diff --git a/poetry.lock b/poetry.lock
index 81d9cdb..a2fb3fe 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -678,44 +678,6 @@ files = [
 [package.dependencies]
 numpy = {version = ">=1.19.0", markers = "python_version >= \"3.9\""}
 
-[[package]]
-name = "boto3"
-version = "1.35.43"
-description = "The AWS SDK for Python"
-optional = false
-python-versions = ">=3.8"
-files = [
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-    {file = "boto3-1.35.43.tar.gz", hash = "sha256:0197f460632804577aa78b2f6daf7b823bffa9d4d67a5cebb179efff0fe9631b"},
-]
-
-[package.dependencies]
-botocore = ">=1.35.43,<1.36.0"
-jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.10.0,<0.11.0"
-
-[package.extras]
-crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
-
-[[package]]
-name = "botocore"
-version = "1.35.43"
-description = "Low-level, data-driven core of boto 3."
-optional = false
-python-versions = ">=3.8"
-files = [
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-
-[package.dependencies]
-jmespath = ">=0.7.1,<2.0.0"
-python-dateutil = ">=2.1,<3.0.0"
-urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
-
-[package.extras]
-crt = ["awscrt (==0.22.0)"]
-
 [[package]]
 name = "bs4"
 version = "0.0.2"
@@ -1244,13 +1206,13 @@ pydantic = ["pydantic (>=1.0.0,<3.0)"]
 
 [[package]]
 name = "cloudpathlib"
-version = "0.19.0"
+version = "0.20.0"
 description = "pathlib-style classes for cloud storage services."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "cloudpathlib-0.20.0-py3-none-any.whl", hash = "sha256:7af3bcefbf73392ae7f31c08b3660ec31607f8c01b7f6262d4d73469a845f641"},
+    {file = "cloudpathlib-0.20.0.tar.gz", hash = "sha256:f6ef7ca409a510f7ba4639ba50ab3fc5b6dee82d6dff0d7f5715fd0c9ab35891"},
 ]
 
 [package.dependencies]
@@ -1275,17 +1237,16 @@ files = [
 
 [[package]]
 name = "cohere"
-version = "5.10.0"
+version = "5.11.1"
 description = ""
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
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+    {file = "cohere-5.11.1.tar.gz", hash = "sha256:821e20593def7796d314be9bcba87e9ecf69dc6ef17172f842447275f8679d0f"},
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 [package.dependencies]
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 fastavro = ">=1.9.4,<2.0.0"
 httpx = ">=0.21.2"
 httpx-sse = "0.4.0"
@@ -1297,6 +1258,9 @@ tokenizers = ">=0.15,<1"
 types-requests = ">=2.0.0,<3.0.0"
 typing_extensions = ">=4.0.0"
 
+[package.extras]
+aws = ["boto3 (>=1.34.0,<2.0.0)", "sagemaker (>=2.232.1,<3.0.0)"]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -1448,73 +1412,73 @@ requests = "*"
 
 [[package]]
 name = "coverage"
-version = "7.6.3"
+version = "7.6.4"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
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 [package.extras]
@@ -1578,38 +1542,38 @@ pytz = "*"
 
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 optional = false
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 [[package]]
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 [[package]]
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 version = "1.4.2"
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 name = "markupsafe"
-version = "3.0.1"
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 python-versions = ">=3.9"
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 polars = ["polars (>=0.20.3)"]
 pyarrow = ["pyarrow (>=11.0.0)"]
 
-[[package]]
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 [[package]]
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 [[package]]
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 ]
 
 [[package]]
@@ -6727,22 +6673,22 @@ type = ["mypy (>=1.11.2)"]
 
 [[package]]
 name = "playwright"
-version = "1.47.0"
+version = "1.48.0"
 description = "A high-level API to automate web browsers"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-greenlet = "3.0.3"
+greenlet = "3.1.1"
 pyee = "12.0.0"
 
 [[package]]
@@ -6898,13 +6844,13 @@ test = ["coverage", "django", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)"
 
 [[package]]
 name = "prediction-market-agent-tooling"
-version = "0.52.2"
+version = "0.54.0"
 description = "Tools to benchmark, deploy and monitor prediction market agents."
 optional = false
 python-versions = "<3.12,>=3.10"
 files = [
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 ]
 
 [package.dependencies]
@@ -6978,7 +6924,7 @@ matplotlib = "^3.8.3"
 memory-profiler = "^0.61.0"
 openai = "^1.10.0"
 pandas = "^2.1.1"
-prediction-market-agent-tooling = {version = ">=0.48.3,<1", extras = ["google", "langchain"]}
+prediction-market-agent-tooling = {version = ">=0.54.0,<1", extras = ["google", "langchain"]}
 pyautogen = "^0.2.19"
 pysqlite3-binary = {version = "^0.5.2.post3", markers = "sys_platform == \"linux\""}
 python-dateutil = "^2.9.0.post0"
@@ -6998,8 +6944,8 @@ watchdog = "^3.0.0"
 [package.source]
 type = "git"
 url = "https://github.com/agentcoinorg/predictionprophet.git"
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-resolved_reference = "63fe84e5c00a992d59f44fe240a3d99debfc703c"
+reference = "69b3ab619b25eab5890e58d5dc65be3aadf5bb65"
+resolved_reference = "69b3ab619b25eab5890e58d5dc65be3aadf5bb65"
 
 [[package]]
 name = "preshed"
@@ -8356,23 +8302,6 @@ urllib3 = ">=1.26.14,<3"
 fastembed = ["fastembed (==0.3.6)"]
 fastembed-gpu = ["fastembed-gpu (==0.3.6)"]
 
-[[package]]
-name = "rank-bm25"
-version = "0.2.2"
-description = "Various BM25 algorithms for document ranking"
-optional = false
-python-versions = "*"
-files = [
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-[package.dependencies]
-numpy = "*"
-
-[package.extras]
-dev = ["pytest"]
-
 [[package]]
 name = "rapidfuzz"
 version = "3.10.0"
@@ -8699,23 +8628,6 @@ files = [
 [package.dependencies]
 pyasn1 = ">=0.1.3"
 
-[[package]]
-name = "s3transfer"
-version = "0.10.3"
-description = "An Amazon S3 Transfer Manager"
-optional = false
-python-versions = ">=3.8"
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-
-[package.extras]
-crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
-
 [[package]]
 name = "safe-cli"
 version = "1.2.1"
@@ -11032,93 +10944,93 @@ test = ["pytest"]
 
 [[package]]
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+version = "1.15.5"
 description = "Yet another URL library"
 optional = false
 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -11148,4 +11060,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = "~3.10.0"
-content-hash = "149b7bddb84906e072689dd44b5739729540a5f3ac843c789928986ac4028435"
+content-hash = "0884987984a697eb8ab2628ddcb9b8029c1a256200e674a30dbb4295edb8d5b4"
diff --git a/prediction_market_agent/agents/microchain_agent/market_functions.py b/prediction_market_agent/agents/microchain_agent/market_functions.py
index 9d505a9..21b2c74 100644
--- a/prediction_market_agent/agents/microchain_agent/market_functions.py
+++ b/prediction_market_agent/agents/microchain_agent/market_functions.py
@@ -16,9 +16,7 @@
 from prediction_market_agent_tooling.tools.betting_strategies.kelly_criterion import (
     get_kelly_bet_simplified,
 )
-from prediction_market_agent_tooling.tools.tavily_storage.tavily_models import (
-    TavilyStorage,
-)
+from prediction_market_agent_tooling.tools.tavily.tavily_storage import TavilyStorage
 from prediction_market_agent_tooling.tools.utils import utcnow
 
 from prediction_market_agent.agents.microchain_agent.utils import (
diff --git a/prediction_market_agent/agents/prophet_agent/deploy.py b/prediction_market_agent/agents/prophet_agent/deploy.py
index ef8c252..2b5f07b 100644
--- a/prediction_market_agent/agents/prophet_agent/deploy.py
+++ b/prediction_market_agent/agents/prophet_agent/deploy.py
@@ -6,9 +6,7 @@
 from prediction_market_agent_tooling.loggers import logger
 from prediction_market_agent_tooling.markets.agent_market import AgentMarket
 from prediction_market_agent_tooling.markets.data_models import ProbabilisticAnswer
-from prediction_market_agent_tooling.tools.tavily_storage.tavily_models import (
-    TavilyStorage,
-)
+from prediction_market_agent_tooling.tools.tavily.tavily_storage import TavilyStorage
 from prediction_prophet.benchmark.agents import (
     EmbeddingModel,
     OlasAgent,
diff --git a/prediction_market_agent/agents/think_thoroughly_agent/think_thoroughly_agent.py b/prediction_market_agent/agents/think_thoroughly_agent/think_thoroughly_agent.py
index 4cacd32..6f54f35 100644
--- a/prediction_market_agent/agents/think_thoroughly_agent/think_thoroughly_agent.py
+++ b/prediction_market_agent/agents/think_thoroughly_agent/think_thoroughly_agent.py
@@ -23,9 +23,7 @@
 )
 from prediction_market_agent_tooling.tools.langfuse_ import langfuse_context, observe
 from prediction_market_agent_tooling.tools.parallelism import par_generator, par_map
-from prediction_market_agent_tooling.tools.tavily_storage.tavily_models import (
-    TavilyStorage,
-)
+from prediction_market_agent_tooling.tools.tavily.tavily_storage import TavilyStorage
 from prediction_market_agent_tooling.tools.utils import (
     LLM_SUPER_LOW_TEMPERATURE,
     DatetimeUTC,
diff --git a/prediction_market_agent/tools/prediction_prophet/research.py b/prediction_market_agent/tools/prediction_prophet/research.py
index 293b88e..828ba7f 100644
--- a/prediction_market_agent/tools/prediction_prophet/research.py
+++ b/prediction_market_agent/tools/prediction_prophet/research.py
@@ -1,7 +1,5 @@
 from prediction_market_agent_tooling.loggers import logger
-from prediction_market_agent_tooling.tools.tavily_storage.tavily_models import (
-    TavilyStorage,
-)
+from prediction_market_agent_tooling.tools.tavily.tavily_storage import TavilyStorage
 from prediction_prophet.benchmark.agents import (  # noqa: F401 # Just to make it available for the user of research.
     _make_prediction as prophet_make_prediction,
 )
diff --git a/pyproject.toml b/pyproject.toml
index fcdc46c..440224f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -35,7 +35,7 @@ poetry = "^1.7.1"
 poetry-plugin-export = "^1.6.0"
 functions-framework = "^3.5.0"
 cron-validator = "^1.0.8"
-prediction-market-agent-tooling = { version = "^0.52.2", extras = ["langchain", "google"] }
+prediction-market-agent-tooling = { version = "^0.54.0", extras = ["langchain", "google"] }
 pydantic-settings = "^2.1.0"
 autoflake = "^2.2.1"
 isort = "^5.13.2"
@@ -52,7 +52,7 @@ tweepy = "^4.14.0"
 langchain-pinecone = "^0.1.1"
 pinatapy-vourhey = "^0.2.0"
 plotly = "^5.22.0"
-prediction-prophet = { git = "https://github.com/agentcoinorg/predictionprophet.git", rev = "63fe84e5c00a992d59f44fe240a3d99debfc703c" }
+prediction-prophet = { git = "https://github.com/agentcoinorg/predictionprophet.git", rev = "69b3ab619b25eab5890e58d5dc65be3aadf5bb65" }
 transformers = "^4.43.3"
 openfactverification-kongzii = "^0.2.0"