diff --git a/assets/images/DevrAI.svg b/DevrAI.svg
similarity index 100%
rename from assets/images/DevrAI.svg
rename to DevrAI.svg
diff --git a/README.md b/README.md
index 1b4483eb..1dce8efa 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 <div align="center">
  <span>
- <img src="[TO BE FILLED - DevR.AI LOGO]" alt="Devr.AI logo" width="150" height="auto" />
+ <img src="assets\images\Devr logo.png" alt="Devr.AI logo" width="150" height="auto" />
  </span>
 
 # 🤖 Devr.AI - AI-Powered Developer Relations Assistant
@@ -91,10 +91,10 @@ For detailed setup instructions, troubleshooting, and deployment guides, please
 
 ## 🎯 Bot Commands
 
-- `!verify_github` - Link your GitHub account for enhanced personalization
-- `!verification_status` - Check your GitHub account linking status
-- `!reset` - Clear conversation memory and start fresh
-- `!help_devrel` - Display available commands and bot capabilities
+- `/verify_github` - Link your GitHub account for enhanced personalization
+- `/verification_status` - Check your GitHub account linking status
+- `/reset` - Clear conversation memory and start fresh
+- `/help_devrel` - Display available commands and bot capabilities
 
 <!-- TODO -->
 <!-- ## 🎬 Feature Showcase
diff --git a/assets/images/Devr logo.png b/assets/images/Devr logo.png
new file mode 100644
index 00000000..f54690d8
Binary files /dev/null and b/assets/images/Devr logo.png differ
diff --git a/backend/.env.example b/backend/.env.example
index a53145cb..ec5b1e6e 100644
--- a/backend/.env.example
+++ b/backend/.env.example
@@ -2,27 +2,41 @@
 # PORT=8000
 # CORS_ORIGINS=http://localhost:3000
 
-SUPABASE_URL=
-SUPABASE_SERVICE_ROLE_KEY=
+SUPABASE_URL="https://.supabase.co"
+SUPABASE_KEY="ey...cnGQk"
 
-DISCORD_BOT_TOKEN=
-# ENABLE_DISCORD_BOT=true
+DISCORD_BOT_TOKEN="MTM5...5Vr7fw0m9PGAllLfyztCs"
+ENABLE_DISCORD_BOT="true"
 
-GITHUB_TOKEN=
-# Add Org Name here
-GITHUB_ORG=
+GITHUB_TOKEN="ghp_...3IOhGP970vnjYK"
 
 # EMBEDDING_MODEL=BAAI/bge-small-en-v1.5
 # EMBEDDING_MAX_BATCH_SIZE=32
 # EMBEDDING_DEVICE=cpu
 
-BACKEND_URL=
+# FalkorDB Configuration
+FALKORDB_HOST=localhost
+FALKORDB_PORT=6379
+CODEGRAPH_BACKEND_URL=http://localhost:5000
+CODEGRAPH_SECRET_TOKEN=DevRAI_CodeGraph_Secret
+GEMINI_MODEL=gemini-2.0-flash
+SECRET_TOKEN=DevRAI_CodeGraph_Secret
+CODE_GRAPH_PUBLIC=1
+FLASK_RUN_HOST=0.0.0.0
+FLASK_RUN_PORT=5000
 
-GEMINI_API_KEY=
-TAVILY_API_KEY=
+BACKEND_URL="http://localhost:8000"
+
+GEMINI_API_KEY="AIz...ct527D5h-IJCRaXE"
+TAVILY_API_KEY="tvly-dev-....1G2k3ivF56SJfWJ4"
 
 # Langsmith
-LANGSMITH_TRACING=
-LANGSMITH_ENDPOINT=
-LANGSMITH_API_KEY=
-LANGSMITH_PROJECT=
\ No newline at end of file
+LANGSMITH_TRACING="true"
+LANGSMITH_ENDPOINT="https://api.smith.langchain.com"
+LANGSMITH_API_KEY="lsv2_pt...d9d989_953d073741"
+LANGSMITH_PROJECT="devr"
+
+ORG_NAME=AOSSIE
+ORG_WEBSITE=https://aossie.org
+ORG_GITHUB=https://github.com/AOSSIE-Org
+ORG_TWITTER=https://x.com/aossie_org
\ No newline at end of file
diff --git a/docs/INSTALL_GUIDE.md b/docs/INSTALL_GUIDE.md
index 76e40fbb..ec6548a0 100644
--- a/docs/INSTALL_GUIDE.md
+++ b/docs/INSTALL_GUIDE.md
@@ -1,6 +1,7 @@
 # Devr.AI Installation Guide
 
 Follow this guide to set up Devr.AI's development environment on your local machine.
+For Setup guide video tutorial go to [Devr Setup Guide](https://drive.google.com/file/d/1vlwGE5oJrbXb1gkZJv2NT2rHyt-z-RDv/view?usp=sharing)
 
 ## Prerequisites
 
@@ -54,19 +55,26 @@ cp env.example .env
 nano .env  # or use your preferred editor
 ```
 
-6. **Start Weaviate database**
+6. **Set up Docker container**
 ```sh
 cd backend
-docker-compose up -d weaviate
+docker-compose up -d # Start weaviate, falkordb, rabbitmq
+```
+
+7. **Start Docker containers**
+```sh
+Go to docker dekstop and start the containers
 ```
 
-7. **Start the backend server**
+8. **Start the backend server**
 ```sh
 cd backend
-poetry run python main.py
+poetry run python main.py # Terminal 1
+poetry run python start_github_mcp_server.py # Terminal 2 (Start MCP server)
+flask --app api/index.py run --debug --port 5000 # Terminal 3 (Start graphDB)
 ```
 
-8. **Start the frontend** (in a new terminal)
+9. **Start the frontend** (in a new terminal)
 ```sh
 cd frontend
 npm install
diff --git a/poetry.lock b/poetry.lock
index ab5b1c87..7d46dd61 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
 
 [[package]]
 name = "aio-pika"
@@ -236,50 +236,6 @@ docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphi
 tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
 
-[[package]]
-name = "audioop-lts"
-version = "0.2.1"
-description = "LTS Port of Python audioop"
-optional = false
-python-versions = ">=3.13"
-groups = ["main"]
-markers = "python_version == \"3.13\""
-files = [
-    {file = "audioop_lts-0.2.1-cp313-abi3-macosx_10_13_universal2.whl", hash = "sha256:fd1345ae99e17e6910f47ce7d52673c6a1a70820d78b67de1b7abb3af29c426a"},
-    {file = "audioop_lts-0.2.1-cp313-abi3-macosx_10_13_x86_64.whl", hash = "sha256:e175350da05d2087e12cea8e72a70a1a8b14a17e92ed2022952a4419689ede5e"},
-    {file = "audioop_lts-0.2.1-cp313-abi3-macosx_11_0_arm64.whl", hash = "sha256:4a8dd6a81770f6ecf019c4b6d659e000dc26571b273953cef7cd1d5ce2ff3ae6"},
-    {file = "audioop_lts-0.2.1-cp313-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d1cd3c0b6f2ca25c7d2b1c3adeecbe23e65689839ba73331ebc7d893fcda7ffe"},
-    {file = "audioop_lts-0.2.1-cp313-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ff3f97b3372c97782e9c6d3d7fdbe83bce8f70de719605bd7ee1839cd1ab360a"},
-    {file = "audioop_lts-0.2.1-cp313-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a351af79edefc2a1bd2234bfd8b339935f389209943043913a919df4b0f13300"},
-    {file = "audioop_lts-0.2.1-cp313-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2aeb6f96f7f6da80354330470b9134d81b4cf544cdd1c549f2f45fe964d28059"},
-    {file = "audioop_lts-0.2.1-cp313-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c589f06407e8340e81962575fcffbba1e92671879a221186c3d4662de9fe804e"},
-    {file = "audioop_lts-0.2.1-cp313-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:fbae5d6925d7c26e712f0beda5ed69ebb40e14212c185d129b8dfbfcc335eb48"},
-    {file = "audioop_lts-0.2.1-cp313-abi3-musllinux_1_2_i686.whl", hash = "sha256:d2d5434717f33117f29b5691fbdf142d36573d751716249a288fbb96ba26a281"},
-    {file = "audioop_lts-0.2.1-cp313-abi3-musllinux_1_2_ppc64le.whl", hash = "sha256:f626a01c0a186b08f7ff61431c01c055961ee28769591efa8800beadd27a2959"},
-    {file = "audioop_lts-0.2.1-cp313-abi3-musllinux_1_2_s390x.whl", hash = "sha256:05da64e73837f88ee5c6217d732d2584cf638003ac72df124740460531e95e47"},
-    {file = "audioop_lts-0.2.1-cp313-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:56b7a0a4dba8e353436f31a932f3045d108a67b5943b30f85a5563f4d8488d77"},
-    {file = "audioop_lts-0.2.1-cp313-abi3-win32.whl", hash = "sha256:6e899eb8874dc2413b11926b5fb3857ec0ab55222840e38016a6ba2ea9b7d5e3"},
-    {file = "audioop_lts-0.2.1-cp313-abi3-win_amd64.whl", hash = "sha256:64562c5c771fb0a8b6262829b9b4f37a7b886c01b4d3ecdbae1d629717db08b4"},
-    {file = "audioop_lts-0.2.1-cp313-abi3-win_arm64.whl", hash = "sha256:c45317debeb64002e980077642afbd977773a25fa3dfd7ed0c84dccfc1fafcb0"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:3827e3fce6fee4d69d96a3d00cd2ab07f3c0d844cb1e44e26f719b34a5b15455"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:161249db9343b3c9780ca92c0be0d1ccbfecdbccac6844f3d0d44b9c4a00a17f"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:5b7b4ff9de7a44e0ad2618afdc2ac920b91f4a6d3509520ee65339d4acde5abf"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:72e37f416adb43b0ced93419de0122b42753ee74e87070777b53c5d2241e7fab"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:534ce808e6bab6adb65548723c8cbe189a3379245db89b9d555c4210b4aaa9b6"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d2de9b6fb8b1cf9f03990b299a9112bfdf8b86b6987003ca9e8a6c4f56d39543"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f24865991b5ed4b038add5edbf424639d1358144f4e2a3e7a84bc6ba23e35074"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bdb3b7912ccd57ea53197943f1bbc67262dcf29802c4a6df79ec1c715d45a78"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:120678b208cca1158f0a12d667af592e067f7a50df9adc4dc8f6ad8d065a93fb"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:54cd4520fc830b23c7d223693ed3e1b4d464997dd3abc7c15dce9a1f9bd76ab2"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:d6bd20c7a10abcb0fb3d8aaa7508c0bf3d40dfad7515c572014da4b979d3310a"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:f0ed1ad9bd862539ea875fb339ecb18fcc4148f8d9908f4502df28f94d23491a"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:e1af3ff32b8c38a7d900382646e91f2fc515fd19dea37e9392275a5cbfdbff63"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-win32.whl", hash = "sha256:f51bb55122a89f7a0817d7ac2319744b4640b5b446c4c3efcea5764ea99ae509"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-win_amd64.whl", hash = "sha256:f0f2f336aa2aee2bce0b0dcc32bbba9178995454c7b979cf6ce086a8801e14c7"},
-    {file = "audioop_lts-0.2.1-cp313-cp313t-win_arm64.whl", hash = "sha256:78bfb3703388c780edf900be66e07de5a3d4105ca8e8720c5c4d67927e0b15d0"},
-    {file = "audioop_lts-0.2.1.tar.gz", hash = "sha256:e81268da0baa880431b68b1308ab7257eb33f356e57a5f9b1f915dfb13dd1387"},
-]
-
 [[package]]
 name = "authlib"
 version = "1.6.2"
@@ -792,26 +748,24 @@ packaging = "*"
 
 [[package]]
 name = "discord-py"
-version = "2.6.4"
+version = "2.4.0"
 description = "A Python wrapper for the Discord API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "discord_py-2.6.4-py3-none-any.whl", hash = "sha256:2783b7fb7f8affa26847bfc025144652c294e8fe6e0f8877c67ed895749eb227"},
-    {file = "discord_py-2.6.4.tar.gz", hash = "sha256:44384920bae9b7a073df64ae9b14c8cf85f9274b5ad5d1d07bd5a67539de2da9"},
+    {file = "discord.py-2.4.0-py3-none-any.whl", hash = "sha256:b8af6711c70f7e62160bfbecb55be699b5cb69d007426759ab8ab06b1bd77d1d"},
+    {file = "discord_py-2.4.0.tar.gz", hash = "sha256:d07cb2a223a185873a1d0ee78b9faa9597e45b3f6186df21a95cec1e9bcdc9a5"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.7.4,<4"
-audioop-lts = {version = "*", markers = "python_version >= \"3.13\""}
 
 [package.extras]
-dev = ["ruff (==0.12)", "typing_extensions (>=4.3,<5)"]
-docs = ["imghdr-lts (==1.0.0) ; python_version >= \"3.13\"", "sphinx (==4.4.0)", "sphinx-inline-tabs (==2023.4.21)", "sphinxcontrib-applehelp (==1.0.4)", "sphinxcontrib-devhelp (==1.0.2)", "sphinxcontrib-htmlhelp (==2.0.1)", "sphinxcontrib-jsmath (==1.0.1)", "sphinxcontrib-qthelp (==1.0.3)", "sphinxcontrib-serializinghtml (==1.1.5)", "sphinxcontrib-websupport (==1.2.4)", "sphinxcontrib_trio (==1.1.2)", "typing-extensions (>=4.3,<5)"]
-speed = ["Brotli", "aiodns (>=1.1) ; sys_platform != \"win32\"", "cchardet (==2.1.7) ; python_version < \"3.10\"", "orjson (>=3.5.4)", "zstandard (>=0.23.0) ; python_version <= \"3.13\""]
+docs = ["sphinx (==4.4.0)", "sphinx-inline-tabs (==2023.4.21)", "sphinxcontrib-applehelp (==1.0.4)", "sphinxcontrib-devhelp (==1.0.2)", "sphinxcontrib-htmlhelp (==2.0.1)", "sphinxcontrib-jsmath (==1.0.1)", "sphinxcontrib-qthelp (==1.0.3)", "sphinxcontrib-serializinghtml (==1.1.5)", "sphinxcontrib-trio (==1.1.2)", "sphinxcontrib-websupport (==1.2.4)", "typing-extensions (>=4.3,<5)"]
+speed = ["Brotli", "aiodns (>=1.1)", "cchardet (==2.1.7) ; python_version < \"3.10\"", "orjson (>=3.5.4)"]
 test = ["coverage[toml]", "pytest", "pytest-asyncio", "pytest-cov", "pytest-mock", "typing-extensions (>=4.3,<5)", "tzdata ; sys_platform == \"win32\""]
-voice = ["PyNaCl (>=1.5.0,<1.6)"]
+voice = ["PyNaCl (>=1.3.0,<1.6)"]
 
 [[package]]
 name = "distro"
@@ -6573,4 +6527,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10,<3.14"
-content-hash = "f24bcdb4ab7ef008b3879459da06c43c4164952cc806a3cd814035432db2de64"
+content-hash = "d1f57ec66dbe816e607f52b1adcde2a92d44e901ec1c70b6faa80b2d1ca39282"
diff --git a/pyproject.toml b/pyproject.toml
index 3dcdf3cc..3d225571 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -26,7 +26,7 @@ dependencies = [
     "uvicorn (>=0.38.0,<0.39.0)",
     "ddgs (>=9.0.2,<10.0.0)",
     "fastmcp>=2.11.3,<3.0.0",
-    "discord-py (>=2.6.4,<3.0.0)",
+    "discord-py (>=2.4.0,<2.5.0)",
     "graphrag-sdk (>=0.8.1,<0.9.0)",
     "tree-sitter (>=0.25.2,<0.26.0)",
     "validators (>=0.35.0,<0.36.0)",