diff --git a/agents-api/agents_api/activities/execute_integration.py b/agents-api/agents_api/activities/execute_integration.py
index ae44fd2b9..55cc7192b 100644
--- a/agents-api/agents_api/activities/execute_integration.py
+++ b/agents-api/agents_api/activities/execute_integration.py
@@ -11,7 +11,7 @@
 from ..models.tools import get_tool_args_from_metadata
 
 
-@auto_blob_store
+@auto_blob_store(deep=True)
 @beartype
 async def execute_integration(
     context: StepContext,
diff --git a/agents-api/agents_api/activities/task_steps/base_evaluate.py b/agents-api/agents_api/activities/task_steps/base_evaluate.py
index 91a631574..2c56b315f 100644
--- a/agents-api/agents_api/activities/task_steps/base_evaluate.py
+++ b/agents-api/agents_api/activities/task_steps/base_evaluate.py
@@ -1,9 +1,14 @@
 import ast
 from typing import Any
 
+import simpleeval
 from beartype import beartype
 from box import Box
 from openai import BaseModel
+
+# Increase the max string length to 300000
+simpleeval.MAX_STRING_LENGTH = 300000
+
 from simpleeval import NameNotDefined, SimpleEval
 from temporalio import activity
 from thefuzz import fuzz
diff --git a/agents-api/agents_api/autogen/Tools.py b/agents-api/agents_api/autogen/Tools.py
index b1fb66eef..0b7e8c224 100644
--- a/agents-api/agents_api/autogen/Tools.py
+++ b/agents-api/agents_api/autogen/Tools.py
@@ -12,6 +12,7 @@
     BaseModel,
     ConfigDict,
     Field,
+    RootModel,
     StrictBool,
 )
 
@@ -50,6 +51,10 @@ class ApiCallDef(BaseModel):
     """
     The data to send as form data
     """
+    files: dict[str, Any] | None = None
+    """
+    The data to send as files data
+    """
     json_: Annotated[dict[str, Any] | None, Field(alias="json")] = None
     """
     JSON body to send with the request
@@ -117,6 +122,10 @@ class ApiCallDefUpdate(BaseModel):
     """
     The data to send as form data
     """
+    files: dict[str, Any] | None = None
+    """
+    The data to send as files data
+    """
     json_: Annotated[dict[str, Any] | None, Field(alias="json")] = None
     """
     JSON body to send with the request
@@ -189,6 +198,7 @@ class BaseIntegrationDef(BaseModel):
         "browserbase",
         "email",
         "remote_browser",
+        "llama_parse",
     ]
     """
     The provider of the integration
@@ -225,6 +235,7 @@ class BaseIntegrationDefUpdate(BaseModel):
             "browserbase",
             "email",
             "remote_browser",
+            "llama_parse",
         ]
         | None
     ) = None
@@ -720,6 +731,7 @@ class CreateToolRequest(BaseModel):
         | BrowserbaseGetSessionLiveUrlsIntegrationDef
         | BrowserbaseGetSessionConnectUrlIntegrationDef
         | RemoteBrowserIntegrationDef
+        | LlamaParseIntegrationDef
         | None
     ) = None
     """
@@ -947,6 +959,154 @@ class FunctionDef(BaseModel):
     """
 
 
+class LlamaParseFetchArguments(BaseModel):
+    """
+    Arguments for LlamaParse integration
+    """
+
+    model_config = ConfigDict(
+        populate_by_name=True,
+    )
+    result_format: Literal["text", "markdown"] = "text"
+    """
+    The format of the result. Can be "text" or "markdown". Default is "text".
+    """
+    num_workers: Annotated[int, Field(ge=1, le=10)] = 2
+    """
+    Number of workers for parallel processing. Default is 2, but can be set between 1 and 10.
+    """
+    verbose: StrictBool = True
+    """
+    Verbose mode for detailed logging. Default is true.
+    """
+    language: str = "en"
+    """
+    Language of the text. Default is English.
+    """
+    filename: str | None = None
+    """
+    File Name. If not provided, a random name will be generated.
+    """
+    file: str
+    """
+    The base64 string of the file
+    """
+
+
+class LlamaParseFetchArgumentsUpdate(BaseModel):
+    """
+    Arguments for LlamaParse integration
+    """
+
+    model_config = ConfigDict(
+        populate_by_name=True,
+    )
+    result_format: Literal["text", "markdown"] = "text"
+    """
+    The format of the result. Can be "text" or "markdown". Default is "text".
+    """
+    num_workers: Annotated[int, Field(ge=1, le=10)] = 2
+    """
+    Number of workers for parallel processing. Default is 2, but can be set between 1 and 10.
+    """
+    verbose: StrictBool = True
+    """
+    Verbose mode for detailed logging. Default is true.
+    """
+    language: str = "en"
+    """
+    Language of the text. Default is English.
+    """
+    filename: str | None = None
+    """
+    File Name. If not provided, a random name will be generated.
+    """
+    file: str | None = None
+    """
+    The base64 string of the file
+    """
+
+
+class LlamaParseIntegrationDef(BaseIntegrationDef):
+    """
+    LlamaParse integration definition
+    """
+
+    model_config = ConfigDict(
+        populate_by_name=True,
+    )
+    provider: Literal["llama_parse"] = "llama_parse"
+    """
+    The provider must be "LlamaParseSetup"
+    """
+    method: str | None = None
+    """
+    The specific method of the integration to call
+    """
+    setup: LlamaParseSetup | None = None
+    """
+    The setup parameters for LlamaParse
+    """
+    arguments: LlamaParseFetchArguments | None = None
+    """
+    The arguments for LlamaParse
+    """
+
+
+class LlamaParseIntegrationDefUpdate(BaseIntegrationDefUpdate):
+    """
+    LlamaParse integration definition
+    """
+
+    model_config = ConfigDict(
+        populate_by_name=True,
+    )
+    provider: Literal["llama_parse"] = "llama_parse"
+    """
+    The provider must be "LlamaParseSetup"
+    """
+    method: str | None = None
+    """
+    The specific method of the integration to call
+    """
+    setup: LlamaParseSetupUpdate | None = None
+    """
+    The setup parameters for LlamaParse
+    """
+    arguments: LlamaParseFetchArgumentsUpdate | None = None
+    """
+    The arguments for LlamaParse
+    """
+
+
+class LlamaParseSetup(BaseModel):
+    """
+    Setup parameters for LlamaParse integration
+    """
+
+    model_config = ConfigDict(
+        populate_by_name=True,
+    )
+    llamaparse_api_key: str
+    """
+    The API key for LlamaParse
+    """
+
+
+class LlamaParseSetupUpdate(BaseModel):
+    """
+    Setup parameters for LlamaParse integration
+    """
+
+    model_config = ConfigDict(
+        populate_by_name=True,
+    )
+    llamaparse_api_key: str | None = None
+    """
+    The API key for LlamaParse
+    """
+
+
 class NamedToolChoice(BaseModel):
     model_config = ConfigDict(
         populate_by_name=True,
@@ -1005,6 +1165,7 @@ class PatchToolRequest(BaseModel):
         | BrowserbaseGetSessionLiveUrlsIntegrationDefUpdate
         | BrowserbaseGetSessionConnectUrlIntegrationDefUpdate
         | RemoteBrowserIntegrationDefUpdate
+        | LlamaParseIntegrationDefUpdate
         | None
     ) = None
     """
@@ -1428,6 +1589,7 @@ class Tool(BaseModel):
         | BrowserbaseGetSessionLiveUrlsIntegrationDef
         | BrowserbaseGetSessionConnectUrlIntegrationDef
         | RemoteBrowserIntegrationDef
+        | LlamaParseIntegrationDef
         | None
     ) = None
     """
@@ -1517,6 +1679,7 @@ class UpdateToolRequest(BaseModel):
         | BrowserbaseGetSessionLiveUrlsIntegrationDef
         | BrowserbaseGetSessionConnectUrlIntegrationDef
         | RemoteBrowserIntegrationDef
+        | LlamaParseIntegrationDef
         | None
     ) = None
     """
diff --git a/agents-api/agents_api/common/protocol/remote.py b/agents-api/agents_api/common/protocol/remote.py
index 9905e437a..3a441b602 100644
--- a/agents-api/agents_api/common/protocol/remote.py
+++ b/agents-api/agents_api/common/protocol/remote.py
@@ -93,9 +93,10 @@ def unload_attribute(self, name: str) -> None:
             remote_obj = self.__save_item(data)
             super().__setattr__(name, remote_obj)
 
-    def unload_all(self) -> None:
+    def unload_all(self) -> "BaseRemoteModel":
         for name in list(self._remote_cache.keys()):
             self.unload_attribute(name)
+        return self
 
 
 class RemoteList(list):
diff --git a/agents-api/agents_api/common/storage_handler.py b/agents-api/agents_api/common/storage_handler.py
index 4e543700e..99b30707f 100644
--- a/agents-api/agents_api/common/storage_handler.py
+++ b/agents-api/agents_api/common/storage_handler.py
@@ -4,6 +4,7 @@
 from functools import wraps
 from typing import Any, Callable
 
+from pydantic import BaseModel
 from temporalio import workflow
 
 from ..activities.sync_items_remote import load_inputs_remote
@@ -76,6 +77,31 @@ def load_args(
                                 for key, value in arg.items()
                             }
                         )
+                    elif isinstance(arg, BaseRemoteModel):
+                        new_args.append(arg.unload_all())
+
+                    elif isinstance(arg, BaseModel):
+                        for field in arg.model_fields.keys():
+                            if isinstance(getattr(arg, field), RemoteObject):
+                                setattr(
+                                    arg,
+                                    field,
+                                    load_from_blob_store_if_remote(getattr(arg, field)),
+                                )
+                            elif isinstance(getattr(arg, field), RemoteList):
+                                setattr(
+                                    arg,
+                                    field,
+                                    [
+                                        load_from_blob_store_if_remote(item)
+                                        for item in getattr(arg, field)
+                                    ],
+                                )
+                            elif isinstance(getattr(arg, field), BaseRemoteModel):
+                                setattr(arg, field, getattr(arg, field).unload_all())
+
+                        new_args.append(arg)
+
                     else:
                         new_args.append(arg)
 
@@ -93,6 +119,30 @@ def load_args(
                             for key, value in v.items()
                         }
 
+                    elif isinstance(v, BaseRemoteModel):
+                        new_kwargs[k] = v.unload_all()
+
+                    elif isinstance(v, BaseModel):
+                        for field in v.model_fields.keys():
+                            if isinstance(getattr(v, field), RemoteObject):
+                                setattr(
+                                    v,
+                                    field,
+                                    load_from_blob_store_if_remote(getattr(v, field)),
+                                )
+                            elif isinstance(getattr(v, field), RemoteList):
+                                setattr(
+                                    v,
+                                    field,
+                                    [
+                                        load_from_blob_store_if_remote(item)
+                                        for item in getattr(v, field)
+                                    ],
+                                )
+                            elif isinstance(getattr(v, field), BaseRemoteModel):
+                                setattr(v, field, getattr(v, field).unload_all())
+                        new_kwargs[k] = v
+
                     else:
                         new_kwargs[k] = v
 
diff --git a/cookbooks/01-Website_Crawler_using_Spider.py b/cookbooks/01-Website_Crawler_using_Spider.py
index 69d5785be..0ce4c8658 100644
--- a/cookbooks/01-Website_Crawler_using_Spider.py
+++ b/cookbooks/01-Website_Crawler_using_Spider.py
@@ -27,21 +27,34 @@
 )
 
 # Defining a Task
-task_def = yaml.safe_load("""
-name: Agent Crawler
+task_def = yaml.safe_load(f"""
+name: Crawling Task
 
+# Define the tools that the agent will use in this workflow
 tools:
 - name: spider_crawler
   type: integration
   integration:
     provider: spider
     setup:
-      spider_api_key: "{{SPIDER_API_KEY}}"
+      spider_api_key: "{spider_api_key}"
 
+# Define the steps of the workflow
 main:
+# Define a tool call step that calls the spider_crawler tool with the url input
 - tool: spider_crawler
   arguments:
-    url: '"https://spider.cloud"'
+    url: "_['url']" # You can also use 'inputs[0]['url']'
+  
+    
+- prompt: |
+    You are {{{{agent.about}}}}
+    I have given you this url: {{{{inputs[0]['url']}}}}
+    And you have crawled that website. Here are the results you found:
+    {{{{_['documents']}}}}
+    I want you to create a short summary (no longer than 100 words) of the results you found while crawling that website.
+
+  unwrap: True
 """)
 
 # Creating/Updating a task
diff --git a/integrations-service/integrations/autogen/Tools.py b/integrations-service/integrations/autogen/Tools.py
index 26a7c2796..0b7e8c224 100644
--- a/integrations-service/integrations/autogen/Tools.py
+++ b/integrations-service/integrations/autogen/Tools.py
@@ -51,6 +51,10 @@ class ApiCallDef(BaseModel):
     """
     The data to send as form data
     """
+    files: dict[str, Any] | None = None
+    """
+    The data to send as files data
+    """
     json_: Annotated[dict[str, Any] | None, Field(alias="json")] = None
     """
     JSON body to send with the request
@@ -118,6 +122,10 @@ class ApiCallDefUpdate(BaseModel):
     """
     The data to send as form data
     """
+    files: dict[str, Any] | None = None
+    """
+    The data to send as files data
+    """
     json_: Annotated[dict[str, Any] | None, Field(alias="json")] = None
     """
     JSON body to send with the request
@@ -190,6 +198,7 @@ class BaseIntegrationDef(BaseModel):
         "browserbase",
         "email",
         "remote_browser",
+        "llama_parse",
     ]
     """
     The provider of the integration
@@ -226,6 +235,7 @@ class BaseIntegrationDefUpdate(BaseModel):
             "browserbase",
             "email",
             "remote_browser",
+            "llama_parse",
         ]
         | None
     ) = None
@@ -721,6 +731,7 @@ class CreateToolRequest(BaseModel):
         | BrowserbaseGetSessionLiveUrlsIntegrationDef
         | BrowserbaseGetSessionConnectUrlIntegrationDef
         | RemoteBrowserIntegrationDef
+        | LlamaParseIntegrationDef
         | None
     ) = None
     """
@@ -948,6 +959,154 @@ class FunctionDef(BaseModel):
     """
 
 
+class LlamaParseFetchArguments(BaseModel):
+    """
+    Arguments for LlamaParse integration
+    """
+
+    model_config = ConfigDict(
+        populate_by_name=True,
+    )
+    result_format: Literal["text", "markdown"] = "text"
+    """
+    The format of the result. Can be "text" or "markdown". Default is "text".
+    """
+    num_workers: Annotated[int, Field(ge=1, le=10)] = 2
+    """
+    Number of workers for parallel processing. Default is 2, but can be set between 1 and 10.
+    """
+    verbose: StrictBool = True
+    """
+    Verbose mode for detailed logging. Default is true.
+    """
+    language: str = "en"
+    """
+    Language of the text. Default is English.
+    """
+    filename: str | None = None
+    """
+    File Name. If not provided, a random name will be generated.
+    """
+    file: str
+    """
+    The base64 string of the file
+    """
+
+
+class LlamaParseFetchArgumentsUpdate(BaseModel):
+    """
+    Arguments for LlamaParse integration
+    """
+
+    model_config = ConfigDict(
+        populate_by_name=True,
+    )
+    result_format: Literal["text", "markdown"] = "text"
+    """
+    The format of the result. Can be "text" or "markdown". Default is "text".
+    """
+    num_workers: Annotated[int, Field(ge=1, le=10)] = 2
+    """
+    Number of workers for parallel processing. Default is 2, but can be set between 1 and 10.
+    """
+    verbose: StrictBool = True
+    """
+    Verbose mode for detailed logging. Default is true.
+    """
+    language: str = "en"
+    """
+    Language of the text. Default is English.
+    """
+    filename: str | None = None
+    """
+    File Name. If not provided, a random name will be generated.
+    """
+    file: str | None = None
+    """
+    The base64 string of the file
+    """
+
+
+class LlamaParseIntegrationDef(BaseIntegrationDef):
+    """
+    LlamaParse integration definition
+    """
+
+    model_config = ConfigDict(
+        populate_by_name=True,
+    )
+    provider: Literal["llama_parse"] = "llama_parse"
+    """
+    The provider must be "LlamaParseSetup"
+    """
+    method: str | None = None
+    """
+    The specific method of the integration to call
+    """
+    setup: LlamaParseSetup | None = None
+    """
+    The setup parameters for LlamaParse
+    """
+    arguments: LlamaParseFetchArguments | None = None
+    """
+    The arguments for LlamaParse
+    """
+
+
+class LlamaParseIntegrationDefUpdate(BaseIntegrationDefUpdate):
+    """
+    LlamaParse integration definition
+    """
+
+    model_config = ConfigDict(
+        populate_by_name=True,
+    )
+    provider: Literal["llama_parse"] = "llama_parse"
+    """
+    The provider must be "LlamaParseSetup"
+    """
+    method: str | None = None
+    """
+    The specific method of the integration to call
+    """
+    setup: LlamaParseSetupUpdate | None = None
+    """
+    The setup parameters for LlamaParse
+    """
+    arguments: LlamaParseFetchArgumentsUpdate | None = None
+    """
+    The arguments for LlamaParse
+    """
+
+
+class LlamaParseSetup(BaseModel):
+    """
+    Setup parameters for LlamaParse integration
+    """
+
+    model_config = ConfigDict(
+        populate_by_name=True,
+    )
+    llamaparse_api_key: str
+    """
+    The API key for LlamaParse
+    """
+
+
+class LlamaParseSetupUpdate(BaseModel):
+    """
+    Setup parameters for LlamaParse integration
+    """
+
+    model_config = ConfigDict(
+        populate_by_name=True,
+    )
+    llamaparse_api_key: str | None = None
+    """
+    The API key for LlamaParse
+    """
+
+
 class NamedToolChoice(BaseModel):
     model_config = ConfigDict(
         populate_by_name=True,
@@ -1006,6 +1165,7 @@ class PatchToolRequest(BaseModel):
         | BrowserbaseGetSessionLiveUrlsIntegrationDefUpdate
         | BrowserbaseGetSessionConnectUrlIntegrationDefUpdate
         | RemoteBrowserIntegrationDefUpdate
+        | LlamaParseIntegrationDefUpdate
         | None
     ) = None
     """
@@ -1429,6 +1589,7 @@ class Tool(BaseModel):
         | BrowserbaseGetSessionLiveUrlsIntegrationDef
         | BrowserbaseGetSessionConnectUrlIntegrationDef
         | RemoteBrowserIntegrationDef
+        | LlamaParseIntegrationDef
         | None
     ) = None
     """
@@ -1518,6 +1679,7 @@ class UpdateToolRequest(BaseModel):
         | BrowserbaseGetSessionLiveUrlsIntegrationDef
         | BrowserbaseGetSessionConnectUrlIntegrationDef
         | RemoteBrowserIntegrationDef
+        | LlamaParseIntegrationDef
         | None
     ) = None
     """
diff --git a/integrations-service/integrations/models/__init__.py b/integrations-service/integrations/models/__init__.py
index 272ecdcb3..fdfc24951 100644
--- a/integrations-service/integrations/models/__init__.py
+++ b/integrations-service/integrations/models/__init__.py
@@ -34,6 +34,7 @@
     BrowserbaseListSessionsOutput as BrowserbaseListSessionsOutput,
 )
 from .email import EmailOutput as EmailOutput
+from .llama_parse import LlamaParseFetchOutput as LlamaParseFetchOutput
 from .remote_browser import RemoteBrowserOutput as RemoteBrowserOutput
 from .spider import SpiderFetchOutput as SpiderFetchOutput
 from .weather import WeatherGetOutput as WeatherGetOutput
diff --git a/integrations-service/integrations/models/execution.py b/integrations-service/integrations/models/execution.py
index 763bbb6bc..1a109c25c 100644
--- a/integrations-service/integrations/models/execution.py
+++ b/integrations-service/integrations/models/execution.py
@@ -18,6 +18,8 @@
     BrowserbaseSetup,
     EmailArguments,
     EmailSetup,
+    LlamaParseFetchArguments,
+    LlamaParseSetup,
     RemoteBrowserArguments,
     RemoteBrowserSetup,
     SpiderFetchArguments,
@@ -38,6 +40,7 @@
     BrowserbaseListSessionsOutput,
 )
 from .email import EmailOutput
+from .llama_parse import LlamaParseFetchOutput
 from .remote_browser import RemoteBrowserOutput
 from .spider import SpiderFetchOutput
 from .weather import WeatherGetOutput
@@ -50,6 +53,7 @@
     BraveSearchSetup,
     BrowserbaseSetup,
     RemoteBrowserSetup,
+    LlamaParseSetup,
 ]
 
 ExecutionArguments = Union[
@@ -67,6 +71,7 @@
     BrowserbaseExtensionArguments,
     BrowserbaseListSessionsArguments,
     RemoteBrowserArguments,
+    LlamaParseFetchArguments,
 ]
 
 ExecutionResponse = Union[
@@ -84,6 +89,7 @@
     BrowserbaseExtensionOutput,
     BrowserbaseListSessionsOutput,
     RemoteBrowserOutput,
+    LlamaParseFetchOutput,
 ]
 
 
diff --git a/integrations-service/integrations/models/llama_parse.py b/integrations-service/integrations/models/llama_parse.py
new file mode 100644
index 000000000..759ec949c
--- /dev/null
+++ b/integrations-service/integrations/models/llama_parse.py
@@ -0,0 +1,10 @@
+from llama_index.core.schema import Document
+from pydantic import Field
+
+from .base_models import BaseOutput
+
+
+class LlamaParseFetchOutput(BaseOutput):
+    documents: list[Document] = Field(
+        ..., description="The documents returned from the spider"
+    )
diff --git a/integrations-service/integrations/providers.py b/integrations-service/integrations/providers.py
index 94feda69a..b467641bb 100644
--- a/integrations-service/integrations/providers.py
+++ b/integrations-service/integrations/providers.py
@@ -12,6 +12,8 @@
     BrowserbaseSetup,
     EmailArguments,
     EmailSetup,
+    LlamaParseFetchArguments,
+    LlamaParseSetup,
     RemoteBrowserArguments,
     RemoteBrowserSetup,
     SpiderFetchArguments,
@@ -32,6 +34,7 @@
     BrowserbaseGetSessionOutput,
     BrowserbaseListSessionsOutput,
     EmailOutput,
+    LlamaParseFetchOutput,
     ProviderInfo,
     RemoteBrowserOutput,
     SpiderFetchOutput,
@@ -115,6 +118,25 @@
     ),
 )
 
+llama_parse = BaseProvider(
+    provider="llama_parse",
+    setup=LlamaParseSetup,
+    methods=[
+        BaseProviderMethod(
+            method="parse",
+            description="Parse and extract the files",
+            arguments=LlamaParseFetchArguments,
+            output=LlamaParseFetchOutput,
+        ),
+    ],
+    info=ProviderInfo(
+        friendly_name="LlamaParse",
+        url="https://www.llamaindex.ai/",
+        docs="https://docs.cloud.llamaindex.ai/llamaparse/getting_started",
+        icon="https://www.llamaindex.ai/favicon.ico",
+    ),
+)
+
 email = BaseProvider(
     provider="email",
     setup=EmailSetup,
@@ -213,4 +235,5 @@
     "email": email,
     "browserbase": browserbase,
     "remote_browser": remote_browser,
+    "llama_parse": llama_parse,
 }
diff --git a/integrations-service/integrations/utils/integrations/llama_parse.py b/integrations-service/integrations/utils/integrations/llama_parse.py
new file mode 100644
index 000000000..cd74c6f28
--- /dev/null
+++ b/integrations-service/integrations/utils/integrations/llama_parse.py
@@ -0,0 +1,43 @@
+import base64
+import uuid
+
+from beartype import beartype
+from llama_parse import LlamaParse
+from tenacity import retry, stop_after_attempt, wait_exponential
+
+from ...autogen.Tools import LlamaParseFetchArguments, LlamaParseSetup
+from ...models import LlamaParseFetchOutput
+
+
+@beartype
+@retry(
+    wait=wait_exponential(multiplier=1, min=4, max=10),
+    reraise=True,
+    stop=stop_after_attempt(4),
+)
+async def parse(
+    setup: LlamaParseSetup, arguments: LlamaParseFetchArguments
+) -> LlamaParseFetchOutput:
+    """
+    Parse and extract content from files using LlamaParse.
+    """
+    assert isinstance(setup, LlamaParseSetup), "Invalid setup"
+    assert isinstance(arguments, LlamaParseFetchArguments), "Invalid arguments"
+
+    parser = LlamaParse(
+        api_key=setup.llamaparse_api_key,
+        result_type=arguments.result_format,
+        num_workers=arguments.num_workers,
+        language=arguments.language,
+    )
+
+    # Decode base64 file content
+    file_content = base64.b64decode(arguments.file)
+    extra_info = {
+        "file_name": arguments.filename if arguments.filename else str(uuid.uuid4())
+    }
+
+    # Parse the document
+    documents = await parser.aload_data(file_content, extra_info=extra_info)
+
+    return LlamaParseFetchOutput(documents=documents)
diff --git a/integrations-service/poetry.lock b/integrations-service/poetry.lock
index c9e8caa21..c106b4b4f 100644
--- a/integrations-service/poetry.lock
+++ b/integrations-service/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -645,6 +645,34 @@ graphql = ["graphql-core (>=3.2.3,<4.0.0)"]
 http = ["httpx"]
 validation = ["openapi-spec-validator (>=0.2.8,<0.7.0)", "prance (>=0.18.2)"]
 
+[[package]]
+name = "deprecated"
+version = "1.2.14"
+description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c"},
+    {file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"},
+]
+
+[package.dependencies]
+wrapt = ">=1.10,<2"
+
+[package.extras]
+dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
+
+[[package]]
+name = "dirtyjson"
+version = "1.0.8"
+description = "JSON decoder for Python that can extract data from the muck"
+optional = false
+python-versions = "*"
+files = [
+    {file = "dirtyjson-1.0.8-py3-none-any.whl", hash = "sha256:125e27248435a58acace26d5c2c4c11a1c0de0a9c5124c5a94ba78e517d74f53"},
+    {file = "dirtyjson-1.0.8.tar.gz", hash = "sha256:90ca4a18f3ff30ce849d100dcf4a003953c79d3a2348ef056f1d9c22231a25fd"},
+]
+
 [[package]]
 name = "distro"
 version = "1.9.0"
@@ -845,6 +873,45 @@ files = [
     {file = "frozenlist-1.5.0.tar.gz", hash = "sha256:81d5af29e61b9c8348e876d442253723928dce6433e0e76cd925cd83f1b4b817"},
 ]
 
+[[package]]
+name = "fsspec"
+version = "2024.10.0"
+description = "File-system specification"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fsspec-2024.10.0-py3-none-any.whl", hash = "sha256:03b9a6785766a4de40368b88906366755e2819e758b83705c88cd7cb5fe81871"},
+    {file = "fsspec-2024.10.0.tar.gz", hash = "sha256:eda2d8a4116d4f2429db8550f2457da57279247dd930bb12f821b58391359493"},
+]
+
+[package.extras]
+abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+dev = ["pre-commit", "ruff"]
+doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
+dropbox = ["dropbox", "dropboxdrivefs", "requests"]
+full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+sftp = ["paramiko"]
+smb = ["smbprotocol"]
+ssh = ["paramiko"]
+test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
+test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
+tqdm = ["tqdm"]
+
 [[package]]
 name = "genson"
 version = "1.3.0"
@@ -1220,6 +1287,17 @@ files = [
     {file = "jiter-0.7.0.tar.gz", hash = "sha256:c061d9738535497b5509f8970584f20de1e900806b239a39a9994fc191dad630"},
 ]
 
+[[package]]
+name = "joblib"
+version = "1.4.2"
+description = "Lightweight pipelining with Python functions"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"},
+    {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
+]
+
 [[package]]
 name = "jsonpatch"
 version = "1.33"
@@ -1397,6 +1475,295 @@ pyyaml = ">=5.2"
 [package.extras]
 dev = ["Sphinx (>=5.1.1)", "black (==24.8.0)", "build (>=0.10.0)", "coverage[toml] (>=4.5.4)", "fixit (==2.1.0)", "flake8 (==7.1.1)", "hypothesis (>=4.36.0)", "hypothesmith (>=0.0.4)", "jinja2 (==3.1.4)", "jupyter (>=1.0.0)", "maturin (>=1.7.0,<1.8)", "nbsphinx (>=0.4.2)", "prompt-toolkit (>=2.0.9)", "pyre-check (==0.9.18)", "setuptools-rust (>=1.5.2)", "setuptools-scm (>=6.0.1)", "slotscheck (>=0.7.1)", "sphinx-rtd-theme (>=0.4.3)", "ufmt (==2.7.3)", "usort (==1.0.8.post1)"]
 
+[[package]]
+name = "llama-cloud"
+version = "0.1.4"
+description = ""
+optional = false
+python-versions = "<4,>=3.8"
+files = [
+    {file = "llama_cloud-0.1.4-py3-none-any.whl", hash = "sha256:cfca6c4e0a87468b922d732f0f313a2ecd3a8e0bf74382ee80829ce49dcbc5e0"},
+    {file = "llama_cloud-0.1.4.tar.gz", hash = "sha256:6f0155979bd96160951cb812c48836f1face037bc79ccfd8d185b18ef4c9faf8"},
+]
+
+[package.dependencies]
+httpx = ">=0.20.0"
+pydantic = ">=1.10"
+
+[[package]]
+name = "llama-index"
+version = "0.11.22"
+description = "Interface between LLMs and your data"
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
+    {file = "llama_index-0.11.22-py3-none-any.whl", hash = "sha256:bda98d925dfbab4b76c07cc61b59bb5920e15e685efd9fbf3a0cd33f1f465f10"},
+    {file = "llama_index-0.11.22.tar.gz", hash = "sha256:8d8a7838a7fcc733fc7a262ef3709df001c3021cb42843c8e9da8d244e5355e1"},
+]
+
+[package.dependencies]
+llama-index-agent-openai = ">=0.3.4,<0.4.0"
+llama-index-cli = ">=0.3.1,<0.4.0"
+llama-index-core = ">=0.11.22,<0.12.0"
+llama-index-embeddings-openai = ">=0.2.4,<0.3.0"
+llama-index-indices-managed-llama-cloud = ">=0.3.0"
+llama-index-legacy = ">=0.9.48,<0.10.0"
+llama-index-llms-openai = ">=0.2.10,<0.3.0"
+llama-index-multi-modal-llms-openai = ">=0.2.0,<0.3.0"
+llama-index-program-openai = ">=0.2.0,<0.3.0"
+llama-index-question-gen-openai = ">=0.2.0,<0.3.0"
+llama-index-readers-file = ">=0.2.0,<0.3.0"
+llama-index-readers-llama-parse = ">=0.3.0"
+nltk = ">3.8.1"
+
+[[package]]
+name = "llama-index-agent-openai"
+version = "0.3.4"
+description = "llama-index agent openai integration"
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
+    {file = "llama_index_agent_openai-0.3.4-py3-none-any.whl", hash = "sha256:3720ce9bb12417a99a3fe84e52cce23e762b13f88a2dfc4292c76f4df9b26b4a"},
+    {file = "llama_index_agent_openai-0.3.4.tar.gz", hash = "sha256:80e3408d97121bebca3fa3ffd14b51285870c1c3c73d4ee04d3d18cfe6040466"},
+]
+
+[package.dependencies]
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+llama-index-llms-openai = ">=0.2.9,<0.3.0"
+openai = ">=1.14.0"
+
+[[package]]
+name = "llama-index-cli"
+version = "0.3.1"
+description = "llama-index cli"
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
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+    {file = "llama_index_cli-0.3.1.tar.gz", hash = "sha256:1890dd687cf440f3651365a549e303363162c167b8efbd87a3aa10058d6d5c77"},
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+[package.dependencies]
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+llama-index-llms-openai = ">=0.2.0,<0.3.0"
+
+[[package]]
+name = "llama-index-core"
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+description = "Interface between LLMs and your data"
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
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+    {file = "llama_index_core-0.11.22.tar.gz", hash = "sha256:ddc30b9c873495de40ad8278d0c894ba09f32f6aa7fc638012b1b22b74c32553"},
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+[package.dependencies]
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+pydantic = ">=2.7.0,<3.0.0"
+PyYAML = ">=6.0.1"
+requests = ">=2.31.0"
+SQLAlchemy = {version = ">=1.4.49", extras = ["asyncio"]}
+tenacity = ">=8.2.0,<8.4.0 || >8.4.0,<9.0.0"
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+typing-extensions = ">=4.5.0"
+typing-inspect = ">=0.8.0"
+wrapt = "*"
+
+[[package]]
+name = "llama-index-embeddings-openai"
+version = "0.2.5"
+description = "llama-index embeddings openai integration"
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
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+
+[[package]]
+name = "llama-index-indices-managed-llama-cloud"
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+description = "llama-index indices llama-cloud integration"
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
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+
+[[package]]
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+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
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+postgres = ["asyncpg (>=0.28.0,<0.29.0)", "pgvector (>=0.1.0,<0.2.0)", "psycopg2-binary (>=2.9.9,<3.0.0)"]
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+
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+files = [
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+    {file = "llama_index_llms_openai-0.2.16.tar.gz", hash = "sha256:7c666dd27056c278a079ff45d53f1fbfc8ed363764aa7baeee2e03df47f9072a"},
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+[[package]]
+name = "llama-index-multi-modal-llms-openai"
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+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
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+[[package]]
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+python-versions = "<4.0,>=3.8.1"
+files = [
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+[[package]]
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+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
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+[package.extras]
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+[[package]]
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+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
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+[[package]]
+name = "llama-parse"
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+description = "Parse files into RAG-Optimized formats."
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
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+
+[package.dependencies]
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+llama-index-core = ">=0.11.0"
+
 [[package]]
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@@ -1650,6 +2017,17 @@ files = [
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+[[package]]
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+version = "1.6.0"
+description = "Patch asyncio to allow nested event loops"
+optional = false
+python-versions = ">=3.5"
+files = [
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+]
+
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 version = "3.4.2"
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+[[package]]
+name = "nltk"
+version = "3.9.1"
+description = "Natural Language Toolkit"
+optional = false
+python-versions = ">=3.8"
+files = [
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+regex = ">=2021.8.3"
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+
+[package.extras]
+all = ["matplotlib", "numpy", "pyparsing", "python-crfsuite", "requests", "scikit-learn", "scipy", "twython"]
+corenlp = ["requests"]
+machine-learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
+plot = ["matplotlib"]
+tgrep = ["pyparsing"]
+twitter = ["twython"]
+
 [[package]]
 name = "numpy"
 version = "1.26.4"
@@ -1873,6 +2276,88 @@ files = [
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+optional = false
+python-versions = ">=3.9"
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+feather = ["pyarrow (>=10.0.1)"]
+fss = ["fsspec (>=2022.11.0)"]
+gcp = ["gcsfs (>=2022.11.0)", "pandas-gbq (>=0.19.0)"]
+hdf5 = ["tables (>=3.8.0)"]
+html = ["beautifulsoup4 (>=4.11.2)", "html5lib (>=1.1)", "lxml (>=4.9.2)"]
+mysql = ["SQLAlchemy (>=2.0.0)", "pymysql (>=1.0.2)"]
+output-formatting = ["jinja2 (>=3.1.2)", "tabulate (>=0.9.0)"]
+parquet = ["pyarrow (>=10.0.1)"]
+performance = ["bottleneck (>=1.3.6)", "numba (>=0.56.4)", "numexpr (>=2.8.4)"]
+plot = ["matplotlib (>=3.6.3)"]
+postgresql = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "psycopg2 (>=2.9.6)"]
+pyarrow = ["pyarrow (>=10.0.1)"]
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+sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-driver-sqlite (>=0.8.0)"]
+test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
+xml = ["lxml (>=4.9.2)"]
+
 [[package]]
 name = "pastel"
 version = "0.2.1"
@@ -2416,6 +2901,24 @@ files = [
 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
 
+[[package]]
+name = "pypdf"
+version = "4.3.1"
+description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
+optional = false
+python-versions = ">=3.6"
+files = [
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+    {file = "pypdf-4.3.1.tar.gz", hash = "sha256:b2f37fe9a3030aa97ca86067a56ba3f9d3565f9a791b305c7355d8392c30d91b"},
+]
+
+[package.extras]
+crypto = ["PyCryptodome", "cryptography"]
+dev = ["black", "flit", "pip-tools", "pre-commit (<2.18.0)", "pytest-cov", "pytest-socket", "pytest-timeout", "pytest-xdist", "wheel"]
+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"
@@ -2484,6 +2987,20 @@ pytest = ">=4.6"
 [package.extras]
 testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]
 
+[[package]]
+name = "python-dateutil"
+version = "2.9.0.post0"
+description = "Extensions to the standard Python datetime module"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
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+    {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
+]
+
+[package.dependencies]
+six = ">=1.5"
+
 [[package]]
 name = "python-dotenv"
 version = "1.0.1"
@@ -2532,6 +3049,17 @@ tabulate = ">=0.8.10"
 toml = ">=0.10.2"
 typing-extensions = ">=4.3.0"
 
+[[package]]
+name = "pytz"
+version = "2024.2"
+description = "World timezone definitions, modern and historical"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"},
+    {file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"},
+]
+
 [[package]]
 name = "pyyaml"
 version = "6.0.2"
@@ -2594,6 +3122,109 @@ files = [
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 ]
 
+[[package]]
+name = "regex"
+version = "2024.11.6"
+description = "Alternative regular expression module, to replace re."
+optional = false
+python-versions = ">=3.8"
+files = [
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+
 [[package]]
 name = "requests"
 version = "2.32.3"
@@ -2838,7 +3469,7 @@ files = [
 ]
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "python_version < \"3.13\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
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 typing-extensions = ">=4.6.0"
 
 [package.extras]
@@ -2883,6 +3514,17 @@ anyio = ">=3.4.0,<5"
 [package.extras]
 full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7)", "pyyaml"]
 
+[[package]]
+name = "striprtf"
+version = "0.0.26"
+description = "A simple library to convert rtf to text"
+optional = false
+python-versions = "*"
+files = [
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+]
+
 [[package]]
 name = "tabulate"
 version = "0.9.0"
@@ -2899,13 +3541,13 @@ widechars = ["wcwidth"]
 
 [[package]]
 name = "tenacity"
-version = "9.0.0"
+version = "8.3.0"
 description = "Retry code until it succeeds"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "tenacity-8.3.0.tar.gz", hash = "sha256:953d4e6ad24357bceffbc9707bc74349aca9d245f68eb65419cf0c249a1949a2"},
 ]
 
 [package.extras]
@@ -2926,6 +3568,53 @@ files = [
 [package.extras]
 tests = ["pytest", "pytest-cov"]
 
+[[package]]
+name = "tiktoken"
+version = "0.8.0"
+description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
+optional = false
+python-versions = ">=3.9"
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+    {file = "tiktoken-0.8.0.tar.gz", hash = "sha256:9ccbb2740f24542534369c5635cfd9b2b3c2490754a78ac8831d99f89f94eeb2"},
+]
+
+[package.dependencies]
+regex = ">=2022.1.18"
+requests = ">=2.26.0"
+
+[package.extras]
+blobfile = ["blobfile (>=2)"]
+
 [[package]]
 name = "toml"
 version = "0.10.2"
@@ -3051,6 +3740,17 @@ files = [
 mypy-extensions = ">=0.3.0"
 typing-extensions = ">=3.7.4"
 
+[[package]]
+name = "tzdata"
+version = "2024.2"
+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
+files = [
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+]
+
 [[package]]
 name = "urllib3"
 version = "2.2.3"
@@ -3170,6 +3870,85 @@ files = [
 beautifulsoup4 = "*"
 requests = ">=2.0.0,<3.0.0"
 
+[[package]]
+name = "wrapt"
+version = "1.16.0"
+description = "Module for decorators, wrappers and monkey patching."
+optional = false
+python-versions = ">=3.6"
+files = [
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+    {file = "wrapt-1.16.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:1dd50a2696ff89f57bd8847647a1c363b687d3d796dc30d4dd4a9d1689a706f0"},
+    {file = "wrapt-1.16.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:44a2754372e32ab315734c6c73b24351d06e77ffff6ae27d2ecf14cf3d229202"},
+    {file = "wrapt-1.16.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8e9723528b9f787dc59168369e42ae1c3b0d3fadb2f1a71de14531d321ee05b0"},
+    {file = "wrapt-1.16.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:dbed418ba5c3dce92619656802cc5355cb679e58d0d89b50f116e4a9d5a9603e"},
+    {file = "wrapt-1.16.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:941988b89b4fd6b41c3f0bfb20e92bd23746579736b7343283297c4c8cbae68f"},
+    {file = "wrapt-1.16.0-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:6a42cd0cfa8ffc1915aef79cb4284f6383d8a3e9dcca70c445dcfdd639d51267"},
+    {file = "wrapt-1.16.0-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:1ca9b6085e4f866bd584fb135a041bfc32cab916e69f714a7d1d397f8c4891ca"},
+    {file = "wrapt-1.16.0-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:d5e49454f19ef621089e204f862388d29e6e8d8b162efce05208913dde5b9ad6"},
+    {file = "wrapt-1.16.0-cp38-cp38-win32.whl", hash = "sha256:c31f72b1b6624c9d863fc095da460802f43a7c6868c5dda140f51da24fd47d7b"},
+    {file = "wrapt-1.16.0-cp38-cp38-win_amd64.whl", hash = "sha256:490b0ee15c1a55be9c1bd8609b8cecd60e325f0575fc98f50058eae366e01f41"},
+    {file = "wrapt-1.16.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:9b201ae332c3637a42f02d1045e1d0cccfdc41f1f2f801dafbaa7e9b4797bfc2"},
+    {file = "wrapt-1.16.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2076fad65c6736184e77d7d4729b63a6d1ae0b70da4868adeec40989858eb3fb"},
+    {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c5cd603b575ebceca7da5a3a251e69561bec509e0b46e4993e1cac402b7247b8"},
+    {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b47cfad9e9bbbed2339081f4e346c93ecd7ab504299403320bf85f7f85c7d46c"},
+    {file = "wrapt-1.16.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f8212564d49c50eb4565e502814f694e240c55551a5f1bc841d4fcaabb0a9b8a"},
+    {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:5f15814a33e42b04e3de432e573aa557f9f0f56458745c2074952f564c50e664"},
+    {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:db2e408d983b0e61e238cf579c09ef7020560441906ca990fe8412153e3b291f"},
+    {file = "wrapt-1.16.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:edfad1d29c73f9b863ebe7082ae9321374ccb10879eeabc84ba3b69f2579d537"},
+    {file = "wrapt-1.16.0-cp39-cp39-win32.whl", hash = "sha256:ed867c42c268f876097248e05b6117a65bcd1e63b779e916fe2e33cd6fd0d3c3"},
+    {file = "wrapt-1.16.0-cp39-cp39-win_amd64.whl", hash = "sha256:eb1b046be06b0fce7249f1d025cd359b4b80fc1c3e24ad9eca33e0dcdb2e4a35"},
+    {file = "wrapt-1.16.0-py3-none-any.whl", hash = "sha256:6906c4100a8fcbf2fa735f6059214bb13b97f75b1a61777fcf6432121ef12ef1"},
+    {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"},
+]
+
 [[package]]
 name = "wsproto"
 version = "1.2.0"
@@ -3283,4 +4062,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.12,<3.13"
-content-hash = "c79b95a1449f4ac8c838f050c70effafb14de0618745451c5f8e4c3beda1dc02"
+content-hash = "256945c59e69f4d19642f34ff712bd8d585832a7fc32548cd9d14e8813fa595a"
diff --git a/integrations-service/pyproject.toml b/integrations-service/pyproject.toml
index fd3b552de..b8de2236a 100644
--- a/integrations-service/pyproject.toml
+++ b/integrations-service/pyproject.toml
@@ -21,13 +21,15 @@ spider-client = "^0.0.70"
 browserbase = "^0.3.0"
 setuptools = "^75.1.0"
 beartype = "^0.19.0"
-tenacity = "^9.0.0"
+tenacity = ">=8.2.0,<8.4.0"
 gunicorn = "^23.0.0"
 uvloop = "^0.21.0"
 selenium = "^4.25.0"
 playwright = "^1.48.0"
 httpx = "^0.27.2"
 pillow = "^11.0.0"
+llama-index = "^0.11.22"
+llama-parse = "^0.5.13"
 
 [tool.poe.tasks]
 format = "ruff format"
diff --git a/integrations-service/tests/conftest.py b/integrations-service/tests/conftest.py
index 1fecf124a..e2db31eb6 100644
--- a/integrations-service/tests/conftest.py
+++ b/integrations-service/tests/conftest.py
@@ -7,6 +7,7 @@
 from .mocks.spider import MockSpiderClient
 from .mocks.weather import MockWeatherClient
 from .mocks.wikipedia import MockWikipediaClient
+from .mocks.llama_parse import MockLlamaParseClient
 
 
 @pytest.fixture(autouse=True)
@@ -20,7 +21,7 @@ def mock_external_services():
         "langchain_community.utilities.OpenWeatherMapAPIWrapper", MockWeatherClient
     ), patch(
         "langchain_community.document_loaders.WikipediaLoader", MockWikipediaClient
-    ):
+    ), patch("llama_parse.LlamaParse", MockLlamaParseClient):
         yield
 
 
@@ -58,3 +59,9 @@ def brave_provider():
 def email_provider():
     """Fixture that provides access to the Email provider"""
     return available_providers["email"]
+
+
+@pytest.fixture
+def llama_parse_provider():
+    """Fixture that provides access to the LlamaParse provider"""
+    return available_providers["llama_parse"]
diff --git a/integrations-service/tests/mocks/llama_parse.py b/integrations-service/tests/mocks/llama_parse.py
new file mode 100644
index 000000000..4ca9bd28a
--- /dev/null
+++ b/integrations-service/tests/mocks/llama_parse.py
@@ -0,0 +1,25 @@
+"""Mock implementation of llama parse client"""
+
+from typing import List, Dict
+from llama_index.core.schema import Document
+
+
+class MockLlamaParseClient:
+    def __init__(self, api_key: str, result_type: str, num_workers: int, language: str):
+        self.api_key = api_key
+        self.result_type = result_type
+        self.num_workers = num_workers
+        self.language = language
+
+    async def aload_data(self, file_content: bytes, extra_info: dict) -> List[Dict]:
+        """Mock loading data that returns fixed documents"""
+        return [
+            Document(page_content="Mock document content 1", metadata=extra_info),
+            Document(page_content="Mock document content 2", metadata=extra_info),
+        ]
+
+
+class MockLlamaParseException(Exception):
+    """Mock exception for llama parse errors"""
+
+    pass
diff --git a/integrations-service/tests/test_providers.py b/integrations-service/tests/test_providers.py
index edc38d8ac..8590169f4 100644
--- a/integrations-service/tests/test_providers.py
+++ b/integrations-service/tests/test_providers.py
@@ -34,3 +34,11 @@ def test_weather_provider(weather_provider):
     assert weather_provider.setup is not None
     assert len(weather_provider.methods) == 1
     assert weather_provider.methods[0].method == "get"
+
+
+def test_llama_parse_provider(llama_parse_provider):
+    """Test LlamaParse provider specific configuration"""
+    assert llama_parse_provider.provider == "llama_parse"
+    assert llama_parse_provider.setup is not None
+    assert len(llama_parse_provider.methods) == 1
+    assert llama_parse_provider.methods[0].method == "parse"
diff --git a/typespec/tools/llama_parse.tsp b/typespec/tools/llama_parse.tsp
new file mode 100644
index 000000000..569ccffc6
--- /dev/null
+++ b/typespec/tools/llama_parse.tsp
@@ -0,0 +1,80 @@
+import "../common";
+
+using Common;
+
+namespace Tools;
+
+/** Setup parameters for LlamaParse integration */
+model LlamaParseSetup {
+    /** The API key for LlamaParse */
+    llamaparse_api_key: string;
+}
+
+/** Arguments for LlamaParse integration */
+model LlamaParseFetchArguments {
+    /** The format of the result. Can be "text" or "markdown". Default is "text". */
+    result_format?: "text" | "markdown" = "text";
+
+    /** Number of workers for parallel processing. Default is 2, but can be set between 1 and 10. */
+    @minValue(1)
+    @maxValue(10)
+    num_workers?: uint8 = 2;
+
+    /** Verbose mode for detailed logging. Default is true. */
+    verbose?: boolean = true;
+
+    /** Language of the text. Default is English.*/
+    language?: string = "en";
+
+    /** File Name. If not provided, a random name will be generated. */
+    filename?: string;
+
+    /** The base64 string of the file*/
+    file: string;
+}
+
+/** LlamaParse integration definition */
+model LlamaParseIntegrationDef extends BaseIntegrationDef {
+    /** The provider must be "LlamaParseSetup" */
+    provider: "llama_parse" = "llama_parse";
+    
+    /** The specific method of the integration to call */
+    method?: string;
+    
+    /** The setup parameters for LlamaParse */
+    setup?: LlamaParseSetup;
+    
+    /** The arguments for LlamaParse */
+    arguments?: LlamaParseFetchArguments;
+}
+
+/** LlamaParse Provider Card */
+model LlamaParseProviderCard extends BaseProviderCard {
+    provider: "llama_parse" = "llama_parse";
+    setup: LlamaParseSetup;
+    methods: ProviderMethod<LlamaParseFetchArguments, LlamaParseFetchOutput>[] = #[
+        #{
+            method: "parse",
+            description: "Parse and Extract the Files",
+        }
+    ];
+    info: ProviderInfo = #{
+        url: "https://www.llamaindex.ai/",
+        docs: "https://docs.cloud.llamaindex.ai/llamaparse/getting_started",
+        icon: "https://www.llamaindex.ai/favicon.ico",
+        friendly_name: "LlamaParse",
+    };
+}
+
+/** Represents a document with text content */
+model LlamaParseDocument {
+    // Using string for now since we need to represent langchain Document
+    text: string;
+    metadata: Record<unknown>;
+} 
+
+/** LlamaParse Fetch Output */
+model LlamaParseFetchOutput {
+    /** The documents returned from the LlamaParse */
+    documents: LlamaParseDocument[];
+}
\ No newline at end of file
diff --git a/typespec/tools/main.tsp b/typespec/tools/main.tsp
index 1630ef965..6d09a3fb0 100644
--- a/typespec/tools/main.tsp
+++ b/typespec/tools/main.tsp
@@ -8,6 +8,7 @@ import "./weather.tsp";
 import "./wikipedia.tsp";
 import "./browserbase";
 import "./remote_browser.tsp";
+import "./llama_parse.tsp";
 
 namespace Tools;
 
diff --git a/typespec/tools/models.tsp b/typespec/tools/models.tsp
index 68a8a3a17..e7f5deb5e 100644
--- a/typespec/tools/models.tsp
+++ b/typespec/tools/models.tsp
@@ -23,6 +23,7 @@ alias integrationProvider = (
     | "browserbase"
     | "email"
     | "remote_browser"
+    | "llama_parse"
 );
 
 enum ToolType {
@@ -114,6 +115,7 @@ alias IntegrationDef = (
     | WeatherIntegrationDef
     | BrowserbaseIntegrationDef
     | RemoteBrowserIntegrationDef
+    | LlamaParseIntegrationDef
 );
 
 //
@@ -192,6 +194,9 @@ model ApiCallDef {
     /** The data to send as form data */
     data?: Record<unknown>;
 
+    /** The data to send as files data */
+    files?: Record<unknown>;
+
     /** JSON body to send with the request */
     json?: Record<unknown>;
 
diff --git a/typespec/tsp-output/@typespec/openapi3/openapi-1.0.0.yaml b/typespec/tsp-output/@typespec/openapi3/openapi-1.0.0.yaml
index 54dc7c360..d83ce87f5 100644
--- a/typespec/tsp-output/@typespec/openapi3/openapi-1.0.0.yaml
+++ b/typespec/tsp-output/@typespec/openapi3/openapi-1.0.0.yaml
@@ -5911,6 +5911,10 @@ components:
           type: object
           additionalProperties: {}
           description: The data to send as form data
+        files:
+          type: object
+          additionalProperties: {}
+          description: The data to send as files data
         json:
           type: object
           additionalProperties: {}
@@ -5970,6 +5974,10 @@ components:
           type: object
           additionalProperties: {}
           description: The data to send as form data
+        files:
+          type: object
+          additionalProperties: {}
+          description: The data to send as files data
         json:
           type: object
           additionalProperties: {}
@@ -6093,6 +6101,7 @@ components:
             - browserbase
             - email
             - remote_browser
+            - llama_parse
           description: The provider of the integration
         method:
           type: string
@@ -6111,6 +6120,7 @@ components:
           weather: '#/components/schemas/Tools.WeatherIntegrationDef'
           browserbase: '#/components/schemas/Tools.BaseBrowserbaseIntegrationDef'
           remote_browser: '#/components/schemas/Tools.RemoteBrowserIntegrationDef'
+          llama_parse: '#/components/schemas/Tools.LlamaParseIntegrationDef'
       description: Integration definition
     Tools.BaseIntegrationDefUpdate:
       type: object
@@ -6126,6 +6136,7 @@ components:
             - browserbase
             - email
             - remote_browser
+            - llama_parse
           description: The provider of the integration
         method:
           type: string
@@ -6144,6 +6155,7 @@ components:
           weather: '#/components/schemas/Tools.WeatherIntegrationDefUpdate'
           browserbase: '#/components/schemas/Tools.BaseBrowserbaseIntegrationDefUpdate'
           remote_browser: '#/components/schemas/Tools.RemoteBrowserIntegrationDefUpdate'
+          llama_parse: '#/components/schemas/Tools.LlamaParseIntegrationDefUpdate'
       description: Integration definition
     Tools.Bash20241022Def:
       type: object
@@ -6855,6 +6867,7 @@ components:
             - $ref: '#/components/schemas/Tools.BrowserbaseGetSessionLiveUrlsIntegrationDef'
             - $ref: '#/components/schemas/Tools.BrowserbaseGetSessionConnectUrlIntegrationDef'
             - $ref: '#/components/schemas/Tools.RemoteBrowserIntegrationDef'
+            - $ref: '#/components/schemas/Tools.LlamaParseIntegrationDef'
           description: The integration to call
         system:
           allOf:
@@ -7046,6 +7059,136 @@ components:
           additionalProperties: {}
           description: The parameters the function accepts
       description: Function definition
+    Tools.LlamaParseFetchArguments:
+      type: object
+      required:
+        - file
+      properties:
+        result_format:
+          type: string
+          enum:
+            - text
+            - markdown
+          description: The format of the result. Can be "text" or "markdown". Default is "text".
+          default: text
+        num_workers:
+          type: integer
+          format: uint8
+          minimum: 1
+          maximum: 10
+          description: Number of workers for parallel processing. Default is 2, but can be set between 1 and 10.
+          default: 2
+        verbose:
+          type: boolean
+          description: Verbose mode for detailed logging. Default is true.
+          default: true
+        language:
+          type: string
+          description: Language of the text. Default is English.
+          default: en
+        filename:
+          type: string
+          description: File Name. If not provided, a random name will be generated.
+        file:
+          type: string
+          description: The base64 string of the file
+      description: Arguments for LlamaParse integration
+    Tools.LlamaParseFetchArgumentsUpdate:
+      type: object
+      properties:
+        result_format:
+          type: string
+          enum:
+            - text
+            - markdown
+          description: The format of the result. Can be "text" or "markdown". Default is "text".
+          default: text
+        num_workers:
+          type: integer
+          format: uint8
+          minimum: 1
+          maximum: 10
+          description: Number of workers for parallel processing. Default is 2, but can be set between 1 and 10.
+          default: 2
+        verbose:
+          type: boolean
+          description: Verbose mode for detailed logging. Default is true.
+          default: true
+        language:
+          type: string
+          description: Language of the text. Default is English.
+          default: en
+        filename:
+          type: string
+          description: File Name. If not provided, a random name will be generated.
+        file:
+          type: string
+          description: The base64 string of the file
+      description: Arguments for LlamaParse integration
+    Tools.LlamaParseIntegrationDef:
+      type: object
+      required:
+        - provider
+      properties:
+        provider:
+          type: string
+          enum:
+            - llama_parse
+          description: The provider must be "LlamaParseSetup"
+          default: llama_parse
+        method:
+          type: string
+          description: The specific method of the integration to call
+        setup:
+          allOf:
+            - $ref: '#/components/schemas/Tools.LlamaParseSetup'
+          description: The setup parameters for LlamaParse
+        arguments:
+          allOf:
+            - $ref: '#/components/schemas/Tools.LlamaParseFetchArguments'
+          description: The arguments for LlamaParse
+      allOf:
+        - $ref: '#/components/schemas/Tools.BaseIntegrationDef'
+      description: LlamaParse integration definition
+    Tools.LlamaParseIntegrationDefUpdate:
+      type: object
+      properties:
+        provider:
+          type: string
+          enum:
+            - llama_parse
+          description: The provider must be "LlamaParseSetup"
+          default: llama_parse
+        method:
+          type: string
+          description: The specific method of the integration to call
+        setup:
+          allOf:
+            - $ref: '#/components/schemas/Tools.LlamaParseSetupUpdate'
+          description: The setup parameters for LlamaParse
+        arguments:
+          allOf:
+            - $ref: '#/components/schemas/Tools.LlamaParseFetchArgumentsUpdate'
+          description: The arguments for LlamaParse
+      allOf:
+        - $ref: '#/components/schemas/Tools.BaseIntegrationDefUpdate'
+      description: LlamaParse integration definition
+    Tools.LlamaParseSetup:
+      type: object
+      required:
+        - llamaparse_api_key
+      properties:
+        llamaparse_api_key:
+          type: string
+          description: The API key for LlamaParse
+      description: Setup parameters for LlamaParse integration
+    Tools.LlamaParseSetupUpdate:
+      type: object
+      properties:
+        llamaparse_api_key:
+          type: string
+          description: The API key for LlamaParse
+      description: Setup parameters for LlamaParse integration
     Tools.NamedToolChoice:
       type: object
       properties:
@@ -7086,6 +7229,7 @@ components:
             - $ref: '#/components/schemas/Tools.BrowserbaseGetSessionLiveUrlsIntegrationDefUpdate'
             - $ref: '#/components/schemas/Tools.BrowserbaseGetSessionConnectUrlIntegrationDefUpdate'
             - $ref: '#/components/schemas/Tools.RemoteBrowserIntegrationDefUpdate'
+            - $ref: '#/components/schemas/Tools.LlamaParseIntegrationDefUpdate'
           description: The integration to call
         system:
           allOf:
@@ -7489,6 +7633,7 @@ components:
             - $ref: '#/components/schemas/Tools.BrowserbaseGetSessionLiveUrlsIntegrationDef'
             - $ref: '#/components/schemas/Tools.BrowserbaseGetSessionConnectUrlIntegrationDef'
             - $ref: '#/components/schemas/Tools.RemoteBrowserIntegrationDef'
+            - $ref: '#/components/schemas/Tools.LlamaParseIntegrationDef'
           description: The integration to call
         system:
           allOf:
@@ -7580,6 +7725,7 @@ components:
             - $ref: '#/components/schemas/Tools.BrowserbaseGetSessionLiveUrlsIntegrationDef'
             - $ref: '#/components/schemas/Tools.BrowserbaseGetSessionConnectUrlIntegrationDef'
             - $ref: '#/components/schemas/Tools.RemoteBrowserIntegrationDef'
+            - $ref: '#/components/schemas/Tools.LlamaParseIntegrationDef'
           description: The integration to call
         system:
           allOf: