diff --git a/docker-compose.yml b/docker-compose.yml
index b2db4939f..c5ea3bbf0 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -11,6 +11,7 @@ include:
   - ./agents-api/docker-compose.yml
   - ./scheduler/docker-compose.yml
   - ./llm-proxy/docker-compose.yml
+  - ./integrations-service/docker-compose.yml
 
   # TODO: Enable after testing
   # - ./monitoring/docker-compose.yml
diff --git a/integrations-service/Dockerfile b/integrations-service/Dockerfile
new file mode 100644
index 000000000..785021926
--- /dev/null
+++ b/integrations-service/Dockerfile
@@ -0,0 +1,19 @@
+FROM python:3.11-slim
+
+WORKDIR /app
+
+# Install Poetry
+RUN pip install poetry
+
+# Copy only requirements to cache them in docker layer
+COPY pyproject.toml poetry.lock* /app/
+
+# Project initialization:
+RUN poetry config virtualenvs.create false \
+    && poetry install --no-interaction --no-ansi
+
+# Copy project
+COPY . ./
+
+# Run the application
+CMD ["python", "-m", "integrations.web", "--host", "0.0.0.0", "--port", "8000"]
\ No newline at end of file
diff --git a/integrations-service/docker-compose.yml b/integrations-service/docker-compose.yml
new file mode 100644
index 000000000..750dc473d
--- /dev/null
+++ b/integrations-service/docker-compose.yml
@@ -0,0 +1,26 @@
+name: julep-integrations
+
+# Shared environment variables
+x--shared-environment: &shared-environment
+  OPENAI_API_KEY: ${OPENAI_API_KEY}
+
+services:
+  integrations:
+    environment:
+      <<: *shared-environment
+    
+    build: .
+    ports:
+      - "8000:8000"
+    
+    develop:
+      watch:
+        - action: sync+restart
+          path: ./
+          target: /app/
+          ignore:
+            - ./**/*.pyc
+        - action: rebuild
+          path: poetry.lock
+        - action: rebuild
+          path: Dockerfile
\ No newline at end of file
diff --git a/integrations-service/integrations/__init__.py b/integrations-service/integrations/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/integrations-service/integrations/models/__init__.py b/integrations-service/integrations/models/__init__.py
new file mode 100644
index 000000000..5efd3c797
--- /dev/null
+++ b/integrations-service/integrations/models/__init__.py
@@ -0,0 +1,17 @@
+from .dalle_image_generator import (
+    DalleImageGeneratorArguments,
+    DalleImageGeneratorSetup,
+)
+from .duckduckgo_search import DuckDuckGoSearchExecutionArguments
+from .hacker_news import HackerNewsExecutionArguments
+
+# TODO: Move these models somewhere else
+from .models import (
+    ExecuteIntegrationArguments,
+    ExecuteIntegrationSetup,
+    IntegrationDef,
+    IntegrationExecutionRequest,
+    IntegrationExecutionResponse,
+)
+from .weather import WeatherExecutionArguments, WeatherExecutionSetup
+from .wikipedia import WikipediaExecutionArguments
diff --git a/integrations-service/integrations/models/dalle_image_generator.py b/integrations-service/integrations/models/dalle_image_generator.py
new file mode 100644
index 000000000..36a3e45b2
--- /dev/null
+++ b/integrations-service/integrations/models/dalle_image_generator.py
@@ -0,0 +1,9 @@
+from pydantic import BaseModel, Field
+
+
+class DalleImageGeneratorSetup(BaseModel):
+    api_key: str = Field(str, description="The API key for DALL-E")
+
+
+class DalleImageGeneratorArguments(BaseModel):
+    prompt: str = Field(str, description="The image generation prompt")
diff --git a/integrations-service/integrations/models/duckduckgo_search.py b/integrations-service/integrations/models/duckduckgo_search.py
new file mode 100644
index 000000000..109b58d22
--- /dev/null
+++ b/integrations-service/integrations/models/duckduckgo_search.py
@@ -0,0 +1,5 @@
+from pydantic import BaseModel, Field
+
+
+class DuckDuckGoSearchExecutionArguments(BaseModel):
+    query: str = Field(..., description="The search query string")
diff --git a/integrations-service/integrations/models/hacker_news.py b/integrations-service/integrations/models/hacker_news.py
new file mode 100644
index 000000000..057ec83bd
--- /dev/null
+++ b/integrations-service/integrations/models/hacker_news.py
@@ -0,0 +1,5 @@
+from pydantic import BaseModel, Field
+
+
+class HackerNewsExecutionArguments(BaseModel):
+    url: str = Field(..., description="The URL of the Hacker News thread to fetch")
diff --git a/integrations-service/integrations/models/models.py b/integrations-service/integrations/models/models.py
new file mode 100644
index 000000000..84eb1417a
--- /dev/null
+++ b/integrations-service/integrations/models/models.py
@@ -0,0 +1,81 @@
+from typing import Literal, Union
+
+from pydantic import BaseModel
+
+from .dalle_image_generator import (
+    DalleImageGeneratorArguments,
+    DalleImageGeneratorSetup,
+)
+from .duckduckgo_search import DuckDuckGoSearchExecutionArguments
+from .hacker_news import HackerNewsExecutionArguments
+from .weather import WeatherExecutionArguments, WeatherExecutionSetup
+from .wikipedia import WikipediaExecutionArguments
+
+ExecuteIntegrationArguments = Union[
+    WikipediaExecutionArguments,
+    DuckDuckGoSearchExecutionArguments,
+    DalleImageGeneratorArguments,
+    WeatherExecutionArguments,
+    HackerNewsExecutionArguments,
+]
+
+ExecuteIntegrationSetup = Union[
+    DalleImageGeneratorSetup,
+    WeatherExecutionSetup,
+]
+
+
+class IntegrationExecutionRequest(BaseModel):
+    setup: ExecuteIntegrationSetup | None = None
+    """
+    The setup parameters the integration accepts (such as API keys)
+    """
+    arguments: ExecuteIntegrationArguments
+    """
+    The arguments to pass to the integration
+    """
+
+
+class IntegrationExecutionResponse(BaseModel):
+    result: str
+    """
+    The result of the integration execution
+    """
+
+
+class IntegrationDef(BaseModel):
+    provider: (
+        Literal[
+            "dummy",
+            "dalle_image_generator",
+            "duckduckgo_search",
+            "hacker_news",
+            "weather",
+            "wikipedia",
+            "twitter",
+            "web_base",
+            "requests",
+            "gmail",
+            "tts_query",
+        ]
+        | None
+    ) = None
+    """
+    The provider of the integration
+    """
+    method: str | None = None
+    """
+    The specific method of the integration to call
+    """
+    description: str | None = None
+    """
+    Optional description of the integration
+    """
+    setup: dict | None = None
+    """
+    The setup parameters the integration accepts
+    """
+    arguments: dict | None = None
+    """
+    The arguments to pre-apply to the integration call
+    """
diff --git a/integrations-service/integrations/models/weather.py b/integrations-service/integrations/models/weather.py
new file mode 100644
index 000000000..c432e1e54
--- /dev/null
+++ b/integrations-service/integrations/models/weather.py
@@ -0,0 +1,13 @@
+from pydantic import BaseModel, Field
+
+
+class WeatherExecutionSetup(BaseModel):
+    openweathermap_api_key: str = Field(
+        ..., description="The location for which to fetch weather data"
+    )
+
+
+class WeatherExecutionArguments(BaseModel):
+    location: str = Field(
+        ..., description="The location for which to fetch weather data"
+    )
diff --git a/integrations-service/integrations/models/wikipedia.py b/integrations-service/integrations/models/wikipedia.py
new file mode 100644
index 000000000..8276d8484
--- /dev/null
+++ b/integrations-service/integrations/models/wikipedia.py
@@ -0,0 +1,6 @@
+from pydantic import BaseModel, Field
+
+
+class WikipediaExecutionArguments(BaseModel):
+    query: str = Field(..., description="The search query string")
+    load_max_docs: int = Field(2, description="Maximum number of documents to load")
diff --git a/integrations-service/integrations/routers/__init__.py b/integrations-service/integrations/routers/__init__.py
new file mode 100644
index 000000000..f1be65754
--- /dev/null
+++ b/integrations-service/integrations/routers/__init__.py
@@ -0,0 +1,2 @@
+from .execution.router import router as execution_router
+from .integrations.router import router as integrations_router
diff --git a/integrations-service/integrations/routers/execution/__init__.py b/integrations-service/integrations/routers/execution/__init__.py
new file mode 100644
index 000000000..ef8e79dda
--- /dev/null
+++ b/integrations-service/integrations/routers/execution/__init__.py
@@ -0,0 +1 @@
+from .execute import execute
diff --git a/integrations-service/integrations/routers/execution/execute.py b/integrations-service/integrations/routers/execution/execute.py
new file mode 100644
index 000000000..9baf63795
--- /dev/null
+++ b/integrations-service/integrations/routers/execution/execute.py
@@ -0,0 +1,19 @@
+from fastapi import Body, HTTPException, Path
+
+from ...models import IntegrationExecutionRequest, IntegrationExecutionResponse
+from ...utils.execute_integration import execute_integration
+from .router import router
+
+
+@router.post("/execute/{provider}", tags=["execution"])
+async def execute(
+    provider: str = Path(..., description="The integration provider"),
+    request: IntegrationExecutionRequest = Body(
+        ..., description="The integration execution request"
+    ),
+) -> IntegrationExecutionResponse:
+    try:
+        result = await execute_integration(provider, request.setup, request.arguments)
+        return IntegrationExecutionResponse(result=result)
+    except ValueError as e:
+        raise HTTPException(status_code=400, detail=str(e))
diff --git a/integrations-service/integrations/routers/execution/router.py b/integrations-service/integrations/routers/execution/router.py
new file mode 100644
index 000000000..5c3ec9311
--- /dev/null
+++ b/integrations-service/integrations/routers/execution/router.py
@@ -0,0 +1,3 @@
+from fastapi import APIRouter
+
+router: APIRouter = APIRouter()
diff --git a/integrations-service/integrations/routers/integrations/__init__.py b/integrations-service/integrations/routers/integrations/__init__.py
new file mode 100644
index 000000000..01645a176
--- /dev/null
+++ b/integrations-service/integrations/routers/integrations/__init__.py
@@ -0,0 +1,2 @@
+from .get_integration_tool import get_integration_tool
+from .get_integrations import get_integrations
diff --git a/integrations-service/integrations/routers/integrations/get_integration_tool.py b/integrations-service/integrations/routers/integrations/get_integration_tool.py
new file mode 100644
index 000000000..8392c52d2
--- /dev/null
+++ b/integrations-service/integrations/routers/integrations/get_integration_tool.py
@@ -0,0 +1,40 @@
+from typing import Optional
+
+from fastapi import HTTPException
+
+from ...models.models import IntegrationDef
+from .get_integrations import get_integrations
+from .router import router
+
+
+def convert_to_openai_tool(integration: IntegrationDef) -> dict:
+    return {
+        "type": "function",
+        "function": {
+            "name": integration.provider,
+            "description": integration.description,
+            "parameters": {
+                "type": "object",
+                "properties": integration.arguments,
+                "required": [
+                    k
+                    for k, v in integration.arguments.items()
+                    if v.get("required", False)
+                ],
+            },
+        },
+    }
+
+
+@router.get("/integrations/{provider}/tool", tags=["integration_tool"])
+@router.get("/integrations/{provider}/{method}/tool", tags=["integration_tool"])
+async def get_integration_tool(provider: str, method: Optional[str] = None):
+    integrations = await get_integrations()
+
+    for integration in integrations:
+        if integration.provider == provider and (
+            method is None or integration.method == method
+        ):
+            return convert_to_openai_tool(integration)
+
+    raise HTTPException(status_code=404, detail="Integration not found")
diff --git a/integrations-service/integrations/routers/integrations/get_integrations.py b/integrations-service/integrations/routers/integrations/get_integrations.py
new file mode 100644
index 000000000..ff47340c0
--- /dev/null
+++ b/integrations-service/integrations/routers/integrations/get_integrations.py
@@ -0,0 +1,82 @@
+import importlib
+import inspect
+import os
+from typing import Any, List
+
+from pydantic import BaseModel
+
+from ...models.models import IntegrationDef
+from ...utils import integrations
+from .router import router
+
+
+def create_integration_def(module: Any) -> IntegrationDef:
+    module_parts = module.__name__.split(".")
+    if len(module_parts) > 4:  # Nested integration
+        provider = module_parts[-2]
+        method = module_parts[-1]
+    else:  # Top-level integration
+        provider = module_parts[-1]
+        method = None
+
+    # Find the first function in the module
+    function_name = next(
+        name
+        for name, obj in inspect.getmembers(module)
+        if inspect.isfunction(obj) and not name.startswith("_")
+    )
+    function = getattr(module, function_name)
+    signature = inspect.signature(function)
+
+    # Get the Pydantic model for the parameters
+    params_model = next(iter(signature.parameters.values())).annotation
+
+    # Check if the params_model is a Pydantic model
+    if issubclass(params_model, BaseModel):
+        arguments = {}
+        for field_name, field in params_model.model_fields.items():
+            field_type = field.annotation
+            arguments[field_name] = {
+                "type": field_type.__name__.lower(),
+                "description": field.description,
+            }
+    else:
+        # Fallback to a dictionary if it's not a Pydantic model
+        arguments = {
+            param.name: {"type": str(param.annotation.__name__).lower()}
+            for param in signature.parameters.values()
+            if param.name != "parameters"
+        }
+
+    return IntegrationDef(
+        provider=provider,
+        method=method,
+        description=function.__doc__.strip() if function.__doc__ else None,
+        arguments=arguments,
+    )
+
+
+@router.get("/integrations", tags=["integrations"])
+async def get_integrations() -> List[IntegrationDef]:
+    integration_defs = []
+    integrations_dir = os.path.dirname(integrations.__file__)
+
+    for item in os.listdir(integrations_dir):
+        item_path = os.path.join(integrations_dir, item)
+
+        if os.path.isdir(item_path):
+            # This is a toolkit
+            for file in os.listdir(item_path):
+                if file.endswith(".py") and not file.startswith("__"):
+                    module = importlib.import_module(
+                        f"...utils.integrations.{item}.{file[:-3]}", package=__package__
+                    )
+                    integration_defs.append(create_integration_def(module))
+        elif item.endswith(".py") and not item.startswith("__"):
+            # This is a single-file tool
+            module = importlib.import_module(
+                f"...utils.integrations.{item[:-3]}", package=__package__
+            )
+            integration_defs.append(create_integration_def(module))
+
+    return integration_defs
diff --git a/integrations-service/integrations/routers/integrations/router.py b/integrations-service/integrations/routers/integrations/router.py
new file mode 100644
index 000000000..5c3ec9311
--- /dev/null
+++ b/integrations-service/integrations/routers/integrations/router.py
@@ -0,0 +1,3 @@
+from fastapi import APIRouter
+
+router: APIRouter = APIRouter()
diff --git a/integrations-service/integrations/utils/execute_integration.py b/integrations-service/integrations/utils/execute_integration.py
new file mode 100644
index 000000000..a6b05ae90
--- /dev/null
+++ b/integrations-service/integrations/utils/execute_integration.py
@@ -0,0 +1,26 @@
+from ..models import ExecuteIntegrationArguments, ExecuteIntegrationSetup
+from .integrations.dalle_image_generator import dalle_image_generator
+from .integrations.duckduckgo_search import duckduckgo_search
+from .integrations.hacker_news import hacker_news
+from .integrations.weather import weather
+from .integrations.wikipedia import wikipedia
+
+
+async def execute_integration(
+    provider: str,
+    setup: ExecuteIntegrationSetup | None,
+    arguments: ExecuteIntegrationArguments,
+) -> str:
+    match provider:
+        case "duckduckgo_search":
+            return await duckduckgo_search(arguments=arguments)
+        case "dalle_image_generator":
+            return await dalle_image_generator(setup=setup, arguments=arguments)
+        case "wikipedia":
+            return await wikipedia(arguments=arguments)
+        case "weather":
+            return await weather(setup=setup, arguments=arguments)
+        case "hacker_news":
+            return await hacker_news(arguments=arguments)
+        case _:
+            raise ValueError(f"Unknown integration: {provider}")
diff --git a/integrations-service/integrations/utils/integrations/__init__.py b/integrations-service/integrations/utils/integrations/__init__.py
new file mode 100644
index 000000000..5047b57bd
--- /dev/null
+++ b/integrations-service/integrations/utils/integrations/__init__.py
@@ -0,0 +1,5 @@
+from .dalle_image_generator import dalle_image_generator
+from .duckduckgo_search import duckduckgo_search
+from .hacker_news import hacker_news
+from .weather import weather
+from .wikipedia import wikipedia
diff --git a/integrations-service/integrations/utils/integrations/__tts_query.py b/integrations-service/integrations/utils/integrations/__tts_query.py
new file mode 100644
index 000000000..b4ce59d4d
--- /dev/null
+++ b/integrations-service/integrations/utils/integrations/__tts_query.py
@@ -0,0 +1,20 @@
+import os
+
+from langchain_community.tools import ElevenLabsText2SpeechTool
+
+
+async def tts_query(arguments: dict) -> str:
+    """
+    Converts text to speech using ElevenLabs API and plays the generated audio.
+    """
+    text_to_speak = arguments.get("query")
+    if not text_to_speak:
+        raise ValueError("Query parameter is required for text to speech")
+
+    eleven_api_key = os.getenv("ELEVEN_API_KEY")
+
+    tts = ElevenLabsText2SpeechTool(eleven_api_key=eleven_api_key)
+
+    speech_file = tts.run(text_to_speak)
+
+    return tts.play(speech_file)
diff --git a/integrations-service/integrations/utils/integrations/__twitter.py b/integrations-service/integrations/utils/integrations/__twitter.py
new file mode 100644
index 000000000..b21b18197
--- /dev/null
+++ b/integrations-service/integrations/utils/integrations/__twitter.py
@@ -0,0 +1,32 @@
+import os
+
+from langchain_community.document_loaders import TwitterTweetLoader
+
+
+async def twitter(arguments: dict) -> str:
+    """
+    Loads tweets from specified Twitter users and returns them as formatted string.
+    """
+    bearer_token = os.getenv("TWITTER_BEARER_TOKEN")
+    if not bearer_token:
+        raise ValueError("Twitter API bearer token is not set")
+
+    twitter_users = arguments.get("twitter_users")
+    if not twitter_users:
+        raise ValueError("Twitter users parameter is required for Twitter loader")
+
+    number_tweets = arguments.get("number_tweets", 50)
+
+    loader = TwitterTweetLoader.from_bearer_token(
+        oauth2_bearer_token=bearer_token,
+        twitter_users=twitter_users,
+        number_tweets=number_tweets,
+    )
+
+    documents = loader.load()
+
+    # Format the results as a string
+    result = "\n\n".join(
+        [f"Tweet: {doc.page_content}\nMetadata: {doc.metadata}" for doc in documents]
+    )
+    return result
diff --git a/integrations-service/integrations/utils/integrations/dalle_image_generator.py b/integrations-service/integrations/utils/integrations/dalle_image_generator.py
new file mode 100644
index 000000000..e0a6496b8
--- /dev/null
+++ b/integrations-service/integrations/utils/integrations/dalle_image_generator.py
@@ -0,0 +1,22 @@
+from langchain_community.utilities.dalle_image_generator import DallEAPIWrapper
+
+from ...models import DalleImageGeneratorArguments, DalleImageGeneratorSetup
+
+
+async def dalle_image_generator(
+    setup: DalleImageGeneratorSetup, arguments: DalleImageGeneratorArguments
+) -> str:
+    """
+    Generates an image using DALL-E based on a provided prompt.
+    """
+
+    assert isinstance(setup, DalleImageGeneratorSetup), "Invalid setup"
+    assert isinstance(arguments, DalleImageGeneratorArguments), "Invalid arguments"
+
+    # FIXME: Fix OpenAI API Key error
+
+    dalle = DallEAPIWrapper(api_key=setup.api_key)
+    prompt = arguments.prompt
+    if not prompt:
+        raise ValueError("Prompt parameter is required for DALL-E image generation")
+    return dalle.run(prompt)
diff --git a/integrations-service/integrations/utils/integrations/duckduckgo_search.py b/integrations-service/integrations/utils/integrations/duckduckgo_search.py
new file mode 100644
index 000000000..a8ea38f56
--- /dev/null
+++ b/integrations-service/integrations/utils/integrations/duckduckgo_search.py
@@ -0,0 +1,15 @@
+from langchain_community.tools import DuckDuckGoSearchRun
+
+from ...models import DuckDuckGoSearchExecutionArguments
+
+
+async def duckduckgo_search(arguments: DuckDuckGoSearchExecutionArguments) -> str:
+    """
+    Performs a web search using DuckDuckGo and returns the results.
+    """
+
+    search = DuckDuckGoSearchRun()
+    query = arguments.query
+    if not query:
+        raise ValueError("Query parameter is required for DuckDuckGo search")
+    return search.run(query)
diff --git a/integrations-service/integrations/utils/integrations/gmail/send_mail.py b/integrations-service/integrations/utils/integrations/gmail/send_mail.py
new file mode 100644
index 000000000..e1863f280
--- /dev/null
+++ b/integrations-service/integrations/utils/integrations/gmail/send_mail.py
@@ -0,0 +1,6 @@
+async def send_mail(arguments: dict) -> str:
+    """
+    Dummy integration for sending an email to a specified recipient with a given subject and message.
+    """
+
+    return "Mail sent"
diff --git a/integrations-service/integrations/utils/integrations/hacker_news.py b/integrations-service/integrations/utils/integrations/hacker_news.py
new file mode 100644
index 000000000..522b64e58
--- /dev/null
+++ b/integrations-service/integrations/utils/integrations/hacker_news.py
@@ -0,0 +1,31 @@
+from langchain_community.document_loaders import HNLoader
+
+from ...models import HackerNewsExecutionArguments
+
+
+async def hacker_news(arguments: HackerNewsExecutionArguments) -> str:
+    """
+    Fetches and formats content from a Hacker News thread using the provided URL.
+    """
+
+    assert isinstance(arguments, HackerNewsExecutionArguments), "Invalid arguments"
+
+    url = arguments.url
+    if not url:
+        raise ValueError("URL parameter is required for Hacker News search")
+    loader = HNLoader(url)
+    documents = loader.load()
+
+    if not documents:
+        raise ValueError("No data found for the given URL")
+
+    # data is a list of documents,
+    result = "\n\n".join(
+        [
+            f"Title: {doc.metadata['title']}\n"
+            f"Source: {doc.metadata['source']}\n"
+            f"Content: {doc.page_content}..."
+            for doc in documents
+        ]
+    )
+    return result
diff --git a/integrations-service/integrations/utils/integrations/weather.py b/integrations-service/integrations/utils/integrations/weather.py
new file mode 100644
index 000000000..2bf00d295
--- /dev/null
+++ b/integrations-service/integrations/utils/integrations/weather.py
@@ -0,0 +1,24 @@
+from langchain_community.utilities import OpenWeatherMapAPIWrapper
+
+from ...models import WeatherExecutionArguments, WeatherExecutionSetup
+
+
+async def weather(
+    setup: WeatherExecutionSetup, arguments: WeatherExecutionArguments
+) -> str:
+    """
+    Fetches weather data for a specified location using OpenWeatherMap API.
+    """
+
+    assert isinstance(setup, WeatherExecutionSetup), "Invalid setup"
+    assert isinstance(arguments, WeatherExecutionArguments), "Invalid arguments"
+
+    location = arguments.location
+
+    openweathermap_api_key = setup.openweathermap_api_key
+    if not location:
+        raise ValueError("Location parameter is required for weather data")
+
+    weather = OpenWeatherMapAPIWrapper(openweathermap_api_key=openweathermap_api_key)
+
+    return weather.run(location)
diff --git a/integrations-service/integrations/utils/integrations/wikipedia.py b/integrations-service/integrations/utils/integrations/wikipedia.py
new file mode 100644
index 000000000..9e04d2871
--- /dev/null
+++ b/integrations-service/integrations/utils/integrations/wikipedia.py
@@ -0,0 +1,29 @@
+from langchain_community.document_loaders import WikipediaLoader
+
+from ...models import WikipediaExecutionArguments
+
+
+async def wikipedia(arguments: WikipediaExecutionArguments) -> str:
+    """
+    Searches Wikipedia for a given query and returns formatted results.
+    """
+
+    query = arguments.query
+    if not query:
+        raise ValueError("Query parameter is required for Wikipedia search")
+
+    load_max_docs = arguments.load_max_docs
+
+    loader = WikipediaLoader(query=query, load_max_docs=load_max_docs)
+    documents = loader.load()
+
+    # Format the results as string
+    result = "\n\n".join(
+        [
+            f"Title: {doc.metadata['title']}\n"
+            f"Summary: {doc.metadata['summary']}\n"
+            f"Content: {doc.page_content}..."
+            for doc in documents
+        ]
+    )
+    return result
diff --git a/integrations-service/integrations/web.py b/integrations-service/integrations/web.py
new file mode 100644
index 000000000..ae91a53ca
--- /dev/null
+++ b/integrations-service/integrations/web.py
@@ -0,0 +1,83 @@
+import logging
+from typing import Any, Callable
+
+import fire
+import uvicorn
+from fastapi import FastAPI, Request, status
+from fastapi.exceptions import HTTPException, RequestValidationError
+from fastapi.responses import JSONResponse
+
+from .routers import execution_router, integrations_router
+
+app: FastAPI = FastAPI()
+
+# Add routers
+app.include_router(integrations_router)
+app.include_router(execution_router)
+
+
+logger: logging.Logger = logging.getLogger(__name__)
+
+
+def make_exception_handler(status: int) -> Callable[[Any, Any], Any]:
+    """
+    Creates a custom exception handler for the application.
+
+    Parameters:
+    - status (int): The HTTP status code to return for this exception.
+
+    Returns:
+    A callable exception handler that logs the exception and returns a JSON response with the specified status code.
+    """
+
+    async def _handler(request: Request, exc):
+        exc_str = f"{exc}".replace("\n", " ").replace("   ", " ")
+        logger.exception(exc)
+        content = {"status_code": status, "message": exc_str, "data": None}
+        return JSONResponse(content=content, status_code=status)
+
+    return _handler
+
+
+def register_exceptions(app: FastAPI) -> None:
+    """
+    Registers custom exception handlers for the FastAPI application.
+
+    Parameters:
+    - app (FastAPI): The FastAPI application instance to register the exception handlers for.
+    """
+    app.add_exception_handler(
+        RequestValidationError,
+        make_exception_handler(status.HTTP_422_UNPROCESSABLE_ENTITY),
+    )
+
+
+@app.exception_handler(HTTPException)
+async def http_exception_handler(request, exc: HTTPException):  # pylint: disable=unused-argument
+    return JSONResponse(
+        status_code=exc.status_code,
+        content={"error": {"message": str(exc)}},
+    )
+
+
+def main(
+    host="0.0.0.0",
+    port=8000,
+    backlog=4096,
+    timeout_keep_alive=30,
+    workers=None,
+    log_level="info",
+) -> None:
+    uvicorn.run(
+        app,
+        host=host,
+        port=port,
+        log_level=log_level,
+        timeout_keep_alive=timeout_keep_alive,
+        backlog=backlog,
+        workers=workers,
+    )
+
+
+if __name__ == "__main__":
+    fire.Fire(main)
diff --git a/integrations-service/poetry.lock b/integrations-service/poetry.lock
new file mode 100644
index 000000000..64f1f5d9e
--- /dev/null
+++ b/integrations-service/poetry.lock
@@ -0,0 +1,1961 @@
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.4.0"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "aiohappyeyeballs-2.4.0.tar.gz", hash = "sha256:55a1714f084e63d49639800f95716da97a1f173d46a16dfcfda0016abb93b6b2"},
+]
+
+[[package]]
+name = "aiohttp"
+version = "3.10.5"
+description = "Async http client/server framework (asyncio)"
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+lock-version = "2.0"
+python-versions = "^3.11"
+content-hash = "b95dc395968a39b158126bb9075994b854a809e348cfb3ace44b2244e59a7c4b"
diff --git a/integrations-service/pyproject.toml b/integrations-service/pyproject.toml
new file mode 100644
index 000000000..cb3d19290
--- /dev/null
+++ b/integrations-service/pyproject.toml
@@ -0,0 +1,36 @@
+[tool.poetry]
+name = "integrations"
+version = "0.1.0"
+description = "Integration service for various AI tools"
+authors = ["Your Name <your.email@example.com>"]
+
+[tool.poetry.dependencies]
+python = "^3.11"
+langchain-community = "^0.3.0"
+fastapi = "^0.115.0"
+uvicorn = "^0.30.6"
+langchain = "^0.3.0"
+pydantic = "^2.9.2"
+duckduckgo-search = "^6.2.13"
+openai = "^1.47.1"
+tweepy = "^4.14.0"
+wikipedia = "^1.4.0"
+fire = "^0.6.0"
+pyowm = "^3.3.0"
+
+[tool.poe.tasks]
+format = "ruff format"
+lint = "ruff check --select I --fix --unsafe-fixes agents_api/**/*.py migrations/**/*.py tests/**/*.py"
+typecheck = "pytype --config pytype.toml"
+check = [
+    "lint",
+    "format",
+    "typecheck",
+]
+
+[tool.poetry.dev-dependencies]
+pytest = "^6.2.5"
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
\ No newline at end of file
diff --git a/integrations-service/pytype.toml b/integrations-service/pytype.toml
new file mode 100644
index 000000000..2371cea58
--- /dev/null
+++ b/integrations-service/pytype.toml
@@ -0,0 +1,64 @@
+# NOTE: All relative paths are relative to the location of this file.
+
+[tool.pytype]
+
+# Space-separated list of files or directories to exclude.
+exclude = [
+]
+
+# Space-separated list of files or directories to process.
+inputs = [
+    '.',
+]
+
+# Keep going past errors to analyze as many files as possible.
+keep_going = true
+
+# Run N jobs in parallel. When 'auto' is used, this will be equivalent to the
+# number of CPUs on the host system.
+jobs = 'auto'
+
+# All pytype output goes here.
+output = '.pytype'
+
+# Platform (e.g., "linux", "win32") that the target code runs on.
+platform = 'linux'
+
+# Paths to source code directories, separated by ':'.
+pythonpath = '.'
+
+# Python version (major.minor) of the target code.
+python_version = '3.11'
+
+# Don't allow None to match bool. This flag is temporary and will be removed
+# once this behavior is enabled by default.
+none_is_not_bool = true
+
+# Variables initialized as None retain their None binding. This flag is
+# temporary and will be removed once this behavior is enabled by default.
+strict_none_binding = true
+
+# Space-separated list of error names to ignore.
+disable = [
+    'pyi-error',
+]
+
+# --------------
+# Optional flags
+# --------------
+
+# Bind 'self' in methods with non-transparent decorators. This flag is temporary
+# and will be removed once this behavior is enabled by default.
+bind_decorated_methods = false
+
+# Enable parameter count checks for overriding methods with renamed arguments.
+# This flag is temporary and will be removed once this behavior is enabled by
+# default.
+overriding_renamed_parameter_count_checks = false
+
+# Opt-in: Do not allow Any as a return type.
+no_return_any = false
+
+# Opt-in: Require decoration with @typing.override when overriding a method or
+# nested class attribute of a parent class.
+require_override_decorator = false
\ No newline at end of file