new files
+    if default_storage.exists(db_folder_str):
+        for file_name in default_storage.listdir(db_folder_str)[1]:
+            default_storage.delete(db_folder_path / file_name)
+
+    # Upload the updated files back to Django's storage
+    for file in temp_db_path.rglob("*"):
+        if file.is_file():
+            with open(file, "rb") as f:
+                content = f.read()
+            default_storage.save(
+                str(db_folder_path / file.relative_to(temp_db_path)), ContentFile(content)
+            )
+    temp_dir.cleanup()
+
+    return db
+
+
+def load_vector_store():
+    embeddings = OpenAIEmbeddings(model="text-embedding-3-small")
+    db_folder_path = Path("faiss_index")
+
+    temp_dir, db_folder_str, temp_db_path = get_temp_db_path(db_folder_path)
+
+    # check the file exists in the storage system and download files if not exist return None
+    if not default_storage.exists(db_folder_str) or not default_storage.listdir(db_folder_str)[1]:
+        temp_dir.cleanup()
+        return None
+    # Download all files from the storage folder to the temp directory
+    for file_name in default_storage.listdir(db_folder_str)[1]:
+        with default_storage.open(db_folder_path / file_name, "rb") as f:
+            content = f.read()
+        with open(temp_db_path / file_name, "wb") as temp_file:
+            temp_file.write(content)
+
+    # Load the FAISS index from the temp directory
+    db = FAISS.load_local(temp_db_path, embeddings, allow_dangerous_deserialization=True)
+    temp_dir.cleanup()
+
+    return db
+
+
+def conversation_chain(vector_store):
+    prompt = ChatPromptTemplate.from_messages(
+        (
+            "human",
+            (
+                "You are an assistant specifically designed for answering questions about "
+                "the OWASP Bug Logging Tool (BLT) application. Use the following pieces of "
+                "retrieved context to answer the question. If the user's question is not "
+                "related to the BLT application or if the context does not provide enough "
+                "information to answer the question, respond with 'Please ask a query related "
+                "to the BLT Application.' Ensure your response is concise and does not exceed "
+                "three sentences.\nQuestion: {question}\nContext: {context}\nAnswer:"
+            ),
+        )
+    )
+    llm = ChatOpenAI(model_name="gpt-3.5-turbo-0125", temperature=0.5)
+    retriever = vector_store.as_retriever(search_type="similarity", search_kwargs={"k": 3})
+    memory = ConversationSummaryMemory(
+        llm=llm, return_messages=True, memory_key="chat_history", max_token_limit=1000
+    )
+
+    crc = ConversationalRetrievalChain.from_llm(
+        llm=llm,
+        retriever=retriever,
+        memory=memory,
+        chain_type="stuff",
+        combine_docs_chain_kwargs={"prompt": prompt},
+    )
+    return crc, memory
diff --git a/website/documents/BltAboutUs.md b/website/documents/BltAboutUs.md
new file mode 100644
index 000000000..1fadf3cf2
--- /dev/null
+++ b/website/documents/BltAboutUs.md
@@ -0,0 +1,76 @@
+### Detailed Description of the "About Us" UI Component and the url path is "https://blt.owasp.org/about/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The "About Us" UI component in the OWASP Bug Logging Tool (BLT) application provides users with comprehensive information about the BLT project, its purpose, functionalities, and how it benefits users. This section aims to inform users about the initiative's goals, how it operates, and the incentives for participating in bug reporting.
+
+#### 2. User Interaction
+Users interact with the About Us component through the following steps:
+1. **Accessing the Component**: Users navigate to the "About Us" section via the sidebar menu.
+2. **Reading Information**: Users read through the detailed information provided to understand the BLT initiative, its goals, and how they can participate.
+3. **Navigating Links**: Users may click on embedded links to access related pages or external resources for more detailed information.
+
+#### 3. Key Elements
+- **Navigation Sidebar**: Contains links to various sections of the BLT application, including Issues, Companies, Scoreboard, Users, Teams, Bug Bounties, and more.
+- **About BLT Section**: Provides a detailed description of the BLT project, emphasizing its open-source nature, non-commercial goals, and community-driven approach.
+- **User Benefits**: Describes the incentives for users, including points, money from sponsored bug hunts, leaderboard recognition, and tips for finding bugs.
+- **How It Works**: Provides step-by-step instructions for testers on how to participate, including creating a user account, describing bugs, attaching screenshots, and submitting information.
+- **Organization Benefits**: Explains the advantages for organizations in maintaining a bug-free website and how they can participate in the bug bounty program.
+- **Additional Information**: Includes links to terms and conditions, privacy policy, and other relevant documentation.
+
+#### 4. Visual Design
+- **Layout**: The layout features a left sidebar for navigation and a main content area displaying the detailed information. The text is organized into sections with clear headings for easy reading.
+- **Color Scheme**: The design uses a consistent color scheme with red, white, and grey tones, matching the overall BLT branding. Red is used for headings and links to draw attention.
+- **Typography**: Modern, readable fonts are used for headings, body text, and links, ensuring clarity and ease of reading.
+- **Visual Cues**: Headings and sections are clearly delineated, and links are highlighted to indicate interactivity.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: All interactive elements can be accessed and operated via keyboard shortcuts, allowing users with mobility impairments to navigate and use the component.
+- **Screen Reader Compatibility**: The text and links are labeled clearly to be compatible with screen readers, aiding visually impaired users in understanding and interacting with the component.
+- **High Contrast**: Text and interactive elements have high contrast against the background, making it easier for users with visual impairments to read the content.
+- **Descriptive Labels**: All interactive elements have clear and descriptive labels to ensure users understand their purpose and functionality.
+
+#### 6. Error Handling
+The About Us component includes mechanisms to handle errors and provide feedback to users:
+- **Error Messages**: If an error occurs while loading the information or navigating links, clear and concise error messages are displayed to inform the user and provide steps to resolve the issue.
+- **Fallback Content**: If the main content fails to load, the page provides fallback messages or placeholders, ensuring that the user experience is not significantly disrupted.
+- **Input Validation**: Ensures that users enter valid input before submitting queries or interactions.
+
+#### 7. Performance
+The component is designed with several features to enhance performance and user experience:
+- **Optimized Loading**: The page is optimized to load quickly, allowing users to access the information without delay.
+- **Responsive Design**: The layout is fully responsive, adapting to different screen sizes and devices to ensure a consistent and accessible experience across desktops, tablets, and mobile devices.
+- **Efficient Data Retrieval**: Uses efficient data retrieval techniques to fetch and display information quickly, minimizing wait times and enhancing user satisfaction.
+- **Scalability**: The component is designed to handle a large amount of textual information, maintaining performance and user experience even with extensive content.
+
+
+
+About us Page content : 
+About BLT
+BLT is 100% free to use, Open Source and a non-commercial, not for profit initiative. All prize money goes directly to the bug hunter.
+Software code allows us to buy a gift for Mom or Dad on amazon.com in 7 seconds, watch our favorite “House of Cards” episode on Netflix or read Yelp reviews about a new restaurant.
+
+When we can’t access the information we’re looking for on the internet within seconds, we are not happy.
+
+This is where you come into the picture.
+
+BLT wants you to identify the software (and hardware) bugs that delay downloads, freeze screens, create payloads that deliver malware to websites and generate other issues.
+
+What’s in it for you?
+Points.
+Money if you join a BLT Sponsored Bug Hunt.
+Jackpot money listed on the Leaderboard.
+Money if someone tips you for finding a bug through the tip button.
+Experience to add to your résumé or portfolio.
+How it Works
+Testers
+Create a User Account to log into BLT.
+Describe the software or hardware bug you found.
+Attach a screenshot of the bug.
+Submit the information.
+Win money through company-sponsored Bug Bounties, tips or the Grand Prize/Jackpot.We may also have "heists" where each bug is worth a specific amount based on what the company sets.
+If you participate in BLT’s sponsored Bug Bounties, you could win prize money known as tips.
+Organizations
+We want everyone to love your website.
+You want to keep your customers happy by giving them a consistent bug-free user experience. BLT offers monthly Bug Bounties through 4 different subscription plans to help you achieve this.
+
+BLT is 100% free to use, Open Source and a non-commercial, not for profit initiative.
\ No newline at end of file
diff --git a/website/documents/BltBLTV.md b/website/documents/BltBLTV.md
new file mode 100644
index 000000000..9e9b4c3ef
--- /dev/null
+++ b/website/documents/BltBLTV.md
@@ -0,0 +1,43 @@
+### Detailed Description of the "BLTV" UI Component and the url path is "https://blt.owasp.org/bltv/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The "BLTV" UI component in the OWASP Bug Logging Tool (BLT) application is designed to provide users with access to video tutorials and informational content related to bug reporting, tool setup, and integration with other platforms. The primary functionalities include streaming video content, navigating through different video tutorials, and accessing detailed guides on using the BLT application and related tools.
+
+#### 2. User Interaction
+Users interact with the BLTV component through the following steps:
+1. **Browsing Videos**: Users can browse through the list of available video tutorials displayed on the page.
+2. **Playing Videos**: By clicking on a video thumbnail or title, users can play the video directly on the page.
+3. **Navigating Videos**: Users can navigate between different video tutorials using the navigation options provided on the page.
+4. **Viewing Details**: Users can view additional details about each video tutorial, such as the title, description, and the name of the presenter.
+
+#### 3. Key Elements
+- **Video Thumbnails**: Each video is represented by a thumbnail image, which provides a visual preview of the content.
+- **Video Titles**: The title of each video is displayed below the thumbnail, providing a brief description of the content.
+- **Play Button**: A prominent play button on each thumbnail allows users to start the video.
+- **Navigation Sidebar**: The left sidebar contains navigation links to other sections of the BLT application, such as Issues, Companies, Scoreboard, Users, Teams, Bug Bounties, etc.
+- **Search Bar**: Positioned at the top of the page, the search bar allows users to find specific video tutorials by entering relevant keywords.
+
+#### 4. Visual Design
+- **Layout**: The layout is grid-based, with video thumbnails arranged in rows for easy browsing. The navigation sidebar is positioned on the left, while the main content area displays the video thumbnails and titles.
+- **Color Scheme**: The design uses a consistent color scheme with red, white, and grey tones, matching the overall BLT branding. Red is used for the play button and headings to draw attention.
+- **Typography**: Modern, readable fonts are used for video titles, navigation links, and other text elements, ensuring clarity and ease of reading.
+- **Visual Cues**: Interactive elements such as video thumbnails and play buttons have hover effects to indicate interactivity.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: All interactive elements can be accessed and operated via keyboard shortcuts, allowing users with mobility impairments to navigate and use the video tutorials.
+- **Screen Reader Compatibility**: The video thumbnails, titles, and play buttons are labeled clearly to be compatible with screen readers, aiding visually impaired users in understanding and interacting with the component.
+- **High Contrast**: Text and interactive elements have high contrast against the background, making it easier for users with visual impairments to read the content.
+- **Descriptive Labels**: All interactive elements have clear and descriptive labels to ensure users understand their purpose and functionality.
+
+#### 6. Error Handling
+The BLTV component includes mechanisms to handle errors and provide feedback to users:
+- **Error Messages**: If an error occurs while loading the video tutorials or playing a video, clear and concise error messages are displayed to inform the user and provide steps to resolve the issue.
+- **Fallback Content**: If a video fails to load, the page provides fallback messages or placeholders, ensuring that the user experience is not significantly disrupted.
+- **Input Validation**: Ensures that users enter valid search terms before submitting a query in the search bar.
+
+#### 7. Performance
+The component is designed with several features to enhance performance and user experience:
+- **Optimized Loading**: The page is optimized to load quickly, allowing users to browse and play videos without delay.
+- **Responsive Design**: The layout is fully responsive, adapting to different screen sizes and devices to ensure a consistent and accessible experience across desktops, tablets, and mobile devices.
+- **Lazy Loading**: Video thumbnails and other media elements are loaded as needed, reducing initial load times and improving overall performance.
+- **Efficient Data Retrieval**: Uses efficient data retrieval techniques to fetch and display video tutorials quickly, minimizing wait times and enhancing user satisfaction.
\ No newline at end of file
diff --git a/website/documents/BltChangePassword.md b/website/documents/BltChangePassword.md
new file mode 100644
index 000000000..34939e1a9
--- /dev/null
+++ b/website/documents/BltChangePassword.md
@@ -0,0 +1,44 @@
+### Detailed Description of the "Change Password" UI Component
+
+#### 1. **Component Overview**
+The "Change Password" UI component is designed to allow users to securely update their account passwords. This functionality is crucial for maintaining account security and ensuring users can manage their credentials. The primary functionalities include entering the current password, setting a new password, and confirming the new password.
+
+#### 2. **User Interaction**
+Users interact with this component by following these steps:
+1. **Accessing the Page**: Users navigate to the "Change Password" page via a menu option, typically found under account settings or a similar section.
+2. **Entering Current Password**: Users input their current password in the first input field.
+3. **Setting New Password**: Users enter their desired new password in the second input field.
+4. **Confirming New Password**: Users re-enter the new password in the third input field to confirm it.
+5. **Submitting the Form**: Users click the "Change Password" button to submit the form. If all inputs are valid, the password is updated.
+
+#### 3. **Key Elements**
+- **Current Password Field**: An input field labeled "Old Password" where users enter their existing password.
+- **New Password Field**: An input field labeled "New Password" for users to enter their new desired password.
+- **Confirm Password Field**: An input field labeled "Confirm Password" to re-enter the new password for confirmation.
+- **Change Password Button**: A green button labeled "Change Password" which users click to submit the form and update their password.
+- **Visual Icons**: Lock icons adjacent to each password field, visually indicating security.
+
+#### 4. **Visual Design**
+The layout is simple and focused, ensuring users can easily update their passwords without distraction. Key design aspects include:
+- **Color Scheme**: Neutral background with contrasting elements to highlight the form fields and buttons. The button is in green to signify a positive action.
+- **Typography**: Clear, readable fonts are used. Labels are concise, and input fields are large enough to accommodate various screen sizes.
+- **Visual Cues**: Lock icons next to the password fields indicate security. The green button stands out, guiding users to the submission action.
+
+#### 5. **Accessibility Features**
+- **Labels and Icons**: Each input field is clearly labeled, and icons are used to provide additional visual context.
+- **Keyboard Navigation**: The form is fully navigable using the keyboard, allowing users to tab through fields and submit the form without a mouse.
+- **Color Contrast**: The color scheme is designed to provide sufficient contrast, making it accessible to users with visual impairments.
+- **Screen Reader Compatibility**: Labels and input fields are compatible with screen readers, ensuring visually impaired users can update their passwords.
+
+#### 6. **Error Handling**
+- **Validation**: Before submission, the form checks that all fields are filled out and that the new passwords match.
+- **Error Messages**: If validation fails, clear error messages are displayed next to the relevant fields, informing users of what needs to be corrected (e.g., "Passwords do not match", "Current password is incorrect").
+- **Feedback**: Upon successful password change, a confirmation message is displayed. If an error occurs during the process, an appropriate error message is shown, prompting the user to try again.
+
+#### 7. **Performance**
+- **Real-Time Validation**: As users input data, real-time validation ensures that errors are caught early, providing immediate feedback.
+- **Efficient Loading**: The form and its elements are designed to load quickly, even on slower connections, enhancing the user experience.
+- **Minimal Distractions**: The focused design ensures users can complete the task quickly without unnecessary distractions or elements.
+
+#### URL Mention
+This detailed information pertains to the "Change Password" page of the BugLog tool, accessible at: [https://blt.owasp.org/accounts/password/change/](https://blt.owasp.org/accounts/password/change/).
\ No newline at end of file
diff --git a/website/documents/BltCommunityMembers.md b/website/documents/BltCommunityMembers.md
new file mode 100644
index 000000000..113961e80
--- /dev/null
+++ b/website/documents/BltCommunityMembers.md
@@ -0,0 +1,42 @@
+### Detailed Description of the "Community Members" UI Component and the url path is "https://blt.owasp.org/contributors/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The "Community Members" UI component in the OWASP Bug Logging Tool (BLT) application showcases profiles of active contributors and members of the BLT community. Its primary purpose is to recognize and highlight the contributions of these members, fostering a sense of community and encouraging collaboration among users. This component helps users connect with each other and learn about the backgrounds and expertise of fellow community members.
+
+#### 2. User Interaction
+Users interact with the Community Members component through the following steps:
+1. **Browsing Member Profiles**: Users can scroll through the list of community member profiles displayed on the page.
+2. **Viewing Member Details**: By clicking on the "More Info" button associated with each profile, users can access detailed information about the community member.
+3. **Connecting on Social Media**: Users can click on the social media icons (e.g., LinkedIn, GitHub, Twitter) to visit the community member's social media profiles.
+4. **Exploring Contributions**: Users can view the contributions and activities of each community member within the BLT application.
+
+#### 3. Key Elements
+- **Member Profiles**: Each profile includes a photo or avatar, the member’s name, location, and a brief description of their role or expertise.
+- **Social Media Icons**: Icons for LinkedIn, GitHub, and Twitter that link to the member's social media profiles.
+- **More Info Button**: A button that allows users to view additional details about the community member.
+- **Profile Details**: Detailed information about the member, such as their contributions, expertise, and any other relevant background information.
+
+#### 4. Visual Design
+- **Layout**: The layout is grid-based, with member profiles arranged in rows for easy browsing. The navigation sidebar is positioned on the left, while the main content area displays the member profiles.
+- **Color Scheme**: The design uses a consistent color scheme with red, white, and grey tones, matching the overall BLT branding. Red is used for headings and buttons to draw attention.
+- **Typography**: Modern, readable fonts are used for member names, descriptions, and other text elements, ensuring clarity and ease of reading.
+- **Visual Cues**: Interactive elements such as the "More Info" buttons and social media icons have hover effects to indicate interactivity.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: All interactive elements can be accessed and operated via keyboard shortcuts, allowing users with mobility impairments to navigate and use the component.
+- **Screen Reader Compatibility**: The member profiles, social media icons, and "More Info" buttons are labeled clearly to be compatible with screen readers, aiding visually impaired users in understanding and interacting with the component.
+- **High Contrast**: Text and interactive elements have high contrast against the background, making it easier for users with visual impairments to read the content.
+- **Descriptive Labels**: All interactive elements have clear and descriptive labels to ensure users understand their purpose and functionality.
+
+#### 6. Error Handling
+The Community Members component includes mechanisms to handle errors and provide feedback to users:
+- **Error Messages**: If an error occurs while loading the member profiles or accessing detailed information, clear and concise error messages are displayed to inform the user and provide steps to resolve the issue.
+- **Fallback Content**: If member photos or details fail to load, the page provides fallback messages or placeholders to maintain a smooth user experience.
+- **Input Validation**: Ensures that users enter valid input before submitting queries or interactions.
+
+#### 7. Performance
+The component is designed with several features to enhance performance and user experience:
+- **Optimized Loading**: The page is optimized to load quickly, allowing users to browse member profiles without delay.
+- **Responsive Design**: The layout is fully responsive, adapting to different screen sizes and devices to ensure a consistent and accessible experience across desktops, tablets, and mobile devices.
+- **Lazy Loading**: Member photos and other media elements are loaded as needed, reducing initial load times and improving overall performance.
+- **Efficient Data Retrieval**: Uses efficient data retrieval techniques to fetch and display member profiles quickly, minimizing wait times and enhancing user satisfaction.
\ No newline at end of file
diff --git a/website/documents/BltCompanyDashboard.md b/website/documents/BltCompanyDashboard.md
new file mode 100644
index 000000000..05f63e499
--- /dev/null
+++ b/website/documents/BltCompanyDashboard.md
@@ -0,0 +1,45 @@
+### Detailed Description of the "Company Dashboard" UI Component and the url path is "https://blt.owasp.org/domain/{company_name}/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The Company Dashboard in the OWASP Bug Logging Tool (BLT) application is designed to provide a comprehensive overview of all bugs reported for a specific company. This public dashboard allows users to view and track issues related to the company’s applications, fostering transparency and collaboration. The primary functionalities include listing open and closed bugs, providing detailed bug descriptions, and facilitating user interactions such as commenting and subscribing to bug updates.
+
+#### 2. User Interaction
+Users interact with the Company Dashboard through the following steps:
+1. **Browsing Reported Bugs**: Users can view a list of all reported bugs for the company, categorized as open or closed.
+2. **Viewing Bug Details**: By clicking on a bug report, users can access detailed information about the issue, including descriptions, screenshots, and user comments.
+3. **Subscribing to Bug Updates**: Users can subscribe to receive updates on new bugs reported for the company by clicking the "Subscribe" button.
+4. **Commenting on Bugs**: Logged-in users can add comments to bug reports to discuss issues further or provide additional insights.
+5. **Sharing Bugs**: Users can share bug reports via social media or other platforms using the share button.
+
+#### 3. Key Elements
+- **Company Information**: Displays the company name, logo, and contact email.
+- **Bug List**: A list of all reported bugs for the company, categorized into open and closed tabs.
+- **Bug Report Items**: Each bug report includes a title, description snippet, status (open/closed), tags (e.g., General, Security), user who reported it, and the time since it was reported.
+- **Subscription Button**: Allows users to subscribe to updates for bugs reported for the company.
+- **Top Bug Hunters**: Displays a list of users who have reported the most bugs for the company, with their usernames and bug counts.
+- **Pagination Controls**: Allows users to navigate through multiple pages of bug reports.
+
+#### 4. Visual Design
+- **Layout**: The dashboard is organized with the company information at the top, followed by the bug list in a tabbed format for open and closed bugs. The top bug hunters and subscription options are placed on the right sidebar.
+- **Color Scheme**: Consistent with the BLT branding, the color scheme uses red, white, and grey tones. Tags and status indicators use specific colors (e.g., green for open, red for closed) to provide visual cues.
+- **Typography**: Modern, readable fonts are used for all text elements, ensuring clarity and ease of reading.
+- **Visual Cues**: Interactive elements such as buttons and links are highlighted with colors and hover effects to indicate functionality.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: All interactive elements are accessible via keyboard shortcuts, enabling users with mobility impairments to navigate and interact with the dashboard.
+- **Screen Reader Compatibility**: The page is designed to be compatible with screen readers, which read out the text and labels to visually impaired users, aiding navigation and interaction.
+- **High Contrast**: Text and interactive elements have high contrast against the background, making it easier for users with visual impairments to read the content.
+- **Descriptive Labels**: All interactive elements, such as buttons and links, have clear and descriptive labels to ensure users understand their purpose and functionality.
+
+#### 6. Error Handling
+The Company Dashboard includes several mechanisms to handle errors and provide feedback to users:
+- **Error Messages**: If an error occurs while loading the dashboard or subscribing to updates, clear and concise error messages are displayed to inform the user and provide steps to resolve the issue.
+- **Validation Feedback**: The comment section provides real-time validation feedback to ensure that users enter valid input before submitting their comments.
+- **Fallback Content**: If a bug report or other elements fail to load, the page provides fallback messages or placeholders to maintain a smooth user experience.
+
+#### 7. Performance
+The dashboard is designed with several features to enhance performance and user experience:
+- **Optimized Loading**: The page is optimized to load quickly, with asynchronous loading of non-critical elements to ensure that users can start interacting with the content without delay.
+- **Responsive Design**: The layout is fully responsive, adapting to different screen sizes and devices, ensuring a consistent and accessible experience across desktops, tablets, and mobile devices.
+- **Lazy Loading**: Bug report items and other media elements are loaded as needed, reducing initial load times and improving overall performance.
+- **Efficient Data Retrieval**: The page uses efficient data retrieval techniques to fetch and display bug reports quickly, minimizing wait times and enhancing user satisfaction.
\ No newline at end of file
diff --git a/website/documents/BltCompanyListingPage.md b/website/documents/BltCompanyListingPage.md
new file mode 100644
index 000000000..ddfa7e32f
--- /dev/null
+++ b/website/documents/BltCompanyListingPage.md
@@ -0,0 +1,42 @@
+### Detailed Description of the "Company Listing Page" UI Component and the url path is "https://blt.owasp.org/companies/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The Company Listing Page in the OWASP Bug Logging Tool (BLT) application displays a comprehensive list of companies participating in the bug tracking program. Its primary purpose is to provide users with an easy-to-navigate directory of companies whose applications are being monitored for bugs. Users can explore these companies, view detailed reports on issues, and participate in bug tracking and reporting.
+
+#### 2. User Interaction
+Users interact with the Company Listing Page through the following steps:
+1. **Browsing Companies**: Users can scroll through the list of companies displayed on the page.
+2. **Selecting a Company**: By clicking on a company's logo or name, users are redirected to a detailed page specific to that company, where they can view reported issues and additional details.
+3. **Pagination**: Users can navigate through multiple pages of listed companies using the pagination controls at the bottom of the page.
+4. **Searching Companies**: Users can utilize the search bar at the top to find specific companies by name or URL.
+
+#### 3. Key Elements
+- **Company Logos and Names**: Each company is represented by its logo and URL, displayed in a grid format. Clicking on a logo or URL takes the user to the company-specific details page.
+- **Search Bar**: Positioned at the top of the page, the search bar allows users to quickly locate companies by entering relevant keywords.
+- **Pagination Controls**: Located at the bottom, these controls help users navigate through different pages of the company list.
+- **Navigation Sidebar**: The left sidebar contains links to other sections of the BLT application, such as Issues, Scoreboard, Users, Teams, Bug Bounties, and more.
+
+#### 4. Visual Design
+- **Layout**: The page uses a grid layout to display company logos and URLs, providing a clean and organized appearance. The navigation sidebar is positioned on the left, while the main content area occupies the center.
+- **Color Scheme**: The design employs a consistent color scheme with red, white, and grey tones, in line with the overall branding of the BLT application. The logos provide additional color variety.
+- **Typography**: Modern, readable fonts are used for company names, navigation links, and other text elements, ensuring clarity and ease of reading.
+- **Visual Cues**: Each company logo is clickable, with hover effects to indicate interactivity. Pagination controls are clearly marked to aid navigation.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: Users can navigate the page using keyboard shortcuts, allowing those with mobility impairments to browse and select companies without a mouse.
+- **Screen Reader Compatibility**: The page is designed to be compatible with screen readers, which read out the text and labels to visually impaired users, helping them navigate and interact with the content.
+- **High Contrast**: Text and interactive elements have high contrast against the background, making it easier for users with visual impairments to read the content.
+- **Descriptive Labels**: All interactive elements, such as logos and pagination controls, have clear and descriptive labels to ensure users understand their purpose and functionality.
+
+#### 6. Error Handling
+The Company Listing Page includes several mechanisms to handle errors and provide feedback to users:
+- **Error Messages**: If an error occurs while loading the page or searching for companies, clear and concise error messages are displayed to inform the user and provide steps to resolve the issue.
+- **Validation Feedback**: The search bar provides real-time validation feedback to ensure that users enter valid search terms.
+- **Fallback Content**: If a company's logo or details fail to load, the page provides fallback messages or placeholders, ensuring that the user experience is not significantly disrupted.
+
+#### 7. Performance
+The page is designed with several features to enhance performance and user experience:
+- **Optimized Loading**: The page is optimized to load quickly, with asynchronous loading of non-critical elements to ensure that users can start interacting with the content without delay.
+- **Responsive Design**: The layout is fully responsive, adapting to different screen sizes and devices, ensuring a consistent and accessible experience across desktops, tablets, and mobile devices.
+- **Lazy Loading**: Company logos and other media elements are loaded as needed, reducing initial load times and improving overall performance.
+- **Efficient Data Retrieval**: The page uses efficient data retrieval techniques to fetch and display company details quickly, minimizing wait times and enhancing user satisfaction.
\ No newline at end of file
diff --git a/website/documents/BltCompanyScoreboard.md b/website/documents/BltCompanyScoreboard.md
new file mode 100644
index 000000000..adcd88d51
--- /dev/null
+++ b/website/documents/BltCompanyScoreboard.md
@@ -0,0 +1,45 @@
+### Detailed Description of the "Company Scoreboard" UI Component and the url path is "https://blt.owasp.org/scoreboard/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The Company Scoreboard UI component in the OWASP Bug Logging Tool (BLT) application displays a ranked list of companies based on their bug tracking activity. Its primary purpose is to provide an overview of the performance and responsiveness of companies in addressing reported issues. The scoreboard shows key metrics such as the number of open and closed issues, the status of email notifications, the time of the last event, and the top company tester.
+
+#### 2. User Interaction
+Users interact with the Company Scoreboard through the following steps:
+1. **Viewing the Scoreboard**: Users can browse the list of companies displayed on the scoreboard.
+2. **Sorting and Filtering**: Users can sort and filter the companies based on different criteria, such as the number of open or closed issues.
+3. **Accessing Company Details**: By clicking on a company name or logo, users can navigate to a detailed page specific to that company to view more information about the reported issues.
+4. **Pagination**: Users can navigate through multiple pages of the scoreboard using the pagination controls at the bottom.
+
+#### 3. Key Elements
+- **Company Name and Logo**: Each company is represented by its name and logo, providing a visual identifier for users.
+- **Open Issues**: Displays the number of open issues for each company, indicating the current workload.
+- **Closed Issues**: Shows the number of issues that have been resolved by each company.
+- **Email Event**: Indicates the status of the email notifications related to the issues, such as "Processed," "Delivered," or "Bounce."
+- **Time of Last Event**: Shows the time elapsed since the last activity related to the issues for each company.
+- **Top Company Tester**: Displays the user who has reported the most bugs for each company, along with their username and bug count.
+- **Pagination Controls**: Located at the bottom, these controls help users navigate through different pages of the scoreboard.
+
+#### 4. Visual Design
+- **Layout**: The page uses a tabular layout to display the company metrics, with columns for each key metric. The navigation sidebar is positioned on the left, while the main content area occupies the center.
+- **Color Scheme**: The design employs a consistent color scheme with red, white, and grey tones, matching the overall BLT branding. Important elements such as status indicators use specific colors (e.g., green for open, red for closed) to provide visual cues.
+- **Typography**: Modern, readable fonts are used for company names, navigation links, and other text elements, ensuring clarity and ease of reading.
+- **Visual Cues**: Interactive elements such as company names and logos are highlighted with hover effects to indicate interactivity.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: All interactive elements are accessible via keyboard shortcuts, enabling users with mobility impairments to navigate and interact with the scoreboard.
+- **Screen Reader Compatibility**: The page is designed to be compatible with screen readers, which read out the text and labels to visually impaired users, aiding navigation and interaction.
+- **High Contrast**: Text and interactive elements have high contrast against the background, making it easier for users with visual impairments to read the content.
+- **Descriptive Labels**: All interactive elements, such as buttons and links, have clear and descriptive labels to ensure users understand their purpose and functionality.
+
+#### 6. Error Handling
+The Company Scoreboard includes several mechanisms to handle errors and provide feedback to users:
+- **Error Messages**: If an error occurs while loading the scoreboard or accessing company details, clear and concise error messages are displayed to inform the user and provide steps to resolve the issue.
+- **Validation Feedback**: The sorting and filtering options provide real-time validation feedback to ensure that users enter valid input.
+- **Fallback Content**: If a company logo or details fail to load, the page provides fallback messages or placeholders to maintain a smooth user experience.
+
+#### 7. Performance
+The scoreboard is designed with several features to enhance performance and user experience:
+- **Optimized Loading**: The page is optimized to load quickly, with asynchronous loading of non-critical elements to ensure that users can start interacting with the content without delay.
+- **Responsive Design**: The layout is fully responsive, adapting to different screen sizes and devices, ensuring a consistent and accessible experience across desktops, tablets, and mobile devices.
+- **Lazy Loading**: Company logos and other media elements are loaded as needed, reducing initial load times and improving overall performance.
+- **Efficient Data Retrieval**: The page uses efficient data retrieval techniques to fetch and display company metrics quickly, minimizing wait times and enhancing user satisfaction.
\ No newline at end of file
diff --git a/website/documents/BltDetails.md b/website/documents/BltDetails.md
new file mode 100644
index 000000000..e38a47eaa
--- /dev/null
+++ b/website/documents/BltDetails.md
@@ -0,0 +1,28 @@
+The OWASP Bug Logging Tool (BLT) is a free, open-source web application designed to enable users to report software or hardware bugs found on any website. Launched as an official OWASP project in 2016, BLT encourages responsible disclosure and improves internet security by allowing anyone to submit bug reports. It has evolved significantly since its inception, becoming an OWASP production project in May 2023 and participating in the Google Summer of Code (GSoC) program for multiple years.
+
+### Key Features and Functionality
+
+1. **User Participation**: BLT allows users to report bugs they encounter on any website. Users earn points for each bug reported, and verified bugs can earn additional points. This gamified approach incentivizes bug hunting and ensures active participation.
+
+2. **Bug Reporting Process**:
+   - **Account Creation**: Users need to create an account to log into the BLT platform.
+   - **Bug Submission**: Users describe the bug, attach a screenshot, and submit the report.
+   - **Verification**: Bugs are verified through a community-driven process, where other users and the company confirm the validity of the report.
+
+3. **Rewards System**: Users can win rewards by participating in company-sponsored bug hunts, earning prize money through tips, and competing for grand prizes or jackpots. Companies can launch their own bug hunts and set specific rewards for discovering bugs on their websites.
+
+4. **Community and Contribution**: BLT fosters a vibrant community with regular updates and contributions from users. The project welcomes contributions and has guidelines for new contributors. It also participates in various initiatives like the OWASP Incubator Project Initiative and GSoC, highlighting its commitment to community-driven development.
+
+### Technical Details
+
+- **Open Source**: BLT is licensed under the GNU Affero General Public License 3.0, ensuring it remains free and open for anyone to use and contribute to.
+- **Development and Maintenance**: The project is continuously updated with new features and improvements, supported by contributions from the community and participation in development programs like GSoC.
+
+### How to Get Involved
+
+Anyone interested in contributing to the OWASP BLT project can:
+- **Report Bugs**: Use the platform to report any bugs encountered on websites.
+- **Participate in Bug Hunts**: Join company-sponsored bug hunts to earn rewards.
+- **Contribute to Development**: Follow the contribution guidelines available on the OWASP website to get started with development and enhancement of BLT.
+
+BLT means Bug Logging Tool project from OWASP foundation .
\ No newline at end of file
diff --git a/website/documents/BltDetailsFromOwasp.md b/website/documents/BltDetailsFromOwasp.md
new file mode 100644
index 000000000..fcd2e652d
--- /dev/null
+++ b/website/documents/BltDetailsFromOwasp.md
@@ -0,0 +1,432 @@
+OWASP Bug Logging Tool
+Introduction
+
+OWASP BLT (Bug Logging Tool) is a powerful tool designed to allow everyone who uses the internet to
+help improve it. With BLT, users can submit any type of issue they encounter, whether it's a simple design
+flaw like a button being the wrong color, or a serious security vulnerability. By following responsible
+disclosure ethics, BLT helps to ensure that reported issues are addressed in a timely and appropriate
+manner.
+
+One unique feature of BLT is that it rewards users for reporting bugs. As users report more issues, they
+earn more points, which can be verified for extra points. Additionally, companies and organizations can get
+involved with BLT and launch their own bughunt programs with prize pools. This not only incentivizes users.
+to report bugs but also encourages companies to actively seek out and address vulnerabilities before they
+can be exploited.
+
+ 
+
+Overall, OWASP BLT is an important tool for improving internet security and promoting responsible
+disclosure practices. By allowing anyone to report issues, rewarding users for their contributions, and
+providing a platform for companies to launch bughunt programs, BLT empowers individuals and
+organizations to work together towards a safer and more secure online environment.
+
+Contributors
+
+The OWASP Bug Logging Tool Project is a community-driven initiative that relies on the contributions of
+volunteers from all over the world. These dedicated individuals generously donate their time and expertise
+to help improve the security of the internet for everyone.
+
+We understand that without the invaluable contributions of our volunteers, the OWASP BLT Project would
+not be possible. Therefore, we would like to express our sincere gratitude to all the contributors and
+supporters who have helped make this project a success.
+
+We are proud of the diverse and dedicated community that has grown around this project. We recognize
+that each contributor brings their unique perspective, skills, and experiences to the table, and we value
+each and every one of them.
+
+At OWASP, we strive to foster a welcoming and inclusive environment where everyone can contribute and
+thrive. We believe that diversity is essential to the success of the OWASP BLT Project, and we are
+committed to providing a safe and supportive space for all our volunteers.
+
+Once again, we would like to extend our heartfelt thanks to all the contributors and supporters of the
+OWASP Bug Logging Tool Project. Your efforts are truly appreciated, and we look forward to continuing our
+work together to make the internet a safer place for everyone.
+
+https://github.com/OWASP/BLT/graphs/contributors.
+
+Screenshots
+
+App
+
+E . TMeh 8 Behe BB
+BUgLoap=L Leaderboards
+
+   
+
+Report Issue
+
+  
+
+ 
+
+How it Works
+
+OWASP BLT is a bug logging tool that allows users to report issues and get points, and companies are
+held accountable. Testers can win money through company-sponsored Bug Hunts, tips, or the Grand
+Prize/Jackpot. Organizations can keep their customers happy by giving them a consistent bug-free user
+experience.
+
+Web Roadmap
+
+Task Timeline
+
+Q1 2023
+
+Q1 2023
+
+Work on the front end of the website.
+
+Add ability to tag a domain to see a list of OWASP project domains.
+
+Address Reflected Cross-Site Scripting (XSS) and HTTP ERROR 500 issues. Q1 2023
+
+Design a new backend for the company. Q2 2023
+
+Set up “add to project” in the Flutter repo. Q2 2023
+
+Implement a trademark search. Q2 2023
+
+Allow someone to check a website to see if the keyword is removed. Q3 2023
+
+Implement rate limiting for posting issues and in general for the website/API. Q3 2023
+
+Label the purpose of all Pipfile dependencies and HTML files. Q3 2023
+
+Create a bug report email notification system for company followers. Q3 2023
+App Roadmap
+Task Timeline
+Improve app navigation behavior and stack management Q1 2023
+
+Fix compile SDK version error when running “flutter run” command Q1 2023
+
+Fix incorrect score on profile page Q1 2023
+
+Add “check for duplicates” feature when reporting an issue Q2 2023
+
+Show liked and flagged issues in user profile Q2 2023
+
+Fix issue with posting issues Q3 2023
+
+Fix issue with push notification warning Q3 2023
+
+Implement Pricing Page Q3 2023
+
+Integrate pricing/plans page Q3 2023
+
+Design wireframes for the business side of the app Q4 2023
+
+Start app internationalization and localization (110n) Q4 2023
+
+Bring the app to MVP level for both Android & iOS Q4 2023
+
+Development
+Build Status
+
+Contributing
+
+This is a call for contributions to a project called BLT. The project has a list of issues that are tagged as
+“good first issue” to help new contributors get started. There are also guidelines for contributing to the
+project. If you find a bug or have an improvement, you can report it using BLT. To make sure your
+contribution is linked to the relevant issue, create a new branch with the button on the right of the issue to
+create a new branch. Additionally, if you want to take ownership of an issue, you can use the comment
+
+“assign to me” or /assign to assign it to yourself. Contributing to the project is appreciated and benefits both
+
+the project and the contributor. Contributions are always welcome and appreciated! To get started with
+contributing, please check out our Contribution Guidelines. We have a list of issues that are tagged with
+“good first issue” to help newcomers get started. You can also join our OWASP Slack Channel and ask
+questions in the #project-blt channel. Involvement in the development and promotion of OWASP BLT is
+actively encouraged! You do not have to be a security expert or a programmer to contribute. Some of the
+ways you can help are as follows:
+
+Here is the recent news about the BLT project:
+
+May 24 2023: BLT becomes an OWASP production project
+
+May 10, 2023: BLT participating in GSoC 2023
+
+September 12, 2016: BLT becomes an official OWASP project.
+
+July 18, 2016: The project was submitted to be an OWASP project.
+
+May 9, 2016: Logo created.
+
+Dec 8, 2015: A friend of OWASP suggested that the project become an OWASP project.
+
+May 9, 2016: Logo created.
+
+Jan 12, 2012: The idea was born to have a website to make a game out of bug finding and the first
+mockup was created.
+
+In addition, BLT has participated in the Google Summer of Code program for the last 4 years:
+
++ 2023 https://owasp.org/www-community/initiatives/gsoc/gsoc2023ideas
+* 2022 https://owasp.org/www-community/initiatives/gsoc/gsoc2022ideas
+* 2021 https://owasp.org/www-community/initiatives/gsoc/gsoc2021ideas
+* 2020 https://owasp.org/www-community/initiatives/gsoc/gsoc2020ideas.
+
+Other news about the BLT project that we didn’t include:
+
++ BLT v1.0 was released on May 5, 2020, with significant enhancements and new features.
++ In 2020, BLT was selected as one of the 12 projects for the OWASP Incubator Project Initiative.
++ The project has a vibrant community and continues to receive regular updates and contributions.
+
+Frequently Asked Questions (FAQs) about OWASP BLT:
+
+b
+
+. What is OWASP BLT? OWASP BLT (Bug Logging Tool) is a free and open-source web-based
+application that allows anyone to report software or hardware bugs found on any website.
+
+N
+
+. How does OWASP BLT work? Users can submit a bug report through the BLT platform, and they can
+earn points for each bug they find. Companies can launch their own bug hunts and reward users for
+finding issues on their websites. Bug hunters can win money through company-sponsored Bug Hunts,
+tips, or the Grand Prize/Jackpot.
+
+w
+
+. Who can use OWASP BLT? OWASP BLT is available for anyone to use, regardless of their technical
+background.
+
+B
+
+. How do | report an issue using OWASP BLT? To report an issue using OWASP BLT, you need to:
+© Create a user account to log into BLT.
+© Describe the software or hardware bug you found.
+© Attach a screenshot of the bug.
+e Submit the information.
+
+a
+
+. How can | win rewards for reporting bugs on OWASP BLT? You can win rewards by participating in
+company-sponsored Bug Hunts, where you can earn prize money known as tips. The prize pool can
+include a Grand Prize/Jackpot, and in some cases, there may be “heists" where each bug is worth a
+specific amount based on what the company sets.
+
+2
+
+other users can verify the issue, and the company can confirm the validity of the bug report.
+
+~N
+
+. What kind of bugs can be reported on OWASP BLT? Any kind of software or hardware bug found on a
+
+website can be reported through OWASP BLT, including security vulnerabilities, broken links, incorrect
+
+display of content, and more.
+
+co
+
+. Can organizations launch bug hunt programs with prize pools using OWASP BLT? Yes, organizations
+can launch their own bug hunts and reward users for finding issues on their websites.
+
+©
+
+. Is OWASP BLT free to use? Yes, OWASP BLT is free and open-source software licensed under the
+GNU Affero General Public License 3.0.
+
+10. How can | get involved with the OWASP BLT project? Contributions to OWASP BLT are always
+welcome and appreciated! You can check out the Contribution Guidelines for more information, or join
+the OWASP Slack Channel and ask questions in the #project-bit channel. You can contribute to the
+project by offering your skills and expertise, such as research, writing, graphic design, or project
+administration.
+
+11. Can non-technical people participate in the OWASP BLT project? Yes, non-technical people can
+participate in the project. The project needs different skills and expertise at different times during its
+development. Currently, the project is looking for researchers, writers, graphic designers, and a
+project administrator. See the Road Map and Getting Involved tab for more details.
+
+12. How to use ChatGPT to contribute to the project ?
+
+OpenAl's ChatGPT can be a helpful tool when it comes to assisting with projects like OWASP's bug
+logging tool. As a large language model trained on a variety of sources, it can generate human-like
+text based on the inputs provided to it. You can use it to facilitate many parts of your development
+process, including but not limited to troubleshooting, code generation, documentation writing, and
+testing. Here's a detailed way to approach this:
+
+1. Development Phase:
+
+« Code Reviews and Troubleshooting: ChatGPT can provide advice on code optimization,
+best practices, and debugging. You can ask it for input on your Django, Flutter, JavaScript
+code, or any other language's code.
+
+Code Generation: For quick prototyping or generating boilerplate code, you can ask
+ChatGPT to generate snippets. For example, you might need a quick Django model or a
+Flutter widget.
+
+Documentation: Writing documentation can be time-consuming. ChatGPT can help by
+generating documentation based on your code and requirements. You simply need to
+provide a clear description of what the function or component does, and ChatGPT can help
+generate an appropriate documentation comment.
+
+2. Testing Phase:
+
+= Generating Test Cases: You can ask ChatGPT to help you brainstorm and generate
+various test cases to ensure your code works as expected under different circumstances.
+
+« Writing Test Scripts: Similar to code generation, you can ask ChatGPT to help you write
+test scripts. Provide a clear description of the test, and it can generate a basic test script for
+you.
+
+3. User Support:
+
+« User Queries: You can integrate ChatGPT as a part of your support team to respond to
+user queries. You would need to train it on your specific product using Reinforcement
+Learning from Human Feedback (RLHF) so it can answer queries accurately and
+contextually.
+
+4. Project Management:
+
+« Generating Reports: You can ask ChatGPT to help you generate progress reports, or any
+other text-based reports. Provide it with the necessary data, and a brief about what the
+report needs to convey.
+
+«= Communication: You can use ChatGPT to help draft project updates, emails, or any other
+communications you might have with stakeholders.
+
+5. GitHub Action:
+
+« Automating Tasks: ChatGPT could be used in a GitHub Action to automate various tasks.
+For example, it could be used to automatically generate release notes based on merged
+PRs, or to check for specific code style in PRs.
+
+6. Browser Extension:
+
+« User Interface: You can use ChatGPT to assist users on the extension. For example, you
+might use it to help users navigate the extension or troubleshoot problems. It could also be
+used to generate helpful suggestions or tips based on the context of the user's current
+webpage.
+
+ 
+
+Remember that GPT-4, like all Al models, is a tool that can help assist in various tasks, but it won't replace
+human judgment and expertise. Always review and consider the suggestions it provides, and don't use it
+for sensitive tasks without appropriate checks in place.
+
+Remember to comply with OpenAl's use case policy and ensure that the usage of ChatGPT is ethical,
+privacy-preserving, and secure.
+
+Donate
+
+Donating to OWASP BLT is a great way to support the project and ensure its ongoing development. Your
+donation will be used to cover expenses related to hosting the project's infrastructure, organizing events,
+and promoting the project to a wider audience. By donating, you're helping to keep OWASP BLT free and
+open-source for everyone to use, and you're supporting the growth of the project. Every contribution, no
+matter how small, is greatly appreciated and goes a long way in helping the project reach its full potential.
+
+Donate Here
+Category:OWASP Project
+Category:OWASP Builders
+Category:OWASP Defenders
+
+Category:OWASP Tool
+
+© Edit on GitHub
+
+Spotlight: OpenText
+
+= Forti
+
+w= FO
+
+Fortify Application Security provides your team with solutions to promote
+DevSecOps best practices, enable cloud transformation, and secure your software
+supply chain. As the sole code security solution with over two decades of expertise
+and acknowledged as a market leader by all major analysts, Fortify delivers the
+most adaptable, precise, and scalable AppSec platform available, supporting the
+
+breadth of tech you use while integrating into your preferred toolchain. With Fortify, S
+go beyond check the box security because your great code demands great secutity. scam.
+
+iA ATLASSIAN
+
+ 
+
+equi::ly
+
+Become a corporate supporter
+
+PRIVACY SITEMAP CONTACT
+
+ae
+
+. How are bugs verified on OWASP BLT? Bugs are verified through a community-driven process, where
+
+The OWASP® Foundation works to
+improve the security of software through
+its community-led open source software
+projects, hundreds of chapters
+worldwide, tens of thousands of
+members, and by hosting local and global
+conferences.
+
+Project Information
+
+ffm Production Project
+Project Classification
+3 Tool
+
+Code Repositories
+
+BLT-Core
+BLT-Flutter
+BLT-Extension
+BLT-Bacon
+BLT-Action
+Community
+Slack Channel
+Code Style Guide
+Licensing
+
+BLT-Core APGL - 3.0
+BLT-Flutter BSD 3
+BLT-Extension BSD 3
+BLT-Bacon LGPL
+BLT-Action BSD 3
+
+Leaders
+DonnieBLT on slack
+
+Contributors
+(add your name if you want)
+
+Current GSoC Mentors
+
+DonnieBLT on slack
+Aryan Ranjan - Flutter and Django
+Mentor
+
+Past GSoC Mentors
+
+Rahul Badami - Payments Mentor
+Ankit Choudhary - Flutter Mentor
+Sparsh Agrawal - Flutter Mentor
+
+Upcoming OWASP Global
+Events
+
+OWASP Global AppSec Lisbon 2024
+© June 24-28, 2024
+
+OWASP Global AppSec San Francisco
+2024
+
+© September 23-27, 2024
+
+OWASP Global AppSec Washington DC
+2025
+
+© November 3-7, 2025
+
+OWASP Global AppSec San Francisco
+2026
+
+© November 2-6, 2026
+
+Corporate Supporters
+
+G@ surerowr Bloomberg’
+Fa CUARDSQUARE BIONIC
+4:SailPoint root
\ No newline at end of file
diff --git a/website/documents/BltGlobalLeaderboard.md b/website/documents/BltGlobalLeaderboard.md
new file mode 100644
index 000000000..1a79a3438
--- /dev/null
+++ b/website/documents/BltGlobalLeaderboard.md
@@ -0,0 +1,43 @@
+### Detailed Description of the "Global Leaderboard" UI Component and the url path is "https://blt.owasp.org/leaderboard/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The "Global Leaderboard" UI component in the OWASP Bug Logging Tool (BLT) application ranks users based on their contributions to bug reporting. Its primary purpose is to foster a sense of community and competition among users by highlighting the top contributors. This leaderboard helps motivate users to participate actively in bug reporting, thereby improving the quality and security of various applications.
+
+#### 2. User Interaction
+Users interact with the Global Leaderboard through the following steps:
+1. **Viewing Rankings**: Users can scroll through the list to see the ranking of top contributors based on their bug reporting activities.
+2. **Profile Access**: By clicking on a username or avatar, users can access the detailed profile of the respective user, viewing their contributions and achievements.
+3. **Navigating Pages**: Users can navigate through multiple pages of the leaderboard using the pagination controls at the bottom of the list.
+
+#### 3. Key Elements
+- **User Avatars**: Each user is represented by an avatar, which provides a visual identifier.
+- **Usernames**: Displayed alongside avatars, usernames link to user profiles.
+- **Bug Counts**: Each user’s total number of reported bugs is shown, indicating their level of activity.
+- **Ranking Position**: The list is sorted by ranking, with the top contributors listed first.
+- **Profile Links**: Usernames and avatars are clickable, leading to detailed user profiles.
+- **Pagination Controls**: Located at the bottom, these controls help users navigate through different pages of the leaderboard.
+
+#### 4. Visual Design
+- **Layout**: The leaderboard uses a vertical layout to list users in descending order of their contributions. The navigation sidebar is positioned on the left, while the main content area occupies the center.
+- **Color Scheme**: The design employs a consistent color scheme with red, white, and grey tones, matching the overall BLT branding. Important elements like avatars and usernames provide visual variety.
+- **Typography**: Modern, readable fonts are used for usernames, bug counts, and other text elements, ensuring clarity and ease of reading.
+- **Visual Cues**: Interactive elements such as usernames and avatars are highlighted with hover effects to indicate interactivity.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: All interactive elements are accessible via keyboard shortcuts, enabling users with mobility impairments to navigate and interact with the leaderboard.
+- **Screen Reader Compatibility**: The page is designed to be compatible with screen readers, which read out the text and labels to visually impaired users, aiding navigation and interaction.
+- **High Contrast**: Text and interactive elements have high contrast against the background, making it easier for users with visual impairments to read the content.
+- **Descriptive Labels**: All interactive elements, such as usernames and avatars, have clear and descriptive labels to ensure users understand their purpose and functionality.
+
+#### 6. Error Handling
+The Global Leaderboard includes several mechanisms to handle errors and provide feedback to users:
+- **Error Messages**: If an error occurs while loading the leaderboard or accessing user profiles, clear and concise error messages are displayed to inform the user and provide steps to resolve the issue.
+- **Validation Feedback**: The pagination controls provide real-time validation feedback to ensure that users enter valid input.
+- **Fallback Content**: If user avatars or details fail to load, the page provides fallback messages or placeholders to maintain a smooth user experience.
+
+#### 7. Performance
+The leaderboard is designed with several features to enhance performance and user experience:
+- **Optimized Loading**: The page is optimized to load quickly, with asynchronous loading of non-critical elements to ensure that users can start interacting with the content without delay.
+- **Responsive Design**: The layout is fully responsive, adapting to different screen sizes and devices, ensuring a consistent and accessible experience across desktops, tablets, and mobile devices.
+- **Lazy Loading**: User avatars and other media elements are loaded as needed, reducing initial load times and improving overall performance.
+- **Efficient Data Retrieval**: The page uses efficient data retrieval techniques to fetch and display user rankings quickly, minimizing wait times and enhancing user satisfaction.
\ No newline at end of file
diff --git a/website/documents/BltHomePage.md b/website/documents/BltHomePage.md
new file mode 100644
index 000000000..5d59b1035
--- /dev/null
+++ b/website/documents/BltHomePage.md
@@ -0,0 +1,44 @@
+### Detailed Description of the Home Page of the BLT Application and the url path is "https://blt.owasp.org/"
+
+#### 1. Component Overview
+The first page of the OWASP Bug Logging Tool (BLT) application serves as the main dashboard where users can view all reported bugs. It provides a comprehensive overview of issues reported by different users, facilitating easy navigation and interaction with the application. The primary functionalities include displaying bug reports, allowing users to interact with these reports, and providing navigation to other sections of the application.
+
+#### 2. User Interaction
+Users interact with the first page in several ways:
+- **Viewing Bug Reports**: Users can browse through the reported bugs displayed as individual cards. Each card provides a brief summary, including the issue title, a screenshot, the reporter’s identity, and options to like, comment, and share.
+- **Logging In/Signing Up**: Users can access the login and signup buttons at the top-right corner to authenticate or create a new account.
+- **Reporting an Issue**: Users can click on the "Report an Issue" button at the top to submit a new bug report.
+- **Exploring Other Sections**: The sidebar allows users to navigate to various sections like Companies, Scoreboard, Users, Teams, Bug Bounties, etc.
+- **Using the Search Bar**: The search bar at the top allows users to search for specific bugs or categories.
+
+#### 3. Key Elements
+- **Login/Signup**: Buttons located at the top-right for user authentication.
+- **Bug Cards**: Each card represents a reported bug, including the title, a screenshot, interaction buttons (like, comment, share), and a brief description.
+- **Leaderboard**: Displayed on the right side, showing the top contributors and their points.
+- **Sidebar**: Contains links to different sections of the application such as Companies, Scoreboard, Users, Teams, Bug Bounties, Projects, Apps, and more.
+- **Search Bar**: Positioned at the top center, allowing users to search for bugs or other relevant content.
+- **Report an Issue Button**: Located at the top, enabling users to submit new bug reports.
+
+#### 4. Visual Design
+The visual design of the first page features a clean and structured layout:
+- **Color Scheme**: Predominantly uses red, white, and blue, which are consistent with the OWASP branding.
+- **Typography**: Modern and readable fonts are used throughout, ensuring clarity and ease of reading.
+- **Visual Cues**: Icons and color-coded tags are used to differentiate between various types of bugs and user actions, providing intuitive navigation cues.
+- **Layout**: The layout is divided into a main content area displaying the bug cards, a sidebar for navigation, and a top bar for search and user actions.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: Users can navigate through the UI components using keyboard shortcuts, ensuring accessibility for users with mobility impairments.
+- **Screen Reader Support**: The page is designed to be compatible with screen readers, aiding visually impaired users in navigating and understanding the content.
+- **High Contrast Mode**: Ensures text and interactive elements have sufficient contrast against the background, enhancing readability for users with visual impairments.
+
+#### 6. Error Handling
+The home page handles errors gracefully:
+- **Error Messages**: Clear and concise error messages are displayed for actions like failed logins or unsuccessful searches.
+- **Form Validation**: When submitting a bug report, the form validates input fields and provides feedback if there are errors, ensuring users can correct them before submission.
+- **Fallback Content**: In cases of server issues or unavailable content, the page provides fallback messages and options to retry actions.
+
+#### 7. Performance
+Several features are designed to enhance the performance and user experience:
+- **Lazy Loading**: Images and other media content are loaded as the user scrolls, reducing initial load times.
+- **Responsive Design**: The page is optimized for different devices and screen sizes, ensuring a consistent experience across desktops, tablets, and mobile phones.
+- **Efficient Caching**: Caching mechanisms are implemented to speed up repeated visits to the page, providing quicker access to content.
diff --git a/website/documents/BltInvite.md b/website/documents/BltInvite.md
new file mode 100644
index 000000000..8ab2048be
--- /dev/null
+++ b/website/documents/BltInvite.md
@@ -0,0 +1,37 @@
+### Component Overview
+The invite page on the BugLog tool application is designed to allow users to invite others to join the platform by sending an invitation via email. Its primary functionalities include collecting the invitee's email address, sending an invitation, and providing feedback on the success or failure of the invitation process.
+
+### User Interaction
+Users interact with this component by entering an email address in the provided input field and clicking the "Invite" button to send an invitation. The steps are as follows:
+1. The user navigates to the invite page (https://blt.owasp.org/invite/).
+2. The user enters the email address of the person they wish to invite in the text box labeled "Email."
+3. The user clicks the "Invite" button to send the invitation.
+
+### Key Elements
+- **Email Input Field**: A single-line text box where users enter the email address of the invitee. This field is labeled "Email" to indicate its purpose clearly.
+- **Invite Button**: A red button labeled "Invite" that the user clicks to send the invitation. This button triggers the submission of the email address and the invitation process.
+
+### Visual Design
+- **Layout**: The component has a minimalistic and centered design, focusing the user's attention on the task of entering an email address and sending an invitation. The input field and button are horizontally aligned for ease of use.
+- **Color Scheme**: The invite button uses a red color, consistent with the application's branding, to attract attention and indicate an actionable element. The input field has a white background with a gray border, maintaining a clean and professional look.
+- **Typography**: The font used is clear and legible, ensuring that users can easily read the labels and instructions. The "Email" label is placed above the input field, following standard design practices for form usability.
+
+### Accessibility Features
+- **Keyboard Navigation**: The input field and invite button are accessible via keyboard navigation, allowing users who rely on keyboard inputs to interact with the component effectively.
+- **Screen Reader Compatibility**: The labels and input fields are designed to be compatible with screen readers, providing descriptive labels and clear instructions for users with visual impairments.
+- **High Contrast**: The color scheme provides a good contrast between the text, input field, and buttons, making it easier for users with visual impairments to distinguish different elements.
+
+### Error Handling
+- **Invalid Email Format**: If the user enters an email address in an incorrect format, the system should provide an error message indicating that the email address is invalid. This feedback is typically displayed below the input field.
+- **Invitation Failure**: If the invitation fails to send due to a server error or other issues, an error message should be displayed to inform the user that the invitation was not sent successfully.
+- **Success Message**: Upon successfully sending the invitation, a confirmation message is displayed to the user, indicating that the invitation was sent successfully.
+
+### Performance
+- **Responsive Design**: The component is designed to be responsive, ensuring it works well on various devices, including desktops, tablets, and smartphones. This enhances the user experience by providing a consistent interface across different screen sizes.
+- **Fast Loading**: The component is lightweight and loads quickly, minimizing the time users spend waiting to interact with the page.
+- **Error Handling Efficiency**: The component quickly validates the email format and provides instant feedback, improving the overall efficiency of the user interaction.
+
+### Detailed Information for Chatbot
+To ensure the chatbot can assist users effectively, include details such as the URL of the invite page (https://blt.owasp.org/invite/) and descriptions of the error messages users might encounter. The chatbot should be able to guide users through the process of entering an email address and clicking the "Invite" button, as well as troubleshooting common issues like invalid email formats or server errors.
+
+By understanding these detailed aspects of the invite page UI component, the chatbot can provide comprehensive assistance, ensuring users can easily invite others to the BugLog tool application.
\ No newline at end of file
diff --git a/website/documents/BltIssuePage.md b/website/documents/BltIssuePage.md
new file mode 100644
index 000000000..36829e467
--- /dev/null
+++ b/website/documents/BltIssuePage.md
@@ -0,0 +1,47 @@
+### Detailed Description of the "Reported Issue Single Details Page" UI Component and the url path is "https://blt.owasp.org/issue2/{issue_id}/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The "Reported Issue Single Details Page" in the OWASP Bug Logging Tool (BLT) application is designed to provide a detailed view of a specific reported issue. Its primary purpose is to display all relevant information about a reported bug, including the description, status, screenshots, and user interactions such as upvotes, downvotes, and comments. This page serves as a centralized location for users to review, discuss, and manage individual bug reports.
+
+#### 2. User Interaction
+Users interact with the "Reported Issue Single Details Page" through several actions:
+1. **Viewing Details**: Users can read the detailed description of the reported issue, including the vulnerability type, status, and report submission details.
+2. **Interacting with the Report**: Users can upvote, downvote, flag, or share the report using the corresponding buttons.
+3. **Viewing Screenshots**: Users can view any screenshots provided to illustrate the issue.
+4. **Commenting**: Users can add comments to the report to discuss the issue further (after signing in).
+5. **Viewing Reporter Information**: Information about the user who reported the issue is displayed, along with their other reported bugs.
+
+#### 3. Key Elements
+- **Issue Title and Description**: The main section displays the title and a detailed description of the reported issue.
+- **Interaction Buttons**: Includes buttons for upvoting, downvoting, flagging, and sharing the report.
+- **Screenshots**: Displays any screenshots uploaded to illustrate the issue.
+- **Report Details**: Includes information such as bug type, status, date reported, and submission method.
+- **Reporter Information**: Displays the username and points of the user who reported the issue, along with an option to send a tip.
+- **Additional Reports**: Shows other reports submitted by the same user.
+- **Browser and OS Information**: Displays the browser version and operating system details where the issue was encountered.
+- **Comment Section**: Allows users to add comments and engage in discussions about the report.
+
+#### 4. Visual Design
+- **Layout**: The page is organized into clear sections, with the issue title and description at the top, followed by screenshots, report details, and user interaction elements.
+- **Color Scheme**: Uses a consistent color scheme with red, white, and grey tones, matching the overall BLT branding. Important elements such as status tags and buttons are highlighted in red.
+- **Typography**: Modern, readable fonts are used throughout, ensuring clarity and ease of reading.
+- **Visual Cues**: Icons and color-coded tags are used to differentiate between different types of information and actions, aiding user navigation and interaction.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: All interactive elements are accessible via keyboard shortcuts, allowing users with mobility impairments to navigate and interact with the page.
+- **Screen Reader Compatibility**: The page is designed to be compatible with screen readers, which read out the text and labels to visually impaired users, helping them navigate and understand the content.
+- **High Contrast**: The text and interactive elements have high contrast against the background, making it easier for users with visual impairments to read the content.
+- **Descriptive Labels**: All input fields, buttons, and interactive elements have clear and descriptive labels, ensuring that users understand their purpose and functionality.
+
+#### 6. Error Handling
+The "Reported Issue Single Details Page" includes several mechanisms to handle errors and provide feedback to users:
+- **Error Messages**: If an error occurs while loading the page or submitting a comment, clear and concise error messages are displayed to inform the user and provide steps to resolve the issue.
+- **Validation Feedback**: When users interact with the comment section, the form provides real-time validation feedback to ensure that all required fields are filled out correctly before submission.
+- **Fallback Content**: If screenshots or other multimedia elements fail to load, the page provides fallback messages or placeholders, ensuring that the user experience is not significantly disrupted.
+
+#### 7. Performance
+The page is designed with several features to enhance performance and user experience:
+- **Optimized Loading**: The page is optimized to load quickly, with asynchronous loading of non-critical elements to ensure that users can start interacting with the content without delay.
+- **Responsive Design**: The layout is fully responsive, adapting to different screen sizes and devices, ensuring a consistent and accessible experience across desktops, tablets, and mobile devices.
+- **Lazy Loading**: Screenshots and other media elements are loaded as needed, reducing initial load times and improving overall performance.
+- **Efficient Data Retrieval**: The page uses efficient data retrieval techniques to fetch and display report details quickly, minimizing wait times and enhancing user satisfaction.
diff --git a/website/documents/BltLoginPage.md b/website/documents/BltLoginPage.md
new file mode 100644
index 000000000..91b487ac1
--- /dev/null
+++ b/website/documents/BltLoginPage.md
@@ -0,0 +1,47 @@
+### Detailed Description of the "Login Page" UI Component and the url path is "https://blt.owasp.org/accounts/login/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The Login Page of the OWASP Bug Logging Tool (BLT) application is designed to authenticate users and grant them access to the platform's functionalities. Its primary purpose is to ensure secure access to the application by verifying user credentials. The page also provides options for new users to sign up and for existing users to recover their passwords, ensuring a smooth and user-friendly authentication process.
+
+#### 2. User Interaction
+Users interact with the Login Page in several steps:
+1. **Entering Credentials**: Users input their username and password in the respective fields.
+2. **Remember Me Option**: Users can check the "Remember me" box to stay logged in on their current device.
+3. **Forgot Password**: Users who have forgotten their password can click the "Forgot Password?" link to initiate the password recovery process.
+4. **Logging In**: Clicking the "Log in" button submits the entered credentials for authentication.
+5. **Alternative Login Options**: Users can log in using their GitHub, Google, or Facebook accounts by clicking the respective buttons.
+6. **Sign Up**: New users can click the "Get Started!" link to create a new account.
+
+#### 3. Key Elements
+- **Username Field**: A text input field where users enter their username.
+- **Password Field**: A secure text input field where users enter their password.
+- **Remember Me Checkbox**: An option for users to stay logged in on their current device.
+- **Forgot Password Link**: A link that initiates the password recovery process.
+- **Log in Button**: A button that submits the entered credentials for authentication.
+- **Alternative Login Options**: Buttons for logging in with GitHub, Google, or Facebook accounts.
+- **Sign Up Link**: A link for new users to navigate to the registration page.
+- **BLT Information Section**: The left side of the screen provides information about BLT, emphasizing its purpose as a bug logging tool and encouraging new users to sign up.
+
+#### 4. Visual Design
+- **Layout**: The login page is divided into two main sections: the left section provides information about BLT, while the right section contains the login form.
+- **Color Scheme**: The page uses a red, white, and grey color scheme, which is consistent with the BLT branding. The red is prominently used for buttons and headings to draw attention.
+- **Typography**: The fonts are modern and readable, ensuring that all text elements are clear and easy to read.
+- **Visual Cues**: Icons and placeholders guide users on what information to enter in each field. The form fields and buttons are clearly delineated to ensure ease of use.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: The form is fully navigable using keyboard shortcuts, allowing users with mobility impairments to fill out the form without using a mouse.
+- **Screen Reader Compatibility**: All form elements are compatible with screen readers, which read out the text and labels to visually impaired users, helping them navigate and fill out the form.
+- **High Contrast**: The text and interactive elements have high contrast against the background, making it easier for users with visual impairments to read the content.
+- **Descriptive Labels**: All input fields have clear and descriptive labels, ensuring that users understand what information is required.
+
+#### 6. Error Handling
+The Login Page has robust error handling mechanisms to ensure that users provide the correct information and are informed of any issues during the login process:
+- **Input Validation**: As users fill out the form, input fields validate the data in real-time. For example, if the username or password is missing, an error message is displayed immediately.
+- **Error Messages**: Clear and concise error messages are displayed next to the relevant fields, guiding users to correct their input. For instance, if the entered credentials are incorrect, an error message will indicate this and prompt the user to try again.
+- **Forgot Password Process**: If users forget their password, the recovery process is straightforward and involves receiving an email with instructions to reset the password, ensuring users can regain access to their accounts.
+
+#### 7. Performance
+Several features of the Login Page enhance performance and user experience:
+- **Optimized Loading**: The page is designed to load quickly, ensuring that users can start entering their credentials without waiting for all elements to load.
+- **Responsive Design**: The form is fully responsive, adapting to different screen sizes and devices. This ensures that users can easily log in on desktops, tablets, and mobile devices.
+- **Form Persistence**: If users accidentally navigate away from the page, their entered credentials are temporarily saved, preventing data loss and enhancing the user experience by reducing the need to re-enter information.
\ No newline at end of file
diff --git a/website/documents/BltPlaceABid.md b/website/documents/BltPlaceABid.md
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+### Detailed Description of the "Place a Bid" UI Component and the url path is "https://blt.owasp.org/bidding/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The "Place a Bid" UI component in the OWASP Bug Logging Tool (BLT) application allows users to bid on resolving specific issues reported in the system. This component's primary functionality is to facilitate the bidding process, enabling users to propose their solutions and compete for rewards or recognition.
+
+#### 2. User Interaction
+Users interact with the "Place a Bid" component through the following steps:
+1. **Issue Link**: Users enter the link to the specific issue they are interested in bidding on.
+2. **Fetch Details**: Clicking the "Fetch" button retrieves and displays the issue details.
+3. **Submit Bid**: Users enter their bid amount in the provided input field.
+4. **Submit Bid**: Clicking the "Submit Bid" button submits their bid for consideration.
+5. **Submit Pull Request**: Users can submit their pull request by clicking the "Submit Your Pull Request" button, integrating their solution into the system.
+
+#### 3. Key Elements
+- **Issue Link Input Field**: Allows users to paste the link of the issue they want to bid on.
+- **Fetch Button**: Retrieves the issue details based on the provided link.
+- **New Bid Input Field**: Users enter the amount they are willing to bid for resolving the issue.
+- **Submit Bid Button**: Submits the user's bid for the issue.
+- **Submit Pull Request Button**: Facilitates the submission of the user's solution through a pull request.
+
+#### 4. Visual Design
+- **Layout**: The layout is simple and straightforward, with input fields and buttons arranged vertically for easy access.
+- **Color Scheme**: The component uses a clean design with blue buttons for actions and a red button for submitting pull requests, ensuring clear visual differentiation.
+- **Typography**: Utilizes a modern, readable font for labels and buttons, enhancing usability.
+- **Visual Cues**: Includes clear labels and button text to guide users through the bidding process.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: All elements are accessible via keyboard, allowing users with mobility impairments to navigate and use the component.
+- **Screen Reader Compatibility**: The input fields and buttons are labeled clearly for screen readers, aiding visually impaired users.
+- **High Contrast**: Text and interactive elements have high contrast against the background, making them easily visible.
+- **Descriptive Labels**: All elements have descriptive labels to ensure users understand their purpose and functionality.
+
+#### 6. Error Handling
+The "Place a Bid" component includes several mechanisms for handling errors and providing feedback to users:
+- **Input Validation**: Ensures that the issue link and bid amount are valid before submission.
+- **Error Messages**: Displays clear error messages if the link is invalid or if the bid amount is not entered correctly.
+- **Feedback**: Provides feedback to users upon successful bid submission or if there are any issues with the process.
+
+#### 7. Performance
+The component is designed with several features to enhance performance and user experience:
+- **Optimized Loading**: Ensures quick retrieval of issue details when the "Fetch" button is clicked.
+- **Responsive Design**: Adapts to different screen sizes and devices, providing a consistent experience across desktops, tablets, and mobile devices.
+- **Efficient Data Handling**: Utilizes efficient methods to fetch and submit data, minimizing wait times.
+- **Scalability**: Designed to handle multiple bids and submissions, maintaining performance even with a high volume of users.
diff --git a/website/documents/BltReportBugPage.md b/website/documents/BltReportBugPage.md
new file mode 100644
index 000000000..546b68f2b
--- /dev/null
+++ b/website/documents/BltReportBugPage.md
@@ -0,0 +1,63 @@
+### Detailed Description of the "Bug Report Form" UI Component and the url path is "https://blt.owasp.org/report/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The Bug Report Form in the OWASP Bug Logging Tool (BLT) application is designed to facilitate the submission of detailed bug reports by users. Its primary purpose is to collect all necessary information regarding a bug or issue found on a website, enabling accurate tracking, verification, and resolution. The form supports a structured approach to reporting, ensuring that all relevant details are captured systematically.
+
+#### 2. User Interaction
+Users interact with the Bug Report Form through a series of steps designed to capture comprehensive information about the bug. The process is straightforward and user-friendly, allowing even those with minimal technical knowledge to submit detailed reports. Here are the steps involved:
+
+1. **Enter Domain URL**: The user inputs the URL of the website where the bug was encountered in the "Domain URL" field. This is crucial for pinpointing the exact location of the issue.
+2. **Check for Duplicates**: Users can click the "Check for Duplicates" button to ensure the bug hasn't already been reported, reducing redundancy and improving efficiency.
+3. **Fill in the Bug Title**: A concise and descriptive title is entered in the "Bug Title" field, summarizing the nature of the bug.
+4. **Select Bug Type**: The user selects the appropriate category for the bug from the "Bug Type" dropdown menu, which helps in classifying and prioritizing the issue.
+5. **Choose Bug Hunt Option**: Users can select "Report Independently" or choose from a list of active bug hunts they are participating in, using the "Bug Hunt" dropdown.
+6. **Upload Screenshots**: Users can upload screenshots to illustrate the bug. This is done by dragging and dropping images into the "Upload screenshots" area or by pasting images directly. The form supports PNG, JPG, and GIF formats, with a limit of up to five images.
+7. **Enter CVE ID**: If the bug is a known vulnerability, users can enter the Common Vulnerabilities and Exposures (CVE) ID in the "CVE ID" field. This helps in referencing standardized information.
+8. **Describe the Bug**: In the "Bug Description" section, users provide a detailed description of the bug. The markdown editor allows for text formatting, adding images, and embedding links. Users can preview their input to ensure clarity and completeness.
+9. **Add Team Members**: Users can add email addresses of team members who are also involved in the bug hunt. This is done in the "Add Team Members" section, enhancing collaboration.
+10. **Complete CAPTCHA**: To validate the submission, users must solve a CAPTCHA challenge, which prevents automated submissions and ensures security.
+11. **Submit the Report**: Finally, users click the "Report" button to submit their bug report. There is also a "Cancel" button to discard the report if needed.
+
+#### 3. Key Elements
+- **Domain URL Field**: An input field where users enter the URL of the website affected by the bug.
+- **Check for Duplicates Button**: A button to check if the bug has already been reported.
+- **Bug Title Field**: A text input field for entering a concise title for the bug.
+- **Bug Type Dropdown**: A dropdown menu for selecting the category of the bug (e.g., General, Security, Performance).
+- **Bug Hunt Dropdown**: Options for reporting independently or as part of a bug hunt.
+- **Screenshot Upload Section**: An area for uploading or pasting screenshots to provide visual evidence of the bug.
+- **CVE ID Field**: An optional input field for entering a CVE ID.
+- **Bug Description Editor**: A markdown editor with formatting options like bold, italic, adding images, and links, and a preview button.
+- **Add Team Members Section**: A field to add email addresses of team members.
+- **CAPTCHA Validation**: A CAPTCHA challenge to validate the submission.
+- **Submission Button**: The "Report" button to submit the bug report and a "Cancel" button to discard it.
+
+#### 4. Visual Design
+The visual design of the Bug Report Form is clean, structured, and user-friendly, facilitating ease of use and ensuring that all necessary information is captured effectively.
+
+- **Layout**: The form is organized into distinct sections for entering different types of information. Each section is clearly labeled, making it easy for users to understand what information is required.
+- **Color Scheme**: The form uses a color scheme of red, white, and grey, consistent with the overall branding of the BLT application. Important elements like buttons and error messages are highlighted in red to draw attention.
+- **Typography**: Modern and readable fonts are used throughout the form, ensuring that all text is clear and legible.
+- **Visual Cues**: Icons and placeholders guide users on what information to enter in each field. The form also uses visual indicators like asterisks to mark required fields.
+
+#### 5. Accessibility Features
+The Bug Report Form includes several features designed to improve accessibility for users with disabilities:
+
+- **Keyboard Navigation**: All form elements are accessible via keyboard shortcuts, allowing users with mobility impairments to fill out the form without using a mouse.
+- **Screen Reader Compatibility**: The form is compatible with screen readers, which read out the text and labels to visually impaired users, helping them navigate and fill out the form.
+- **High Contrast**: The text and interactive elements have high contrast against the background, making it easier for users with visual impairments to read the content.
+- **Descriptive Labels**: All input fields have clear and descriptive labels, ensuring that users understand what information is required.
+
+#### 6. Error Handling
+The Bug Report Form has robust error handling mechanisms to ensure that users provide the correct information and are informed of any issues during the submission process:
+
+- **Real-Time Validation**: As users fill out the form, input fields validate the data in real-time. For example, if the domain URL is not in the correct format, an error message is displayed immediately.
+- **Error Messages**: Clear and concise error messages are displayed next to the relevant fields, guiding users to correct their input. For instance, if a required field is left blank, an error message will indicate that the field is mandatory.
+- **Submission Errors**: If there are issues during the submission process, such as a server error or network issue, a general error message is displayed at the top of the form. Users are provided with steps to resolve the issue or retry the submission.
+
+#### 7. Performance
+The Bug Report Form is designed to enhance performance and user experience through various features:
+
+- **Optimized Loading**: The form is designed to load quickly, with asynchronous loading of non-critical elements. This ensures that users can start filling out the form without waiting for all elements to load.
+- **Responsive Design**: The form is fully responsive, adapting to different screen sizes and devices. This ensures that users can easily fill out the form on desktops, tablets, and mobile devices.
+- **Lazy Loading**: Images and other non-critical elements are loaded as needed, reducing the initial load time and improving the overall responsiveness of the form.
+- **Form Persistence**: The form saves users' inputs temporarily, so they do not lose information if they accidentally navigate away from the form before submitting. This feature enhances user experience by preventing data loss.
diff --git a/website/documents/BltSignUpPage.md b/website/documents/BltSignUpPage.md
new file mode 100644
index 000000000..f17720d89
--- /dev/null
+++ b/website/documents/BltSignUpPage.md
@@ -0,0 +1,44 @@
+### Detailed Description of the "Sign Up Page" UI Component and the url path is "https://blt.owasp.org/accounts/signup/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The Sign Up Page of the OWASP Bug Logging Tool (BLT) application is designed to facilitate the registration of new users. Its primary purpose is to collect the necessary information from users to create a new account on the platform. This process ensures that only authorized users can access the BLT application, enabling them to report issues, participate in bug bounties, and interact with the community.
+
+#### 2. User Interaction
+Users interact with the Sign Up Page through a series of steps:
+1. **Entering Details**: Users input their desired username, email address, password, and confirm their password in the respective fields.
+2. **Reading Terms and Conditions**: Users are encouraged to read the terms and conditions before proceeding with the registration.
+3. **Submitting the Form**: Clicking the "Sign Up" button submits the entered information to create a new account.
+4. **Navigating to Login**: Existing users can click the "Login!" link to navigate to the login page.
+
+#### 3. Key Elements
+- **Username Field**: A text input field where users enter their desired username.
+- **Email Field**: A text input field for the user's email address.
+- **Password Field**: A secure text input field for the user's password.
+- **Confirm Password Field**: A secure text input field to re-enter the password for confirmation.
+- **Terms and Conditions Link**: A link to read the terms and conditions of using the BLT application.
+- **Sign Up Button**: A button that submits the form to create a new account.
+- **Login Link**: A link that redirects existing users to the login page.
+
+#### 4. Visual Design
+- **Layout**: The page is divided into two main sections: the left section provides information about BLT, while the right section contains the sign-up form.
+- **Color Scheme**: The page uses a consistent color scheme with red, white, and grey tones, which aligns with the overall branding of the BLT application. Red is used for buttons and key elements to draw attention.
+- **Typography**: The fonts are modern and easy to read, ensuring that all text elements are clear and legible.
+- **Visual Cues**: Placeholders in the input fields and descriptive labels guide users on what information to enter in each field.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: Users can navigate through the form using keyboard shortcuts, allowing those with mobility impairments to fill out the form without using a mouse.
+- **Screen Reader Compatibility**: All form elements are compatible with screen readers, which read out the text and labels to visually impaired users, helping them navigate and fill out the form.
+- **High Contrast**: The text and interactive elements have high contrast against the background, making it easier for users with visual impairments to read the content.
+- **Descriptive Labels**: All input fields have clear and descriptive labels, ensuring that users understand what information is required.
+
+#### 6. Error Handling
+The Sign Up Page includes robust error handling mechanisms to ensure that users provide the correct information and are informed of any issues during the registration process:
+- **Input Validation**: As users fill out the form, input fields validate the data in real-time. For example, if the email format is incorrect or the passwords do not match, an error message is displayed immediately.
+- **Error Messages**: Clear and concise error messages are displayed next to the relevant fields, guiding users to correct their input. For instance, if the entered email is already in use, an error message will indicate this and prompt the user to enter a different email.
+- **Password Strength**: If the password does not meet the security criteria, an error message provides feedback on how to create a stronger password.
+
+#### 7. Performance
+Several features of the Sign Up Page enhance performance and user experience:
+- **Optimized Loading**: The page is designed to load quickly, allowing users to start entering their information without waiting for all elements to load.
+- **Responsive Design**: The form is fully responsive, adapting to different screen sizes and devices. This ensures that users can easily register on desktops, tablets, and mobile devices.
+- **Form Persistence**: If users accidentally navigate away from the page, their entered information is temporarily saved, preventing data loss and enhancing the user experience by reducing the need to re-enter information.
\ No newline at end of file
diff --git a/website/documents/BltStartaBughunt.md b/website/documents/BltStartaBughunt.md
new file mode 100644
index 000000000..ec6a3a7aa
--- /dev/null
+++ b/website/documents/BltStartaBughunt.md
@@ -0,0 +1,46 @@
+### Detailed Description of the "Start a Bughunt" UI Component and the url path is "https://blt.owasp.org/hunt/"
+
+#### 1. **Component Overview**
+The "Start a Bughunt" UI component is designed to allow users to initiate a bug hunt within the OWASP Bug Logging Tool (BLT) application. Its primary functionalities include capturing details about the bug hunt, such as the name, URL, file uploads, and setting the prize amount for the bug hunters. This component is crucial for organizations and individuals looking to find and fix bugs in their software by incentivizing external testers.
+
+#### 2. **User Interaction**
+Users interact with this component by filling out a form to start a new bug hunt. The steps involved are as follows:
+1. Enter the name of the bug hunt.
+2. Provide the URL or application name or GPS location related to the issue.
+3. Upload relevant files that may help in identifying or describing the bug.
+4. Optionally, add further descriptions.
+5. Select a subscription plan if applicable.
+6. Set the prize amount for the successful bug hunter using a slider.
+7. Click the "Start Bughunt!" button to submit the form and initiate the bug hunt.
+
+#### 3. **Key Elements**
+- **Name of the Bughunt Field**: An input field where users enter the name of the bug hunt.
+- **URL Field**: An input field for the URL or app name.
+- **File Upload Button**: A button that allows users to upload files relevant to the bug hunt.
+- **Description Field**: A text area for users to provide additional details about the bug hunt.
+- **Subscription Plan Dropdown**: A dropdown menu for selecting the subscription plan.
+- **Prize Amount Slider**: A slider to set the amount of prize money awarded to the successful bug hunter.
+- **Start Bughunt Button**: A button to submit the form and start the bug hunt.
+
+#### 4. **Visual Design**
+- **Layout**: The layout is straightforward, with fields stacked vertically. The form is positioned on the right side of the page, with clear labels and input areas.
+- **Color Scheme**: The color scheme primarily includes red, white, and black. Red is used for labels and buttons, which draws attention to important actions and fields.
+- **Typography**: The typography is clean and readable, with sans-serif fonts used for labels and input fields. Bold text highlights important labels and actions.
+- **Visual Cues**: Icons are used next to the labels to provide a visual representation of the input field's purpose. The "Start Bughunt!" button is prominently displayed in red, indicating it is the primary action.
+
+#### 5. **Accessibility Features**
+- **Keyboard Navigation**: The form is fully navigable using the keyboard. Users can tab through the input fields and buttons.
+- **Screen Reader Support**: Labels and input fields are properly associated, making it accessible for users relying on screen readers.
+- **Contrast**: The color contrast between text and background is sufficient to be readable for users with visual impairments.
+- **Alt Text for Icons**: Icons have appropriate alt text for screen reader users.
+
+#### 6. **Error Handling**
+- **Validation Messages**: If a required field is left empty or incorrectly filled, the form displays validation messages in red, prompting the user to correct the errors before submission.
+- **File Upload Errors**: If there is an issue with the file upload, such as unsupported file type or size limit, an error message is displayed.
+- **Submission Errors**: In case of submission failures, a general error message is shown, informing the user to retry or contact support.
+
+#### 7. **Performance**
+- **Responsive Design**: The form is designed to be responsive, ensuring it works well on various devices, including desktops, tablets, and smartphones.
+- **Fast Load Time**: The component is optimized for fast load times, ensuring a smooth user experience even on slower internet connections.
+- **Client-Side Validation**: Basic form validation is performed on the client side, reducing the need for server round trips and enhancing performance.
+- **Efficient File Upload**: The file upload mechanism is efficient, allowing users to drag and drop files or click to upload, with progress indicators for larger files.
\ No newline at end of file
diff --git a/website/documents/BltStats.md b/website/documents/BltStats.md
new file mode 100644
index 000000000..8f5a9f6c1
--- /dev/null
+++ b/website/documents/BltStats.md
@@ -0,0 +1,46 @@
+### Detailed Description of the "Stats" UI Component and the url path is "https://blt.owasp.org/stats/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The "Stats" UI component in the OWASP Bug Logging Tool (BLT) application provides a comprehensive overview of the application's key statistics. This component displays aggregated data such as the total number of bugs, users, domains, extension users, and bug hunts. Additionally, it includes visual representations of monthly summaries, signups, and issue distribution. The primary functionality of this component is to present users with important metrics and trends related to the application's usage and activity.
+
+#### 2. User Interaction
+Users interact with the Stats component through the following steps:
+1. **Viewing Statistics**: Users can see the high-level statistics displayed at the top of the page, including the total number of bugs, users, domains, extension users, and bug hunts.
+2. **Analyzing Graphs**: Users can analyze monthly summaries, signups, and issue distributions through the graphical representations provided.
+3. **Detailed Insights**: Users can hover over or click on different parts of the graphs to see more detailed data points and insights.
+
+#### 3. Key Elements
+- **High-Level Stats**: Displays the total number of bugs, users, domains, extension users, and bug hunts with distinct color-coded boxes for quick reference.
+  - **Bugs**: Shows the total number of bugs reported.
+  - **Users**: Indicates the total number of registered users.
+  - **Domains**: Displays the number of domains involved.
+  - **Extension Users**: Shows the number of users utilizing the browser extension.
+  - **Bug Hunts**: Indicates the total number of bug hunts conducted.
+- **Monthly Summary Graph**: A bar chart representing the monthly activity, showcasing the number of activities per month.
+- **Monthly Signups Graph**: A bar chart displaying the number of user signups per month.
+- **Issue Distribution Chart**: A donut chart showing the distribution of issues by category, such as general, security, performance, and more.
+
+#### 4. Visual Design
+- **Layout**: The layout features a top section with high-level stats followed by graphical representations of monthly summaries, signups, and issue distribution. The navigation sidebar is on the left, while the main content area displays the stats.
+- **Color Scheme**: The design uses a consistent color scheme with blue, green, red, purple, and orange tones for the stats boxes, and various pastel colors for the charts to ensure clarity and visual appeal.
+- **Typography**: Modern, readable fonts are used for headers, body text, and labels, ensuring clarity and ease of reading.
+- **Visual Cues**: The graphs and charts include labels, legends, and hover effects to provide additional context and make the data easily interpretable.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: All interactive elements can be accessed and operated via keyboard shortcuts, allowing users with mobility impairments to navigate and use the component.
+- **Screen Reader Compatibility**: The stats boxes, graphs, and charts are labeled clearly to be compatible with screen readers, aiding visually impaired users in understanding and interacting with the component.
+- **High Contrast**: Text and interactive elements have high contrast against the background, making it easier for users with visual impairments to read the content.
+- **Descriptive Labels**: All interactive elements have clear and descriptive labels to ensure users understand their purpose and functionality.
+
+#### 6. Error Handling
+The Stats component includes mechanisms to handle errors and provide feedback to users:
+- **Error Messages**: If an error occurs while loading the statistics or graphs, clear and concise error messages are displayed to inform the user and provide steps to resolve the issue.
+- **Fallback Content**: If the stats data fails to load, the page provides fallback messages or placeholders, ensuring that the user experience is not significantly disrupted.
+- **Data Validation**: Ensures that the data displayed is accurate and up-to-date, with regular updates to reflect the latest statistics.
+
+#### 7. Performance
+The component is designed with several features to enhance performance and user experience:
+- **Optimized Loading**: The page is optimized to load quickly, allowing users to access the statistics without delay.
+- **Responsive Design**: The layout is fully responsive, adapting to different screen sizes and devices to ensure a consistent and accessible experience across desktops, tablets, and mobile devices.
+- **Efficient Data Retrieval**: Uses efficient data retrieval techniques to fetch and display statistics quickly, minimizing wait times and enhancing user satisfaction.
+- **Scalability**: The component is designed to handle a large amount of statistical data, maintaining performance and user experience even with extensive content.
\ No newline at end of file
diff --git a/website/documents/BltTerms.md b/website/documents/BltTerms.md
new file mode 100644
index 000000000..7665b8a9e
--- /dev/null
+++ b/website/documents/BltTerms.md
@@ -0,0 +1,94 @@
+Terms and Conditions
+By using the blt.owasp.org web site ("Service"), or any services of BLT ("BLT"), you are agreeing to be bound by the following terms and conditions ("Terms of Service"). IF YOU ARE ENTERING INTO THIS AGREEMENT ON BEHALF OF A COMPANY OR OTHER LEGAL ENTITY, YOU REPRESENT THAT YOU HAVE THE AUTHORITY TO BIND SUCH ENTITY, ITS AFFILIATES AND ALL USERS WHO ACCESS OUR SERVICES THROUGH YOUR ACCOUNT TO THESE TERMS AND CONDITIONS, IN WHICH CASE THE TERMS "YOU" OR "YOUR" SHALL REFER TO SUCH ENTITY, ITS AFFILIATES AND USERS ASSOCIATED WITH IT. IF YOU DO NOT HAVE SUCH AUTHORITY, OR IF YOU DO NOT AGREE WITH THESE TERMS AND CONDITIONS, YOU MUST NOT ACCEPT THIS AGREEMENT AND MAY NOT USE THE SERVICES.
+
+Please note that if you are accessing any BLT service in your capacity as a government entity, there are special terms that may apply to you.
+
+If BLT makes material changes to these Terms, we will notify you by email or by posting a notice on our site before the changes are effective. Any new features that augment or enhance the current Service, including the release of new tools and resources, shall be subject to the Terms of Service. Continued use of the Service after any such changes shall constitute your consent to such changes. You can review the most current version of the Terms of Service at any time at: http://blt.owasp.org/terms
+
+Violation of any of the terms below will result in the termination of your Account. While BLT prohibits such conduct and Content on the Service, you understand and agree that BLT cannot be responsible for the Content posted on the Service and you nonetheless may be exposed to such materials. You agree to use the Service at your own risk.
+
+You must be 13 years or older to use this Service.
+
+You must be a human. Accounts registered by "bots" or other automated methods are not permitted.
+
+You must provide your legal full name, a valid email address, and any other information requested in order to complete the signup process.
+
+Your login may only be used by one person - a single login shared by multiple people is not permitted. You may create separate logins for as many people as your plan allows.
+
+You are responsible for maintaining the security of your account and password. BLT cannot and will not be liable for any loss or damage from your failure to comply with this security obligation.
+
+You are responsible for all Content posted and activity that occurs under your account (even when Content is posted by others who have accounts under your account).
+
+One person or legal entity may not maintain more than one free account.
+
+You may not use the Service for any illegal or unauthorized purpose. You must not, in the use of the Service, violate any laws in your jurisdiction (including but not limited to copyright or trademark laws).
+
+
+Customers may access their BLT account data via an API (Application Program Interface). Any use of the API, including use of the API through a third-party product that accesses BLT, is bound by these Terms of Service plus the following specific terms:
+
+You expressly understand and agree that BLT shall not be liable for any direct, indirect, incidental, special, consequential or exemplary damages, including but not limited to, damages for loss of profits, goodwill, use, data or other intangible losses (even if BLT has been advised of the possibility of such damages), resulting from your use of the API or third-party products that access data via the API.
+
+Abuse or excessively frequent requests to BLT via the API may result in the temporary or permanent suspension of your account's access to the API. BLT, in its sole discretion, will determine abuse or excessive usage of the API. BLT will make a reasonable attempt via email to warn the account owner prior to suspension.
+
+BLT reserves the right at any time to modify or discontinue, temporarily or permanently, your access to the API (or any part thereof) with or without notice.
+
+
+
+All paid plans must enter a valid credit card. Free accounts are not required to provide a credit card number.
+
+An upgrade from the free plan to any paying plan will immediately bill you.
+For monthly payment plans, the Service is billed in advance on a monthly basis and is non-refundable. There will be no refunds or credits for partial months of service, upgrade/downgrade refunds, or refunds for months unused with an open account. In order to treat everyone equally, no exceptions will be made.
+
+All fees are exclusive of all taxes, levies, or duties imposed by taxing authorities, and you shall be responsible for payment of all such taxes, levies, or duties, excluding only United States (federal or state) taxes.
+
+For any upgrade or downgrade in plan level while on a monthly billing cycle, the credit card that you provided will automatically be charged the new rate on your next billing cycle.
+For upgrades or downgrades while on a yearly plan, BLT will immediately charge or refund the difference in plan cost, prorated for the remaining time in your yearly billing cycle.
+
+Downgrading your Service may cause the loss of Content, features, or capacity of your Account. BLT does not accept any liability for such loss.
+
+
+
+You are solely responsible for properly canceling your account. An email or phone request to cancel your account is not considered cancellation. You can cancel your account at any time by clicking on the Account link in the global navigation bar at the top of the screen. The Account screen provides a simple no questions asked cancellation link.
+All of your Content will be immediately deleted from the Service upon cancellation. This information can not be recovered once your account is cancelled.
+
+If you cancel the Service before the end of your current paid up month, your cancellation will take effect immediately and you will not be charged again.
+
+BLT, in its sole discretion, has the right to suspend or terminate your account and refuse any and all current or future use of the Service, or any other BLT service, for any reason at any time. Such termination of the Service will result in the deactivation or deletion of your Account or your access to your Account, and the forfeiture and relinquishment of all Content in your Account. BLT reserves the right to refuse service to anyone for any reason at any time.
+
+
+
+We claim no intellectual property rights over the material you provide to the Service. Your profile and materials uploaded remain yours. However, by setting your pages to be viewed publicly, you agree to allow others to view your Content. By setting your repositories to be viewed publicly, you agree to allow others to view and fork your repositories.
+
+BLT does not pre-screen Content, but BLT and its designee have the right (but not the obligation) in their sole discretion to refuse or remove any Content that is available via the Service.
+
+You shall defend BLT against any claim, demand, suit or proceeding made or brought against BLT by a third party alleging that Your Content, or Your use of the Service in violation of this Agreement, infringes or misappropriates the intellectual property rights of a third party or violates applicable law, and shall indemnify BLT for any damages finally awarded against, and for reasonable attorney’s fees incurred by, BLT in connection with any such claim, demand, suit or proceeding; provided, that BLT (a) promptly gives You written notice of the claim, demand, suit or proceeding; (b) gives You sole control of the defense and settlement of the claim, demand, suit or proceeding (provided that You may not settle any claim, demand, suit or proceeding unless the settlement unconditionally releases BLT of all liability); and (c) provides to You all reasonable assistance, at Your expense.
+
+
+
+Your use of the Service is at your sole risk. The service is provided on an "as is" and "as available" basis.
+
+Support for BLT services is only available in English, via email.
+
+You understand that BLT uses third party vendors and hosting partners to provide the necessary hardware, software, networking, storage, and related technology required to run the Service.
+
+You must not modify, adapt or hack the Service or modify another website so as to falsely imply that it is associated with the Service, BLT, or any other BLT service.
+
+We may, but have no obligation to, remove Content and Accounts containing Content that we determine in our sole discretion are unlawful, offensive, threatening, libelous, defamatory, pornographic, obscene or otherwise objectionable or violates any party's intellectual property or these Terms of Service.
+
+Verbal, physical, written or other abuse (including threats of abuse or retribution) of any BLT customer, employee, member, or officer will result in immediate account termination.
+
+You understand that the technical processing and transmission of the Service, including your Content, may be transfered unencrypted and involve (a) transmissions over various networks; and (b) changes to conform and adapt to technical requirements of connecting networks or devices.
+
+You must not upload, post, host, or transmit unsolicited email, SMSs, or "spam" messages.
+
+You must not transmit any worms or viruses or any code of a destructive nature.
+
+If your bandwidth usage significantly exceeds the average bandwidth usage (as determined solely by BLT) of other BLT customers, we reserve the right to immediately disable your account or throttle your file hosting until you can reduce your bandwidth consumption.
+
+BLT does not warrant that (i) the service will meet your specific requirements, (ii) the service will be uninterrupted, timely, secure, or error-free, (iii) the results that may be obtained from the use of the service will be accurate or reliable, (iv) the quality of any products, services, information, or other material purchased or obtained by you through the service will meet your expectations, and (v) any errors in the Service will be corrected.
+
+You expressly understand and agree that BLT shall not be liable for any direct, indirect, incidental, special, consequential or exemplary damages, including but not limited to, damages for loss of profits, goodwill, use, data or other intangible losses (even if BLT has been advised of the possibility of such damages), resulting from: (i) the use or the inability to use the service; (ii) the cost of procurement of substitute goods and services resulting from any goods, data, information or services purchased or obtained or messages received or transactions entered into through or from the service; (iii) unauthorized access to or alteration of your transmissions or data; (iv) statements or conduct of any third party on the service; (v) or any other matter relating to the service.
+
+The failure of BLT to exercise or enforce any right or provision of the Terms of Service shall not constitute a waiver of such right or provision. The Terms of Service constitutes the entire agreement between you and BLT and govern your use of the Service, superseding any prior agreements between you and BLT (including, but not limited to, any prior versions of the Terms of Service). You agree that these Terms of Service and Your use of the Service are governed under California law.
+
+Questions about the Terms of Service should be sent to blt-support@owasp.org.
\ No newline at end of file
diff --git a/website/documents/BltTrademarksSearch.md b/website/documents/BltTrademarksSearch.md
new file mode 100644
index 000000000..7f54cf57e
--- /dev/null
+++ b/website/documents/BltTrademarksSearch.md
@@ -0,0 +1,39 @@
+### Detailed Description of the "Trademarks Search" UI Component and the url path is "https://blt.owasp.org/trademarks/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The "Trademarks Search" UI component in the OWASP Bug Logging Tool (BLT) application allows users to search for trademark information. Its primary purpose is to fetch and display data from the United States Patent and Trademark Office, aiding users in verifying trademarks and ensuring compliance with trademark laws.
+
+#### 2. User Interaction
+Users interact with the Trademarks Search component through the following steps:
+1. **Entering Search Query**: Users type their search terms into the input field labeled "Search...".
+2. **Initiating Search**: Users click the "Search" button to submit their query.
+3. **Viewing Results**: The application retrieves and displays trademark information based on the search query.
+
+#### 3. Key Elements
+- **Search Input Field**: A text input field where users enter their search terms.
+- **Search Button**: A button that users click to initiate the search process.
+- **Results Display**: Although not visible in the image, this would be the section where search results are displayed after a query is submitted.
+
+#### 4. Visual Design
+- **Layout**: The component is centered on the page, with the search input field and button prominently displayed. The left sidebar contains navigation links to other parts of the application.
+- **Color Scheme**: The component uses a red, white, and grey color scheme, consistent with the BLT branding. Red is used for the search button and headings to draw attention.
+- **Typography**: Modern, readable fonts are used for all text elements, ensuring clarity and ease of reading.
+- **Visual Cues**: The search button and input field have clear, distinct designs to indicate their interactive nature.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: All interactive elements can be accessed and operated via keyboard shortcuts, allowing users with mobility impairments to navigate and use the search functionality.
+- **Screen Reader Compatibility**: The input field and button are labeled clearly to be compatible with screen readers, aiding visually impaired users in understanding and interacting with the component.
+- **High Contrast**: The text and interactive elements have high contrast against the background, making it easier for users with visual impairments to read the content.
+- **Descriptive Labels**: All interactive elements have clear and descriptive labels to ensure users understand their purpose and functionality.
+
+#### 6. Error Handling
+The Trademarks Search component includes mechanisms to handle errors and provide feedback to users:
+- **Input Validation**: Ensures that users enter valid search terms before submitting a query.
+- **Error Messages**: If an error occurs during the search process, clear and concise error messages are displayed to inform the user and provide steps to resolve the issue.
+- **No Results Found**: Provides feedback when no trademarks match the search query, prompting the user to refine their search terms.
+
+#### 7. Performance
+The component is designed with several features to enhance performance and user experience:
+- **Optimized Loading**: The page is optimized to load quickly, allowing users to start searching without delay.
+- **Responsive Design**: The layout is fully responsive, adapting to different screen sizes and devices to ensure a consistent and accessible experience across desktops, tablets, and mobile devices.
+- **Efficient Data Retrieval**: Uses efficient data retrieval techniques to fetch and display trademark information quickly, minimizing wait times and enhancing user satisfaction.
\ No newline at end of file
diff --git a/website/documents/BltTrademarksSearchResults.md b/website/documents/BltTrademarksSearchResults.md
new file mode 100644
index 000000000..dbfdccca0
--- /dev/null
+++ b/website/documents/BltTrademarksSearchResults.md
@@ -0,0 +1,42 @@
+### Detailed Description of the "Trademarks Search Results" UI Component and the url path is "https://blt.owasp.org/trademarks/query={company_name}/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The "Trademarks Search Results" UI component displays the results of a trademark search query. It retrieves data from the United States Patent and Trademark Office to show detailed information about trademarks matching the user's search criteria. The primary functionalities include listing the search results, providing detailed trademark information, and allowing users to view individual trademark registrations.
+
+#### 2. User Interaction
+Users interact with this component by:
+1. **Entering a Search Query**: Users type their search term into the input field and click the search button.
+2. **Viewing Search Results**: The component displays a list of trademarks matching the query, with key information for each trademark.
+3. **Accessing Detailed Information**: Users can click on individual trademarks to view detailed registration information.
+
+#### 3. Key Elements
+- **Search Input Field**: Allows users to enter their search terms.
+- **Search Button**: Submits the search query.
+- **Results Header**: Displays the number of results found for the query.
+- **Results Table**: Lists the search results with columns for trademark name, registration number, serial number, filing date, registration date, expiry date, owner label, owner name, owner address, and labels indicating the status of the trademark.
+- **View/Register Button**: Allows users to view more details about a specific trademark.
+
+#### 4. Visual Design
+- **Layout**: The layout is a structured table format with the navigation sidebar on the left and the main content area displaying the search results.
+- **Color Scheme**: The design uses red, white, and grey tones, consistent with the BLT branding. Important elements like the search button and labels use green for live/registered status.
+- **Typography**: Modern, readable fonts are used for all text elements, ensuring clarity and ease of reading.
+- **Visual Cues**: Interactive elements like the search button and "View/Register" buttons are highlighted with color and hover effects to indicate interactivity.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: All interactive elements can be accessed and operated via keyboard shortcuts, allowing users with mobility impairments to navigate and use the search functionality.
+- **Screen Reader Compatibility**: The input field, search button, and results table are labeled clearly to be compatible with screen readers, aiding visually impaired users in understanding and interacting with the component.
+- **High Contrast**: Text and interactive elements have high contrast against the background, making it easier for users with visual impairments to read the content.
+- **Descriptive Labels**: All interactive elements have clear and descriptive labels to ensure users understand their purpose and functionality.
+
+#### 6. Error Handling
+The Trademarks Search Results component includes mechanisms to handle errors and provide feedback to users:
+- **Input Validation**: Ensures that users enter valid search terms before submitting a query.
+- **Error Messages**: If an error occurs during the search process, clear and concise error messages are displayed to inform the user and provide steps to resolve the issue.
+- **No Results Found**: Provides feedback when no trademarks match the search query, prompting the user to refine their search terms.
+
+#### 7. Performance
+The component is designed with several features to enhance performance and user experience:
+- **Optimized Loading**: The page is optimized to load quickly, allowing users to view search results without delay.
+- **Responsive Design**: The layout is fully responsive, adapting to different screen sizes and devices to ensure a consistent and accessible experience across desktops, tablets, and mobile devices.
+- **Efficient Data Retrieval**: Uses efficient data retrieval techniques to fetch and display trademark information quickly, minimizing wait times and enhancing user satisfaction.
+- **Pagination**: Ensures efficient navigation through multiple pages of results, maintaining performance and user experience even with large datasets.
\ No newline at end of file
diff --git a/website/documents/BltUserProfile.md b/website/documents/BltUserProfile.md
new file mode 100644
index 000000000..cb165c8de
--- /dev/null
+++ b/website/documents/BltUserProfile.md
@@ -0,0 +1,35 @@
+**Component Overview**:
+The profile page on the BugLog Tool (BLT) platform, accessible at `https://blt.owasp.org/profile/{user_name}/`, serves as a comprehensive dashboard for individual users. Its primary functionalities include displaying user information, activity, bug reports, and interaction options like sending tips or editing profile details.
+
+**User Interaction**:
+Users interact with this component by viewing their profile information, editing details, checking their bug reporting statistics, and monitoring their activities. Key interactions include uploading a profile picture, entering a Bitcoin address for tips, viewing different categories of bug reports, and accessing options to hide issues or delete the account.
+
+**Key Elements**:
+1. **Profile Picture Upload**: Allows users to upload a profile picture via a "Choose File" button. The picture is displayed prominently at the top left.
+2. **User Information**: Displays the user's name and various statistics such as the number of bugs reported, points earned, open issues, and closed issues.
+3. **Tabs (Stats, Followers, Following, Bookmarks)**: Users can switch between these tabs to view different sets of data related to their profile and activities.
+4. **Bug Reporting Statistics**: Categorizes reported bugs into General, Number, Functional, Performance, Security, Typo, and Design.
+5. **Bitcoin Address Entry**: Users can enter their Bitcoin address to receive tips.
+6. **Send a Tip Button**: Allows other users to send tips for valuable contributions.
+7. **Delete Account Button**: Provides the option to delete the user’s account from the platform.
+8. **Activity and Top Bug Findings**: Displays the user's recent activities and top bug findings.
+
+**Visual Design**:
+The layout is clean and straightforward, with a focus on usability. The profile picture and user stats are displayed prominently. The use of bold colors (red, green, blue) for buttons and stats makes key actions and information easily distinguishable. The typography is simple and readable, with clear section headings and well-organized content blocks. Icons are used effectively to represent different bug categories and actions.
+
+**Accessibility Features**:
+1. **Alt Text for Images**: Ensures profile pictures and icons have descriptive alt text for screen readers.
+2. **Keyboard Navigation**: The interface is navigable via keyboard, allowing users to tab through buttons and input fields.
+3. **Color Contrast**: The color scheme provides sufficient contrast to aid users with visual impairments.
+
+**Error Handling**:
+1. **Profile Picture Upload Errors**: Displays error messages if the uploaded file is not in an acceptable format or exceeds the size limit.
+2. **Form Validation**: Ensures that mandatory fields, such as Bitcoin address, are correctly formatted and filled before submission.
+3. **Deletion Confirmation**: Confirms before permanently deleting an account, preventing accidental deletions.
+
+**Performance**:
+1. **Optimized Images**: Profile pictures and other images are optimized for faster loading times.
+2. **Efficient Data Loading**: Data related to user activities and bug reports are fetched asynchronously to enhance page load performance.
+3. **Responsive Design**: The profile page is designed to be responsive, ensuring it works well on both desktop and mobile devices.
+
+Overall, the profile page on BLT is designed to provide users with a comprehensive and user-friendly interface for managing their bug reporting activities and personal information on the platform. The clean layout, accessibility features, and efficient performance optimizations contribute to a positive user experience.
\ No newline at end of file
diff --git a/website/documents/BltWeeklyActivityOfContributor.md b/website/documents/BltWeeklyActivityOfContributor.md
new file mode 100644
index 000000000..252a08ed4
--- /dev/null
+++ b/website/documents/BltWeeklyActivityOfContributor.md
@@ -0,0 +1,44 @@
+### Detailed Description of the "Weekly Activity" UI Component and the url path is "https://blt.owasp.org/contributor-stats/" for the OWASP Bug Logging Tool (BLT) Application
+
+#### 1. Component Overview
+The "Weekly Activity" UI component in the OWASP Bug Logging Tool (BLT) application tracks and displays user activities over the course of a week. Its primary functionalities include providing an overview of user contributions such as commits, issues opened, issues closed, assigned issues, pull requests, and comments. This component helps users and administrators monitor and analyze the productivity and engagement levels of contributors.
+
+#### 2. User Interaction
+Users interact with the Weekly Activity component through the following steps:
+1. **Viewing Activities**: Users can scroll through the list to see their weekly activity summary.
+2. **Analyzing Contributions**: Users can analyze their contributions by examining the different activity metrics displayed in the table.
+3. **Comparing Performance**: Users can compare their activity levels with other contributors to understand their relative performance.
+
+#### 3. Key Elements
+- **Usernames**: Displays the usernames of contributors.
+- **Commits**: Shows the number of commits made by each user within the week.
+- **Issues Opened**: Indicates the number of issues opened by each user.
+- **Issues Closed**: Shows the number of issues closed by each user.
+- **Assigned Issues**: Displays the number of issues assigned to each user.
+- **Pull Requests**: Indicates the number of pull requests submitted by each user.
+- **Comments**: Shows the number of comments made by each user.
+
+#### 4. Visual Design
+- **Layout**: The layout is table-based, with columns for each activity metric and rows for each user. The navigation sidebar is positioned on the left, and the main content area displays the activity table.
+- **Color Scheme**: The design uses a consistent color scheme with red, white, and grey tones, matching the overall BLT branding. Headers and activity metrics use darker shades for contrast.
+- **Typography**: Modern, readable fonts are used for usernames, activity metrics, and other text elements, ensuring clarity and ease of reading.
+- **Visual Cues**: The table headers and rows are clearly delineated with borders and alternating background colors to enhance readability.
+
+#### 5. Accessibility Features
+- **Keyboard Navigation**: All interactive elements can be accessed and operated via keyboard shortcuts, allowing users with mobility impairments to navigate and use the component.
+- **Screen Reader Compatibility**: The table, headers, and activity metrics are labeled clearly to be compatible with screen readers, aiding visually impaired users in understanding and interacting with the component.
+- **High Contrast**: Text and interactive elements have high contrast against the background, making it easier for users with visual impairments to read the content.
+- **Descriptive Labels**: All interactive elements have clear and descriptive labels to ensure users understand their purpose and functionality.
+
+#### 6. Error Handling
+The Weekly Activity component includes mechanisms to handle errors and provide feedback to users:
+- **Data Validation**: Ensures that the data displayed is accurate and up-to-date, with regular updates to reflect the latest user activities.
+- **Error Messages**: If an error occurs while loading the activity data, clear and concise error messages are displayed to inform the user and provide steps to resolve the issue.
+- **Fallback Content**: If activity data fails to load, the page provides fallback messages or placeholders, ensuring that the user experience is not significantly disrupted.
+
+#### 7. Performance
+The component is designed with several features to enhance performance and user experience:
+- **Optimized Loading**: The page is optimized to load quickly, allowing users to view their weekly activity summary without delay.
+- **Responsive Design**: The layout is fully responsive, adapting to different screen sizes and devices to ensure a consistent and accessible experience across desktops, tablets, and mobile devices.
+- **Efficient Data Retrieval**: Uses efficient data retrieval techniques to fetch and display activity data quickly, minimizing wait times and enhancing user satisfaction.
+- **Scalability**: The table is designed to handle a large number of users and activity metrics, maintaining performance and user experience even with extensive data.
\ No newline at end of file
diff --git a/website/management/commands/update_faiss.py b/website/management/commands/update_faiss.py
new file mode 100644
index 000000000..bda01a2df
--- /dev/null
+++ b/website/management/commands/update_faiss.py
@@ -0,0 +1,63 @@
+import os
+from pathlib import Path
+
+from django.core.management.base import BaseCommand
+
+from website.bot import embed_documents_and_save, is_api_key_valid, load_document, split_document
+
+
+class Command(BaseCommand):
+    help = "Update the FAISS database with new documents"
+
+    def handle(self, *args, **kwargs):
+        check_api = is_api_key_valid(os.getenv("OPENAI_API_KEY"))
+        if not check_api:
+            self.stdout.write(self.style.ERROR(check_api))
+            return None
+
+        # Calculate the base directory
+        base_dir = Path(__file__).resolve().parents[3]
+
+        # Set the paths to the website directory, documents, and faiss_index directories
+        website_dir = base_dir / "website"
+        documents_dir = website_dir / "documents"
+        processed_files_path = website_dir / "processed_files.txt"
+
+        # Check if the documents directory exists
+        if not documents_dir.exists():
+            self.stdout.write(
+                self.style.ERROR(f"Documents directory does not exist: {documents_dir}")
+            )
+            return None
+
+        # Load the list of already processed files
+        if processed_files_path.exists():
+            with processed_files_path.open("r") as f:
+                processed_files = set(f.read().splitlines())
+        else:
+            processed_files = set()
+
+        # Load documents and filter out already processed files
+        document_files = [f for f in documents_dir.iterdir() if f.is_file()]
+        new_documents = [f for f in document_files if f.name not in processed_files]
+
+        if not new_documents:
+            self.stdout.write(self.style.WARNING("No new documents to process"))
+            return None
+
+        all_split_docs = []
+        for doc_file in new_documents:
+            document = load_document(doc_file)
+            split_docs = split_document(1000, 100, document)
+            all_split_docs.extend(split_docs)
+
+        # Embed the new documents
+        # embed_documents_and_save(all_split_docs, db_dir=str(faiss_index_dir))
+        embed_documents_and_save(all_split_docs)
+
+        # Update the list of processed files
+        with processed_files_path.open("a") as f:
+            for doc_file in new_documents:
+                f.write(f"{doc_file.name}\n")
+
+        self.stdout.write(self.style.SUCCESS("Documents embedded and saved successfully"))
diff --git a/website/processed_files.txt b/website/processed_files.txt
new file mode 100644
index 000000000..e69de29bb
diff --git a/website/templates/includes/header.html b/website/templates/includes/header.html
index 30237028d..27df1b9a2 100644
--- a/website/templates/includes/header.html
+++ b/website/templates/includes/header.html
@@ -11,6 +11,56 @@
     a {
         color: black;
     }
+    .chatbot {
+        display: none;
+        position: fixed;
+        bottom: 7%;
+        right: 1%;
+        max-width: 400px;
+        width: 100%;
+        background-color: white;
+        border-radius: 12px;
+        box-shadow: 0 4px 15px rgba(0, 0, 0, 0.1);
+        height: 450px; /* Fixed height */
+    }
+    .chat-icon {
+        position: fixed;
+        bottom: 4%;
+        right: 4%;
+        background-color: rgb(209, 16, 16); /* Red color */
+        border-radius: 50%;
+        width: 50px;
+        height: 50px;
+        display: flex;
+        align-items: center;
+        justify-content: center;
+        cursor: pointer;
+        box-shadow: 0 4px 10px rgba(0, 0, 0, 0.1);
+    }
+    .chat-header {
+        background-color: #e11d48; /* Red color */
+        color: white;
+        padding: 12px;
+        border-top-left-radius: 12px;
+        border-top-right-radius: 12px;
+    }
+    .chat-log {
+        max-height: 320px; /* Adjusted height */
+        overflow-y: auto;
+        height: 320px; /* Fixed height */
+    }
+    .loading {
+        display: none;
+        position: fixed;
+        bottom: 100px;
+        right: 10.5%;
+        justify-content: center;
+        align-items: center;
+        padding: 10px;
+        background-color: rgba(255, 255, 255, 0.9); /* Semi-transparent background */
+        border-radius: 12px;
+        box-shadow: 0 4px 15px rgba(0, 0, 0, 0.1);
+    }
 </style>
 <script>
     document.addEventListener('DOMContentLoaded', function () {
@@ -199,3 +249,144 @@
     </div>
 </div>
 </nav>
+<div class="bg-gray-100">
+    <div id="chatbot" class="chatbot">
+        <div class="chat-header flex justify-between items-center">
+            <h3 class="text-xl font-extrabold">Chat with BLT Bot</h3>
+            <button id="closeChatbot" class="text-white text-2xl">×</button>
+        </div>
+        <div class="p-4">
+            <div class="bg-red-100 p-3 rounded-lg mb-2 text-red-700">
+                <p class="text-base">We reply immediately</p>
+            </div>
+            <div id="chat-log" class="chat-log bg-gray-50 p-3 rounded-lg"></div>
+            <div class="flex" id="chat-message-input-container">
+                <input id="chat-message-input"
+                       type="text"
+                       class="flex-grow p-2 border border-gray-300 rounded-l-lg"
+                       placeholder="Enter your message...">
+                <button id="chat-message-submit"
+                        class="bg-red-600 text-white p-2 rounded-md ml-2">Send</button>
+                <button id="chat-message-clear"
+                        class="bg-gray-300 text-black p-2 rounded-md ml-2">Clear</button>
+            </div>
+        </div>
+    </div>
+    <div id="loading" class="loading">
+        <svg class="animate-spin h-5 w-5 text-red-600"
+             xmlns="http://www.w3.org/2000/svg"
+             fill="none"
+             viewBox="0 0 24 24">
+            <circle class="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" stroke-width="4"></circle>
+            <path class="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z">
+            </path>
+        </svg>
+        <span class="ml-2 text-gray-600">Loading...</span>
+    </div>
+    <div id="chatIcon" class="chat-icon z-99999">
+        <svg class="w-10 h-10 text-white"
+             aria-hidden="true"
+             xmlns="http://www.w3.org/2000/svg"
+             width="24"
+             height="24"
+             fill="currentColor"
+             viewBox="0 0 24 24">
+            <path fill-rule="evenodd" d="M3.559 4.544c.355-.35.834-.544 1.33-.544H19.11c.496 0 .975.194 1.33.544.356.35.559.829.559 1.331v9.25c0 .502-.203.981-.559 1.331-.355.35-.834.544-1.33.544H15.5l-2.7 3.6a1 1 0 0 1-1.6 0L8.5 17H4.889c-.496 0-.975-.194-1.33-.544A1.868 1.868 0 0 1 3 15.125v-9.25c0-.502.203-.981.559-1.331ZM7.556 7.5a1 1 0 1 0 0 2h8a1 1 0 0 0 0-2h-8Zm0 3.5a1 1 0 1 0 0 2H12a1 1 0 1 0 0-2H7.556Z" clip-rule="evenodd" />
+        </svg>
+    </div>
+</div>
+<script>
+    document.getElementById('chatIcon').addEventListener('click', function() {
+        document.getElementById('chatbot').style.display = 'block';
+        this.style.display = 'none';
+    });
+
+    document.getElementById('closeChatbot').addEventListener('click', function() {
+        document.getElementById('chatbot').style.display = 'none';
+        document.getElementById('chatIcon').style.display = 'flex';
+    });
+
+    document.addEventListener('DOMContentLoaded', (event) => {
+        const chatLog = document.querySelector('#chat-log');
+        const chatInput = document.querySelector('#chat-message-input');
+        const chatSubmit = document.querySelector('#chat-message-submit');
+        const chatClear = document.querySelector('#chat-message-clear');
+        const chatClose = document.querySelector('#closeChatbot');
+        const loading = document.querySelector('#loading');
+
+        chatSubmit.onclick = function() {
+            const message = chatInput.value;
+            chatInput.value = '';
+            if (message.trim() === "") return;
+
+            // Escape HTML meta-characters in the message
+            const escapedMessage = message.replace(/</g , "&lt;").replace( />/g, "&gt;");
+
+            chatLog.innerHTML += '<div class="bg-red-100 text-red-800 p-2 rounded-lg mb-2">You: ' + escapedMessage + '</div>';
+            loading.style.display = 'flex';
+
+            fetch('/api/chatbot/conversation/', {
+                method: 'POST',
+                headers: {
+                    'Content-Type': 'application/json',
+                },
+                body: JSON.stringify({ question: message }),
+            })
+            .then(response => {
+                if (!response.ok) {
+                    if (response.status === 429) {
+                        throw new Error('Rate limit exceeded');
+                    }
+                    throw new Error('Network response was not ok');
+                }
+                return response.json();
+            })
+            .then(data => {
+                // Escape HTML meta-characters in the response
+                const escapedAnswer = data.answer.replace(/</g , "&lt;").replace( />/g, "&gt;");
+                
+                chatLog.innerHTML += '<div class="bg-gray-100 text-gray-800 p-2 rounded-lg mb-2">Bot: ' + escapedAnswer + '</div>';
+                chatLog.scrollTop = chatLog.scrollHeight;  // Scroll to the bottom
+                loading.style.display = 'none';
+            })
+            .catch((error) => {
+                if (error.message === 'Rate limit exceeded') {
+                    chatLog.innerHTML += '<div class="bg-gray-100 text-gray-800 p-2 rounded-lg mb-2">Bot: The request limit has been reached. Please try again later.</div>';
+                } else {
+                    chatLog.innerHTML += '<div class="bg-gray-100 text-gray-800 p-2 rounded-lg mb-2">Bot: Sorry, I am unable to process your request at the moment. Please try again later.</div>';
+                }
+                chatLog.scrollTop = chatLog.scrollHeight;
+                loading.style.display = 'none';
+            });
+        };
+
+        function clearChat() {
+            loading.style.display = 'flex';
+            fetch('/api/chatbot/conversation/', {
+                method: 'POST',
+                headers: {
+                    'Content-Type': 'application/json',
+                },
+                body: JSON.stringify({ question: "exit" }),
+            })
+            .then(response => response.json())
+            .then(data => {
+                chatLog.innerHTML = '';
+                loading.style.display = 'none';
+            })
+            .catch((error) => {
+                console.error('Error:', error);
+                loading.style.display = 'none';
+            });
+        }
+
+        chatClear.onclick = clearChat;
+        chatClose.onclick = clearChat;
+
+        chatInput.addEventListener('keyup', function(event) {
+            if (event.keyCode === 13) {  // Enter key
+                chatSubmit.click();
+            }
+        });
+    });
+</script>
diff --git a/website/templates/includes/md_editor.html b/website/templates/includes/md_editor.html
index 9480041da..d57712fc6 100644
--- a/website/templates/includes/md_editor.html
+++ b/website/templates/includes/md_editor.html
@@ -40,7 +40,9 @@ <h1 class="text-gray-700 text-2xl font-semibold">BUG DESCRIPTION</h1>
             <textarea id="markdownInput"
                       name="markdown_description"
                       class="flex-1 h-[200px] bg-gray-200 text-2xl resize-none border border-gray-300 rounded-md p-5"
-                      placeholder="Enter your markdown here...">{{ form.markdown_description.value|default:'' }}</textarea>
+                      placeholder="Enter your markdown here..."
+                      required
+                      maxlength="20">{{ form.markdown_description.value|default:'' }}</textarea>
             <div id="previewContainer"
                  class="h-[200px] flex-1 bg-white rounded-md p-4 hidden">
                 <div id="markdownPreview"></div>
diff --git a/website/templates/report.html b/website/templates/report.html
index bfd938ac9..aed41ae91 100644
--- a/website/templates/report.html
+++ b/website/templates/report.html
@@ -53,6 +53,9 @@
             right: 15px;
     }
 
+    #generateLabel{
+        margin-left: 37%;
+    }
     </style>
 {% endblock style %}
 {% block content %}
@@ -166,17 +169,17 @@ <h3 class="text-xl font-bold leading-none text-red-500">Latest Issues</h3>
                     </div>
                     <div class="sm:col-span-1 w-full min-w-[150px]">
                         <label for="label"
-                               class="block text-2xl font-semibold leading-6 text-gray-900">
+                               class="block text-2xl font-semibold leading-6 text-gray-900 hidden">
                             {% trans "BUG TYPE" %}
                         </label>
                         <div class="mt-2">
                             <select name="label"
-                                    id="labelSelect"
                                     required
+                                    id="labelSelect"
                                     data-intro="Categorize the bug."
                                     data-step="3"
                                     class="flex w-full placeholder:text-xl rounded-md border-0 py-4 px-3 text-gray-900 shadow-sm ring-1 ring-inset ring-gray-300 focus:ring-2 focus:ring-inset">
-                                <option value="0" selected="selected">General</option>
+                                <option value="0"selected>General</option>
                                 <option value="1">Number error</option>
                                 <option value="2">Functional</option>
                                 <option value="3">Performance</option>
@@ -310,7 +313,14 @@ <h3 class="text-xl font-bold leading-none text-red-500">Latest Issues</h3>
             </div>
             <div id="bug-description-container"
                  class="w-[100%] flex justify-between md:pr-10 flex-wrap border-b border-gray-900/10 pb-10 my-10">
-                <div class="w-1/2">{% include "includes/md_editor.html" %}</div>
+                <div class="w-1/2">
+                    {% include "includes/md_editor.html" %}
+                    <button id="generateLabel"
+                            onclick="Submit(event)"
+                            class="rounded-md bg-red-600 px-11 py-3 text-md font-semibold text-white shadow-sm hover:bg-red-500">
+                        Generate Label
+                    </button>
+                </div>
                 <div class="w-1/2 pl-10 mt-5">
                     <div class="flex w-full items-center justify-between">
                         <h2 class="text-2xl font-semibold leading-7 text-gray-900">{% trans "ADD TEAM MEMBERS" %}</h2>
@@ -539,16 +549,54 @@ <h2 class="text-2xl font-semibold leading-7 text-gray-900">{% trans "ADD TEAM ME
         email_container.appendChild(email_container_child_html)
     }
 
+    function getCookie(name) {
+        let cookieValue = null;
+        if (document.cookie && document.cookie !== '') {
+            const cookies = document.cookie.split(';');
+            for (let i = 0; i < cookies.length; i++) {
+                const cookie = cookies[i].trim();
+                // Does this cookie string begin with the name we want?
+                if (cookie.substring(0, name.length + 1) === (name + '=')) {
+                    cookieValue = decodeURIComponent(cookie.substring(name.length + 1));
+                    break;
+                }
+            }
+        }
+        return cookieValue;
+    }
 
-    document.addEventListener("DOMContentLoaded", function() {
-        // Get the value from the URL parameter
-        var labelParam = new URLSearchParams(window.location.search).get("label");
-    
-        // Set the selected option based on the parameter
-        if (labelParam !== null) {
-            document.getElementById("labelSelect").value = labelParam;
+    function Submit() {
+    event.preventDefault();
+    const BugDescription = document.getElementById('markdownInput').value;
+    const csrftoken = getCookie('csrftoken');
+    fetch(`/issue-auto-label/`, {
+        method: 'POST',
+        headers: {
+            'Content-Type': 'application/json',
+            'X-CSRFToken': csrftoken
+        },
+        body: JSON.stringify({ BugDescription: BugDescription }),
+    })
+    .then(response => response.json())
+    .then(data => {
+        if ('label' in data) {
+            console.log('Received label:', data.label);
+
+            const labelSelect = document.getElementById("labelSelect");
+            console.log('Current labelSelect value:', labelSelect.value);
+            labelSelect.selectedIndex = parseInt(data.label);
+            console.log('Selected label:', labelSelect.options[labelSelect.selectedIndex].text);
+            console.log('Updated labelSelect value:', labelSelect.selectedIndex);
+        }
+        else {
+            console.log('No label found');
         }
+    })
+    .catch(error => {
+        console.error('Error:', error);
     });
+    return true;
+}
 
     </script>
 {% endblock after_js %}
diff --git a/website/views.py b/website/views.py
index 1753b4aff..33cebe152 100644
--- a/website/views.py
+++ b/website/views.py
@@ -12,6 +12,7 @@
 from collections import deque
 from datetime import datetime, timedelta, timezone
 from decimal import Decimal
+from pathlib import Path
 from urllib.parse import urlparse, urlsplit, urlunparse
 
 import humanize
@@ -38,6 +39,7 @@
 from django.contrib.auth.models import User
 from django.contrib.sites.shortcuts import get_current_site
 from django.core import serializers
+from django.core.cache import cache
 from django.core.exceptions import ValidationError
 from django.core.files import File
 from django.core.files.base import ContentFile
@@ -68,9 +70,13 @@
 from django.views.decorators.http import require_GET
 from django.views.generic import DetailView, ListView, TemplateView, View
 from django.views.generic.edit import CreateView
+from dotenv import load_dotenv
+from openai import OpenAI
 from PIL import Image, ImageDraw, ImageFont
+from rest_framework import status
 from rest_framework.authtoken.models import Token
 from rest_framework.authtoken.views import ObtainAuthToken
+from rest_framework.decorators import api_view
 from rest_framework.response import Response
 from user_agents import parse
 
@@ -96,6 +102,7 @@
     Winner,
 )
 
+from .bot import conversation_chain, is_api_key_valid, load_vector_store
 from .forms import (
     CaptchaForm,
     HuntForm,
@@ -4543,3 +4550,101 @@ def submit_pr(request):
         return render(request, "submit_pr.html")
 
     return render(request, "submit_pr.html")
+
+
+# Global variable to store the vector store
+vector_store = None
+
+# Define the daily request limit as a variable
+DAILY_REQUEST_LIMIT = 10
+
+
+@api_view(["POST"])
+def chatbot_conversation(request):
+    # Rate Limit Check
+    today = datetime.now(timezone.utc).date()
+    rate_limit_key = f"global_daily_requests_{today}"
+    request_count = cache.get(rate_limit_key, 0)
+
+    if request_count >= DAILY_REQUEST_LIMIT:
+        return Response(
+            {"error": "Daily request limit exceeded."}, status=status.HTTP_429_TOO_MANY_REQUESTS
+        )
+
+    question = request.data.get("question", "")
+    check_api = is_api_key_valid(os.getenv("OPENAI_API_KEY"))
+    if not check_api:
+        return Response({"error": "Invalid API Key"}, status=status.HTTP_400_BAD_REQUEST)
+
+    # Apply validation for question
+    if not question or not isinstance(question, str):
+        return Response({"error": "Invalid question"}, status=status.HTTP_400_BAD_REQUEST)
+
+    global vector_store
+    if vector_store is None:
+        try:
+            vector_store = load_vector_store()
+        except FileNotFoundError:
+            return Response(
+                {"error": "Vector store not found"},
+                status=status.HTTP_400_BAD_REQUEST,
+            )
+
+    # Handle the "exit" command
+    if question.lower() == "exit":
+        # if buffer is present in the session then delete it
+        if "buffer" in request.session:
+            del request.session["buffer"]
+        return Response({"answer": "Conversation memory cleared."}, status=status.HTTP_200_OK)
+
+    crc, memory = conversation_chain(vector_store)
+    if "buffer" in request.session:
+        memory.buffer = request.session["buffer"]
+
+    response = crc.invoke({"question": question})
+    # Increment the request count
+    cache.set(rate_limit_key, request_count + 1, timeout=86400)  # Timeout set to one day
+    request.session["buffer"] = memory.buffer
+    return Response({"answer": response["answer"]}, status=status.HTTP_200_OK)
+
+
+def AutoLabel(request):
+    dotenv_path = Path("blt/.env")
+    load_dotenv(dotenv_path=dotenv_path)
+    OPENAI_API_KEY = os.getenv("OPENAI_API_KEY")
+    token_Limit = 1000
+    token_per_prompt = 70
+    if request.method == "POST":
+        today = datetime.now(timezone.utc).date()
+        rate_limit_key = f"global_daily_request_{today}"
+        total_token_used = cache.get(rate_limit_key, 0)
+
+        if total_token_used + token_per_prompt > token_Limit:
+            return JsonResponse({"error": "Rate limit exceeded."}, status=429)
+
+        data = json.loads(request.body)
+        bug_description = data.get("BugDescription")
+        template = """
+        Label: {BugDescription}
+        Options: 0.General, 1.Number error, 2.Functional, 3.Performance, 4.Security, 5.Type, 6.Design, 7.Server down
+        Just return the number corresponding to the appropriate option.
+         """
+        prompt = template.format(BugDescription=bug_description)
+        client = OpenAI(
+            api_key=OPENAI_API_KEY,
+        )
+        response = client.chat.completions.create(
+            messages=[
+                {
+                    "role": "user",
+                    "content": prompt,
+                }
+            ],
+            model="gpt-3.5-turbo-0125",
+            max_tokens=1,
+        )
+        label = response.choices[0].message.content
+        cache.set(rate_limit_key, total_token_used + token_per_prompt, timeout=None)
+        return JsonResponse({"label": label})
+
+    return JsonResponse({"error": "Method not allowed"}, status=405)