From e754b7370e0c9f6f9db1091bc7e2bc05e1f8c039 Mon Sep 17 00:00:00 2001
From: Stuart Corbishley <corbish@gmail.com>
Date: Mon, 8 Jun 2026 11:44:33 +0200
Subject: [PATCH 1/5] chore(deps): upgrade pinecone 7 + aiohttp 3.14 to close
 transitive HTTP CVEs

Bump langchain-pinecone 0.2.2 -> ^0.2.13 and pinecone SDK 5.4.2 -> 7.3.0,
which drops langchain-pinecone's aiohttp<3.11 cap and lets aiohttp advance
3.10.11 -> 3.14.1 (the security target). Closes 21 aiohttp Dependabot alerts.

No source changes required: the pinecone APIs in use (Pinecone(api_key=),
.Index(), list_indexes(), ServerlessSpec) are stable across v5->v7 and both
create_index() call sites already use keyword args. langchain-core held at
0.3.x (its 1.x migration is a separate PR). Lock also sheds unused test-only
transitive deps (pytest-asyncio/-socket/-benchmark, vcrpy, langchain-tests)
that were free-riding via the old pinecone pin.
---
 poetry.lock    | 763 +++++++++++++++++--------------------------------
 pyproject.toml |   2 +-
 2 files changed, 263 insertions(+), 502 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 265142b6..3a08447c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -14,115 +14,160 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.10.11"
+version = "3.14.1"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main"]
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 [package.dependencies]
-aiohappyeyeballs = ">=2.3.0"
-aiosignal = ">=1.1.2"
+aiohappyeyeballs = ">=2.5.0"
+aiosignal = ">=1.4.0"
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.12.0,<2.0"
+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 (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "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"
+version = "2.9.1"
+description = "Simple retry client for aiohttp"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
+aiohttp = "*"
 
 [[package]]
 name = "aiosignal"
@@ -235,103 +280,6 @@ files = [
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 ]
 
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-]
-
-[package.dependencies]
-pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
-
 [[package]]
 name = "charset-normalizer"
 version = "3.4.7"
@@ -1163,47 +1111,24 @@ tiktoken = ">=0.7.0,<1.0.0"
 
 [[package]]
 name = "langchain-pinecone"
-version = "0.2.2"
+version = "0.2.13"
 description = "An integration package connecting Pinecone and LangChain"
 optional = false
-python-versions = "<3.13,>=3.9"
-groups = ["main"]
-files = [
-    {file = "langchain_pinecone-0.2.2-py3-none-any.whl", hash = "sha256:3697455bbf0dc916f82bc4b31c8c1540eda45a4265ed7e108464a1992036c2ea"},
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-]
-
-[package.dependencies]
-aiohttp = ">=3.10,<3.11"
-langchain-core = ">=0.3.29,<0.4.0"
-langchain-tests = ">=0.3.7,<0.4.0"
-numpy = ">=1.26.0,<2.0.0"
-pinecone = ">=5.4.0,<6.0.0"
-
-[[package]]
-name = "langchain-tests"
-version = "0.3.22"
-description = "Standard tests for LangChain implementations"
-optional = false
-python-versions = "<4.0.0,>=3.9.0"
+python-versions = "<3.14,>=3.9"
 groups = ["main"]
 files = [
-    {file = "langchain_tests-0.3.22-py3-none-any.whl", hash = "sha256:b38173666236740343432ca1619fc7f742657649ff9e237ac89db5be921ee819"},
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+    {file = "langchain_pinecone-0.2.13.tar.gz", hash = "sha256:294a6da7e1a81d5805060e37639d3e4fb72cb239d651a34a4d1f81ba096f473a"},
 ]
 
 [package.dependencies]
-httpx = ">=0.28.1,<1.0.0"
-langchain-core = ">=0.3.77,<2.0.0"
-numpy = {version = ">=1.26.2", markers = "python_version < \"3.13\""}
-pytest = ">=7.0.0,<9.0.0"
-pytest-asyncio = ">=0.20.0,<2.0.0"
-pytest-benchmark = "*"
-pytest-codspeed = "*"
-pytest-recording = "*"
-pytest-socket = ">=0.7.0,<1.0.0"
-syrupy = ">=4.0.0,<5.0.0"
-vcrpy = ">=7.0.0,<8.0.0"
+httpx = ">=0.28.0"
+langchain-core = ">=0.3.34,<2.0.0"
+langchain-openai = ">=0.3.11"
+numpy = ">=1.26.4,<2.0.2 || >2.0.2"
+pinecone = {version = ">=6.0.0,<8.0.0", extras = ["asyncio"]}
+pydantic = ">=2.11.1"
+simsimd = ">=5.9.11"
 
 [[package]]
 name = "langchain-text-splitters"
@@ -1276,30 +1201,6 @@ sandbox = ["websockets (>=15.0)"]
 strands-agents = ["opentelemetry-api (>=1.30.0)", "opentelemetry-exporter-otlp-proto-http (>=1.30.0)", "opentelemetry-sdk (>=1.30.0)", "strands-agents (>=0.1.0)", "strands-agents-tools (>=0.2.0)"]
 vcr = ["vcrpy (>=7.0.0)"]
 
-[[package]]
-name = "markdown-it-py"
-version = "4.0.0"
-description = "Python port of markdown-it. Markdown parsing, done right!"
-optional = false
-python-versions = ">=3.10"
-groups = ["main"]
-files = [
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-    {file = "markdown_it_py-4.0.0.tar.gz", hash = "sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3"},
-]
-
-[package.dependencies]
-mdurl = ">=0.1,<1.0"
-
-[package.extras]
-benchmarking = ["psutil", "pytest", "pytest-benchmark"]
-compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "markdown-it-pyrs", "mistletoe (>=1.0,<2.0)", "mistune (>=3.0,<4.0)", "panflute (>=2.3,<3.0)"]
-linkify = ["linkify-it-py (>=1,<3)"]
-plugins = ["mdit-py-plugins (>=0.5.0)"]
-profiling = ["gprof2dot"]
-rtd = ["ipykernel", "jupyter_sphinx", "mdit-py-plugins (>=0.5.0)", "myst-parser", "pyyaml", "sphinx", "sphinx-book-theme (>=1.0,<2.0)", "sphinx-copybutton", "sphinx-design"]
-testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions", "requests"]
-
 [[package]]
 name = "marshmallow"
 version = "3.26.2"
@@ -1320,18 +1221,6 @@ dev = ["marshmallow[tests]", "pre-commit (>=3.5,<5.0)", "tox"]
 docs = ["autodocsumm (==0.2.14)", "furo (==2024.8.6)", "sphinx (==8.1.3)", "sphinx-copybutton (==0.5.2)", "sphinx-issues (==5.0.0)", "sphinxext-opengraph (==0.9.1)"]
 tests = ["pytest", "simplejson"]
 
-[[package]]
-name = "mdurl"
-version = "0.1.2"
-description = "Markdown URL utilities"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
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-    {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
-]
-
 [[package]]
 name = "multidict"
 version = "6.7.1"
@@ -1862,54 +1751,57 @@ files = [
 
 [[package]]
 name = "packaging"
-version = "25.0"
+version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
-    {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
-    {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
+    {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
+    {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
 ]
 
 [[package]]
 name = "pinecone"
-version = "5.4.2"
+version = "7.3.0"
 description = "Pinecone client and SDK"
 optional = false
-python-versions = "<4.0,>=3.8"
+python-versions = "<4.0,>=3.9"
 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-7.3.0-py3-none-any.whl", hash = "sha256:315b8fef20320bef723ecbb695dec0aafa75d8434d86e01e5a0e85933e1009a8"},
+    {file = "pinecone-7.3.0.tar.gz", hash = "sha256:307edc155621d487c20dc71b76c3ad5d6f799569ba42064190d03917954f9a7b"},
 ]
 
 [package.dependencies]
+aiohttp = {version = ">=3.9.0", optional = true, markers = "extra == \"asyncio\""}
+aiohttp-retry = {version = ">=2.9.1,<3.0.0", optional = true, markers = "extra == \"asyncio\""}
 certifi = ">=2019.11.17"
-pinecone-plugin-inference = ">=2.0.0,<4.0.0"
+pinecone-plugin-assistant = ">=1.6.0,<2.0.0"
 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 = ">=1.26.0", markers = "python_version >= \"3.8\" and python_version < \"3.12\""}
 
 [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)"]
+asyncio = ["aiohttp (>=3.9.0)", "aiohttp-retry (>=2.9.1,<3.0.0)"]
+grpc = ["googleapis-common-protos (>=1.66.0)", "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\"", "grpcio (>=1.68.0) ; python_version >= \"3.13\" and python_version < \"4.0\"", "lz4 (>=3.1.3)", "protobuf (>=5.29,<6.0)", "protoc-gen-openapiv2 (>=0.0.1,<0.0.2)"]
 
 [[package]]
-name = "pinecone-plugin-inference"
-version = "3.1.0"
-description = "Embeddings plugin for Pinecone SDK"
+name = "pinecone-plugin-assistant"
+version = "1.8.0"
+description = "Assistant plugin for Pinecone SDK"
 optional = false
-python-versions = "<4.0,>=3.8"
+python-versions = "<4.0,>=3.9"
 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"},
+    {file = "pinecone_plugin_assistant-1.8.0-py3-none-any.whl", hash = "sha256:71ae42c3b4478d23138cbc4fe3505db561319a826f5aff4ef2e306a25ac56686"},
+    {file = "pinecone_plugin_assistant-1.8.0.tar.gz", hash = "sha256:8e8682cff30f9bae9243b384021aba71c91f4e6ef1650e9d63ee64aab83cba87"},
 ]
 
 [package.dependencies]
-pinecone-plugin-interface = ">=0.0.7,<0.0.8"
+packaging = ">=24.2,<25.0"
+requests = ">=2.32.3,<3.0.0"
 
 [[package]]
 name = "pinecone-plugin-interface"
@@ -2168,31 +2060,6 @@ files = [
     {file = "psycopg2_binary-2.9.12.tar.gz", hash = "sha256:5ac9444edc768c02a6b6a591f070b8aae28ff3a99be57560ac996001580f294c"},
 ]
 
-[[package]]
-name = "py-cpuinfo"
-version = "9.0.0"
-description = "Get CPU info with pure Python"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "py-cpuinfo-9.0.0.tar.gz", hash = "sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690"},
-    {file = "py_cpuinfo-9.0.0-py3-none-any.whl", hash = "sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5"},
-]
-
-[[package]]
-name = "pycparser"
-version = "3.0"
-description = "C parser in Python"
-optional = false
-python-versions = ">=3.10"
-groups = ["main"]
-markers = "implementation_name != \"PyPy\""
-files = [
-    {file = "pycparser-3.0-py3-none-any.whl", hash = "sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992"},
-    {file = "pycparser-3.0.tar.gz", hash = "sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29"},
-]
-
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+    {file = "simsimd-6.5.16-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:56e5146a3fa0d4b2a037a5576cc7ff5c4af23f7b86d2ff2ae2010395f836afe2"},
+    {file = "simsimd-6.5.16-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:ffc9dfb3e6d5b2400344f6215ea8290f19c81f954a2b1800a3675f3f714e68e7"},
+    {file = "simsimd-6.5.16-cp39-cp39-win_amd64.whl", hash = "sha256:84737a28d8f2e33dea323fc66b4542c4d5f2917d6be00659e2f625ed79228adc"},
+    {file = "simsimd-6.5.16-cp39-cp39-win_arm64.whl", hash = "sha256:c8dbf62ae456482123a241bbadfbb8457930c493f02fe60cc4816acf7a9518da"},
+    {file = "simsimd-6.5.16.tar.gz", hash = "sha256:0a005c6e2dacec83f235a747f7dbecca46b5d4d1e183ecc1929ca556ee7d7564"},
+]
+
 [[package]]
 name = "six"
 version = "1.17.0"
@@ -3037,21 +2856,6 @@ postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
 pymysql = ["pymysql"]
 sqlcipher = ["sqlcipher3_binary"]
 
-[[package]]
-name = "syrupy"
-version = "4.9.1"
-description = "Pytest Snapshot Test Utility"
-optional = false
-python-versions = ">=3.8.1"
-groups = ["main"]
-files = [
-    {file = "syrupy-4.9.1-py3-none-any.whl", hash = "sha256:b94cc12ed0e5e75b448255430af642516842a2374a46936dd2650cfb6dd20eda"},
-    {file = "syrupy-4.9.1.tar.gz", hash = "sha256:b7d0fcadad80a7d2f6c4c71917918e8ebe2483e8c703dfc8d49cdbb01081f9a4"},
-]
-
-[package.dependencies]
-pytest = ">=7.0.0,<9.0.0"
-
 [[package]]
 name = "tenacity"
 version = "9.1.4"
@@ -3207,24 +3011,6 @@ 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"]
-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 = "2.6.3"
@@ -3232,7 +3018,6 @@ description = "HTTP library with thread-safe connection pooling, file post, and
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\""
 files = [
     {file = "urllib3-2.6.3-py3-none-any.whl", hash = "sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4"},
     {file = "urllib3-2.6.3.tar.gz", hash = "sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed"},
@@ -3276,30 +3061,6 @@ files = [
     {file = "uuid_utils-0.14.1.tar.gz", hash = "sha256:9bfc95f64af80ccf129c604fb6b8ca66c6f256451e32bc4570f760e4309c9b69"},
 ]
 
-[[package]]
-name = "vcrpy"
-version = "7.0.0"
-description = "Automatically mock your HTTP interactions to simplify and speed up testing"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "vcrpy-7.0.0-py2.py3-none-any.whl", hash = "sha256:55791e26c18daa363435054d8b35bd41a4ac441b6676167635d1b37a71dbe124"},
-    {file = "vcrpy-7.0.0.tar.gz", hash = "sha256:176391ad0425edde1680c5b20738ea3dc7fb942520a48d2993448050986b3a50"},
-]
-
-[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"]
-
 [[package]]
 name = "wrapt"
 version = "1.17.3"
@@ -3866,4 +3627,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = "3.11.*"
-content-hash = "9bffac1bb8197f88b94ac6ae30741abde39594c4ec965a1e4bfecfbc640aff86"
+content-hash = "c31d939d94b1810fc03055fe2e4bf91ebbac7a42702e3d5e79ba318a9cfee792"
diff --git a/pyproject.toml b/pyproject.toml
index 53ce1743..c6e34ae8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,7 +14,7 @@ openai = "^1.23.3"
 python-dotenv = "^1.2.2"
 anthropic = "^0.85.0"
 
-langchain-pinecone = "0.2.2"
+langchain-pinecone = "^0.2.13"
 langchain-community = "^0.3.27"
 langchain-openai = "^0.3.1"
 nltk = "^3.9.3"

From 104fb5907200395fc056b1c5bf8eff239d4b49a8 Mon Sep 17 00:00:00 2001
From: Stuart Corbishley <corbish@gmail.com>
Date: Mon, 8 Jun 2026 11:47:45 +0200
Subject: [PATCH 2/5] chore(deps): pytest 9 + urllib3 2.7 + dependabot config

Bump pytest 8.4.2 -> 9.0.3 and urllib3 2.6.3 -> 2.7.0; closes 7 Dependabot
alerts (urllib3 #32/#43/#44/#57/#99, pytest #91/#96). Add .github/dependabot.yml
(pip + github-actions, weekly, grouped minor/patch) so future updates arrive
as PRs rather than silent alerts.

Stacked on deps/pinecone-aiohttp. Only pytest and urllib3 changed in the lock;
pinecone/aiohttp/langchain held firm. Unit tests 9/9 green on pytest 9.
---
 .github/dependabot.yml | 24 ++++++++++++++++++++++++
 poetry.lock            | 22 +++++++++++-----------
 pyproject.toml         |  4 ++--
 3 files changed, 37 insertions(+), 13 deletions(-)
 create mode 100644 .github/dependabot.yml

diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 00000000..c09e9466
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,24 @@
+# Dependabot configuration
+# https://docs.github.com/en/code-security/dependabot/dependabot-version-updates/configuration-options-for-the-dependabot.yml-file
+
+version: 2
+
+updates:
+  # Python / Poetry dependencies
+  - package-ecosystem: "pip"
+    directory: "/"
+    schedule:
+      interval: "weekly"
+    open-pull-requests-limit: 10
+    # Group all minor and patch updates into a single PR to reduce noise
+    groups:
+      python-minor-patch:
+        update-types:
+          - "minor"
+          - "patch"
+
+  # GitHub Actions
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "weekly"
diff --git a/poetry.lock b/poetry.lock
index 3a08447c..60938e71 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2256,20 +2256,20 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pytest"
-version = "8.4.2"
+version = "9.0.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main", "dev"]
 files = [
-    {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
-    {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
+    {file = "pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9"},
+    {file = "pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c"},
 ]
 
 [package.dependencies]
 colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
-iniconfig = ">=1"
-packaging = ">=20"
+iniconfig = ">=1.0.1"
+packaging = ">=22"
 pluggy = ">=1.5,<2"
 pygments = ">=2.7.2"
 
@@ -3013,14 +3013,14 @@ typing-extensions = ">=4.12.0"
 
 [[package]]
 name = "urllib3"
-version = "2.6.3"
+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"]
 files = [
-    {file = "urllib3-2.6.3-py3-none-any.whl", hash = "sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4"},
-    {file = "urllib3-2.6.3.tar.gz", hash = "sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed"},
+    {file = "urllib3-2.7.0-py3-none-any.whl", hash = "sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897"},
+    {file = "urllib3-2.7.0.tar.gz", hash = "sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c"},
 ]
 
 [package.extras]
@@ -3627,4 +3627,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = "3.11.*"
-content-hash = "c31d939d94b1810fc03055fe2e4bf91ebbac7a42702e3d5e79ba318a9cfee792"
+content-hash = "c994dd5d488d069cef7bed00a5010d5e591ccaee0a0bd193b7003517c050e407"
diff --git a/pyproject.toml b/pyproject.toml
index c6e34ae8..c95fd616 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -18,7 +18,7 @@ langchain-pinecone = "^0.2.13"
 langchain-community = "^0.3.27"
 langchain-openai = "^0.3.1"
 nltk = "^3.9.3"
-pytest = "^8.4.1"
+pytest = "^9.0.3"
 sentry-sdk = "^2.35.0"
 psycopg2-binary = "^2.9.10"
 langfuse = "^4.0.1"
@@ -29,7 +29,7 @@ opentelemetry-instrumentation-threading = "0.61b0"
 optional = false
 
 [tool.poetry.group.dev.dependencies]
-pytest = "^8.3.4"
+pytest = "^9.0.3"
 ruff = "^0.15.10"
 
 [build-system]

From 090d4865288bb585353d18de2eb7ab3ef1df465e Mon Sep 17 00:00:00 2001
From: Stuart Corbishley <corbish@gmail.com>
Date: Mon, 8 Jun 2026 12:04:47 +0200
Subject: [PATCH 3/5] chore(deps): migrate to LangChain 1.x + openai SDK 2.x

Bump langchain-core 0.3.85->1.4.1, langchain-openai 0.3.35->1.2.2,
langchain-community 0.3.31->0.4.2, langchain-text-splitters 0.3.11->1.1.2,
and openai SDK 1.109.1->2.41.0. Closes Dependabot alerts #62/#76 (langchain-core),
#94/#97 (langchain-openai) and #93 (langchain-text-splitters) - all fixed only
on the 1.x line.

Sole code change: embeddings.py used the deprecated langchain_pinecone.Pinecone
alias (removed at 1.0) -> PineconeVectorStore. All other langchain/openai APIs in
use are stable across the bump (Document, similarity_search_with_score,
OpenAIEmbeddings, DataFrameLoader/JSONLoader, RecursiveCharacterTextSplitter,
OpenAI().models.list()). Stacked on deps/safe-bumps; pinecone/aiohttp/pytest/
urllib3 held firm. Unit 9/9; 8/10 import smokes pass (2 fail on a pre-existing
undeclared 'datasets' HuggingFace import, unrelated to this change).
---
 poetry.lock                       | 165 +++++++++++-------------------
 pyproject.toml                    |   8 +-
 services/embeddings/embeddings.py |   4 +-
 3 files changed, 65 insertions(+), 112 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 60938e71..dd0545bd 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -447,22 +447,6 @@ files = [
 ]
 markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"", dev = "sys_platform == \"win32\""}
 
-[[package]]
-name = "dataclasses-json"
-version = "0.6.7"
-description = "Easily serialize dataclasses to and from JSON."
-optional = false
-python-versions = "<4.0,>=3.7"
-groups = ["main"]
-files = [
-    {file = "dataclasses_json-0.6.7-py3-none-any.whl", hash = "sha256:0dbf33f26c8d5305befd61b39d2b3414e8a407bedc2834dea9b8d642666fb40a"},
-    {file = "dataclasses_json-0.6.7.tar.gz", hash = "sha256:b6b3e528266ea45b9535223bc53ca645f5208833c29229e847b3f26a1cc55fc0"},
-]
-
-[package.dependencies]
-marshmallow = ">=3.18.0,<4.0.0"
-typing-inspect = ">=0.4.0,<1"
-
 [[package]]
 name = "distro"
 version = "1.9.0"
@@ -1005,25 +989,25 @@ files = [
 ]
 
 [[package]]
-name = "langchain"
-version = "0.3.30"
+name = "langchain-classic"
+version = "1.0.7"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = "<4.0.0,>=3.9.0"
+python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain-0.3.30-py3-none-any.whl", hash = "sha256:37e6fcce92faf70cc7bac23739d13d6c3b9a3282da4dbcc06cb7e78330ed406a"},
-    {file = "langchain-0.3.30.tar.gz", hash = "sha256:06599ec90fb550e0118b0ceab737667d2c0891fcc62ffce2058d21c945844448"},
+    {file = "langchain_classic-1.0.7-py3-none-any.whl", hash = "sha256:d9d9be38f7aa534ed0259c2410432e34a1f80b1d491e686749bb55af56479be3"},
+    {file = "langchain_classic-1.0.7.tar.gz", hash = "sha256:debbec8065e69b95108d2652e8d5c44f4516e19aa8d716c02ed2211c3aee099d"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.85,<1.0.0"
-langchain-text-splitters = ">=0.3.9,<1.0.0"
+langchain-core = ">=1.3.3,<2.0.0"
+langchain-text-splitters = ">=1.1.2,<2.0.0"
 langsmith = ">=0.1.17,<1.0.0"
 pydantic = ">=2.7.4,<3.0.0"
-PyYAML = ">=5.3.0,<7.0.0"
+pyyaml = ">=5.3.0,<7.0.0"
 requests = ">=2.0.0,<3.0.0"
-SQLAlchemy = ">=1.4.0,<3.0.0"
+sqlalchemy = ">=1.4.0,<3.0.0"
 
 [package.extras]
 anthropic = ["langchain-anthropic"]
@@ -1046,67 +1030,67 @@ xai = ["langchain-xai"]
 
 [[package]]
 name = "langchain-community"
-version = "0.3.31"
+version = "0.4.2"
 description = "Community contributed LangChain integrations."
 optional = false
-python-versions = "<4.0.0,>=3.9.0"
+python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain_community-0.3.31-py3-none-any.whl", hash = "sha256:1c727e3ebbacd4d891b07bd440647668001cea3e39cbe732499ad655ec5cb569"},
-    {file = "langchain_community-0.3.31.tar.gz", hash = "sha256:250e4c1041539130f6d6ac6f9386cb018354eafccd917b01a4cff1950b80fd81"},
+    {file = "langchain_community-0.4.2-py3-none-any.whl", hash = "sha256:84dd8c5122532394d5b6849a5fc9995ef28e4f77227daeb09f24b3d942e9e466"},
+    {file = "langchain_community-0.4.2.tar.gz", hash = "sha256:a99308160d53d7e9b5965ee665e5173709914338210089fd5788ad724432c21e"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
-dataclasses-json = ">=0.6.7,<0.7.0"
 httpx-sse = ">=0.4.0,<1.0.0"
-langchain = ">=0.3.27,<2.0.0"
-langchain-core = ">=0.3.78,<2.0.0"
+langchain-classic = ">=1.0.7,<2.0.0"
+langchain-core = ">=1.4.0,<2.0.0"
 langsmith = ">=0.1.125,<1.0.0"
 numpy = {version = ">=1.26.2", markers = "python_version < \"3.13\""}
 pydantic-settings = ">=2.10.1,<3.0.0"
-PyYAML = ">=5.3.0,<7.0.0"
+pyyaml = ">=5.3.0,<7.0.0"
 requests = ">=2.32.5,<3.0.0"
-SQLAlchemy = ">=1.4.0,<3.0.0"
+sqlalchemy = ">=1.4.0,<3.0.0"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.3.85"
+version = "1.4.1"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = "<4.0.0,>=3.9.0"
+python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain_core-0.3.85-py3-none-any.whl", hash = "sha256:3ff7d8da9645cc8ff221d3db7fcccb9794ea4b84834b3714071459c254ed9061"},
-    {file = "langchain_core-0.3.85.tar.gz", hash = "sha256:9321142eb8f754045c02b914bc9a18b07a589e76423c3ac0e69c35e130826f0c"},
+    {file = "langchain_core-1.4.1-py3-none-any.whl", hash = "sha256:e5dee06e70c123cb98cb0158e4416efac1e386ff47a484901ccf88555e28eec6"},
+    {file = "langchain_core-1.4.1.tar.gz", hash = "sha256:8234eb8cd3200f690e278159b7d7cee5976381ec90ece7b48db8d8e8850ab37d"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33.0,<2.0.0"
+langchain-protocol = ">=0.0.14"
 langsmith = ">=0.3.45,<1.0.0"
-packaging = ">=23.2.0,<26.0.0"
+packaging = ">=23.2.0"
 pydantic = ">=2.7.4,<3.0.0"
-PyYAML = ">=5.3.0,<7.0.0"
+pyyaml = ">=5.3.0,<7.0.0"
 tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<10.0.0"
 typing-extensions = ">=4.7.0,<5.0.0"
 uuid-utils = ">=0.12.0,<1.0"
 
 [[package]]
 name = "langchain-openai"
-version = "0.3.35"
+version = "1.2.2"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
-python-versions = "<4.0.0,>=3.9.0"
+python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain_openai-0.3.35-py3-none-any.whl", hash = "sha256:76d5707e6e81fd461d33964ad618bd326cb661a1975cef7c1cb0703576bdada5"},
-    {file = "langchain_openai-0.3.35.tar.gz", hash = "sha256:fa985fd041c3809da256a040c98e8a43e91c6d165b96dcfeb770d8bd457bf76f"},
+    {file = "langchain_openai-1.2.2-py3-none-any.whl", hash = "sha256:7da39a3c70cbafa93853456199e39a264dc70651be79b12ac49b4f6a448bce2d"},
+    {file = "langchain_openai-1.2.2.tar.gz", hash = "sha256:8698ffcee9a086e91ab6d207f0026181a03effcbf86bf9aee1808ee35af69dcc"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.78,<1.0.0"
-openai = ">=1.104.2,<3.0.0"
+langchain-core = ">=1.4.0,<2.0.0"
+openai = ">=2.26.0,<3.0.0"
 tiktoken = ">=0.7.0,<1.0.0"
 
 [[package]]
@@ -1130,20 +1114,35 @@ pinecone = {version = ">=6.0.0,<8.0.0", extras = ["asyncio"]}
 pydantic = ">=2.11.1"
 simsimd = ">=5.9.11"
 
+[[package]]
+name = "langchain-protocol"
+version = "0.0.16"
+description = "Python bindings for the LangChain agent streaming protocol"
+optional = false
+python-versions = "<4.0.0,>=3.10.0"
+groups = ["main"]
+files = [
+    {file = "langchain_protocol-0.0.16-py3-none-any.whl", hash = "sha256:3658c142c5d0fb3a023a4be442ce4c15c6d626aab6135eb79a76dc64ad19c3c3"},
+    {file = "langchain_protocol-0.0.16.tar.gz", hash = "sha256:806c7cdd951b1c4f692fa40fce60821ff0f221d4360e27673ddf2c2b99c2b7ff"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.13.0,<5.0.0"
+
 [[package]]
 name = "langchain-text-splitters"
-version = "0.3.11"
+version = "1.1.2"
 description = "LangChain text splitting utilities"
 optional = false
-python-versions = ">=3.9"
+python-versions = "<4.0.0,>=3.10.0"
 groups = ["main"]
 files = [
-    {file = "langchain_text_splitters-0.3.11-py3-none-any.whl", hash = "sha256:cf079131166a487f1372c8ab5d0bfaa6c0a4291733d9c43a34a16ac9bcd6a393"},
-    {file = "langchain_text_splitters-0.3.11.tar.gz", hash = "sha256:7a50a04ada9a133bbabb80731df7f6ddac51bc9f1b9cab7fa09304d71d38a6cc"},
+    {file = "langchain_text_splitters-1.1.2-py3-none-any.whl", hash = "sha256:a2de0d799ff31886429fd6e2e0032df275b60ec817c19059a7b46181cc1c2f10"},
+    {file = "langchain_text_splitters-1.1.2.tar.gz", hash = "sha256:782a723db0a4746ac91e251c7c1d57fd23636e4f38ed733074e28d7a86f41627"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.3.75,<2.0.0"
+langchain-core = ">=1.2.31,<2.0.0"
 
 [[package]]
 name = "langfuse"
@@ -1201,26 +1200,6 @@ sandbox = ["websockets (>=15.0)"]
 strands-agents = ["opentelemetry-api (>=1.30.0)", "opentelemetry-exporter-otlp-proto-http (>=1.30.0)", "opentelemetry-sdk (>=1.30.0)", "strands-agents (>=0.1.0)", "strands-agents-tools (>=0.2.0)"]
 vcr = ["vcrpy (>=7.0.0)"]
 
-[[package]]
-name = "marshmallow"
-version = "3.26.2"
-description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "marshmallow-3.26.2-py3-none-any.whl", hash = "sha256:013fa8a3c4c276c24d26d84ce934dc964e2aa794345a0f8c7e5a7191482c8a73"},
-    {file = "marshmallow-3.26.2.tar.gz", hash = "sha256:bbe2adb5a03e6e3571b573f42527c6fe926e17467833660bebd11593ab8dfd57"},
-]
-
-[package.dependencies]
-packaging = ">=17.0"
-
-[package.extras]
-dev = ["marshmallow[tests]", "pre-commit (>=3.5,<5.0)", "tox"]
-docs = ["autodocsumm (==0.2.14)", "furo (==2024.8.6)", "sphinx (==8.1.3)", "sphinx-copybutton (==0.5.2)", "sphinx-issues (==5.0.0)", "sphinxext-opengraph (==0.9.1)"]
-tests = ["pytest", "simplejson"]
-
 [[package]]
 name = "multidict"
 version = "6.7.1"
@@ -1377,18 +1356,6 @@ files = [
     {file = "multidict-6.7.1.tar.gz", hash = "sha256:ec6652a1bee61c53a3e5776b6049172c53b6aaba34f18c9ad04f82712bac623d"},
 ]
 
-[[package]]
-name = "mypy-extensions"
-version = "1.1.0"
-description = "Type system extensions for programs checked with the mypy type checker."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
-    {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
-]
-
 [[package]]
 name = "nltk"
 version = "3.9.4"
@@ -1463,28 +1430,28 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.109.1"
+version = "2.41.0"
 description = "The official Python library for the openai API"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "openai-1.109.1-py3-none-any.whl", hash = "sha256:6bcaf57086cf59159b8e27447e4e7dd019db5d29a438072fbd49c290c7e65315"},
-    {file = "openai-1.109.1.tar.gz", hash = "sha256:d173ed8dbca665892a6db099b4a2dfac624f94d20a93f46eb0b56aae940ed869"},
+    {file = "openai-2.41.0-py3-none-any.whl", hash = "sha256:20cc7952e8501c7e5773dd2ef7be437bae9cb549044902e1041a83a54516e375"},
+    {file = "openai-2.41.0.tar.gz", hash = "sha256:db5c362acd6604b84f076abbefa66826ea4b46ecba2954ed866e6a149a1352c0"},
 ]
 
 [package.dependencies]
 anyio = ">=3.5.0,<5"
 distro = ">=1.7.0,<2"
 httpx = ">=0.23.0,<1"
-jiter = ">=0.4.0,<1"
+jiter = ">=0.10.0,<1"
 pydantic = ">=1.9.0,<3"
 sniffio = "*"
 tqdm = ">4"
-typing-extensions = ">=4.11,<5"
+typing-extensions = ">=4.14,<5"
 
 [package.extras]
-aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.8)"]
+aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.9)"]
 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)"]
@@ -2980,22 +2947,6 @@ files = [
     {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
 
-[[package]]
-name = "typing-inspect"
-version = "0.9.0"
-description = "Runtime inspection utilities for typing module."
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"},
-    {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"},
-]
-
-[package.dependencies]
-mypy-extensions = ">=0.3.0"
-typing-extensions = ">=3.7.4"
-
 [[package]]
 name = "typing-inspection"
 version = "0.4.2"
@@ -3627,4 +3578,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = "3.11.*"
-content-hash = "c994dd5d488d069cef7bed00a5010d5e591ccaee0a0bd193b7003517c050e407"
+content-hash = "a34f14396efeb29803990741a100e0673e7b5b4aa4d52b5aaada4cde6da4775f"
diff --git a/pyproject.toml b/pyproject.toml
index c95fd616..6e6b7cd8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,13 +10,15 @@ requires-poetry = ">=2.3.2"
 
 [tool.poetry.dependencies]
 python = "3.11.*"
-openai = "^1.23.3"
+openai = "^2.26"
 python-dotenv = "^1.2.2"
 anthropic = "^0.85.0"
 
 langchain-pinecone = "^0.2.13"
-langchain-community = "^0.3.27"
-langchain-openai = "^0.3.1"
+langchain-core = "^1.4"
+langchain-community = "^0.4.2"
+langchain-openai = "^1.2"
+langchain-text-splitters = "^1.1"
 nltk = "^3.9.3"
 pytest = "^9.0.3"
 sentry-sdk = "^2.35.0"
diff --git a/services/embeddings/embeddings.py b/services/embeddings/embeddings.py
index f05129db..349cc7cd 100644
--- a/services/embeddings/embeddings.py
+++ b/services/embeddings/embeddings.py
@@ -4,7 +4,7 @@
 import warnings
 from dotenv import load_dotenv
 from langchain_community.vectorstores import Zilliz
-from langchain_pinecone import Pinecone
+from langchain_pinecone import PineconeVectorStore
 from langchain_openai import OpenAIEmbeddings
 
 @dataclass
@@ -44,7 +44,7 @@ class VectorStore:
     }
     VECTORSTORE_CLASSES = {
         'zilliz': Zilliz,
-        'pinecone': Pinecone
+        'pinecone': PineconeVectorStore
     }
 
     def __init__(self, collection_name='LangChainCollection', vectorstore_type='zilliz', 

From d3bcdde7050f849b4f3fad6af9d0ad4b65c8d0fb Mon Sep 17 00:00:00 2001
From: "Hanna Paasivirta (OpenFn)" <hanna@openfn.org>
Date: Wed, 10 Jun 2026 00:10:28 +0900
Subject: [PATCH 4/5] update dependencies and add tests

---
 .changeset/kind-files-throw.md                |   5 +
 poetry.lock                                   |  20 ++-
 pyproject.toml                                |   5 +-
 .../bugs/test_repro_dhis2_console_log.md      | 154 ++++++++++++++++++
 services/job_chat/tests/unit/conftest.py      |  14 ++
 .../job_chat/tests/unit/test_retrieve_docs.py |  92 +++++++++++
 services/search_docsite/__init__.py           |   0
 services/search_docsite/tests/__init__.py     |   0
 services/search_docsite/tests/conftest.py     |  16 ++
 .../search_docsite/tests/unit/__init__.py     |   0
 .../tests/unit/test_docsite_search.py         | 148 +++++++++++++++++
 11 files changed, 443 insertions(+), 11 deletions(-)
 create mode 100644 .changeset/kind-files-throw.md
 create mode 100644 services/job_chat/tests/acceptance/bugs/test_repro_dhis2_console_log.md
 create mode 100644 services/job_chat/tests/unit/conftest.py
 create mode 100644 services/job_chat/tests/unit/test_retrieve_docs.py
 create mode 100644 services/search_docsite/__init__.py
 create mode 100644 services/search_docsite/tests/__init__.py
 create mode 100644 services/search_docsite/tests/conftest.py
 create mode 100644 services/search_docsite/tests/unit/__init__.py
 create mode 100644 services/search_docsite/tests/unit/test_docsite_search.py

diff --git a/.changeset/kind-files-throw.md b/.changeset/kind-files-throw.md
new file mode 100644
index 00000000..715950ac
--- /dev/null
+++ b/.changeset/kind-files-throw.md
@@ -0,0 +1,5 @@
+---
+"apollo": minor
+---
+
+update dependencies
diff --git a/poetry.lock b/poetry.lock
index dd0545bd..d6bcaf34 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.3.2 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -199,14 +199,14 @@ files = [
 
 [[package]]
 name = "anthropic"
-version = "0.85.0"
+version = "0.107.1"
 description = "The official Python library for the anthropic API"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "anthropic-0.85.0-py3-none-any.whl", hash = "sha256:b4f54d632877ed7b7b29c6d9ba7299d5e21c4c92ae8de38947e9d862bff74adf"},
-    {file = "anthropic-0.85.0.tar.gz", hash = "sha256:d45b2f38a1efb1a5d15515a426b272179a0d18783efa2bb4c3925fa773eb50b9"},
+    {file = "anthropic-0.107.1-py3-none-any.whl", hash = "sha256:b74338d08000ba105dfc8adae29af3713ece845a4bffec9986a20697e087c7b3"},
+    {file = "anthropic-0.107.1.tar.gz", hash = "sha256:8e7169a6ab57fb806b778d9af018c867bad688144efec8969cdb4c5ccecd6670"},
 ]
 
 [package.dependencies]
@@ -217,13 +217,15 @@ httpx = ">=0.25.0,<1"
 jiter = ">=0.4.0,<1"
 pydantic = ">=1.9.0,<3"
 sniffio = "*"
-typing-extensions = ">=4.10,<5"
+typing-extensions = ">=4.14,<5"
 
 [package.extras]
 aiohttp = ["aiohttp", "httpx-aiohttp (>=0.1.9)"]
+aws = ["boto3 (>=1.28.57)", "botocore (>=1.31.57)"]
 bedrock = ["boto3 (>=1.28.57)", "botocore (>=1.31.57)"]
 mcp = ["mcp (>=1.0) ; python_version >= \"3.10\""]
 vertex = ["google-auth[requests] (>=2,<3)"]
+webhooks = ["standardwebhooks (>=1.0.1,<2)"]
 
 [[package]]
 name = "anyio"
@@ -1531,14 +1533,14 @@ wrapt = ">=1.0.0,<2.0.0"
 
 [[package]]
 name = "opentelemetry-instrumentation-anthropic"
-version = "0.53.4"
+version = "0.61.0"
 description = "OpenTelemetry Anthropic instrumentation"
 optional = false
 python-versions = "<4,>=3.10"
 groups = ["main"]
 files = [
-    {file = "opentelemetry_instrumentation_anthropic-0.53.4-py3-none-any.whl", hash = "sha256:e6f21c68285583bb935b9f01e3438fb91aedf7a9a55a208c4757ee3771a5f152"},
-    {file = "opentelemetry_instrumentation_anthropic-0.53.4.tar.gz", hash = "sha256:03e1335585f5a506c43d426a3c8216eb6a086fb91de1da2075bcf48e204a18e0"},
+    {file = "opentelemetry_instrumentation_anthropic-0.61.0-py3-none-any.whl", hash = "sha256:f260aa8ee70862d1c79fbe72cc66bb187774fef0931b3ab7da894ecc5fed6bb0"},
+    {file = "opentelemetry_instrumentation_anthropic-0.61.0.tar.gz", hash = "sha256:695f2841d357047a85ed9c8d68a34d1f8bef7925af66758822bf2f5951f28238"},
 ]
 
 [package.dependencies]
@@ -3578,4 +3580,4 @@ cffi = ["cffi (>=1.17,<2.0) ; platform_python_implementation != \"PyPy\" and pyt
 [metadata]
 lock-version = "2.1"
 python-versions = "3.11.*"
-content-hash = "a34f14396efeb29803990741a100e0673e7b5b4aa4d52b5aaada4cde6da4775f"
+content-hash = "99d842ac8ba82800fcd23ad0ef0f7d9f336e2d789f5929276a90f3683233b22a"
diff --git a/pyproject.toml b/pyproject.toml
index 6e6b7cd8..91f181fa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,7 +12,7 @@ requires-poetry = ">=2.3.2"
 python = "3.11.*"
 openai = "^2.26"
 python-dotenv = "^1.2.2"
-anthropic = "^0.85.0"
+anthropic = "^0.107.1"
 
 langchain-pinecone = "^0.2.13"
 langchain-core = "^1.4"
@@ -24,7 +24,7 @@ pytest = "^9.0.3"
 sentry-sdk = "^2.35.0"
 psycopg2-binary = "^2.9.10"
 langfuse = "^4.0.1"
-opentelemetry-instrumentation-anthropic = "^0.53.3"
+opentelemetry-instrumentation-anthropic = "^0.61.0"
 opentelemetry-instrumentation-threading = "0.61b0"
 
 [tool.poetry.group.dev]
@@ -48,6 +48,7 @@ testpaths = [
     "services/global_chat/tests",
     "services/workflow_chat/tests",
     "services/job_chat/tests",
+    "services/search_docsite/tests",
     "services/tools",
 ]
 
diff --git a/services/job_chat/tests/acceptance/bugs/test_repro_dhis2_console_log.md b/services/job_chat/tests/acceptance/bugs/test_repro_dhis2_console_log.md
new file mode 100644
index 00000000..ea3d9b08
--- /dev/null
+++ b/services/job_chat/tests/acceptance/bugs/test_repro_dhis2_console_log.md
@@ -0,0 +1,154 @@
+---
+id: job-chat.tmp.repro-dhis2-console-log
+service: job_chat
+judges: [general, openfn_code_quality]
+---
+
+# notes
+
+Faithful reproduction of production Sentry issue APOLLO-6H (event 8374b920,
+`@openfn/language-dhis2`, via global_chat's router → job_chat with
+`suggest_code=true`, `stream=true`). The model returned no usable text
+(`stop_reason=end_turn`, `empty_reason=no_text_blocks`) and the service raised
+`ApolloError(502, EMPTY_OUTPUT)`.
+
+Unlike the `repro-dots-response` teach-me case, this is a pure
+**debugging / conversational** turn: the user is asking *why* their console.log
+shows nothing. The ideal answer is mostly prose that diagnoses the data shape —
+little or no code change is required. This is the conversational-empty flavour
+of the same bug, run with `stream=true` to match production exactly.
+
+Expected behaviour: a substantive diagnostic answer. The response must NOT be
+empty / "..." and must NOT silently rewrite the whole job — at most a targeted
+tweak to the logging/data-access line.
+
+# quality_criteria
+
+- The response is non-empty and substantive — explicitly NOT "..." , empty, or a single short fragment.
+- The response diagnoses why the `console.log` shows nothing — e.g. `state.data.instances` may be the wrong access path or the result set is empty, and suggests inspecting `state.data` to confirm the actual response shape.
+- The response engages with the established conversation context (DHIS2 `tracker/trackedEntities` returning results under `instances`) rather than ignoring it.
+- If it proposes a code change, it is a targeted fix to the logging / data-access line, NOT a wholesale rewrite that discards the user's existing `get()` operation.
+
+# settings
+
+## context.expression
+
+```js
+get('tracker/trackedEntities', {
+  orgUnits: 'DiszpKrYNg8',
+  program: 'IpHINAT79UW',
+  paging: false
+});
+
+fn(state => {
+  console.log(state.data.instances);
+  return state;
+});
+```
+
+## context.adaptor
+
+@openfn/language-dhis2@8.0.12
+
+## context.page_name
+
+Get tracked entities since last run
+
+## suggest_code
+
+true
+
+## stream
+
+true
+
+## meta.session_id
+
+sess-tmp-repro-dhis2-console-log-0001
+
+## meta.user.id
+
+user-hanna-repro-0002
+
+## meta.user.role
+
+core_contributor
+
+# history
+
+## turn
+
+### role
+
+user
+
+### content
+
+i'd like to fetch TEIs with these attributes: orgUnitId=DiszpKrYNg8&programId=IpHINAT79UW
+
+and console log all of them.
+
+## turn
+
+### role
+
+assistant
+
+### content
+
+This fetches all TEIs for the given org unit and program, then logs them. `paging: false` ensures all records are returned without pagination.
+
+## turn
+
+### role
+
+user
+
+### content
+
+i don't see any changes here. did you try to adjust the code in this job?
+
+## turn
+
+### role
+
+assistant
+
+### content
+
+Sorry about that — here's the updated code now.
+
+## turn
+
+### role
+
+user
+
+### content
+
+that doesn't work, check my errors.
+
+i can see a list on the web UI from this URL - is that helpful?
+
+
+https://dev.im.dhis2.org/dhis2-openfn-opencrvs/api/43/tracker/trackedEntities?order=createdAt%3Adesc&page=1&pageSize=15&orgUnits=FwKJ7gYEv8U&orgUnitMode=SELECTED&program=IpHINAT79UW&fields=%3Aall%2C!relationships%2CprogramOwners%5BorgUnit%2Cprogram%5D
+
+## turn
+
+### role
+
+assistant
+
+### content
+
+The issue is that newer DHIS2 versions (v40+) use the `tracker/trackedEntities` endpoint instead of `trackedEntityInstances`. The response also uses `instances` instead of `trackedEntityInstances`. Note the URL also uses `orgUnits` (plural).
+
+# turn
+
+## role
+
+user
+
+## content
+
+ok, now why can't i see them in the console.log statement?
diff --git a/services/job_chat/tests/unit/conftest.py b/services/job_chat/tests/unit/conftest.py
new file mode 100644
index 00000000..1816dd69
--- /dev/null
+++ b/services/job_chat/tests/unit/conftest.py
@@ -0,0 +1,14 @@
+"""Test config for job_chat unit tests.
+
+Importing `job_chat.retrieve_docs` pulls in `search_docsite.search_docsite`, whose
+module-level `OpenAIEmbeddings()` default arg validates credentials at construction
+(openai 2.x / langchain-openai 1.x). A key must therefore exist at import time.
+
+Dummy placeholders only — unit tests mock every network seam, and the repo-root
+conftest blocks real client construction. `setdefault` lets a real key win.
+"""
+
+import os
+
+os.environ.setdefault("OPENAI_API_KEY", "sk-test-dummy")
+os.environ.setdefault("PINECONE_API_KEY", "pc-test-dummy")
diff --git a/services/job_chat/tests/unit/test_retrieve_docs.py b/services/job_chat/tests/unit/test_retrieve_docs.py
new file mode 100644
index 00000000..1c8e79cd
--- /dev/null
+++ b/services/job_chat/tests/unit/test_retrieve_docs.py
@@ -0,0 +1,92 @@
+"""Unit tests for job_chat.retrieve_docs pure-logic + LLM-call helpers.
+
+Covers the parts that don't need live services:
+  - format_context: context-string assembly
+  - generate_queries: JSON parsing, 4-query truncation, and the invalid-JSON guard
+  - call_llm: happy path (text + usage) and the unexpected-error wrapper
+
+The anthropic client is mocked; `call_llm` is patched where only its result
+matters. Importing this module also exercises retrieve_docs' top-level
+`from anthropic import APIConnectionError, BadRequestError, ...` — a dependency
+contract that breaks loudly if any of those exception classes were renamed.
+"""
+
+import json
+from unittest.mock import MagicMock, patch
+
+import pytest
+
+from job_chat import retrieve_docs as rd
+from util import ApolloError
+
+
+# --- format_context (pure logic) -----------------------------------------------
+
+def test_format_context_includes_all_parts():
+    out = rd.format_context(adaptor="http", code="get('/x')", history="prev")
+    assert "http adaptor" in out
+    assert "get('/x')" in out
+    assert "prev" in out
+
+
+def test_format_context_empty_when_no_inputs():
+    assert rd.format_context(adaptor="", code="", history="") == ""
+
+
+# --- generate_queries ----------------------------------------------------------
+
+def test_generate_queries_truncates_to_four():
+    payload = json.dumps({"queries": [{"query": f"q{i}"} for i in range(6)]})
+    with patch.object(rd, "call_llm", return_value=(payload, {"input_tokens": 1})):
+        queries, usage = rd.generate_queries("content", client=MagicMock())
+
+    assert len(queries) == 4
+    assert queries[0] == {"query": "q0"}
+    assert usage == {"input_tokens": 1}
+
+
+def test_generate_queries_raises_apollo_error_on_invalid_json():
+    with patch.object(rd, "call_llm", return_value=("not json", {})):
+        with pytest.raises(ApolloError) as exc:
+            rd.generate_queries("content", client=MagicMock())
+
+    assert exc.value.code == 500
+    assert exc.value.type == "INVALID_LLM_RESPONSE"
+
+
+# --- call_llm ------------------------------------------------------------------
+
+def test_call_llm_returns_text_and_usage_on_success():
+    message = MagicMock()
+    message.content = [MagicMock(text="hello")]
+    message.usage.model_dump.return_value = {"input_tokens": 5, "output_tokens": 2}
+    client = MagicMock()
+    client.messages.create.return_value = message
+
+    text, usage = rd.call_llm(
+        model="claude-haiku-4-5",
+        temperature=0,
+        system_prompt="sys",
+        user_prompt="usr",
+        client=client,
+    )
+
+    assert text == "hello"
+    assert usage == {"input_tokens": 5, "output_tokens": 2}
+
+
+def test_call_llm_wraps_unexpected_error_as_apollo_error():
+    client = MagicMock()
+    client.messages.create.side_effect = ValueError("boom")
+
+    with pytest.raises(ApolloError) as exc:
+        rd.call_llm(
+            model="claude-haiku-4-5",
+            temperature=0,
+            system_prompt="sys",
+            user_prompt="usr",
+            client=client,
+        )
+
+    assert exc.value.code == 500
+    assert exc.value.type == "UNKNOWN_ERROR"
diff --git a/services/search_docsite/__init__.py b/services/search_docsite/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/services/search_docsite/tests/__init__.py b/services/search_docsite/tests/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/services/search_docsite/tests/conftest.py b/services/search_docsite/tests/conftest.py
new file mode 100644
index 00000000..d066197b
--- /dev/null
+++ b/services/search_docsite/tests/conftest.py
@@ -0,0 +1,16 @@
+"""Test config for search_docsite.
+
+`search_docsite.search_docsite` constructs `OpenAIEmbeddings()` as a module-level
+default argument, which (under openai 2.x / langchain-openai 1.x) validates
+credentials at construction time. That happens when the test module is imported,
+before any test runs — so a key must exist in the environment or import fails.
+
+These are dummy placeholders only: unit tests inject mocks for every network
+seam and the repo-root conftest additionally blocks real client construction, so
+no real key is ever used. `setdefault` means a real key (from services/.env) wins.
+"""
+
+import os
+
+os.environ.setdefault("OPENAI_API_KEY", "sk-test-dummy")
+os.environ.setdefault("PINECONE_API_KEY", "pc-test-dummy")
diff --git a/services/search_docsite/tests/unit/__init__.py b/services/search_docsite/tests/unit/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/services/search_docsite/tests/unit/test_docsite_search.py b/services/search_docsite/tests/unit/test_docsite_search.py
new file mode 100644
index 00000000..fb8d031d
--- /dev/null
+++ b/services/search_docsite/tests/unit/test_docsite_search.py
@@ -0,0 +1,148 @@
+"""Unit tests for DocsiteSearch — the Pinecone + OpenAI seam used by job_chat.
+
+These pin the contracts most exposed by the dependency bump (langchain-pinecone
+0.2.2→0.2.13, langchain-openai →1.x, pinecone 5→7):
+
+  - the langchain `similarity_search_with_score(query=, k=, filter=)` signature
+    and its `[(Document, score), ...]` return shape, consumed by `_semantic_search`
+  - the pinecone `describe_index_stats().get("namespaces")` shape, consumed by
+    `_get_most_recent_namespace`
+  - that the module's dependency symbols still import under the new versions
+
+Every external boundary is mocked, so no network/credentials are touched (the
+repo-root conftest also blocks real anthropic/openai client construction here).
+"""
+
+from unittest.mock import MagicMock, patch
+
+import pytest
+
+import search_docsite.search_docsite as m
+from util import ApolloError
+
+
+class FakeDoc:
+    """Stand-in for a langchain Document (page_content + metadata)."""
+
+    def __init__(self, text, metadata=None):
+        self.page_content = text
+        self.metadata = metadata or {}
+
+
+def make_search(default_top_k=5):
+    """Construct DocsiteSearch offline: collection_name given (skips the
+    namespace lookup) and PineconeVectorStore patched (no real client)."""
+    with patch.object(m, "PineconeVectorStore", return_value=MagicMock()):
+        return m.DocsiteSearch(
+            collection_name="docsite-20240101",
+            default_top_k=default_top_k,
+            embeddings=MagicMock(),
+        )
+
+
+# --- _build_filter (pure logic) ------------------------------------------------
+
+def test_build_filter_doc_title_only():
+    ds = make_search()
+    assert ds._build_filter(doc_title="Adaptor X") == {"doc_title": {"$eq": "Adaptor X"}}
+
+
+def test_build_filter_docs_type_only():
+    ds = make_search()
+    assert ds._build_filter(docs_type="general_docs") == {"docs_type": {"$eq": "general_docs"}}
+
+
+def test_build_filter_both_combines_with_and():
+    ds = make_search()
+    assert ds._build_filter(doc_title="X", docs_type="general_docs") == {
+        "$and": [{"doc_title": {"$eq": "X"}}, {"docs_type": {"$eq": "general_docs"}}]
+    }
+
+
+def test_build_filter_none_returns_none():
+    ds = make_search()
+    assert ds._build_filter() is None
+
+
+# --- _semantic_search (langchain return-shape contract) ------------------------
+
+def test_semantic_search_applies_threshold_and_passes_signature():
+    ds = make_search()
+    ds.vectorstore.similarity_search_with_score.return_value = [
+        (FakeDoc("a"), 0.9),
+        (FakeDoc("b"), 0.6),
+        (FakeDoc("c"), 0.4),  # below threshold, dropped
+    ]
+
+    results = ds._semantic_search(query="q", threshold=0.5)
+
+    assert [r.score for r in results] == [0.9, 0.6]
+    assert [r.text for r in results] == ["a", "b"]
+    # Pin the langchain-pinecone call signature; threshold-only => k falls back to 50.
+    ds.vectorstore.similarity_search_with_score.assert_called_once_with(
+        query="q", k=50, filter=None
+    )
+
+
+def test_semantic_search_truncates_to_top_k_when_no_threshold():
+    ds = make_search()
+    ds.vectorstore.similarity_search_with_score.return_value = [
+        (FakeDoc(t), s) for t, s in [("a", 0.9), ("b", 0.8), ("c", 0.7), ("d", 0.6)]
+    ]
+
+    results = ds._semantic_search(query="q", top_k=2)
+
+    assert [r.text for r in results] == ["a", "b"]
+    ds.vectorstore.similarity_search_with_score.assert_called_once_with(
+        query="q", k=2, filter=None
+    )
+
+
+def test_semantic_search_defaults_to_default_top_k():
+    ds = make_search(default_top_k=5)
+    ds.vectorstore.similarity_search_with_score.return_value = [
+        (FakeDoc(str(i)), 0.9) for i in range(7)
+    ]
+
+    # Neither top_k nor threshold given => default_top_k (5) applies.
+    results = ds._semantic_search(query="q")
+
+    assert len(results) == 5
+    ds.vectorstore.similarity_search_with_score.assert_called_once_with(
+        query="q", k=5, filter=None
+    )
+
+
+# --- _get_most_recent_namespace (pinecone describe_index_stats shape) ----------
+
+def _patch_pinecone(namespaces):
+    index = MagicMock()
+    index.describe_index_stats.return_value = {"namespaces": {ns: {} for ns in namespaces}}
+    client = MagicMock()
+    client.Index.return_value = index
+    return patch.object(m, "Pinecone", return_value=client)
+
+
+def test_get_most_recent_namespace_picks_latest_valid():
+    ds = make_search()
+    namespaces = ["docsite-20231231", "docsite-20240101", "other", "docsite-bad"]
+    with _patch_pinecone(namespaces):
+        assert ds._get_most_recent_namespace() == "docsite-20240101"
+
+
+def test_get_most_recent_namespace_raises_when_none_valid():
+    ds = make_search()
+    with _patch_pinecone(["other", "docsite-bad", "docsite-2024"]):
+        with pytest.raises(ApolloError) as exc:
+            ds._get_most_recent_namespace()
+    assert exc.value.code == 404
+
+
+# --- dependency-symbol contract ------------------------------------------------
+
+def test_module_exposes_expected_dependency_symbols():
+    # Guards against renames/removals across the langchain/pinecone/openai bump:
+    # if any import broke, the module wouldn't load and these would be missing.
+    assert callable(m.Pinecone)
+    assert callable(m.PineconeVectorStore)
+    assert callable(m.OpenAIEmbeddings)

From 5d1afea215b0936cb0e274918f89e83881850ff6 Mon Sep 17 00:00:00 2001
From: "Hanna Paasivirta (OpenFn)" <hanna@openfn.org>
Date: Wed, 10 Jun 2026 00:12:56 +0900
Subject: [PATCH 5/5] trim tests

---
 .../job_chat/tests/unit/test_retrieve_docs.py | 14 ----------
 .../tests/unit/test_docsite_search.py         | 26 +++++++------------
 2 files changed, 9 insertions(+), 31 deletions(-)

diff --git a/services/job_chat/tests/unit/test_retrieve_docs.py b/services/job_chat/tests/unit/test_retrieve_docs.py
index 1c8e79cd..54fb3558 100644
--- a/services/job_chat/tests/unit/test_retrieve_docs.py
+++ b/services/job_chat/tests/unit/test_retrieve_docs.py
@@ -1,7 +1,6 @@
 """Unit tests for job_chat.retrieve_docs pure-logic + LLM-call helpers.
 
 Covers the parts that don't need live services:
-  - format_context: context-string assembly
   - generate_queries: JSON parsing, 4-query truncation, and the invalid-JSON guard
   - call_llm: happy path (text + usage) and the unexpected-error wrapper
 
@@ -20,19 +19,6 @@
 from util import ApolloError
 
 
-# --- format_context (pure logic) -----------------------------------------------
-
-def test_format_context_includes_all_parts():
-    out = rd.format_context(adaptor="http", code="get('/x')", history="prev")
-    assert "http adaptor" in out
-    assert "get('/x')" in out
-    assert "prev" in out
-
-
-def test_format_context_empty_when_no_inputs():
-    assert rd.format_context(adaptor="", code="", history="") == ""
-
-
 # --- generate_queries ----------------------------------------------------------
 
 def test_generate_queries_truncates_to_four():
diff --git a/services/search_docsite/tests/unit/test_docsite_search.py b/services/search_docsite/tests/unit/test_docsite_search.py
index fb8d031d..37630f90 100644
--- a/services/search_docsite/tests/unit/test_docsite_search.py
+++ b/services/search_docsite/tests/unit/test_docsite_search.py
@@ -42,14 +42,16 @@ def make_search(default_top_k=5):
 
 # --- _build_filter (pure logic) ------------------------------------------------
 
-def test_build_filter_doc_title_only():
+@pytest.mark.parametrize(
+    "kwargs, expected",
+    [
+        ({"doc_title": "Adaptor X"}, {"doc_title": {"$eq": "Adaptor X"}}),
+        ({"docs_type": "general_docs"}, {"docs_type": {"$eq": "general_docs"}}),
+    ],
+)
+def test_build_filter_single_key(kwargs, expected):
     ds = make_search()
-    assert ds._build_filter(doc_title="Adaptor X") == {"doc_title": {"$eq": "Adaptor X"}}
-
-
-def test_build_filter_docs_type_only():
-    ds = make_search()
-    assert ds._build_filter(docs_type="general_docs") == {"docs_type": {"$eq": "general_docs"}}
+    assert ds._build_filter(**kwargs) == expected
 
 
 def test_build_filter_both_combines_with_and():
@@ -136,13 +138,3 @@ def test_get_most_recent_namespace_raises_when_none_valid():
         with pytest.raises(ApolloError) as exc:
             ds._get_most_recent_namespace()
     assert exc.value.code == 404
-
-
-# --- dependency-symbol contract ------------------------------------------------
-
-def test_module_exposes_expected_dependency_symbols():
-    # Guards against renames/removals across the langchain/pinecone/openai bump:
-    # if any import broke, the module wouldn't load and these would be missing.
-    assert callable(m.Pinecone)
-    assert callable(m.PineconeVectorStore)
-    assert callable(m.OpenAIEmbeddings)