From 4020cc35cf0fa1fd195336d2047f658195a4148d Mon Sep 17 00:00:00 2001
From: Peter Jung <peter@jung.ninja>
Date: Thu, 21 Nov 2024 08:30:23 +0100
Subject: [PATCH] Bump PMAT with fixes (#122)

---
 poetry.lock                                | 1511 ++++++++++----------
 prediction_prophet/benchmark/agents.py     |    4 +-
 prediction_prophet/functions/utils.py      |    8 +-
 prediction_prophet/functions/web_scrape.py |    2 +-
 pyproject.toml                             |    2 +-
 5 files changed, 735 insertions(+), 792 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 35a10b45..150b81a4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -13,112 +13,98 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.10.10"
+version = "3.11.2"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 [package.dependencies]
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 aiosignal = ">=1.1.2"
-async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
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-yarl = ">=1.12.0,<2.0"
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+yarl = ">=1.17.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
@@ -501,13 +487,13 @@ files = [
 
 [[package]]
 name = "blinker"
-version = "1.8.2"
+version = "1.9.0"
 description = "Fast, simple object-to-object and broadcast signaling"
 optional = false
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 ]
 
 [[package]]
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 [[package]]
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-version = "1.3.0"
+version = "1.3.1"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = false
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 async = ["asgiref (>=3.2)"]
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 [package.extras]
@@ -1948,13 +1925,13 @@ tqdm = ["tqdm"]
 
 [[package]]
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-version = "3.8.1"
+version = "3.8.2"
 description = "An open source FaaS (Function as a service) framework for writing portable Python functions -- brought to you by the Google Cloud Functions team."
 optional = false
 python-versions = "<4,>=3.5"
 files = [
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 [package.dependencies]
@@ -1999,13 +1976,13 @@ test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit",
 
 [[package]]
 name = "google-api-core"
-version = "2.22.0"
+version = "2.23.0"
 description = "Google API client core library"
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 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -2043,13 +2020,13 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.35.0"
+version = "2.36.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -2081,13 +2058,13 @@ httplib2 = ">=0.19.0"
 
 [[package]]
 name = "google-cloud-functions"
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+version = "1.18.1"
 description = "Google Cloud Functions API client library"
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 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
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 [[package]]
 name = "google-cloud-resource-manager"
-version = "1.13.0"
+version = "1.13.1"
 description = "Google Cloud Resource Manager API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -2117,13 +2094,13 @@ protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4
 
 [[package]]
 name = "google-cloud-secret-manager"
-version = "2.21.0"
+version = "2.21.1"
 description = "Google Cloud Secret Manager API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -2135,13 +2112,13 @@ protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.65.0"
+version = "1.66.0"
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -2717,84 +2694,84 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
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+version = "0.7.1"
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 python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -3044,13 +3021,13 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-community"
-version = "0.2.18"
+version = "0.2.19"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_community-0.2.18-py3-none-any.whl", hash = "sha256:277a5fdb381a707529cb44182a723fc49c290d630a46a8f75e522c527af4398b"},
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+    {file = "langchain_community-0.2.19-py3-none-any.whl", hash = "sha256:651d761f2d37d63f89de75d65858f6c7f6ea99c455622e9c13ca041622dad0c5"},
+    {file = "langchain_community-0.2.19.tar.gz", hash = "sha256:74f8db6992d03668c3d82e0d896845c413d167dad3b8e349fb2a9a57fd2d1396"},
 ]
 
 [package.dependencies]
@@ -3135,13 +3112,13 @@ test = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "langfuse"
-version = "2.53.8"
+version = "2.53.9"
 description = "A client library for accessing langfuse"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "langfuse-2.53.9.tar.gz", hash = "sha256:6bfecf86e28c684034ae52a0b19535c94cc86923085267b548d63e5c1ce2b82c"},
 ]
 
 [package.dependencies]
@@ -3160,13 +3137,13 @@ openai = ["openai (>=0.27.8)"]
 
 [[package]]
 name = "langsmith"
-version = "0.1.140"
+version = "0.1.143"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -3994,13 +3971,13 @@ files = [
 
 [[package]]
 name = "narwhals"
-version = "1.13.2"
+version = "1.13.5"
 description = "Extremely lightweight compatibility layer between dataframe libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "narwhals-1.13.5.tar.gz", hash = "sha256:2e71b70895759af455a83583052bb9dbada9f72efad786d8d1b2f38078054e73"},
 ]
 
 [package.extras]
@@ -4112,13 +4089,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.54.1"
+version = "1.54.4"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "openai-1.54.1-py3-none-any.whl", hash = "sha256:3cb49ccb6bfdc724ad01cc397d323ef8314fc7d45e19e9de2afdd6484a533324"},
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 ]
 
 [package.dependencies]
@@ -4136,13 +4113,13 @@ datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 
 [[package]]
 name = "opentelemetry-api"
-version = "1.28.0"
+version = "1.28.1"
 description = "OpenTelemetry Python API"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_api-1.28.0-py3-none-any.whl", hash = "sha256:8457cd2c59ea1bd0988560f021656cecd254ad7ef6be4ba09dbefeca2409ce52"},
-    {file = "opentelemetry_api-1.28.0.tar.gz", hash = "sha256:578610bcb8aa5cdcb11169d136cc752958548fb6ccffb0969c1036b0ee9e5353"},
+    {file = "opentelemetry_api-1.28.1-py3-none-any.whl", hash = "sha256:bfe86c95576cf19a914497f439fd79c9553a38de0adbdc26f7cfc46b0c00b16c"},
+    {file = "opentelemetry_api-1.28.1.tar.gz", hash = "sha256:6fa7295a12c707f5aebef82da3d9ec5afe6992f3e42bfe7bec0339a44b3518e7"},
 ]
 
 [package.dependencies]
@@ -4151,27 +4128,27 @@ importlib-metadata = ">=6.0,<=8.5.0"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
-version = "1.28.0"
+version = "1.28.1"
 description = "OpenTelemetry Protobuf encoding"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_exporter_otlp_proto_common-1.28.0-py3-none-any.whl", hash = "sha256:467e6437d24e020156dffecece8c0a4471a8a60f6a34afeda7386df31a092410"},
-    {file = "opentelemetry_exporter_otlp_proto_common-1.28.0.tar.gz", hash = "sha256:5fa0419b0c8e291180b0fc8430a20dd44a3f3236f8e0827992145914f273ec4f"},
+    {file = "opentelemetry_exporter_otlp_proto_common-1.28.1-py3-none-any.whl", hash = "sha256:56ea6cf28c90f767733f046a54525dc7271a25faff86b1955e5252b55f4e007f"},
+    {file = "opentelemetry_exporter_otlp_proto_common-1.28.1.tar.gz", hash = "sha256:6e55e7f5d59296cc87a74c08b8e0ddf87403f73a62302ec7ee042c1a1f4a8f70"},
 ]
 
 [package.dependencies]
-opentelemetry-proto = "1.28.0"
+opentelemetry-proto = "1.28.1"
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.28.0"
+version = "1.28.1"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.28.0-py3-none-any.whl", hash = "sha256:edbdc53e7783f88d4535db5807cb91bd7b1ec9e9b9cdbfee14cd378f29a3b328"},
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.28.0.tar.gz", hash = "sha256:47a11c19dc7f4289e220108e113b7de90d59791cb4c37fc29f69a6a56f2c3735"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.28.1-py3-none-any.whl", hash = "sha256:fd494b9dd7869975138cef68d52ed45b9ca584c1fa31bef2d01ecfd537445dfa"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.28.1.tar.gz", hash = "sha256:9c84a103734d0c9cf9a4ba973d9c15c21996a554ab2bbd6208b3925873912642"},
 ]
 
 [package.dependencies]
@@ -4179,78 +4156,78 @@ deprecated = ">=1.2.6"
 googleapis-common-protos = ">=1.52,<2.0"
 grpcio = ">=1.63.2,<2.0.0"
 opentelemetry-api = ">=1.15,<2.0"
-opentelemetry-exporter-otlp-proto-common = "1.28.0"
-opentelemetry-proto = "1.28.0"
-opentelemetry-sdk = ">=1.28.0,<1.29.0"
+opentelemetry-exporter-otlp-proto-common = "1.28.1"
+opentelemetry-proto = "1.28.1"
+opentelemetry-sdk = ">=1.28.1,<1.29.0"
 
 [[package]]
 name = "opentelemetry-instrumentation"
-version = "0.49b0"
+version = "0.49b1"
 description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_instrumentation-0.49b0-py3-none-any.whl", hash = "sha256:68364d73a1ff40894574cbc6138c5f98674790cae1f3b0865e21cf702f24dcb3"},
-    {file = "opentelemetry_instrumentation-0.49b0.tar.gz", hash = "sha256:398a93e0b9dc2d11cc8627e1761665c506fe08c6b2df252a2ab3ade53d751c46"},
+    {file = "opentelemetry_instrumentation-0.49b1-py3-none-any.whl", hash = "sha256:0a9d3821736104013693ef3b8a9d29b41f2f3a81ee2d8c9288b52d62bae5747c"},
+    {file = "opentelemetry_instrumentation-0.49b1.tar.gz", hash = "sha256:2d0e41181b7957ba061bb436b969ad90545ac3eba65f290830009b4264d2824e"},
 ]
 
 [package.dependencies]
 opentelemetry-api = ">=1.4,<2.0"
-opentelemetry-semantic-conventions = "0.49b0"
+opentelemetry-semantic-conventions = "0.49b1"
 packaging = ">=18.0"
 wrapt = ">=1.0.0,<2.0.0"
 
 [[package]]
 name = "opentelemetry-instrumentation-asgi"
-version = "0.49b0"
+version = "0.49b1"
 description = "ASGI instrumentation for OpenTelemetry"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "opentelemetry_instrumentation_asgi-0.49b0-py3-none-any.whl", hash = "sha256:722a90856457c81956c88f35a6db606cc7db3231046b708aae2ddde065723dbe"},
-    {file = "opentelemetry_instrumentation_asgi-0.49b0.tar.gz", hash = "sha256:959fd9b1345c92f20c6ef1d42f92ef6a76b3c3083fbc4104d59da6859b15b083"},
+    {file = "opentelemetry_instrumentation_asgi-0.49b1-py3-none-any.whl", hash = "sha256:8dcbc438cb138789fcb20ae38b6e7f23088e066d77b54bae205c5744856603c6"},
+    {file = "opentelemetry_instrumentation_asgi-0.49b1.tar.gz", hash = "sha256:d1a2b4cb76490be28bcad3c0f562c4b3c84157148c922ca298bb04ed9e36c005"},
 ]
 
 [package.dependencies]
 asgiref = ">=3.0,<4.0"
 opentelemetry-api = ">=1.12,<2.0"
-opentelemetry-instrumentation = "0.49b0"
-opentelemetry-semantic-conventions = "0.49b0"
-opentelemetry-util-http = "0.49b0"
+opentelemetry-instrumentation = "0.49b1"
+opentelemetry-semantic-conventions = "0.49b1"
+opentelemetry-util-http = "0.49b1"
 
 [package.extras]
 instruments = ["asgiref (>=3.0,<4.0)"]
 
 [[package]]
 name = "opentelemetry-instrumentation-fastapi"
-version = "0.49b0"
+version = "0.49b1"
 description = "OpenTelemetry FastAPI Instrumentation"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
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-opentelemetry-instrumentation = "0.49b0"
-opentelemetry-instrumentation-asgi = "0.49b0"
-opentelemetry-semantic-conventions = "0.49b0"
-opentelemetry-util-http = "0.49b0"
+opentelemetry-instrumentation = "0.49b1"
+opentelemetry-instrumentation-asgi = "0.49b1"
+opentelemetry-semantic-conventions = "0.49b1"
+opentelemetry-util-http = "0.49b1"
 
 [package.extras]
 instruments = ["fastapi (>=0.58,<1.0)"]
 
 [[package]]
 name = "opentelemetry-proto"
-version = "1.28.0"
+version = "1.28.1"
 description = "OpenTelemetry Python Proto"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -4258,44 +4235,44 @@ protobuf = ">=5.0,<6.0"
 
 [[package]]
 name = "opentelemetry-sdk"
-version = "1.28.0"
+version = "1.28.1"
 description = "OpenTelemetry Python SDK"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-opentelemetry-api = "1.28.0"
-opentelemetry-semantic-conventions = "0.49b0"
+opentelemetry-api = "1.28.1"
+opentelemetry-semantic-conventions = "0.49b1"
 typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "opentelemetry-semantic-conventions"
-version = "0.49b0"
+version = "0.49b1"
 description = "OpenTelemetry Semantic Conventions"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
-opentelemetry-api = "1.28.0"
+opentelemetry-api = "1.28.1"
 
 [[package]]
 name = "opentelemetry-util-http"
-version = "0.49b0"
+version = "0.49b1"
 description = "Web util for OpenTelemetry"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -4378,13 +4355,13 @@ files = [
 
 [[package]]
 name = "packaging"
-version = "24.1"
+version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -4485,95 +4462,90 @@ regex = ">=2022.3.15"
 
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 description = "Python Imaging Library (Fork)"
 optional = false
-python-versions = ">=3.8"
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 ]
 
 [package.extras]
-docs = ["furo", "olefile", "sphinx (>=7.3)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
+docs = ["furo", "olefile", "sphinx (>=8.1)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
 fpx = ["olefile"]
 mic = ["olefile"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
@@ -4656,13 +4628,13 @@ test = ["coverage", "django", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)"
 
 [[package]]
 name = "prediction-market-agent-tooling"
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 ]
 
 [package.dependencies]
@@ -5860,105 +5832,105 @@ rpds-py = ">=0.7.0"
 
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 [[package]]
@@ -6055,114 +6027,101 @@ test = ["hypothesis (==5.19.0)", "pytest (>=7.0.0)", "pytest-xdist (>=2.4.0)"]
 
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 [[package]]
@@ -6338,23 +6297,23 @@ test = ["Cython", "array-api-strict (>=2.0)", "asv", "gmpy2", "hypothesis (>=6.3
 
 [[package]]
 name = "setuptools"
-version = "75.3.0"
+version = "75.5.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 [[package]]
 name = "shellingham"
@@ -6731,13 +6690,13 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7
 
 [[package]]
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 [package.dependencies]
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 numpy = ">=1.20,<3"
 packaging = ">=20,<25"
 pandas = ">=1.4.0,<3"
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 protobuf = ">=3.20,<6"
 pyarrow = ">=7.0"
 pydeck = ">=0.8.0b4,<1"
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 tornado = ">=6.0.3,<7"
 typing-extensions = ">=4.3.0,<5"
-watchdog = {version = ">=2.1.5,<6", markers = "platform_system != \"Darwin\""}
+watchdog = {version = ">=2.1.5,<7", markers = "platform_system != \"Darwin\""}
 
 [package.extras]
 snowflake = ["snowflake-connector-python (>=2.8.0)", "snowflake-snowpark-python[modin] (>=1.17.0)"]
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 [[package]]
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 [[package]]
@@ -7179,13 +7138,13 @@ files = [
 
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+version = "4.67.0"
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 [package.dependencies]
@@ -7193,6 +7152,7 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
 dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+discord = ["requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
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+version = "14.1"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
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+    {file = "websockets-14.1.tar.gz", hash = "sha256:398b10c77d471c0aab20a845e7a60076b6390bfdaac7a6d2edb0d2c59d75e8d8"},
 ]
 
 [[package]]
 name = "werkzeug"
-version = "3.1.2"
+version = "3.1.3"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "werkzeug-3.1.2-py3-none-any.whl", hash = "sha256:4f7d1a5de312c810a8a2c6f0b47e9f6a7cffb7c8322def35e4d4d9841ff85597"},
-    {file = "werkzeug-3.1.2.tar.gz", hash = "sha256:f471a4cd167233077e9d2a8190c3471c5bc520c636a9e3c1e9300c33bced03bc"},
+    {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"},
+    {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"},
 ]
 
 [package.dependencies]
@@ -7949,13 +7892,13 @@ propcache = ">=0.2.0"
 
 [[package]]
 name = "zipp"
-version = "3.20.2"
+version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
-    {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
+    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
+    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
 ]
 
 [package.extras]
@@ -7969,4 +7912,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = "~3.10"
-content-hash = "11c8c4e769a4062b52c1ce02161b8ba74ae1eb40f69b9fb28f93994e6b32c4b1"
+content-hash = "63a45ec948db1c9fd0fdd59b48eb1232c5d606f6914126182005d26525929ed3"
diff --git a/prediction_prophet/benchmark/agents.py b/prediction_prophet/benchmark/agents.py
index c13cc36c..9345591c 100644
--- a/prediction_prophet/benchmark/agents.py
+++ b/prediction_prophet/benchmark/agents.py
@@ -149,7 +149,7 @@ def side_effect(*args: t.Any, **kwargs: t.Any) -> list[str]:
             results: list[str] = get_urls_from_queries(*args, **kwargs)
             results_filtered = [
                 url for url in results
-                if url_is_older_than(url, time_restriction_up_to)
+                if url_is_older_than(url, time_restriction_up_to.date())
             ]
             return results_filtered
     
@@ -233,7 +233,7 @@ def side_effect(*args: t.Any, **kwargs: t.Any) -> list[tuple[str, WebSearchResul
             results: list[tuple[str, WebSearchResult]] = search(*args, **kwargs)
             results_filtered = [
                 r for r in results
-                if url_is_older_than(r[1].url, time_restriction_up_to)
+                if url_is_older_than(r[1].url, time_restriction_up_to.date())
             ]
             return results_filtered
     
diff --git a/prediction_prophet/functions/utils.py b/prediction_prophet/functions/utils.py
index 64804b16..418f9e39 100644
--- a/prediction_prophet/functions/utils.py
+++ b/prediction_prophet/functions/utils.py
@@ -1,6 +1,6 @@
 import tiktoken
 import os
-from datetime import datetime
+from datetime import datetime, date
 from typing import NoReturn, Type, TypeVar, Optional
 from googleapiclient.discovery import build
 from prediction_market_agent_tooling.tools.caches.db_cache import db_cache
@@ -59,9 +59,9 @@ def trim_to_n_tokens(content: str, n: int, model: str) -> str:
 
 
 @db_cache
-def url_is_older_than(url: str, older_than: datetime) -> bool:
+def url_is_older_than(url: str, older_than: date) -> bool:
     service = build("customsearch", "v1", developerKey=os.environ["GOOGLE_SEARCH_API_KEY"])
-    date_restrict = f"d{(datetime.now().date() - older_than.date()).days}"  # {d,w,m,y}N to restrict the search to the last N days, weeks, months or years.
+    date_restrict = f"d{(datetime.now().date() - older_than).days}"  # {d,w,m,y}N to restrict the search to the last N days, weeks, months or years.
 
     search = (
         service
@@ -80,7 +80,7 @@ def url_is_older_than(url: str, older_than: datetime) -> bool:
     return True if int(search["searchInformation"]["totalResults"]) == 0 or not any(url in item["link"] for item in search["items"]) else False
 
 
-def time_restrict_urls(urls: list[str], time_restriction_up_to: datetime) -> list[str]:
+def time_restrict_urls(urls: list[str], time_restriction_up_to: date) -> list[str]:
     restricted_urls: list[str] = []
     for url in urls:
         if url_is_older_than(url, time_restriction_up_to):
diff --git a/prediction_prophet/functions/web_scrape.py b/prediction_prophet/functions/web_scrape.py
index 97df365f..6b07e316 100644
--- a/prediction_prophet/functions/web_scrape.py
+++ b/prediction_prophet/functions/web_scrape.py
@@ -16,7 +16,7 @@ def fetch_html(url: str, timeout: int) -> Response:
     response = requests.get(url, headers=headers, timeout=timeout)
     return response
 
-@db_cache(max_age=timedelta(days=1))
+@db_cache(max_age=timedelta(days=1), ignore_args=["timeout"])
 def web_scrape_strict(url: str, timeout: int = 10) -> str:
     response = fetch_html(url=url, timeout=timeout)
 
diff --git a/pyproject.toml b/pyproject.toml
index 513049db..99587c79 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -30,7 +30,7 @@ scikit-learn = "^1.4.0"
 typer = ">=0.9.0,<1.0.0"
 types-requests = "^2.31.0.20240125"
 types-python-dateutil = "^2.9.0"
-prediction-market-agent-tooling = { version = ">=0.56.0,<1", extras = ["langchain", "google"] }
+prediction-market-agent-tooling = { version = ">=0.56.3,<1", extras = ["langchain", "google"] }
 langchain-community = "^0.2.6"
 memory-profiler = "^0.61.0"
 matplotlib = "^3.8.3"