diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index ba5615b..edb7492 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -2,15 +2,33 @@ repos:
 - repo: https://github.com/pre-commit/pre-commit-hooks
   rev: v5.0.0
   hooks:
+    - id: check-added-large-files
+      args: ['--maxkb=5000']
     - id: check-ast
+    - id: check-builtin-literals
+    - id: check-byte-order-marker
+    - id: check-case-conflict
+    - id: check-docstring-first
+    - id: check-executables-have-shebangs
     - id: check-json
     - id: check-merge-conflict
+    # - id: check-shebang-scripts-are-executable
+    - id: check-symlinks
+    - id: check-toml
+    - id: check-vcs-permalinks
+    - id: check-xml
     - id: check-yaml
-    - id: check-builtin-literals
     - id: debug-statements
+      exclude: tests/
     - id: destroyed-symlinks
+    # - id: detect-aws-credentials
+    - id: detect-private-key
     - id: end-of-file-fixer
-    - id: mixed-line-ending
+      exclude: tests/test_changes/
+      files: \.(py|sh|rst|yml|yaml)$
+    - id: pretty-format-json
+      args: [--autofix]
+    - id: sort-simple-yaml
     - id: trailing-whitespace
 - repo: https://github.com/aufdenpunkt/pre-commit-js-beautify
   rev: 1.13.0 # represents the used version of JS Beautify as well
diff --git a/core_requirements.in b/core_requirements.in
index 8fc37eb..a2a7df3 100644
--- a/core_requirements.in
+++ b/core_requirements.in
@@ -17,6 +17,8 @@ jinjax
 loguru
 lxml
 lxml[html_clean]
+openai
+praw
 python-dateutil
 python-decouple
 python-slugify
diff --git a/core_requirements.txt b/core_requirements.txt
index ea09d88..3e61d98 100644
--- a/core_requirements.txt
+++ b/core_requirements.txt
@@ -195,8 +195,10 @@ mistralai==1.3.1
     # via pydantic-ai-slim
 mypy-extensions==1.0.0
     # via typing-inspect
-openai==1.59.8
-    # via pydantic-ai-slim
+openai==1.59.9
+    # via
+    #   -r core_requirements.in
+    #   pydantic-ai-slim
 opentelemetry-api==1.29.0
     # via
     #   opentelemetry-exporter-otlp-proto-http
@@ -254,11 +256,15 @@ packaging==24.2
     # via opentelemetry-instrumentation
 parse==1.20.2
     # via httpx-html
+praw==7.8.1
+    # via -r core_requirements.in
+prawcore==2.4.0
+    # via praw
 priority==2.0.0
     # via hypercorn
 prometheus-client==0.21.1
     # via flower
-prompt-toolkit==3.0.48
+prompt-toolkit==3.0.50
     # via click-repl
 protobuf==5.29.3
     # via
@@ -334,7 +340,9 @@ redis==5.2.1
 requests==2.32.3
     # via
     #   opentelemetry-exporter-otlp-proto-http
+    #   prawcore
     #   pydantic-ai-slim
+    #   update-checker
 rich==13.9.4
     # via
     #   logfire
@@ -410,6 +418,8 @@ tzdata==2024.2
     #   celery
     #   kombu
     #   psycopg
+update-checker==0.18.0
+    # via praw
 urllib3==1.26.20
     # via
     #   pyppeteer
@@ -429,6 +439,8 @@ wcwidth==0.2.13
     # via prompt-toolkit
 webencodings==0.5.1
     # via html5lib
+websocket-client==1.8.0
+    # via praw
 websockets==10.4
     # via pyppeteer
 win32-setctime==1.2.0
diff --git a/dev_requirements.in b/dev_requirements.in
index 15e8e1d..e24e016 100644
--- a/dev_requirements.in
+++ b/dev_requirements.in
@@ -2,7 +2,7 @@
 
 alembic
 black
-fastapi-debug-toolbar
+fastapi-debug-toolbar @ git+https://github.com/fsecada01/fastapi-debug-toolbar.git@patch-2
 isort
 jupyterlab
 jupyterlab-code-formatter
diff --git a/dev_requirements.txt b/dev_requirements.txt
index 8c774ee..2aee6ff 100644
--- a/dev_requirements.txt
+++ b/dev_requirements.txt
@@ -1,6 +1,6 @@
 # This file was autogenerated by uv via the following command:
 #    uv pip compile --strip-extras dev_requirements.in -o dev_requirements.txt
-alembic==1.14.0
+alembic==1.14.1
     # via -r dev_requirements.in
 annotated-types==0.7.0
     # via
@@ -80,7 +80,7 @@ fastapi==0.115.6
     # via
     #   -c core_requirements.txt
     #   fastapi-debug-toolbar
-fastapi-debug-toolbar==0.6.3
+fastapi-debug-toolbar @ git+https://github.com/fsecada01/fastapi-debug-toolbar.git@2da9f1e724d1d7ca56990ba7a8e72598fa3e1cf4
     # via -r dev_requirements.in
 fastjsonschema==2.21.1
     # via nbformat
@@ -104,7 +104,7 @@ httpx==0.28.1
     # via
     #   -c core_requirements.txt
     #   jupyterlab
-identify==2.6.5
+identify==2.6.6
     # via pre-commit
 idna==3.10
     # via
@@ -233,13 +233,13 @@ platformdirs==4.3.6
     #   black
     #   jupyter-core
     #   virtualenv
-pre-commit==4.0.1
+pre-commit==4.1.0
     # via -r dev_requirements.in
 prometheus-client==0.21.1
     # via
     #   -c core_requirements.txt
     #   jupyter-server
-prompt-toolkit==3.0.48
+prompt-toolkit==3.0.50
     # via
     #   -c core_requirements.txt
     #   ipython
@@ -412,4 +412,6 @@ webencodings==0.5.1
     #   bleach
     #   tinycss2
 websocket-client==1.8.0
-    # via jupyter-server
+    # via
+    #   -c core_requirements.txt
+    #   jupyter-server
diff --git a/pyproject.toml b/pyproject.toml
index dd09d47..d7f5b75 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -58,6 +58,7 @@ line_length = 80
 
 [tool.uv.sources]
 sqlmodel-crud-utilities = { git = "https://github.com/fsecada01/SQLModel-CRUD-Utilities", rev = "83e964f6e7b633e339e45ddcaaa49cd8617fa105" }
+fastapi-debug-toolbar = { git = "https://github.com/fsecada01/fastapi-debug-toolbar.git", rev = "2da9f1e724d1d7ca56990ba7a8e72598fa3e1cf4" }
 #multi_line_output = 3
 #include_trailing_comma = true
 #force_grid_wrap = 0
@@ -140,7 +141,7 @@ dependencies = [
     "mdurl==0.1.2",
     "mistralai==1.3.1",
     "mypy-extensions==1.0.0",
-    "openai==1.59.8",
+    "openai==1.59.9",
     "opentelemetry-api==1.29.0",
     "opentelemetry-exporter-otlp-proto-common==1.29.0",
     "opentelemetry-exporter-otlp-proto-http==1.29.0",
@@ -156,9 +157,11 @@ dependencies = [
     "opentelemetry-util-http==0.50b0",
     "packaging==24.2",
     "parse==1.20.2",
+    "praw==7.8.1",
+    "prawcore==2.4.0",
     "priority==2.0.0",
     "prometheus-client==0.21.1",
-    "prompt-toolkit==3.0.48",
+    "prompt-toolkit==3.0.50",
     "protobuf==5.29.3",
     "psutil==5.9.8",
     "psycopg==3.2.4",
@@ -201,12 +204,14 @@ dependencies = [
     "typing-extensions==4.12.2",
     "typing-inspect==0.9.0",
     "tzdata==2024.2",
+    "update-checker==0.18.0",
     "urllib3==1.26.20",
     "uvicorn==0.34.0",
     "vine==5.1.0",
     "w3lib==2.2.1",
     "wcwidth==0.2.13",
     "webencodings==0.5.1",
+    "websocket-client==1.8.0",
     "websockets==10.4",
     "win32-setctime==1.2.0",
     "wrapt==1.17.2",
@@ -218,7 +223,8 @@ dependencies = [
 
 [dependency-groups]
 dev = [
-    "alembic==1.14.0",
+    "aiofiles==24.1.0",
+    "alembic==1.14.1",
     "annotated-types==0.7.0",
     "anyio==4.8.0",
     "argon2-cffi-bindings==21.2.0",
@@ -252,7 +258,7 @@ dev = [
     "h11==0.14.0",
     "httpcore==1.0.7",
     "httpx==0.28.1",
-    "identify==2.6.5",
+    "identify==2.6.6",
     "idna==3.10",
     "ipykernel==6.29.5",
     "ipython==8.31.0",
@@ -291,9 +297,9 @@ dev = [
     "parso==0.8.4",
     "pathspec==0.12.1",
     "platformdirs==4.3.6",
-    "pre-commit==4.0.1",
+    "pre-commit==4.1.0",
     "prometheus-client==0.21.1",
-    "prompt-toolkit==3.0.48",
+    "prompt-toolkit==3.0.50",
     "psutil==5.9.8",
     "pure-eval==0.2.3",
     "pycparser==2.22",
diff --git a/src/app.py b/src/app.py
index 7df692e..c5ddd4e 100644
--- a/src/app.py
+++ b/src/app.py
@@ -61,6 +61,7 @@ async def unicorn_exception_handler(request: Request, exc: UnicornException):
     :param exc: UnicornException
     :return: JSONResponse
     """
+    logger.error(f"{request}: {exc.name}")
     return JSONResponse(
         status_code=418,
         content={
@@ -84,19 +85,21 @@ app.add_middleware(
     https_only=get_val("HTTPS_ONLY", False),
 )
 
-app.include_router(user_frontend)
 
-
-@app.get("/", response_class=HTMLResponse)
+@user_frontend.get("/", response_class=HTMLResponse)
 async def home_page(request: Request) -> HTMLResponse:
     """
     default homepage for the web application
     :param request:
     :return: HTMLResponse
     """
-    return templates.TemplateResponse("home.html", {"request": request})
+    return templates.TemplateResponse(
+        request, "home.html", context={"request": request}
+    )
 
 
+app.include_router(user_frontend)
+
 if app_settings.DEBUG in (True, "True"):
     from debug_toolbar.middleware import DebugToolbarMiddleware
     from debug_toolbar.panels.sqlalchemy import SQLAlchemyPanel
@@ -114,7 +117,7 @@ if app_settings.DEBUG in (True, "True"):
         async def add_engines(self, request: Request):
             """
             Adding SQLModel engine to middleware object.
-            :param request: Request
+            :param request: Request0
             :return:
             """
             self.engines.add(engine.sync_engine)
diff --git a/src/backend/core/core.py b/src/backend/core/core.py
index ffbdeb6..89063b9 100644
--- a/src/backend/core/core.py
+++ b/src/backend/core/core.py
@@ -1,11 +1,15 @@
 from collections.abc import Callable
+from dataclasses import dataclass
 from typing import Any
 
+import openai
+import praw
 from pydantic_ai import Agent
 from pydantic_ai.models.openai import OpenAIModel
 
 from backend.core.consts import AI_MODEL, default_system_prompt
 from backend.db.base import Base
+from backend.logger import logger
 from backend.utils import get_val
 
 
@@ -19,13 +23,49 @@ class SwotAnalysis(Base):
     analysis: str
 
 
-class SwotAgentDeps(Base):
+def get_reddit_client(
+    user_agent: str, check_for_async: bool = False
+) -> praw.Reddit | None:
+    """
+    A function to return a reddit client, provided all env vars are loaded.
+
+    :param user_agent: str
+    :param check_for_async: bool = False
+
+    :return: praw.Reddit | None
+    """
+    try:
+        reddit: praw.Reddit = praw.Reddit(
+            client_id=get_val("REDDIT_CLIENT_ID"),
+            client_secret=get_val("REDDIT_CLIENT_SECRET"),
+            user_agent=user_agent,
+            check_for_async=check_for_async,
+        )
+    except ValueError as e:
+        reddit = None
+        logger.info(
+            f"Reddit client not initialized. Please set the "
+            f"REDDIT_CLIENT_ID and REDDIT_CLIENT_SECRET environment. "
+            f"Also please note the error: {e} "
+        )
+
+    return reddit
+
+
+@dataclass
+class SwotAgentDeps:
     """Agent Dependencies for SWOT Analysis"""
 
     request: Any | None = None
     update_status_func: Callable | None = None
     tool_history: list[str] | None = None
 
+    reddit_client: praw.Reddit | None = get_reddit_client(
+        user_agent=get_val("REDDIT_USER_AGENT"), check_for_async=False
+    )
+
+    client = openai.Client(api_key=get_val("OPENAI_API_KEY"))
+
 
 swot_agent = Agent(
     OpenAIModel(model_name=AI_MODEL, api_key=get_val("OPENAI_API_KEY")),
diff --git a/src/backend/site/router.py b/src/backend/site/router.py
index 53df4e0..393aa91 100644
--- a/src/backend/site/router.py
+++ b/src/backend/site/router.py
@@ -2,10 +2,10 @@ import asyncio
 import os
 
 from fastapi import APIRouter, Form, Request
+from fastapi.staticfiles import StaticFiles
+from fastapi.templating import Jinja2Templates
 from jinjax import Catalog, JinjaX
 from starlette.responses import HTMLResponse
-from starlette.staticfiles import StaticFiles
-from starlette.templating import Jinja2Templates
 
 from backend.logger import logger
 from backend.settings import app_settings
@@ -39,7 +39,7 @@ user_frontend.mount(
 )
 
 
-@user_frontend.post("analyze", response_class=HTMLResponse)
+@user_frontend.post("/analyze", response_class=HTMLResponse)
 async def analyze_url(request: Request, url: str = Form(...)) -> HTMLResponse:
     """
     Analyze a given URL using SWOT analysis agent
diff --git a/src/backend/utils.py b/src/backend/utils.py
index 0c36e65..b6b863a 100644
--- a/src/backend/utils.py
+++ b/src/backend/utils.py
@@ -3,6 +3,32 @@ import os
 from decouple import config
 
 
+class ContextManager:
+    """
+    Context middleware to inject all variables into the global context
+    object. This will ensure that the `request` object is available to all
+    components in JinjaX and removes the need to pass it through explicitly.
+    """
+
+    def __init__(self):
+        self.global_context = {}
+
+    def set_context(self, **kwargs):
+        """
+        Sets the global context for the application via kwargs
+
+        :param kwargs: dict[str, Any]
+        """
+        self.global_context.update(kwargs)
+
+    def get_context(self):
+        """
+        retrieves the global context for the application
+        :return: dict[str, Any]
+        """
+        return self.global_context
+
+
 def get_db_url(env: str = "dev"):
     """
 
diff --git a/src/frontend/templates/components/forms/Form.jinja b/src/frontend/templates/components/forms/Form.jinja
new file mode 100644
index 0000000..9d212f0
--- /dev/null
+++ b/src/frontend/templates/components/forms/Form.jinja
@@ -0,0 +1,28 @@
+{# def
+form_id: str,
+action: str,
+target: str,
+method: str = 'GET'
+#}
+<div class="container">
+    <form id="{{ form_id }}"
+          {% if method.lower() == 'get' %}
+          hx-get={{ action }}
+          {% elif method.lower() == 'post' %}
+          hx-post={{ action }}
+          {% elif method.lower() == 'put' %}
+          hx-put={{ action }}
+          {% elif method.lower() == 'delete' %}
+          hx-delete={{ action }}
+          {% endif %}
+          hx-target="#{{ target }}">
+        {{ content }}
+        <div class="field">
+            <div class="control">
+                <input type="submit"
+                       class="button is-success"
+                       value="submit">
+            </div>
+        </div>
+    </form>
+</div>
\ No newline at end of file
diff --git a/src/frontend/templates/components/forms/Search.jinja b/src/frontend/templates/components/forms/Search.jinja
new file mode 100644
index 0000000..3b4a1a8
--- /dev/null
+++ b/src/frontend/templates/components/forms/Search.jinja
@@ -0,0 +1,21 @@
+{# def
+    form_id: str,
+    action: str,
+    target: str,
+    method: str = 'GET'
+#}
+<Form form_id={{ form_id }}
+      action={{ action }}
+      target={{ target }}
+      method={{ method }}>
+    <div class="control">
+        <label for="search"
+               class="label">Search</label>
+        <input type="url"
+               class="input is-rounded"
+               id="search"
+               name="search"
+               placeholder="URL" />
+    </div>
+    {{ content }}
+</Form>
\ No newline at end of file
diff --git a/src/frontend/templates/components/main/Base.jinja b/src/frontend/templates/components/main/Base.jinja
index 215a446..6b5afc2 100644
--- a/src/frontend/templates/components/main/Base.jinja
+++ b/src/frontend/templates/components/main/Base.jinja
@@ -3,17 +3,6 @@
 <Header title="Pygentic AI">
     <meta http-equiv="X-UA-Compatible"
           content="IE-edge, chrome=1">
-    <Css url="{{ url_for('static', path='/css/bulma.min.css') }}"></Css>
-    <Css url="{{ url_for('static', path='/css/bulma-calendar.min.css') }}">
-    </Css>
-    <Css url="{{ url_for('static', path='/css/bulmatags-input.min-css') }}">
-    </Css>
-    <Css
-         url="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/all.min.css">
-        integrity="sha512-z3gLpd7yknf1YoNbCzqRKc4qyor8gaKU1qmn+CShxbuBusANI9QpRohGBreCFkKxLhei6S9CQXFEbbKuqLg0DA=="
-        crossorigin="anonymous"
-        referrerpolicy="no-referrer"
-    </Css>
 </Header>
 
 <body>
diff --git a/src/frontend/templates/components/main/Header.jinja b/src/frontend/templates/components/main/Header.jinja
index f85680b..1008d40 100644
--- a/src/frontend/templates/components/main/Header.jinja
+++ b/src/frontend/templates/components/main/Header.jinja
@@ -9,4 +9,5 @@
     <title>{{ title }}</title>
     {{ content }}
     <Stylesheets></Stylesheets>
+    {% include 'style_sheets.html' %}
 </head>
\ No newline at end of file
diff --git a/src/frontend/templates/components/main/Stylesheets.jinja b/src/frontend/templates/components/main/Stylesheets.jinja
index 4d75f33..0449f83 100644
--- a/src/frontend/templates/components/main/Stylesheets.jinja
+++ b/src/frontend/templates/components/main/Stylesheets.jinja
@@ -1,9 +1,11 @@
-<Css url="{{ url_for('static', path='css/bulma.min.css') }}"></Css>
-<Css url="{{ url_for('static', path='css/bulma.css.map') }}"></Css>
-<Css url="{{ url_for('static', path='css/bulma-collapsible.css') }}"></Css>
-<Css
-     url="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/all.min.css">
-    integrity="sha512-z3gLpd7yknf1YoNbCzqRKc4qyor8gaKU1qmn+CShxbuBusANI9QpRohGBreCFkKxLhei6S9CQXFEbbKuqLg0DA=="
-    crossorigin="anonymous"
-    referrerpolicy="no-referrer"
-</Css>
\ No newline at end of file
+<link rel="stylesheet"
+      href="{{ url_for('static', path='css/bulma.min.css') }}">
+<link rel="stylesheet"
+      href="{{ url_for('static', path='css/bulma.css.map') }}">
+<link rel="stylesheet"
+      href="{{ url_for('static', path='css/bulma-collapsible.css') }}">
+<link rel="stylesheet"
+      href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/all.min.css"
+      integrity="sha512-z3gLpd7yknf1YoNbCzqRKc4qyor8gaKU1qmn+CShxbuBusANI9QpRohGBreCFkKxLhei6S9CQXFEbbKuqLg0DA=="
+      crossorigin="anonymous"
+      referrerpolicy="no-referrer">
\ No newline at end of file
diff --git a/src/frontend/templates/components/main/base.html b/src/frontend/templates/components/main/base.html
new file mode 100644
index 0000000..2481de2
--- /dev/null
+++ b/src/frontend/templates/components/main/base.html
@@ -0,0 +1,19 @@
+<!DOCTYPE html>
+<html lang="en">
+
+<head>
+    {% include "components/main/header.html" %}
+    {% block css_content %}
+    {% endblock css_content %}
+</head>
+
+<body>
+    {% include "components/main/nav.html" %}
+    {% block content%}
+    {% endblock %}
+    {% block js_content %}
+    {% endblock js_content %}
+    {% include "components/snippets/js.html" %}
+</body>
+
+</html>
\ No newline at end of file
diff --git a/src/frontend/templates/components/main/footer.html b/src/frontend/templates/components/main/footer.html
new file mode 100644
index 0000000..e69de29
diff --git a/src/frontend/templates/components/main/header.html b/src/frontend/templates/components/main/header.html
new file mode 100644
index 0000000..caac118
--- /dev/null
+++ b/src/frontend/templates/components/main/header.html
@@ -0,0 +1,7 @@
+<meta charset="UTF-8">
+<meta name="viewport"
+      content="width=device-width, initial-scale=1.0">
+<title>{% block title %}Pygentic AI{% endblock title %}</title>
+{% block head_content %}
+{% endblock head_content %}
+{% include 'components/main/style_sheets.html' %}
\ No newline at end of file
diff --git a/src/frontend/templates/components/main/nav.html b/src/frontend/templates/components/main/nav.html
new file mode 100644
index 0000000..e69de29
diff --git a/src/frontend/templates/components/main/style_sheets.html b/src/frontend/templates/components/main/style_sheets.html
new file mode 100644
index 0000000..7185789
--- /dev/null
+++ b/src/frontend/templates/components/main/style_sheets.html
@@ -0,0 +1,11 @@
+<link rel="stylesheet"
+      href="{{ url_for('static', path='css/bulma.min.css') }}">
+<link rel="stylesheet"
+      href="{{ url_for('static', path='css/bulma.css.map') }}">
+<link rel="stylesheet"
+      href="{{ url_for('static', path='css/bulma-collapsible.min.css') }}">
+<link rel="stylesheet"
+      href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.2/css/all.min.css"
+      integrity="sha512-z3gLpd7yknf1YoNbCzqRKc4qyor8gaKU1qmn+CShxbuBusANI9QpRohGBreCFkKxLhei6S9CQXFEbbKuqLg0DA=="
+      crossorigin="anonymous"
+      referrerpolicy="no-referrer">
\ No newline at end of file
diff --git a/src/frontend/templates/components/snippets/js.html b/src/frontend/templates/components/snippets/js.html
new file mode 100644
index 0000000..bc1fc86
--- /dev/null
+++ b/src/frontend/templates/components/snippets/js.html
@@ -0,0 +1,6 @@
+<script type="modules"
+        src="{{ url_for('static', path='/js/htmx.js') }}"></script>
+<script src="{{ url_for('static', path='/js/jquery.min.js') }}"></script>
+<script src="{{ url_for('static', path='/js/bulma.js') }}"></script>
+<script src="{{ url_for('static', path='/js/bulma-collapsible.min.js') }}">
+</script>
\ No newline at end of file
diff --git a/src/frontend/templates/home.html b/src/frontend/templates/home.html
index c362309..c13d93e 100644
--- a/src/frontend/templates/home.html
+++ b/src/frontend/templates/home.html
@@ -1,3 +1,20 @@
-<Base>
-<p>foo bar</p>
-</Base>
\ No newline at end of file
+{% extends "components/main/base.html" %}
+{% block content %}
+<section class="hero is-large is-info">
+    <div class="hero-body">
+        <p class="title">SWOT ANALYZER</p>
+        <p class="subtitle">Strengths, Weaknesses, Opportunities and Threats
+            breakdown, courtesy of Generative AI-driven insights.</p>
+
+        <p>Try it out now!</p>
+    </div>
+</section>
+<div class="container">
+    <h1 class="title">Search Here</h1>
+    <Search form_id="swotSearch"
+            action="/analyze"
+            target="swotAnalysis"
+            method="post"></Search>
+
+</div>
+{% endblock content %}
\ No newline at end of file
diff --git a/uv.lock b/uv.lock
index d510f54..a7576af 100644
--- a/uv.lock
+++ b/uv.lock
@@ -87,6 +87,8 @@ dependencies = [
     { name = "opentelemetry-util-http" },
     { name = "packaging" },
     { name = "parse" },
+    { name = "praw" },
+    { name = "prawcore" },
     { name = "priority" },
     { name = "prometheus-client" },
     { name = "prompt-toolkit" },
@@ -132,12 +134,14 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "typing-inspect" },
     { name = "tzdata" },
+    { name = "update-checker" },
     { name = "urllib3" },
     { name = "uvicorn" },
     { name = "vine" },
     { name = "w3lib" },
     { name = "wcwidth" },
     { name = "webencodings" },
+    { name = "websocket-client" },
     { name = "websockets" },
     { name = "win32-setctime" },
     { name = "wrapt" },
@@ -149,6 +153,7 @@ dependencies = [
 
 [package.dev-dependencies]
 dev = [
+    { name = "aiofiles" },
     { name = "alembic" },
     { name = "annotated-types" },
     { name = "anyio" },
@@ -338,7 +343,7 @@ requires-dist = [
     { name = "mdurl", specifier = "==0.1.2" },
     { name = "mistralai", specifier = "==1.3.1" },
     { name = "mypy-extensions", specifier = "==1.0.0" },
-    { name = "openai", specifier = "==1.59.8" },
+    { name = "openai", specifier = "==1.59.9" },
     { name = "opentelemetry-api", specifier = "==1.29.0" },
     { name = "opentelemetry-exporter-otlp-proto-common", specifier = "==1.29.0" },
     { name = "opentelemetry-exporter-otlp-proto-http", specifier = "==1.29.0" },
@@ -354,9 +359,11 @@ requires-dist = [
     { name = "opentelemetry-util-http", specifier = "==0.50b0" },
     { name = "packaging", specifier = "==24.2" },
     { name = "parse", specifier = "==1.20.2" },
+    { name = "praw", specifier = "==7.8.1" },
+    { name = "prawcore", specifier = "==2.4.0" },
     { name = "priority", specifier = "==2.0.0" },
     { name = "prometheus-client", specifier = "==0.21.1" },
-    { name = "prompt-toolkit", specifier = "==3.0.48" },
+    { name = "prompt-toolkit", specifier = "==3.0.50" },
     { name = "protobuf", specifier = "==5.29.3" },
     { name = "psutil", specifier = "==5.9.8" },
     { name = "psycopg", specifier = "==3.2.4" },
@@ -399,12 +406,14 @@ requires-dist = [
     { name = "typing-extensions", specifier = "==4.12.2" },
     { name = "typing-inspect", specifier = "==0.9.0" },
     { name = "tzdata", specifier = "==2024.2" },
+    { name = "update-checker", specifier = "==0.18.0" },
     { name = "urllib3", specifier = "==1.26.20" },
     { name = "uvicorn", specifier = "==0.34.0" },
     { name = "vine", specifier = "==5.1.0" },
     { name = "w3lib", specifier = "==2.2.1" },
     { name = "wcwidth", specifier = "==0.2.13" },
     { name = "webencodings", specifier = "==0.5.1" },
+    { name = "websocket-client", specifier = "==1.8.0" },
     { name = "websockets", specifier = "==10.4" },
     { name = "win32-setctime", specifier = "==1.2.0" },
     { name = "wrapt", specifier = "==1.17.2" },
@@ -416,7 +425,8 @@ requires-dist = [
 
 [package.metadata.requires-dev]
 dev = [
-    { name = "alembic", specifier = "==1.14.0" },
+    { name = "aiofiles", specifier = "==24.1.0" },
+    { name = "alembic", specifier = "==1.14.1" },
     { name = "annotated-types", specifier = "==0.7.0" },
     { name = "anyio", specifier = "==4.8.0" },
     { name = "argon2-cffi", specifier = "==23.1.0" },
@@ -442,7 +452,7 @@ dev = [
     { name = "distlib", specifier = "==0.3.9" },
     { name = "executing", specifier = "==2.1.0" },
     { name = "fastapi", specifier = "==0.115.6" },
-    { name = "fastapi-debug-toolbar", specifier = "==0.6.3" },
+    { name = "fastapi-debug-toolbar", git = "https://github.com/fsecada01/fastapi-debug-toolbar.git?rev=2da9f1e724d1d7ca56990ba7a8e72598fa3e1cf4" },
     { name = "fastjsonschema", specifier = "==2.21.1" },
     { name = "filelock", specifier = "==3.16.1" },
     { name = "fqdn", specifier = "==1.5.1" },
@@ -450,7 +460,7 @@ dev = [
     { name = "h11", specifier = "==0.14.0" },
     { name = "httpcore", specifier = "==1.0.7" },
     { name = "httpx", specifier = "==0.28.1" },
-    { name = "identify", specifier = "==2.6.5" },
+    { name = "identify", specifier = "==2.6.6" },
     { name = "idna", specifier = "==3.10" },
     { name = "ipykernel", specifier = "==6.29.5" },
     { name = "ipython", specifier = "==8.31.0" },
@@ -489,9 +499,9 @@ dev = [
     { name = "parso", specifier = "==0.8.4" },
     { name = "pathspec", specifier = "==0.12.1" },
     { name = "platformdirs", specifier = "==4.3.6" },
-    { name = "pre-commit", specifier = "==4.0.1" },
+    { name = "pre-commit", specifier = "==4.1.0" },
     { name = "prometheus-client", specifier = "==0.21.1" },
-    { name = "prompt-toolkit", specifier = "==3.0.48" },
+    { name = "prompt-toolkit", specifier = "==3.0.50" },
     { name = "psutil", specifier = "==5.9.8" },
     { name = "pure-eval", specifier = "==0.2.3" },
     { name = "pycparser", specifier = "==2.22" },
@@ -561,16 +571,16 @@ wheels = [
 
 [[package]]
 name = "alembic"
-version = "1.14.0"
+version = "1.14.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "mako" },
     { name = "sqlalchemy" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/00/1e/8cb8900ba1b6360431e46fb7a89922916d3a1b017a8908a7c0499cc7e5f6/alembic-1.14.0.tar.gz", hash = "sha256:b00892b53b3642d0b8dbedba234dbf1924b69be83a9a769d5a624b01094e304b", size = 1916172 }
+sdist = { url = "https://files.pythonhosted.org/packages/99/09/f844822e4e847a3f0bd41797f93c4674cd4d2462a3f6c459aa528cdf786e/alembic-1.14.1.tar.gz", hash = "sha256:496e888245a53adf1498fcab31713a469c65836f8de76e01399aa1c3e90dd213", size = 1918219 }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/54/7e/ac0991d1745f7d755fc1cd381b3990a45b404b4d008fc75e2a983516fbfe/alembic-1.14.1-py3-none-any.whl", hash = "sha256:1acdd7a3a478e208b0503cd73614d5e4c6efafa4e73518bb60e4f2846a37b1c5", size = 233565 },
 ]
 
 [[package]]
@@ -1100,7 +1110,7 @@ wheels = [
 [[package]]
 name = "fastapi-debug-toolbar"
 version = "0.6.3"
-source = { registry = "https://pypi.org/simple" }
+source = { git = "https://github.com/fsecada01/fastapi-debug-toolbar.git?rev=2da9f1e724d1d7ca56990ba7a8e72598fa3e1cf4#2da9f1e724d1d7ca56990ba7a8e72598fa3e1cf4" }
 dependencies = [
     { name = "anyio" },
     { name = "fastapi" },
@@ -1111,10 +1121,6 @@ dependencies = [
     { name = "pyinstrument" },
     { name = "sqlparse" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ac/e6/c228493e929eeb2b9e61806a63e78c3c0bec4e22ddee99f321ffba4fa64a/fastapi_debug_toolbar-0.6.3.tar.gz", hash = "sha256:15ff6828f9432c786af39f23a2d814ef2af516964b5a9a856444de135a78b2af", size = 26929 }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/a7/09/b01c8c60d608e93faa257a9a3fc9a9739c70c9ac926edfbbe92baebbf33b/fastapi_debug_toolbar-0.6.3-py3-none-any.whl", hash = "sha256:077b5ffeb10426c49387ef090cf307a316d5c71c69bbffe270d9898d2554429e", size = 42904 },
-]
 
 [[package]]
 name = "fastapi-restful"
@@ -1393,11 +1399,11 @@ wheels = [
 
 [[package]]
 name = "identify"
-version = "2.6.5"
+version = "2.6.6"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/cf/92/69934b9ef3c31ca2470980423fda3d00f0460ddefdf30a67adf7f17e2e00/identify-2.6.5.tar.gz", hash = "sha256:c10b33f250e5bba374fae86fb57f3adcebf1161bce7cdf92031915fd480c13bc", size = 99213 }
+sdist = { url = "https://files.pythonhosted.org/packages/82/bf/c68c46601bacd4c6fb4dd751a42b6e7087240eaabc6487f2ef7a48e0e8fc/identify-2.6.6.tar.gz", hash = "sha256:7bec12768ed44ea4761efb47806f0a41f86e7c0a5fdf5950d4648c90eca7e251", size = 99217 }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/74/a1/68a395c17eeefb04917034bd0a1bfa765e7654fa150cca473d669aa3afb5/identify-2.6.6-py2.py3-none-any.whl", hash = "sha256:cbd1810bce79f8b671ecb20f53ee0ae8e86ae84b557de31d89709dc2a48ba881", size = 99083 },
 ]
 
 [[package]]
@@ -2085,7 +2091,7 @@ wheels = [
 
 [[package]]
 name = "openai"
-version = "1.59.8"
+version = "1.59.9"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -2097,9 +2103,9 @@ dependencies = [
     { name = "tqdm" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e0/c4/b4482784de63c7158f6c0afcb07fd66450ea6c912d6bddf9d7599f2eda25/openai-1.59.8.tar.gz", hash = "sha256:ac4bda5fa9819fdc6127e8ea8a63501f425c587244bc653c7c11a8ad84f953e1", size = 346775 }
+sdist = { url = "https://files.pythonhosted.org/packages/ec/2d/04faa92bac0341649223398503db4415d2f658a757d9d32bb68f3378ddd0/openai-1.59.9.tar.gz", hash = "sha256:ec1a20b0351b4c3e65c6292db71d8233515437c6065efd4fd50edeb55df5f5d2", size = 347134 }
 wheels = [
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 [[package]]
@@ -2358,9 +2364,35 @@ wheels = [
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+[[package]]
+name = "praw"
+version = "7.8.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "prawcore" },
+    { name = "update-checker" },
+    { name = "websocket-client" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/4c/52/7dd0b3d9ccb78e90236420ef6c51b6d9b2400a7229442f0cfcf2258cce21/praw-7.8.1.tar.gz", hash = "sha256:3c5767909f71e48853eb6335fef7b50a43cbe3da728cdfb16d3be92904b0a4d8", size = 154106 }
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+]
+
+[[package]]
+name = "prawcore"
+version = "2.4.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "requests" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/8a/62/d4c99cf472205f1e5da846b058435a6a7c988abf8eb6f7d632a7f32f4a77/prawcore-2.4.0.tar.gz", hash = "sha256:b7b2b5a1d04406e086ab4e79988dc794df16059862f329f4c6a43ed09986c335", size = 15862 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/96/5c/8af904314e42d5401afcfaff69940dc448e974f80f7aa39b241a4fbf0cf1/prawcore-2.4.0-py3-none-any.whl", hash = "sha256:29af5da58d85704b439ad3c820873ad541f4535e00bb98c66f0fbcc8c603065a", size = 17203 },
+]
+
 [[package]]
 name = "pre-commit"
-version = "4.0.1"
+version = "4.1.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cfgv" },
@@ -2369,9 +2401,9 @@ dependencies = [
     { name = "pyyaml" },
     { name = "virtualenv" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/2e/c8/e22c292035f1bac8b9f5237a2622305bc0304e776080b246f3df57c4ff9f/pre_commit-4.0.1.tar.gz", hash = "sha256:80905ac375958c0444c65e9cebebd948b3cdb518f335a091a670a89d652139d2", size = 191678 }
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+    { url = "https://files.pythonhosted.org/packages/43/b3/df14c580d82b9627d173ceea305ba898dca135feb360b6d84019d0803d3b/pre_commit-4.1.0-py2.py3-none-any.whl", hash = "sha256:d29e7cb346295bcc1cc75fc3e92e343495e3ea0196c9ec6ba53f49f10ab6ae7b", size = 220560 },
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 [[package]]
@@ -2394,14 +2426,14 @@ wheels = [
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.48"
+version = "3.0.50"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "wcwidth" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/2d/4f/feb5e137aff82f7c7f3248267b97451da3644f6cdc218edfe549fb354127/prompt_toolkit-3.0.48.tar.gz", hash = "sha256:d6623ab0477a80df74e646bdbc93621143f5caf104206aa29294d53de1a03d90", size = 424684 }
+sdist = { url = "https://files.pythonhosted.org/packages/a1/e1/bd15cb8ffdcfeeb2bdc215de3c3cffca11408d829e4b8416dcfe71ba8854/prompt_toolkit-3.0.50.tar.gz", hash = "sha256:544748f3860a2623ca5cd6d2795e7a14f3d0e1c3c9728359013f79877fc89bab", size = 429087 }
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@@ -3284,6 +3316,18 @@ wheels = [
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+[[package]]
+name = "update-checker"
+version = "0.18.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "requests" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/5c/0b/1bec4a6cc60d33ce93d11a7bcf1aeffc7ad0aa114986073411be31395c6f/update_checker-0.18.0.tar.gz", hash = "sha256:6a2d45bb4ac585884a6b03f9eade9161cedd9e8111545141e9aa9058932acb13", size = 6699 }
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 [[package]]
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