diff --git a/poetry.lock b/poetry.lock
index bfc4a91253..8da8f2509e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -940,13 +940,13 @@ test = ["pytest"]
 
 [[package]]
 name = "composio-core"
-version = "0.5.34"
+version = "0.5.36"
 description = "Core package to act as a bridge between composio platform and other services."
 optional = false
 python-versions = "<4,>=3.9"
 files = [
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+    {file = "composio_core-0.5.36-py3-none-any.whl", hash = "sha256:daff46ae43c2ee073ad98341eaaccb71b468c1251a3a68a20886aeae8a621891"},
+    {file = "composio_core-0.5.36.tar.gz", hash = "sha256:55cb65d939033b5f0cfd52a2dfd852df0a899309f1db92026bdfa2e836b79fd3"},
 ]
 
 [package.dependencies]
@@ -976,17 +976,17 @@ tools = ["diskcache", "flake8", "networkx", "pathspec", "pygments", "ruff", "tra
 
 [[package]]
 name = "composio-langchain"
-version = "0.5.34"
+version = "0.5.36"
 description = "Use Composio to get an array of tools with your LangChain agent."
 optional = false
 python-versions = "<4,>=3.9"
 files = [
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+    {file = "composio_langchain-0.5.36-py3-none-any.whl", hash = "sha256:5b478011853122e837d3716a9efb9d2617e66c404c8312ad996f22bd1a3504b9"},
+    {file = "composio_langchain-0.5.36.tar.gz", hash = "sha256:0920a7fe28dd00bc0f44d3db91f4b7b0884853abf3f39f7399039357ad382abe"},
 ]
 
 [package.dependencies]
-composio-core = ">=0.5.30,<=0.5.34"
+composio-core = ">=0.5.30,<=0.5.36"
 langchain = ">=0.1.0"
 langchain-openai = ">=0.0.2.post1"
 langchainhub = ">=0.1.15"
@@ -1657,88 +1657,103 @@ files = [
 
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-version = "1.4.1"
+version = "1.5.0"
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 optional = false
 python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -2079,13 +2094,13 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-resource-manager"
-version = "1.12.5"
+version = "1.13.0"
 description = "Google Cloud Resource Manager API client library"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "google_cloud_resource_manager-1.12.5-py2.py3-none-any.whl", hash = "sha256:2708a718b45c79464b7b21559c701b5c92e6b0b1ab2146d0a256277a623dc175"},
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 ]
 
 [package.dependencies]
@@ -3358,13 +3373,13 @@ types-requests = ">=2.31.0.2,<3.0.0.0"
 
 [[package]]
 name = "langsmith"
-version = "0.1.136"
+version = "0.1.137"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "langsmith-0.1.137.tar.gz", hash = "sha256:56cdfcc6c74cb20a3f437d5bd144feb5bf93f54c5a2918d1e568cbd084a372d4"},
 ]
 
 [package.dependencies]
@@ -3394,19 +3409,19 @@ pydantic = ">=1.10"
 
 [[package]]
 name = "llama-index"
-version = "0.11.19"
+version = "0.11.20"
 description = "Interface between LLMs and your data"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
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 llama-index-cli = ">=0.3.1,<0.4.0"
-llama-index-core = ">=0.11.19,<0.12.0"
+llama-index-core = ">=0.11.20,<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"
@@ -3452,13 +3467,13 @@ llama-index-llms-openai = ">=0.2.0,<0.3.0"
 
 [[package]]
 name = "llama-index-core"
-version = "0.11.19"
+version = "0.11.20"
 description = "Interface between LLMs and your data"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -3668,13 +3683,13 @@ llama-parse = ">=0.5.0"
 
 [[package]]
 name = "llama-parse"
-version = "0.5.11"
+version = "0.5.12"
 description = "Parse files into RAG-Optimized formats."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -4439,13 +4454,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.52.1"
+version = "1.52.2"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -5259,13 +5274,13 @@ files = [
 
 [[package]]
 name = "proto-plus"
-version = "1.24.0"
+version = "1.25.0"
 description = "Beautiful, Pythonic protocol buffers."
 optional = true
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -5851,13 +5866,13 @@ dev = ["build", "flake8", "mypy", "pytest", "twine"]
 
 [[package]]
 name = "pyright"
-version = "1.1.385"
+version = "1.1.386"
 description = "Command line wrapper for pyright"
 optional = true
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -7433,6 +7448,21 @@ exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 trio = ">=0.11"
 wsproto = ">=0.14"
 
+[[package]]
+name = "trustme"
+version = "1.2.0"
+description = "#1 quality TLS certs while you wait, for the discerning tester"
+optional = true
+python-versions = ">=3.9"
+files = [
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+]
+
+[package.dependencies]
+cryptography = ">=3.1"
+idna = ">=2.0"
+
 [[package]]
 name = "typer"
 version = "0.9.4"
@@ -7917,13 +7947,13 @@ files = [
 
 [[package]]
 name = "werkzeug"
-version = "3.0.4"
+version = "3.0.6"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -8306,48 +8336,48 @@ test = ["zope.testrunner"]
 
 [[package]]
 name = "zope-interface"
-version = "7.1.0"
+version = "7.1.1"
 description = "Interfaces for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "zope.interface-7.1.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d6821ef9870f32154da873fcde439274f99814ea452dd16b99fa0b66345c4b6b"},
+    {file = "zope.interface-7.1.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:190eeec67e023d5aac54d183fa145db0b898664234234ac54643a441da434616"},
+    {file = "zope.interface-7.1.1-cp39-cp39-win_amd64.whl", hash = "sha256:d17e7fc814eaab93409b80819fd6d30342844345c27f3bc3c4b43c2425a8d267"},
+    {file = "zope.interface-7.1.1.tar.gz", hash = "sha256:4284d664ef0ff7b709836d4de7b13d80873dc5faeffc073abdb280058bfac5e3"},
 ]
 
 [package.dependencies]
@@ -8360,7 +8390,7 @@ testing = ["coverage[toml]", "zope.event", "zope.testing"]
 
 [extras]
 autogen = ["pyautogen"]
-dev = ["autoflake", "black", "datasets", "isort", "pexpect", "pre-commit", "pyright", "pytest-asyncio", "pytest-order"]
+dev = ["autoflake", "black", "datasets", "isort", "pexpect", "pre-commit", "pyright", "pytest-asyncio", "pytest-order", "trustme"]
 external-tools = ["composio-core", "composio-langchain", "crewai", "crewai-tools", "docker", "langchain", "langchain-community", "wikipedia"]
 milvus = ["pymilvus"]
 ollama = ["llama-index-embeddings-ollama"]
@@ -8372,4 +8402,4 @@ tests = ["wikipedia"]
 [metadata]
 lock-version = "2.0"
 python-versions = "<3.13,>=3.10"
-content-hash = "5c05bb8ee0f17e149be1482f6295fb2dcac41d8a23a27b890a81d2e9fa30b4e8"
+content-hash = "aa1a7b754124fa0c33e2dc7f99076229f9e59b053393af3d5905132f6cbe688b"
diff --git a/pyproject.toml b/pyproject.toml
index e20af59b49..8d3bd43bb6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -78,12 +78,13 @@ composio-langchain = "^0.5.28"
 composio-core = "^0.5.34"
 alembic = "^1.13.3"
 pyhumps = "^3.8.0"
+trustme = {version = "^1.2.0", optional = true}
 
 [tool.poetry.extras]
 #local = ["llama-index-embeddings-huggingface"]
 postgres = ["pgvector", "pg8000", "psycopg2-binary"]
 milvus = ["pymilvus"]
-dev = ["pytest", "pytest-asyncio", "pexpect", "black", "pre-commit", "datasets", "pyright", "pytest-order", "autoflake", "isort"]
+dev = ["pytest", "pytest-asyncio", "pexpect", "black", "pre-commit", "datasets", "pyright", "pytest-order", "autoflake", "isort", "trustme"]
 server = ["websockets", "fastapi", "uvicorn"]
 autogen = ["pyautogen"]
 qdrant = ["qdrant-client"]
diff --git a/tests/conftest.py b/tests/conftest.py
index 90916a6ecd..ddac04d320 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,5 +1,49 @@
 import logging
+import os
+import threading
+import time
+
+import pytest
+from fastapi.testclient import TestClient
+
+from tests.helpers import mock_llm
 
 
 def pytest_configure(config):
     logging.basicConfig(level=logging.DEBUG)
+
+
+def pytest_addoption(parser):
+    parser.addoption(
+        "--llm-api",
+        action="store",
+        default="openai",
+        help="backend options: openai or mock",
+        choices=("openai", "mock"),
+    )
+
+
+@pytest.fixture(scope="module")
+def llmopt(request):
+    return request.config.getoption("--llm-api")
+
+
+@pytest.fixture(scope="module")
+def mock_llm_client(llmopt):
+    if llmopt == "mock":
+        print("Starting mock llm api server thread")
+        print(__name__)
+        thread = threading.Thread(target=mock_llm.start_mock_llm_server, daemon=True)
+        thread.start()
+        time.sleep(5)
+
+        mock_llm_client = TestClient(mock_llm.app)
+        yield mock_llm_client
+    else:
+        yield None
+
+    # Cleanup ssl cert override
+    if llmopt == "mock":
+        del os.environ["REQUESTS_CA_BUNDLE"]
+        os.remove(mock_llm.DEFAULT_MOCK_LLM_SSL_CERT_PATH)
+        os.rmdir(mock_llm.DEFAULT_MOCK_LLM_SSL_CERT_PATH.split("/")[0])
diff --git a/tests/helpers/mock_llm.py b/tests/helpers/mock_llm.py
new file mode 100644
index 0000000000..23e0e8413e
--- /dev/null
+++ b/tests/helpers/mock_llm.py
@@ -0,0 +1,120 @@
+import os
+import secrets
+import string
+import time
+from typing import Optional
+
+import trustme
+import uvicorn
+from fastapi import FastAPI
+
+from letta.schemas.embedding_config import EmbeddingConfig
+from letta.schemas.llm_config import LLMConfig
+
+DEFAULT_MOCK_LLM_API_HOST = "localhost"
+DEFAULT_MOCK_LLM_API_PORT = 8000
+DEFAULT_MOCK_LLM_SSL_CERT_PATH = "certs/ca_cert.pem"
+
+
+app = FastAPI()
+
+
+@app.post("/v1/chat/completions")
+async def user_message():
+    response = {
+        "id": "chatcmpl-" + generate_mock_id(28),
+        "object": "chat.completion",
+        "created": int(time.time()),
+        "model": "memgpt-openai",
+        "choices": [
+            {
+                "index": 0,
+                "message": {
+                    "role": "assistant",
+                    "content": None,
+                    "tool_calls": [
+                        {
+                            "id": "call_" + generate_mock_id(24),
+                            "type": "function",
+                            "function": {
+                                "name": "send_message",
+                                "arguments": '{"message":"Hello! It\'s great to meet you! How are you doing today?","inner_thoughts":"User has greeted me. Time to establish a connection and gauge their mood."}',
+                            },
+                        }
+                    ],
+                    "refusal": None,
+                },
+                "logprobs": None,
+                "finish_reason": "tool_calls",
+            }
+        ],
+        "usage": {
+            "prompt_tokens": 2370,
+            "completion_tokens": 48,
+            "total_tokens": 2418,
+            "prompt_tokens_details": {"cached_tokens": 0},
+            "completion_tokens_details": {"reasoning_tokens": 0},
+        },
+        "system_fingerprint": "fp_" + generate_mock_id(10),
+    }
+    return response
+
+
+@app.get("/v1/embeddings")
+async def message():
+    pass
+
+
+@app.get("/configs")
+def get_config():
+    return {
+        "llm": get_llm_config(),
+        "embedding": get_embedding_config(),
+    }
+
+
+def get_llm_config():
+    return LLMConfig(
+        model="memgpt-openai",
+        model_endpoint_type="openai",
+        model_endpoint="https://localhost:8000/v1",
+        model_wrapper=None,
+        context_window=8192,
+    )
+
+
+def get_embedding_config():
+    return EmbeddingConfig(
+        embedding_model="text-embedding-ada-002",
+        embedding_endpoint_type="openai",
+        embedding_endpoint="https://localhost:8000/v1",
+        embedding_dim=1536,
+        embedding_chunk_size=300,
+    )
+
+
+def generate_mock_id(length: int):
+    possible_characters = string.ascii_letters + string.digits
+    return "".join(secrets.choice(possible_characters) for _ in range(length))
+
+
+def start_mock_llm_server(
+    port: Optional[int] = DEFAULT_MOCK_LLM_API_PORT,
+    host: Optional[str] = DEFAULT_MOCK_LLM_API_HOST,
+):
+    ca = trustme.CA()
+    os.makedirs(DEFAULT_MOCK_LLM_SSL_CERT_PATH.split("/")[0], exist_ok=True)
+    ca.cert_pem.write_to_path(DEFAULT_MOCK_LLM_SSL_CERT_PATH)
+    os.environ["REQUESTS_CA_BUNDLE"] = DEFAULT_MOCK_LLM_SSL_CERT_PATH
+
+    cert = ca.issue_cert(host)
+    with cert.cert_chain_pems[0].tempfile() as cert_path:
+        with cert.private_key_pem.tempfile() as key_path:
+            print(f"Running: uvicorn server:mock_llm_app --host {host} --port {port}")
+            uvicorn.run(
+                app,
+                host=host,
+                port=port,
+                ssl_keyfile=key_path,
+                ssl_certfile=cert_path,
+            )
diff --git a/tests/helpers/utils.py b/tests/helpers/utils.py
index c5f1c15665..23f7cdce84 100644
--- a/tests/helpers/utils.py
+++ b/tests/helpers/utils.py
@@ -1,6 +1,10 @@
-from typing import Union
+from typing import Optional, Union
+
+from fastapi.testclient import TestClient
 
 from letta import LocalClient, RESTClient
+from letta.schemas.embedding_config import EmbeddingConfig
+from letta.schemas.llm_config import LLMConfig
 
 
 def cleanup(client: Union[LocalClient, RESTClient], agent_uuid: str):
@@ -9,3 +13,18 @@ def cleanup(client: Union[LocalClient, RESTClient], agent_uuid: str):
         if agent_state.name == agent_uuid:
             client.delete_agent(agent_id=agent_state.id)
             print(f"Deleted agent: {agent_state.name} with ID {str(agent_state.id)}")
+
+
+def set_default_configs(letta_client: Union[LocalClient, RESTClient], mock_llm_client: Optional[TestClient] = None):
+    # Conditionally set configs based on provided llm api option
+    configs_response = mock_llm_client.get("/configs") if mock_llm_client else None
+    if configs_response and configs_response.status_code == 200:
+        configs = configs_response.json()
+        llm_config = LLMConfig.parse_obj(configs["llm"])
+        embedding_config = EmbeddingConfig.parse_obj(configs["embedding"])
+    else:
+        llm_config = LLMConfig.default_config("gpt-4")
+        embedding_config = EmbeddingConfig.default_config(provider="openai")
+
+    letta_client.set_default_llm_config(llm_config)
+    letta_client.set_default_embedding_config(embedding_config)
diff --git a/tests/test_client.py b/tests/test_client.py
index 718f604565..8713682eac 100644
--- a/tests/test_client.py
+++ b/tests/test_client.py
@@ -19,6 +19,7 @@
 from letta.schemas.message import Message
 from letta.schemas.usage import LettaUsageStatistics
 from tests.helpers.client_helper import upload_file_using_client
+from tests.helpers.utils import set_default_configs
 
 # from tests.utils import create_config
 
@@ -48,7 +49,7 @@ def run_server():
     params=[{"server": True}],  # whether to use REST API server
     scope="module",
 )
-def client(request):
+def client(request, mock_llm_client):
     if request.param["server"]:
         # get URL from enviornment
         server_url = os.getenv("LETTA_SERVER_URL")
@@ -67,8 +68,7 @@ def client(request):
         server_url = None
         client = create_client()
 
-    client.set_default_llm_config(LLMConfig.default_config("gpt-4"))
-    client.set_default_embedding_config(EmbeddingConfig.default_config(provider="openai"))
+    set_default_configs(client, mock_llm_client)
     yield client