diff --git a/examples/agent/crewAI/research_crew/pyproject.toml b/examples/agent/crewAI/research_crew/pyproject.toml
index 260b3297..c0aaf3eb 100644
--- a/examples/agent/crewAI/research_crew/pyproject.toml
+++ b/examples/agent/crewAI/research_crew/pyproject.toml
@@ -5,6 +5,7 @@ description = "research_crew using crewAI"
 authors = [{ name = "Your Name", email = "you@example.com" }]
 requires-python = ">=3.10,<3.14"
 dependencies = [
+    "aiohttp>=3.14.1,<4",
     "crewai[tools]>=0.203.1,<1.0.0",
     "splunk-ao",
     "python-dotenv",
diff --git a/examples/agent/langgraph-fsi-agent/after/pyproject.toml b/examples/agent/langgraph-fsi-agent/after/pyproject.toml
index a918a062..8d448cae 100644
--- a/examples/agent/langgraph-fsi-agent/after/pyproject.toml
+++ b/examples/agent/langgraph-fsi-agent/after/pyproject.toml
@@ -5,6 +5,7 @@ description = "A demo langgraph Financial Services agent with Splunk AO evaluati
 license = "MIT"
 requires-python = "<3.14,>=3.11"
 dependencies = [
+  "aiohttp>=3.14.1,<4",
   "chainlit~=2.5.5",
   "splunk-ao",
   "grandalf>=0.8",
diff --git a/examples/agent/langgraph-fsi-agent/before/poetry.lock b/examples/agent/langgraph-fsi-agent/before/poetry.lock
index 9ee4bed0..d0f43256 100644
--- a/examples/agent/langgraph-fsi-agent/before/poetry.lock
+++ b/examples/agent/langgraph-fsi-agent/before/poetry.lock
@@ -26,111 +26,145 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.13"
+version = "3.14.3"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
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+    {file = "aiohttp-3.14.3-cp314-cp314-win_amd64.whl", hash = "sha256:8b3b60de05f3dcb6f6a00f818bb2ec781cee4de0645f59ccaf99b1d1823b6100"},
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+    {file = "aiohttp-3.14.3-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:ebe8e504f058fe91223351cecd2d9d6946c9d241bb0250d898ffbdf584cc72b0"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:30402d03a7c0ff52bce290b57e564e9079fd9d0cb545c8aba73f86a103162d2e"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9fc7b5bfec6573f3ae844f457fdde5adeb713f8b8e4a81ad64fc207b49383716"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:8a5fd34f7f7410d1730d5c2ba873cacb2eed3fede366feb268a70ba22581ed8f"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:270d3dace9ca2f10f0da5d8ebe519b7a310fc6112ed916e32df5866df0888553"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3ae5b3a59436d089b5395d910121a390feed4d00578eb95a0fd1a329fe963100"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2498f0fe69ead802f9675beca44a7c21c62fdaa4ec5145ea1c3ad6edbee29f85"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:a0dc483c00da8b673abbb367eb6f8d8f4bcec30eb58529ea13cb42e7fd2dfa33"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:c7d3a97c678d34fc5b59da671ee9cd630096ddc643e7b5a30d54a2a6f3574d3f"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:f8fb78a83c9e5f741ca3a68cfb455c1f5bb83b4e7249a3848b3cd78d0a8563b0"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:74ab5b6a9fb13e873e5a90946588baecaf488745e1db1a4a5c433f971f035098"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:bd52f811e65f6fb634b1047159657c98f52b407f8efec907bcfc09da9a4c0a25"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:f0f177d1b195b9e06376cfd7d308d8a1b920909a609d03ac82a8c73bbb16d3b9"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:498c6c623134f8e09a3c4e60bcd607a0b4590dd7dbf08dd40851b27cbb520ccb"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-win32.whl", hash = "sha256:b304db572b4368edd8dda8a2274f73156fe15558fca4a917cb8a09fc47af5963"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-win_amd64.whl", hash = "sha256:b20032766aedf6261c7a566585a40867d092ac03a0d81592d5370ef9b054f99b"},
+    {file = "aiohttp-3.14.3-cp314-cp314t-win_arm64.whl", hash = "sha256:2e1161602f45a54de2ce0905243a95f58cb42dcd378402f3697f5e0b21e9d2e7"},
+    {file = "aiohttp-3.14.3.tar.gz", hash = "sha256:9491196535a88924a60afd5b5f434b5b203b6cc616250878dbdb223a8f7844bc"},
 ]
 
 [package.dependencies]
 aiohappyeyeballs = ">=2.5.0"
-aiosignal = ">=1.1.2"
+aiosignal = ">=1.4.0"
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
 propcache = ">=0.2.0"
+typing_extensions = {version = ">=4.4", markers = "python_version < \"3.13\""}
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "brotlicffi ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli (>=1.2) ; platform_python_implementation == \"CPython\" and sys_platform != \"android\" and sys_platform != \"ios\"", "aiodns (>=3.3.0) ; sys_platform != \"android\" and sys_platform != \"ios\"", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\" and sys_platform != \"android\" and sys_platform != \"ios\"", "brotlicffi (>=1.2) ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aiohttp-retry"
@@ -4563,40 +4597,21 @@ opentelemetry-sdk = ">=1.34.1,<1.35.0"
 
 [[package]]
 name = "urllib3"
-version = "1.26.20"
-description = "HTTP library with thread-safe connection pooling, file post, and more."
-optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
-groups = ["main"]
-markers = "platform_python_implementation == \"PyPy\""
-files = [
-    {file = "urllib3-1.26.20-py2.py3-none-any.whl", hash = "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e"},
-    {file = "urllib3-1.26.20.tar.gz", hash = "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"},
-]
-
-[package.extras]
-brotli = ["brotli (==1.0.9) ; os_name != \"nt\" and python_version < \"3\" and platform_python_implementation == \"CPython\"", "brotli (>=1.0.9) ; python_version >= \"3\" and platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; (os_name != \"nt\" or python_version >= \"3\") and platform_python_implementation != \"CPython\"", "brotlipy (>=0.6.0) ; os_name == \"nt\" and python_version < \"3\""]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress ; python_version == \"2.7\"", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
-socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
-
-[[package]]
-name = "urllib3"
-version = "2.5.0"
+version = "2.7.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\""
 files = [
-    {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
-    {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
+    {file = "urllib3-2.7.0-py3-none-any.whl", hash = "sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897"},
+    {file = "urllib3-2.7.0.tar.gz", hash = "sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
+brotli = ["brotli (>=1.2.0) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=1.2.0.0) ; platform_python_implementation != \"CPython\""]
 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
+zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "uvicorn"
@@ -4624,6 +4639,7 @@ description = "Automatically mock your HTTP interactions to simplify and speed u
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
+markers = "platform_python_implementation != \"PyPy\""
 files = [
     {file = "vcrpy-7.0.0-py2.py3-none-any.whl", hash = "sha256:55791e26c18daa363435054d8b35bd41a4ac441b6676167635d1b37a71dbe124"},
     {file = "vcrpy-7.0.0.tar.gz", hash = "sha256:176391ad0425edde1680c5b20738ea3dc7fb942520a48d2993448050986b3a50"},
@@ -4631,16 +4647,34 @@ files = [
 
 [package.dependencies]
 PyYAML = "*"
-urllib3 = [
-    {version = "*", markers = "platform_python_implementation != \"PyPy\" and python_version >= \"3.10\""},
-    {version = "<2", markers = "platform_python_implementation == \"PyPy\""},
-]
+urllib3 = {version = "*", markers = "platform_python_implementation != \"PyPy\" and python_version >= \"3.10\""}
 wrapt = "*"
 yarl = "*"
 
 [package.extras]
 tests = ["Werkzeug (==2.0.3)", "aiohttp", "boto3", "httplib2", "httpx", "pytest", "pytest-aiohttp", "pytest-asyncio", "pytest-cov", "pytest-httpbin", "requests (>=2.22.0)", "tornado", "urllib3"]
 
+[[package]]
+name = "vcrpy"
+version = "8.3.0"
+description = "Automatically mock your HTTP interactions to simplify and speed up testing"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "platform_python_implementation == \"PyPy\""
+files = [
+    {file = "vcrpy-8.3.0-py3-none-any.whl", hash = "sha256:bd66e6143746778157f00e2a922527a8d96b2fdc350be8988a45a29c843815b9"},
+    {file = "vcrpy-8.3.0.tar.gz", hash = "sha256:46d64e77e8d95e5c76c7d9a94ff05d8b38b2ae4e1d4869eb0235024b6fcb5212"},
+]
+
+[package.dependencies]
+PyYAML = "*"
+wrapt = "*"
+
+[package.extras]
+tests = ["aiohttp", "boto3", "cryptography", "httpbin (>=0.10.3)", "httplib2", "httpx", "httpx-curl-cffi", "httpx2", "pycurl ; platform_python_implementation != \"PyPy\"", "pyreqwest ; python_version >= \"3.11\"", "pytest", "pytest-aiohttp", "pytest-asyncio", "pytest-cov", "pytest-httpbin", "requests (>=2.22.0)", "tornado", "urllib3"]
+tests-niquests = ["httpbin (>=0.10.3)", "niquests", "pytest", "pytest-aiohttp", "pytest-asyncio", "pytest-cov", "pytest-httpbin"]
+
 [[package]]
 name = "watchfiles"
 version = "0.20.0"
@@ -5168,4 +5202,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "<3.14,>=3.11"
-content-hash = "242ae4b45c24c15c2250893692324aab952250ec42a12ec89c88bbc38ef3bd90"
+content-hash = "b52c06b99b407583d2951d8bc3c2fd0b85a7c0711aeaa037a25387863238f19b"
diff --git a/examples/agent/langgraph-fsi-agent/before/pyproject.toml b/examples/agent/langgraph-fsi-agent/before/pyproject.toml
index d0d6f8c9..a286c308 100644
--- a/examples/agent/langgraph-fsi-agent/before/pyproject.toml
+++ b/examples/agent/langgraph-fsi-agent/before/pyproject.toml
@@ -5,6 +5,7 @@ description = "A demo langgraph Financial Services agent with Splunk AO evaluati
 license = "MIT"
 requires-python = "<3.14,>=3.11"
 dependencies = [
+  "aiohttp>=3.14.1,<4",
   "chainlit~=2.5.5",
   "grandalf>=0.8",
   "langchain-community>=0.3.24",
diff --git a/examples/agent/langgraph-telecom-agent/pyproject.toml b/examples/agent/langgraph-telecom-agent/pyproject.toml
index cd4ed244..24949972 100644
--- a/examples/agent/langgraph-telecom-agent/pyproject.toml
+++ b/examples/agent/langgraph-telecom-agent/pyproject.toml
@@ -5,6 +5,7 @@ description = "A demo langgraph Telecom Services agent with Splunk AO evaluation
 license = "MIT"
 requires-python = "<3.14,>=3.11"
 dependencies = [
+  "aiohttp>=3.14.1,<4",
   "chainlit~=2.5.5",
   "splunk-ao",
   "grandalf>=0.8",
diff --git a/examples/agent/minimal-agent-example/requirements.txt b/examples/agent/minimal-agent-example/requirements.txt
index 253c1d96..3ff5c47d 100644
--- a/examples/agent/minimal-agent-example/requirements.txt
+++ b/examples/agent/minimal-agent-example/requirements.txt
@@ -3,9 +3,9 @@ rich>=13.7.0
 questionary>=2.0.1
 openai==1.61.1
 pydantic==2.10.6
-aiohappyeyeballs==2.4.6
-aiohttp==3.11.12
-aiosignal==1.3.2
+aiohappyeyeballs==2.6.1
+aiohttp==3.14.3
+aiosignal==1.4.0
 attrs==25.1.0
 certifi==2025.1.31
 frozenlist==1.5.0
@@ -15,6 +15,6 @@ propcache==0.2.1
 python-dateutil==2.9.0.post0
 six==1.17.0
 typing_extensions==4.12.2
-urllib3==2.6.3
+urllib3==2.7.0
 yarl==1.18.3
 python-dotenv>=1.0.0
diff --git a/examples/agent/startup-simulator-3000/README.md b/examples/agent/startup-simulator-3000/README.md
index 8c5c63e6..1786e41f 100644
--- a/examples/agent/startup-simulator-3000/README.md
+++ b/examples/agent/startup-simulator-3000/README.md
@@ -46,7 +46,7 @@ run immediately!
 
 Make sure you have:
 
-- **Python 3.10+** installed on your system
+- **Python 3.11+** installed on your system
 - **Git** (optional, for cloning)
 - **A code editor** (VS Code, PyCharm, etc.)
 
@@ -219,7 +219,7 @@ cat .env
 
 1. **Check the logs**: Look at the terminal output for error messages
 2. **Verify API keys**: Make sure all required API keys are set in `.env`
-3. **Check Python version**: Ensure you're using Python 3.8+
+3. **Check Python version**: Ensure you're using Python 3.11+
 4. **Reinstall dependencies**: `pip install -r requirements.txt --force-reinstall`
 
 ## 🎓 Learning Resources
@@ -280,7 +280,7 @@ If you run into issues:
 1. Check the troubleshooting section above
 2. Look at the terminal logs for error messages
 3. Verify your API keys are correct
-4. Make sure you're using Python 3.10+
+4. Make sure you're using Python 3.11+
 
 ---
 
diff --git a/examples/agent/startup-simulator-3000/TUTORIAL.md b/examples/agent/startup-simulator-3000/TUTORIAL.md
index 8632ff01..3c20ebed 100644
--- a/examples/agent/startup-simulator-3000/TUTORIAL.md
+++ b/examples/agent/startup-simulator-3000/TUTORIAL.md
@@ -28,7 +28,7 @@ This tutorial is designed for developers who want to learn how to build producti
 First, make sure you have the prerequisites installed:
 
 ```bash
-# Check Python version (should be 3.8+)
+# Check Python version (should be 3.11+)
 python --version
 
 # Create and activate virtual environment
@@ -431,7 +431,7 @@ gunicorn -w 4 -b 0.0.0.0:2021 app:app
 
 3. **Docker Deployment**
 ```dockerfile
-FROM python:3.10-slim
+FROM python:3.11-slim
 WORKDIR /app
 COPY requirements.txt .
 RUN pip install -r requirements.txt
diff --git a/examples/agent/startup-simulator-3000/requirements.txt b/examples/agent/startup-simulator-3000/requirements.txt
index 09e7382f..61bf28ea 100644
--- a/examples/agent/startup-simulator-3000/requirements.txt
+++ b/examples/agent/startup-simulator-3000/requirements.txt
@@ -1,6 +1,6 @@
 annotated-types==0.7.0
 anyio==4.9.0
-aiohttp==3.9.3
+aiohttp==3.14.3
 attrs==25.3.0
 certifi==2025.4.26
 charset-normalizer==3.4.2
@@ -47,11 +47,10 @@ tiktoken==0.9.0
 tqdm==4.67.1
 typing-extensions==4.14.0
 typing-inspection==0.4.1
-urllib3==2.6.3
+urllib3==2.7.0
 wrapt==1.17.2
 xxhash==3.5.0
 zstandard==0.23.0
 rich
 flask
-flask-cors
-aiohttp 
\ No newline at end of file
+flask-cors
\ No newline at end of file
diff --git a/examples/agent/startup-simulator-3000/start.bat b/examples/agent/startup-simulator-3000/start.bat
index c6648b19..7f4ca6e0 100644
--- a/examples/agent/startup-simulator-3000/start.bat
+++ b/examples/agent/startup-simulator-3000/start.bat
@@ -8,7 +8,7 @@ echo ========================================
 REM Check if Python is installed
 python --version >nul 2>&1
 if errorlevel 1 (
-    echo ❌ Python is not installed or not in PATH. Please install Python 3.8+ first.
+    echo ❌ Python is not installed or not in PATH. Please install Python 3.11+ first.
     pause
     exit /b 1
 )
diff --git a/examples/agent/startup-simulator-3000/start.sh b/examples/agent/startup-simulator-3000/start.sh
index 9bf18d28..880843b0 100755
--- a/examples/agent/startup-simulator-3000/start.sh
+++ b/examples/agent/startup-simulator-3000/start.sh
@@ -8,16 +8,16 @@ echo "========================================"
 
 # Check if Python is installed
 if ! command -v python3 &> /dev/null; then
-    echo "❌ Python 3 is not installed. Please install Python 3.8+ first."
+    echo "❌ Python 3 is not installed. Please install Python 3.11+ first."
     exit 1
 fi
 
 # Check Python version
 python_version=$(python3 -c 'import sys; print(".".join(map(str, sys.version_info[:2])))')
-required_version="3.8"
+required_version="3.11"
 
 if [ "$(printf '%s\n' "$required_version" "$python_version" | sort -V | head -n1)" != "$required_version" ]; then
-    echo "❌ Python version $python_version is too old. Please install Python 3.8+"
+    echo "❌ Python version $python_version is too old. Please install Python 3.11+"
     exit 1
 fi
 
diff --git a/examples/agent/startup-simulator-3000/test_setup.py b/examples/agent/startup-simulator-3000/test_setup.py
index 16dfa13f..fd0a127a 100644
--- a/examples/agent/startup-simulator-3000/test_setup.py
+++ b/examples/agent/startup-simulator-3000/test_setup.py
@@ -15,8 +15,8 @@ def test_python_version() -> bool:
     """Test if Python version is compatible"""
     print("🐍 Testing Python version...")
     py_version = sys.version_info
-    if py_version.major < 3 or (py_version.major == 3 and py_version.minor < 8):
-        print(f"❌ Python {py_version.major}.{py_version.minor} is too old. Need Python 3.8+")
+    if py_version.major < 3 or (py_version.major == 3 and py_version.minor < 11):
+        print(f"❌ Python {py_version.major}.{py_version.minor} is too old. Need Python 3.11+")
         return False
     print(f"✅ Python {py_version.major}.{py_version.minor}.{py_version.micro} is compatible")
     return True
diff --git a/examples/rag/cli-rag-demo/README.md b/examples/rag/cli-rag-demo/README.md
index cf0f60bb..01bff611 100644
--- a/examples/rag/cli-rag-demo/README.md
+++ b/examples/rag/cli-rag-demo/README.md
@@ -10,7 +10,7 @@ This is a terminal-based Retrieval-Augmented Generation (RAG) demo that uses the
 
 ## Prerequisites
 
-- Python 3.8+
+- Python 3.11+
 - OpenAI API key
 - Splunk AO API key (optional, for observability)
 
diff --git a/examples/rag/cli-rag-demo/requirements.txt b/examples/rag/cli-rag-demo/requirements.txt
index c138ff4f..3ea1d9b9 100644
--- a/examples/rag/cli-rag-demo/requirements.txt
+++ b/examples/rag/cli-rag-demo/requirements.txt
@@ -3,9 +3,9 @@ rich>=13.7.0
 questionary>=2.0.1
 openai==1.61.1
 pydantic==2.10.6
-aiohappyeyeballs==2.4.6
-aiohttp==3.11.12
-aiosignal==1.3.2
+aiohappyeyeballs==2.6.1
+aiohttp==3.14.3
+aiosignal==1.4.0
 attrs==25.1.0
 certifi==2025.1.31
 frozenlist==1.5.0
@@ -17,7 +17,7 @@ propcache==0.2.1
 python-dateutil==2.9.0.post0
 six==1.17.0
 typing_extensions==4.12.2
-urllib3==2.6.3
+urllib3==2.7.0
 yarl==1.18.3
 faiss-cpu>=1.7.4
 sentence-transformers>=2.5.1
diff --git a/examples/rag/elastic-chatbot-rag-app/requirements.in b/examples/rag/elastic-chatbot-rag-app/requirements.in
index f2815891..090c4e83 100644
--- a/examples/rag/elastic-chatbot-rag-app/requirements.in
+++ b/examples/rag/elastic-chatbot-rag-app/requirements.in
@@ -1,3 +1,6 @@
+# security floors (VULN-88795 / CVE-2026-54275 — aiohttp SNI bypass)
+aiohttp>=3.14.1,<4
+
 # core dependencies
 elasticsearch
 langchain
diff --git a/examples/rag/elastic-chatbot-rag-app/requirements.txt b/examples/rag/elastic-chatbot-rag-app/requirements.txt
index b290ad40..48060f3e 100644
--- a/examples/rag/elastic-chatbot-rag-app/requirements.txt
+++ b/examples/rag/elastic-chatbot-rag-app/requirements.txt
@@ -6,9 +6,9 @@
 #
 aiohappyeyeballs==2.6.1
     # via aiohttp
-aiohttp==3.11.14
+aiohttp==3.14.3
     # via langchain-community
-aiosignal==1.3.2
+aiosignal==1.4.0
     # via aiohttp
 annotated-types==0.7.0
     # via pydantic
@@ -482,7 +482,7 @@ typing-inspect==0.9.0
     # via dataclasses-json
 ujson==5.10.0
     # via langtrace-python-sdk
-urllib3==2.6.3
+urllib3==2.7.0
     # via
     #   botocore
     #   elastic-transport
diff --git a/poetry.lock b/poetry.lock
index 366e5de1..a65453c2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -15,133 +15,132 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.5"
+version = "3.14.3"
 description = "Async http client/server framework (asyncio)"
 optional = true
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 markers = "python_version <= \"3.13\" and (extra == \"crewai\" or extra == \"all\")"
 files = [
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 ]
 
 [package.dependencies]
@@ -151,10 +150,11 @@ attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
 propcache = ">=0.2.0"
+typing_extensions = {version = ">=4.4", markers = "python_version < \"3.13\""}
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli (>=1.2) ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\"", "brotlicffi (>=1.2) ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli (>=1.2) ; platform_python_implementation == \"CPython\" and sys_platform != \"android\" and sys_platform != \"ios\"", "aiodns (>=3.3.0) ; sys_platform != \"android\" and sys_platform != \"ios\"", "backports.zstd ; platform_python_implementation == \"CPython\" and python_version < \"3.14\" and sys_platform != \"android\" and sys_platform != \"ios\"", "brotlicffi (>=1.2) ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aiosignal"
@@ -500,7 +500,7 @@ files = [
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 ]
-markers = {main = "python_version <= \"3.13\" and platform_python_implementation != \"PyPy\" and (extra == \"crewai\" or extra == \"all\" or extra == \"openai\") or (extra == \"langchain\" or extra == \"all\") and platform_python_implementation == \"PyPy\" or python_version <= \"3.13\" and (extra == \"langchain\" or extra == \"all\") and (extra == \"crewai\" or extra == \"all\" or extra == \"openai\") or (extra == \"openai\" or extra == \"all\" or extra == \"crewai\") and platform_python_implementation != \"PyPy\" or (extra == \"langchain\" or extra == \"all\") and (extra == \"openai\" or extra == \"all\" or extra == \"crewai\")", test = "platform_python_implementation == \"PyPy\""}
+markers = {main = "platform_python_implementation != \"PyPy\" and (extra == \"openai\" or extra == \"all\" or extra == \"crewai\") or (extra == \"langchain\" or extra == \"all\") and platform_python_implementation == \"PyPy\" or (extra == \"langchain\" or extra == \"all\") and (extra == \"openai\" or extra == \"all\" or extra == \"crewai\")", test = "platform_python_implementation == \"PyPy\""}
 
 [package.dependencies]
 pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
@@ -948,7 +948,7 @@ files = [
     {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
     {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
 ]
-markers = {main = "(python_version <= \"3.13\" or extra == \"langchain\" or extra == \"all\" or extra == \"openai\") and (extra == \"crewai\" or extra == \"all\" or extra == \"openai\" or extra == \"langchain\")"}
+markers = {main = "extra == \"openai\" or extra == \"all\" or extra == \"langchain\" or python_version <= \"3.13\" and (extra == \"crewai\" or extra == \"all\" or extra == \"openai\" or extra == \"langchain\")"}
 
 [[package]]
 name = "docstring-parser"
@@ -2611,9 +2611,10 @@ tests = ["pytest (>=4.6)"]
 name = "multidict"
 version = "6.6.4"
 description = "multidict implementation"
-optional = false
+optional = true
 python-versions = ">=3.9"
-groups = ["main", "test"]
+groups = ["main"]
+markers = "python_version <= \"3.13\" and (extra == \"crewai\" or extra == \"all\")"
 files = [
     {file = "multidict-6.6.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b8aa6f0bd8125ddd04a6593437bad6a7e70f300ff4180a531654aa2ab3f6d58f"},
     {file = "multidict-6.6.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b9e5853bbd7264baca42ffc53391b490d65fe62849bf2c690fa3f6273dbcd0cb"},
@@ -2726,7 +2727,6 @@ files = [
     {file = "multidict-6.6.4-py3-none-any.whl", hash = "sha256:27d8f8e125c07cb954e54d75d04905a9bba8a439c1d84aca94949d4d03d8601c"},
     {file = "multidict-6.6.4.tar.gz", hash = "sha256:d2d4e4787672911b48350df02ed3fa3fffdc2f2e8ca06dd6afdf34189b76a9dd"},
 ]
-markers = {main = "python_version <= \"3.13\" and (extra == \"crewai\" or extra == \"all\")"}
 
 [[package]]
 name = "mypy"
@@ -3254,7 +3254,7 @@ files = [
     {file = "orjson-3.11.9-cp314-cp314-win_arm64.whl", hash = "sha256:eebdbdeef0094e4f5aefa20dcd4eb2368ab5e7a3b4edea27f1e7b2892e009cf9"},
     {file = "orjson-3.11.9.tar.gz", hash = "sha256:4fef17e1f8722c11587a6ef18e35902450221da0028e65dbaaa543619e68e48f"},
 ]
-markers = {main = "python_version <= \"3.13\" and (extra == \"langchain\" or extra == \"all\" or extra == \"crewai\") or extra == \"langchain\" or extra == \"all\"", test = "platform_python_implementation != \"PyPy\""}
+markers = {main = "extra == \"langchain\" or extra == \"all\" or python_version <= \"3.13\" and (extra == \"langchain\" or extra == \"all\" or extra == \"crewai\")", test = "platform_python_implementation != \"PyPy\""}
 
 [[package]]
 name = "ormsgpack"
@@ -3599,9 +3599,10 @@ virtualenv = ">=20.10.0"
 name = "propcache"
 version = "0.3.2"
 description = "Accelerated property cache"
-optional = false
+optional = true
 python-versions = ">=3.9"
-groups = ["main", "test"]
+groups = ["main"]
+markers = "python_version <= \"3.13\" and (extra == \"crewai\" or extra == \"all\")"
 files = [
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:22d9962a358aedbb7a2e36187ff273adeaab9743373a272976d2e348d08c7770"},
     {file = "propcache-0.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0d0fda578d1dc3f77b6b5a5dce3b9ad69a8250a891760a548df850a5e8da87f3"},
@@ -3702,7 +3703,6 @@ files = [
     {file = "propcache-0.3.2-py3-none-any.whl", hash = "sha256:98f1ec44fb675f5052cccc8e609c46ed23a35a1cfd18545ad4e29002d858a43f"},
     {file = "propcache-0.3.2.tar.gz", hash = "sha256:20d7d62e4e7ef05f221e0db2856b979540686342e7dd9973b815599c7057e168"},
 ]
-markers = {main = "python_version <= \"3.13\" and (extra == \"crewai\" or extra == \"all\")"}
 
 [[package]]
 name = "protobuf"
@@ -3983,7 +3983,7 @@ files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
 ]
-markers = {main = "(python_version <= \"3.13\" or extra == \"langchain\" or extra == \"all\" or extra == \"openai\" or extra == \"crewai\") and (platform_python_implementation != \"PyPy\" or extra == \"langchain\" or extra == \"all\") and (platform_python_implementation == \"PyPy\" or python_version <= \"3.13\" or extra == \"openai\" or extra == \"all\" or extra == \"crewai\") and implementation_name != \"PyPy\" and (platform_python_implementation == \"PyPy\" or extra == \"crewai\" or extra == \"all\" or extra == \"openai\") and (extra == \"langchain\" or extra == \"all\" or extra == \"crewai\" or extra == \"openai\")", test = "platform_python_implementation == \"PyPy\" and implementation_name != \"PyPy\""}
+markers = {main = "(python_version <= \"3.13\" or extra == \"langchain\" or extra == \"all\" or extra == \"openai\" or extra == \"crewai\") and (platform_python_implementation != \"PyPy\" or extra == \"langchain\" or extra == \"all\") and implementation_name != \"PyPy\" and (extra == \"langchain\" or extra == \"all\" or extra == \"crewai\" or extra == \"openai\") and (platform_python_implementation == \"PyPy\" or python_version <= \"3.13\" or extra == \"openai\" or extra == \"all\" or extra == \"crewai\") and (platform_python_implementation == \"PyPy\" or extra == \"crewai\" or extra == \"all\" or extra == \"openai\")", test = "platform_python_implementation == \"PyPy\" and implementation_name != \"PyPy\""}
 
 [[package]]
 name = "pydantic"
@@ -5012,7 +5012,7 @@ description = "C version of reader, parser and emitter for ruamel.yaml derived f
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
-markers = "python_version < \"3.14\" and platform_python_implementation == \"CPython\""
+markers = "platform_python_implementation == \"CPython\" and python_version < \"3.14\""
 files = [
     {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-macosx_13_0_arm64.whl", hash = "sha256:11f891336688faf5156a36293a9c362bdc7c88f03a8a027c2c1d8e0bcde998e5"},
     {file = "ruamel.yaml.clib-0.2.12-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:a606ef75a60ecf3d924613892cc603b154178ee25abb3055db5062da811fd969"},
@@ -5517,22 +5517,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 rich = ">=13.8.0"
 shellingham = ">=1.3.0"
 
-[[package]]
-name = "types-requests"
-version = "2.31.0.6"
-description = "Typing stubs for requests"
-optional = true
-python-versions = ">=3.7"
-groups = ["main"]
-markers = "platform_python_implementation == \"PyPy\" and (extra == \"openai\" or extra == \"all\")"
-files = [
-    {file = "types-requests-2.31.0.6.tar.gz", hash = "sha256:cd74ce3b53c461f1228a9b783929ac73a666658f223e28ed29753771477b3bd0"},
-    {file = "types_requests-2.31.0.6-py3-none-any.whl", hash = "sha256:a2db9cb228a81da8348b49ad6db3f5519452dd20a9c1e1a868c83c5fe88fd1a9"},
-]
-
-[package.dependencies]
-types-urllib3 = "*"
-
 [[package]]
 name = "types-requests"
 version = "2.32.4.20250809"
@@ -5540,7 +5524,7 @@ description = "Typing stubs for requests"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\" and (extra == \"openai\" or extra == \"all\")"
+markers = "extra == \"openai\" or extra == \"all\""
 files = [
     {file = "types_requests-2.32.4.20250809-py3-none-any.whl", hash = "sha256:f73d1832fb519ece02c85b1f09d5f0dd3108938e7d47e7f94bbfa18a6782b163"},
     {file = "types_requests-2.32.4.20250809.tar.gz", hash = "sha256:d8060de1c8ee599311f56ff58010fb4902f462a1470802cf9f6ed27bc46c4df3"},
@@ -5549,19 +5533,6 @@ files = [
 [package.dependencies]
 urllib3 = ">=2"
 
-[[package]]
-name = "types-urllib3"
-version = "1.26.25.14"
-description = "Typing stubs for urllib3"
-optional = true
-python-versions = "*"
-groups = ["main"]
-markers = "platform_python_implementation == \"PyPy\" and (extra == \"openai\" or extra == \"all\")"
-files = [
-    {file = "types-urllib3-1.26.25.14.tar.gz", hash = "sha256:229b7f577c951b8c1b92c1bc2b2fdb0b49847bd2af6d1cc2a2e3dd340f3bda8f"},
-    {file = "types_urllib3-1.26.25.14-py3-none-any.whl", hash = "sha256:9683bbb7fb72e32bfe9d2be6e04875fbe1b3eeec3cbb4ea231435aa7fd6b4f0e"},
-]
-
 [[package]]
 name = "typing-extensions"
 version = "4.14.1"
@@ -5589,24 +5560,6 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.12.0"
 
-[[package]]
-name = "urllib3"
-version = "1.26.20"
-description = "HTTP library with thread-safe connection pooling, file post, and more."
-optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
-groups = ["main", "test"]
-markers = "platform_python_implementation == \"PyPy\""
-files = [
-    {file = "urllib3-1.26.20-py2.py3-none-any.whl", hash = "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e"},
-    {file = "urllib3-1.26.20.tar.gz", hash = "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"},
-]
-
-[package.extras]
-brotli = ["brotli (==1.0.9) ; os_name != \"nt\" and python_version < \"3\" and platform_python_implementation == \"CPython\"", "brotli (>=1.0.9) ; python_version >= \"3\" and platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; (os_name != \"nt\" or python_version >= \"3\") and platform_python_implementation != \"CPython\"", "brotlipy (>=0.6.0) ; os_name == \"nt\" and python_version < \"3\""]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress ; python_version == \"2.7\"", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
-socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
-
 [[package]]
 name = "urllib3"
 version = "2.7.0"
@@ -5614,7 +5567,6 @@ description = "HTTP library with thread-safe connection pooling, file post, and
 optional = false
 python-versions = ">=3.10"
 groups = ["main", "test"]
-markers = "platform_python_implementation != \"PyPy\""
 files = [
     {file = "urllib3-2.7.0-py3-none-any.whl", hash = "sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897"},
     {file = "urllib3-2.7.0.tar.gz", hash = "sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c"},
@@ -5771,27 +5723,23 @@ test = ["aiohttp (>=3.10.5)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil",
 
 [[package]]
 name = "vcrpy"
-version = "7.0.0"
+version = "8.3.0"
 description = "Automatically mock your HTTP interactions to simplify and speed up testing"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["test"]
 files = [
-    {file = "vcrpy-7.0.0-py2.py3-none-any.whl", hash = "sha256:55791e26c18daa363435054d8b35bd41a4ac441b6676167635d1b37a71dbe124"},
-    {file = "vcrpy-7.0.0.tar.gz", hash = "sha256:176391ad0425edde1680c5b20738ea3dc7fb942520a48d2993448050986b3a50"},
+    {file = "vcrpy-8.3.0-py3-none-any.whl", hash = "sha256:bd66e6143746778157f00e2a922527a8d96b2fdc350be8988a45a29c843815b9"},
+    {file = "vcrpy-8.3.0.tar.gz", hash = "sha256:46d64e77e8d95e5c76c7d9a94ff05d8b38b2ae4e1d4869eb0235024b6fcb5212"},
 ]
 
 [package.dependencies]
 PyYAML = "*"
-urllib3 = [
-    {version = "*", markers = "platform_python_implementation != \"PyPy\" and python_version >= \"3.10\""},
-    {version = "<2", markers = "platform_python_implementation == \"PyPy\""},
-]
 wrapt = "*"
-yarl = "*"
 
 [package.extras]
-tests = ["Werkzeug (==2.0.3)", "aiohttp", "boto3", "httplib2", "httpx", "pytest", "pytest-aiohttp", "pytest-asyncio", "pytest-cov", "pytest-httpbin", "requests (>=2.22.0)", "tornado", "urllib3"]
+tests = ["aiohttp", "boto3", "cryptography", "httpbin (>=0.10.3)", "httplib2", "httpx", "httpx-curl-cffi", "httpx2", "pycurl ; platform_python_implementation != \"PyPy\"", "pyreqwest ; python_version >= \"3.11\"", "pytest", "pytest-aiohttp", "pytest-asyncio", "pytest-cov", "pytest-httpbin", "requests (>=2.22.0)", "tornado", "urllib3"]
+tests-niquests = ["httpbin (>=0.10.3)", "niquests", "pytest", "pytest-aiohttp", "pytest-asyncio", "pytest-cov", "pytest-httpbin"]
 
 [[package]]
 name = "virtualenv"
@@ -6290,9 +6238,10 @@ markers = {main = "extra == \"langchain\" or extra == \"all\""}
 name = "yarl"
 version = "1.20.1"
 description = "Yet another URL library"
-optional = false
+optional = true
 python-versions = ">=3.9"
-groups = ["main", "test"]
+groups = ["main"]
+markers = "python_version <= \"3.13\" and (extra == \"crewai\" or extra == \"all\")"
 files = [
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4"},
     {file = "yarl-1.20.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2c7b34d804b8cf9b214f05015c4fee2ebe7ed05cf581e7192c06555c71f4446a"},
@@ -6399,7 +6348,6 @@ files = [
     {file = "yarl-1.20.1-py3-none-any.whl", hash = "sha256:83b8eb083fe4683c6115795d9fc1cfaf2cbbefb19b3a1cb68f6527460f483a77"},
     {file = "yarl-1.20.1.tar.gz", hash = "sha256:d017a4997ee50c91fd5466cef416231bb82177b93b029906cefc542ce14c35ac"},
 ]
-markers = {main = "python_version <= \"3.13\" and (extra == \"crewai\" or extra == \"all\")"}
 
 [package.dependencies]
 idna = ">=2.0"
@@ -6562,8 +6510,8 @@ cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\
 cffi = ["cffi (>=1.11)"]
 
 [extras]
-all = ["crewai", "langchain", "langchain-core", "langsmith", "litellm", "mcp", "openai", "openai-agents", "packaging", "pdfminer-six", "starlette"]
-crewai = ["crewai", "litellm", "mcp", "pdfminer-six"]
+all = ["aiohttp", "crewai", "langchain", "langchain-core", "langsmith", "litellm", "mcp", "openai", "openai-agents", "packaging", "pdfminer-six", "starlette"]
+crewai = ["aiohttp", "crewai", "litellm", "mcp", "pdfminer-six"]
 langchain = ["langchain", "langchain-core", "langsmith"]
 middleware = ["starlette"]
 openai = ["mcp", "openai", "openai-agents", "packaging"]
@@ -6571,4 +6519,4 @@ openai = ["mcp", "openai", "openai-agents", "packaging"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.11,<3.15"
-content-hash = "5f720de64663d76dbccd80c7bc4dbd993b25057092744b93b16adf2868598ff4"
+content-hash = "06bff0982dad5c67cebbac6bdbaa4393b4f642214985b6550b61e7547adfa9fd"
diff --git a/pyproject.toml b/pyproject.toml
index afdf3cc6..f620fc9e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -28,14 +28,15 @@ packages = [
 [project.optional-dependencies]
 langchain = ["langchain-core", "langchain", "langsmith (>=0.8.0)"]
 openai = ["openai (>=2.8.0,<3.0.0)", "packaging (>=24.2,<25.0)", "openai-agents (>=0.4.0,<1.0.0)", "mcp (>=1.27.2,<2)"]
-crewai = ["crewai (>=0.152.0,<2.0.0); python_version < '3.14'", "litellm (>=1.83.14,<2.0.0); python_version < '3.14'", "mcp (>=1.27.2,<2)", "pdfminer-six (>=20251107)"]
+crewai = ["crewai (>=0.152.0,<2.0.0); python_version < '3.14'", "litellm (>=1.83.14,<2.0.0); python_version < '3.14'", "aiohttp (>=3.14.1,<4); python_version < '3.14'", "mcp (>=1.27.2,<2)", "pdfminer-six (>=20251107)"]
 middleware = ["starlette"]
-all = ["langchain-core", "langchain", "langsmith (>=0.8.0)", "openai (>=2.8.0,<3.0.0)", "packaging (>=24.2,<25.0)", "openai-agents (>=0.4.0,<1.0.0)", "crewai (>=0.152.0,<2.0.0); python_version < '3.14'", "starlette", "litellm (>=1.83.14,<2.0.0); python_version < '3.14'", "mcp (>=1.27.2,<2)", "pdfminer-six (>=20251107)"]
+all = ["langchain-core", "langchain", "langsmith (>=0.8.0)", "openai (>=2.8.0,<3.0.0)", "packaging (>=24.2,<25.0)", "openai-agents (>=0.4.0,<1.0.0)", "crewai (>=0.152.0,<2.0.0); python_version < '3.14'", "starlette", "litellm (>=1.83.14,<2.0.0); python_version < '3.14'", "aiohttp (>=3.14.1,<4); python_version < '3.14'", "mcp (>=1.27.2,<2)", "pdfminer-six (>=20251107)"]
 
 
 
 [tool.poetry.dependencies]
 python = "^3.11,<3.15"
+aiohttp = { version = ">=3.14.1,<4", optional = true, python = ">=3.11,<3.14" }
 pydantic = "^2.11.9"
 pyjwt = ">=2.13.0,<3.0.0"
 wrapt = "^1.14"
@@ -79,7 +80,7 @@ pytest-timeout = "^2.3"
 langchain-core = ">=1.3.3"
 langsmith = ">=0.8.0"
 pytest-sugar = "^1.0.0"
-vcrpy = "^7.0.0"
+vcrpy = "^8.3.0"
 time-machine = "^2.17.0"  # freezegun causes problems with pydantic model validations
 
 [tool.poetry.group.dev.dependencies]
@@ -99,7 +100,8 @@ pytest-timeout = "^2.4.0"
 testpaths = ["tests"]
 pythonpath = ["./src/"]
 # Note: Some env vars are also set in conftest.py for pytest-xdist compatibility
-# on Python 3.14+. This section remains for documentation and older Python support.
+# on Python 3.14+. This section remains for documentation; conftest.py is the
+# authoritative source for pytest-xdist workers.
 env = [
     "SPLUNK_AO_CONSOLE_URL=http://fake.test:8088",
     "SPLUNK_AO_API_KEY=api-1234567890",