diff --git a/poetry.lock b/poetry.lock
index 50f2518..9a5573c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.3.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
 
 [[package]]
 name = "aiosqlite"
@@ -858,6 +858,34 @@ files = [
     {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
 ]
 
+[[package]]
+name = "h2"
+version = "4.3.0"
+description = "Pure-Python HTTP/2 protocol implementation"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "h2-4.3.0-py3-none-any.whl", hash = "sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd"},
+    {file = "h2-4.3.0.tar.gz", hash = "sha256:6c59efe4323fa18b47a632221a1888bd7fde6249819beda254aeca909f221bf1"},
+]
+
+[package.dependencies]
+hpack = ">=4.1,<5"
+hyperframe = ">=6.1,<7"
+
+[[package]]
+name = "hpack"
+version = "4.1.0"
+description = "Pure-Python HPACK header encoding"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "hpack-4.1.0-py3-none-any.whl", hash = "sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496"},
+    {file = "hpack-4.1.0.tar.gz", hash = "sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca"},
+]
+
 [[package]]
 name = "httpcore"
 version = "1.0.9"
@@ -955,6 +983,7 @@ files = [
 [package.dependencies]
 anyio = "*"
 certifi = "*"
+h2 = {version = ">=3,<5", optional = true, markers = "extra == \"http2\""}
 httpcore = "==1.*"
 idna = "*"
 sniffio = "*"
@@ -966,6 +995,18 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[[package]]
+name = "hyperframe"
+version = "6.1.0"
+description = "Pure-Python HTTP/2 framing"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5"},
+    {file = "hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08"},
+]
+
 [[package]]
 name = "identify"
 version = "2.6.19"
@@ -1641,6 +1682,69 @@ files = [
     {file = "mkdocs_material_extensions-1.3.1.tar.gz", hash = "sha256:10c9511cea88f568257f960358a467d12b970e1f7b2c0e5fb2bb48cab1928443"},
 ]
 
+[[package]]
+name = "msgspec"
+version = "0.21.1"
+description = "A fast serialization and validation library, with builtin support for JSON, MessagePack, YAML, and TOML."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
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+]
+
+[package.extras]
+toml = ["tomli ; python_version < \"3.11\"", "tomli_w"]
+yaml = ["pyyaml"]
+
 [[package]]
 name = "mypy"
 version = "2.1.0"
@@ -1764,6 +1868,90 @@ datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 realtime = ["websockets (>=13,<16)"]
 voice-helpers = ["numpy (>=2.0.2)", "sounddevice (>=0.5.1)"]
 
+[[package]]
+name = "orjson"
+version = "3.11.9"
+description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
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+    {file = "orjson-3.11.9.tar.gz", hash = "sha256:4fef17e1f8722c11587a6ef18e35902450221da0028e65dbaaa543619e68e48f"},
+]
+
 [[package]]
 name = "packaging"
 version = "26.2"
@@ -1956,54 +2144,30 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "pinecone"
-version = "5.4.2"
-description = "Pinecone client and SDK"
+version = "9.1.0"
+description = "Pinecone Python SDK"
 optional = false
-python-versions = "<4.0,>=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "pinecone-5.4.2-py3-none-any.whl", hash = "sha256:1fad082c66a50a229b58cda0c3a1fa0083532dc9de8303015fe4071cb25c19a8"},
-    {file = "pinecone-5.4.2.tar.gz", hash = "sha256:23e8aaa73b400bb11a3b626c4129284fb170f19025b82f65bd89cbb0dab2b873"},
+    {file = "pinecone-9.1.0-cp310-abi3-macosx_10_12_x86_64.whl", hash = "sha256:d3871bd3f39cb430ae8470158dc9c5dcffbac5ae31d144d9a7c3b351ac51755f"},
+    {file = "pinecone-9.1.0-cp310-abi3-macosx_11_0_arm64.whl", hash = "sha256:e930ba819f5b7e20aac688d04c840a8b6fbc6d12630d71303bb2130881a9d169"},
+    {file = "pinecone-9.1.0-cp310-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:461632bb07919da32b943100b8a047c74be53a6aa15c8b7679bff7a0f834c939"},
+    {file = "pinecone-9.1.0-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc71ec431108de2df1a1978d3a24ac16f74ba3d8f3265c3760f969386e8742b8"},
+    {file = "pinecone-9.1.0-cp310-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:fe6aeaf6515e9021984755ebc162f643c79d98056059aab2e765962a7538818c"},
+    {file = "pinecone-9.1.0-cp310-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:6c3a6dfa577dc11aed3197e1b221e65522603e9e1f6bd27a1b504a0909b3559f"},
+    {file = "pinecone-9.1.0-cp310-abi3-win_amd64.whl", hash = "sha256:ffae8fb7cbb4056b920586629f15b08107350be4802a5637d10b31e2ad841f9c"},
+    {file = "pinecone-9.1.0.tar.gz", hash = "sha256:d53fe6f4978ab0642eb2d3a0ee3b2576ccfeebaa11e0690b18e67dac4e057047"},
 ]
 
 [package.dependencies]
-certifi = ">=2019.11.17"
-pinecone-plugin-inference = ">=2.0.0,<4.0.0"
-pinecone-plugin-interface = ">=0.0.7,<0.0.8"
-python-dateutil = ">=2.5.3"
-tqdm = ">=4.64.1"
-typing-extensions = ">=3.7.4"
-urllib3 = {version = ">=1.26.5", markers = "python_version >= \"3.12\" and python_version < \"4.0\""}
+httpx = {version = ">=0.27,<1.0", extras = ["http2"]}
+msgspec = "*"
+orjson = "*"
 
 [package.extras]
-grpc = ["googleapis-common-protos (>=1.53.0)", "grpcio (>=1.44.0) ; python_version >= \"3.8\" and python_version < \"3.11\"", "grpcio (>=1.59.0) ; python_version >= \"3.11\" and python_version < \"4.0\"", "lz4 (>=3.1.3)", "protobuf (>=4.25,<5.0)", "protoc-gen-openapiv2 (>=0.0.1,<0.0.2)"]
-
-[[package]]
-name = "pinecone-plugin-inference"
-version = "3.1.0"
-description = "Embeddings plugin for Pinecone SDK"
-optional = false
-python-versions = "<4.0,>=3.8"
-groups = ["main"]
-files = [
-    {file = "pinecone_plugin_inference-3.1.0-py3-none-any.whl", hash = "sha256:96e861527bd41e90d58b7e76abd4e713d9af28f63e76a51864dfb9cf7180e3df"},
-    {file = "pinecone_plugin_inference-3.1.0.tar.gz", hash = "sha256:eff826178e1fe448577be2ff3d8dbb072befbbdc2d888e214624523a1c37cd8d"},
-]
-
-[package.dependencies]
-pinecone-plugin-interface = ">=0.0.7,<0.0.8"
-
-[[package]]
-name = "pinecone-plugin-interface"
-version = "0.0.7"
-description = "Plugin interface for the Pinecone python client"
-optional = false
-python-versions = "<4.0,>=3.8"
-groups = ["main"]
-files = [
-    {file = "pinecone_plugin_interface-0.0.7-py3-none-any.whl", hash = "sha256:875857ad9c9fc8bbc074dbe780d187a2afd21f5bfe0f3b08601924a61ef1bba8"},
-    {file = "pinecone_plugin_interface-0.0.7.tar.gz", hash = "sha256:b8e6675e41847333aa13923cc44daa3f85676d7157324682dc1640588a982846"},
-]
+dev = ["mypy", "pytest", "pytest-asyncio", "pytest-timeout", "respx", "ruff"]
+docs = ["furo", "myst-parser (>=4.0)", "sphinx (>=8.0)", "sphinx-copybutton", "sphinx-tabs"]
 
 [[package]]
 name = "platformdirs"
@@ -2415,7 +2579,7 @@ 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"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
@@ -2706,7 +2870,7 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
@@ -3449,4 +3613,4 @@ dev = ["pytest", "setuptools"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "644aa8b88483b4ac90af7dc200338fe5c477c8ef9cc8dadcd6e838ea661a5d46"
+content-hash = "de8eab5e9e79b5fae5775ac05005a20d1d49aeef1763a0eb38414c33e116dbe1"
diff --git a/pyproject.toml b/pyproject.toml
index 2e6e5eb..634b3bd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -11,7 +11,7 @@ python = "^3.13"
 fastapi = ">=0.115.14"
 uvicorn = {extras = ["standard"], version = "^0.32.0"}
 openai = ">=1.50,<3.0"
-pinecone = "^5.3.0"
+pinecone = ">=5.3,<10.0"
 pydantic-settings = "^2.5.0"
 
 structlog = "^24.4.0"