diff --git a/swarms/agents/.sourcery.yaml b/swarms/agents/.sourcery.yaml
new file mode 100644
index 00000000..e229d597
--- /dev/null
+++ b/swarms/agents/.sourcery.yaml
@@ -0,0 +1,74 @@
+# 🪄 This is your project's Sourcery configuration file.
+
+# You can use it to get Sourcery working in the way you want, such as
+# ignoring specific refactorings, skipping directories in your project,
+# or writing custom rules.
+
+# 📚 For a complete reference to this file, see the documentation at
+# https://docs.sourcery.ai/Configuration/Project-Settings/
+
+# This file was auto-generated by Sourcery on 2023-10-06 at 17:14.
+
+version: '1'  # The schema version of this config file
+
+ignore: # A list of paths or files which Sourcery will ignore.
+- .git
+- venv
+- .venv
+- env
+- .env
+- .tox
+- node_modules
+- vendor
+
+rule_settings:
+  enable:
+  - default
+  disable: []  # A list of rule IDs Sourcery will never suggest.
+  rule_types:
+  - refactoring
+  - suggestion
+  - comment
+  python_version: '3.9' # A string specifying the lowest Python version your project supports. Sourcery will not suggest refactorings requiring a higher Python version.
+
+# rules:  # A list of custom rules Sourcery will include in its analysis.
+# - id: no-print-statements
+#   description: Do not use print statements in the test directory.
+#   pattern: print(...)
+#   language: python
+#   replacement:
+#   condition:
+#   explanation:
+#   paths:
+#     include:
+#     - test
+#     exclude:
+#     - conftest.py
+#   tests: []
+#   tags: []
+
+# rule_tags: {} # Additional rule tags.
+
+# metrics:
+#   quality_threshold: 25.0
+
+# github:
+#   labels: []
+#   ignore_labels:
+#   - sourcery-ignore
+#   request_review: author
+#   sourcery_branch: sourcery/{base_branch}
+
+# clone_detection:
+#   min_lines: 3
+#   min_duplicates: 2
+#   identical_clones_only: false
+
+# proxy:
+#   url:
+#   ssl_certs_file:
+#   no_ssl_verify: false
+
+# coding_assistant:
+#   project_description: ''
+#   enabled:
diff --git a/swarms/agents/discordwithweb.py b/swarms/agents/discordwithweb.py
new file mode 100644
index 00000000..cb113598
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+++ b/swarms/agents/discordwithweb.py
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+import discord
+from discord.ext import commands
+
+import os
+import openai
+import requests
+
+from swarms.agents import Agent
+from swarms.agents.memory import VectorStoreRetriever
+from swarms.tools.base import BaseTool
+
+"""
+Custom tools for web search and memory retrieval.
+
+This code snippet defines two custom tools, `WebSearchTool` and `MemoryTool`, which are subclasses of the `BaseTool` class. The `WebSearchTool` makes a request to a search engine API and extracts the text from the top result. The `MemoryTool` retrieves relevant documents from a vector store and extracts the text from the document.
+
+Example Usage:
+```python
+web_search = WebSearchTool()
+result = web_search.run("python programming")
+print(result)
+# Output: The text from the top search result for "python programming"
+
+memory_tool = MemoryTool(retriever)
+result = memory_tool.run("python programming")
+print(result)
+# Output: The text from the relevant document retrieved from the vector store for "python programming"
+```
+
+Inputs:
+- `query` (str): The search query or document retrieval query.
+
+Flow:
+1. The `WebSearchTool` makes a request to the Bing search engine API with the provided query.
+2. The API response is stored in the `response` variable.
+3. The text from the top search result is extracted from the API response and stored in the `text` variable.
+4. The `MemoryTool` retrieves relevant documents from the vector store using the provided query.
+5. The relevant document is stored in the `relevant_doc` variable.
+6. The text from the relevant document is extracted and stored in the `text` variable.
+
+Outputs:
+- `text` (str): The extracted text from the top search result or relevant document.
+"""
+
+# Custom tools
+class WebSearchTool(BaseTool):
+
+    def run(self, query: str) -> str:
+        
+        # Make request to search engine API
+        response = requests.get(
+            "https://api.bing.com/v7.0/search",
+            params={
+                "q": query, 
+                "count": 1
+            }, 
+            headers={
+                "Ocp-Apim-Subscription-Key": "YOUR_API_KEY"
+            }
+        )
+
+        # Extract text from top result
+        top_result = response.json()["webPages"]["value"][0]
+        return top_result["snippet"]
+
+
+class MemoryTool(BaseTool):
+
+    def __init__(self, retriever):
+        self.retriever = retriever
+
+    def run(self, query: str) -> str:
+        
+        # Retrieve relevant document from vectorstore
+        docs = self.retriever.retrieve(query)
+        relevant_doc = docs[0]
+        
+        # Extract text from document
+        text = relevant_doc.text
+        
+        return text
+
+# Discord bot setup
+intents = discord.Intents.default()
+bot = commands.Bot(command_prefix='!', intents=intents)
+
+# OpenAI API setup
+openai.api_key = os.getenv("OPENAI_API_KEY")
+
+# Memory setup
+vectorstore_client = VectorStoreClient() 
+retriever = VectorStoreRetriever(vectorstore_client)
+
+# Tools setup
+web_search = WebSearchTool()
+memory = MemoryTool(retriever)
+tools = [web_search, memory]
+
+# Create the agent
+agent = Agent(
+  name="DiscordAssistant",
+  llm=openai,
+  memory=retriever,
+  tools=tools
+)
+
+@bot.command()
+async def query(ctx, *, input):
+  response = agent.run(input)
+  await ctx.send(response)
+  
+bot.run(os.getenv("DISCORD_BOT_TOKEN"))