diff --git a/poetry.lock b/poetry.lock
index 84bfbc9..5852807 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -246,13 +246,13 @@ tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "backoff"
-version = "2.2.1"
+version = "1.11.1"
 description = "Function decoration for backoff and retry"
 optional = false
-python-versions = ">=3.7,<4.0"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
-    {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
-    {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
+    {file = "backoff-1.11.1-py2.py3-none-any.whl", hash = "sha256:61928f8fa48d52e4faa81875eecf308eccfb1016b018bb6bd21e05b5d90a96c5"},
+    {file = "backoff-1.11.1.tar.gz", hash = "sha256:ccb962a2378418c667b3c979b504fdeb7d9e0d29c0579e3b13b86467177728cb"},
 ]
 
 [[package]]
@@ -602,13 +602,13 @@ files = [
 
 [[package]]
 name = "cachetools"
-version = "5.3.3"
+version = "5.4.0"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "cachetools-5.3.3.tar.gz", hash = "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"},
+    {file = "cachetools-5.4.0-py3-none-any.whl", hash = "sha256:3ae3b49a3d5e28a77a0be2b37dbcb89005058959cb2323858c2657c4a8cab474"},
+    {file = "cachetools-5.4.0.tar.gz", hash = "sha256:b8adc2e7c07f105ced7bc56dbb6dfbe7c4a00acce20e2227b3f355be89bc6827"},
 ]
 
 [[package]]
@@ -624,13 +624,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2024.6.2"
+version = "2024.7.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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-    {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"},
+    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
+    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
 ]
 
 [[package]]
@@ -771,13 +771,13 @@ numpy = "*"
 
 [[package]]
 name = "chromadb"
-version = "0.4.22"
+version = "0.4.24"
 description = "Chroma."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "chromadb-0.4.22-py3-none-any.whl", hash = "sha256:ad210b27b4cda2f09d15adc9c83c81bfa66b69f39648a27b637306e40de0680d"},
-    {file = "chromadb-0.4.22.tar.gz", hash = "sha256:c793149e1c2bbbb52d77602c6c0594c5752f04cd9be12619250ddad2082af27a"},
+    {file = "chromadb-0.4.24-py3-none-any.whl", hash = "sha256:3a08e237a4ad28b5d176685bd22429a03717fe09d35022fb230d516108da01da"},
+    {file = "chromadb-0.4.24.tar.gz", hash = "sha256:a5c80b4e4ad9b236ed2d4899a5b9e8002b489293f2881cb2cadab5b199ee1c72"},
 ]
 
 [package.dependencies]
@@ -795,6 +795,7 @@ opentelemetry-api = ">=1.2.0"
 opentelemetry-exporter-otlp-proto-grpc = ">=1.2.0"
 opentelemetry-instrumentation-fastapi = ">=0.41b0"
 opentelemetry-sdk = ">=1.2.0"
+orjson = ">=3.9.12"
 overrides = ">=7.3.1"
 posthog = ">=2.4.0"
 pulsar-client = ">=3.1.0"
@@ -1558,13 +1559,13 @@ test = ["hypothesis (>=4.43.0)", "mypy (==0.971)", "pytest (>=7.0.0)", "pytest-x
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.1"
+version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "exceptiongroup-1.2.1.tar.gz", hash = "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"},
+    {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
+    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
 ]
 
 [package.extras]
@@ -1677,53 +1678,53 @@ files = [
 
 [[package]]
 name = "fonttools"
-version = "4.53.0"
+version = "4.53.1"
 description = "Tools to manipulate font files"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
@@ -1961,13 +1962,13 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.31.0"
+version = "2.32.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1999,13 +2000,13 @@ httplib2 = ">=0.19.0"
 
 [[package]]
 name = "google-cloud-functions"
-version = "1.16.3"
+version = "1.16.4"
 description = "Google Cloud Functions API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -2013,17 +2014,17 @@ google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extr
 google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
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 proto-plus = ">=1.22.3,<2.0.0dev"
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 [[package]]
 name = "google-cloud-resource-manager"
-version = "1.12.3"
+version = "1.12.4"
 description = "Google Cloud Resource Manager API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -2031,17 +2032,17 @@ google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extr
 google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
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 [[package]]
 name = "google-cloud-secret-manager"
-version = "2.20.0"
+version = "2.20.1"
 description = "Google Cloud Secret Manager API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -2049,7 +2050,7 @@ google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extr
 google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
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 [[package]]
 name = "googleapis-common-protos"
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 [[package]]
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 python-versions = ">=3.8"
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 [package.extras]
-protobuf = ["grpcio-tools (>=1.64.1)"]
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 [[package]]
 name = "grpcio-status"
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+version = "1.65.1"
 description = "Status proto mapping for gRPC"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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-grpcio = ">=1.62.2"
-protobuf = ">=4.21.6"
+grpcio = ">=1.65.1"
+protobuf = ">=5.26.1,<6.0dev"
 
 [[package]]
 name = "gunicorn"
@@ -2415,13 +2416,13 @@ socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.23.4"
+version = "0.23.5"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -2608,13 +2609,13 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.22.0"
+version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2625,7 +2626,7 @@ rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
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+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
 name = "jsonschema-specifications"
@@ -2782,126 +2783,99 @@ adal = ["adal (>=1.0.2)"]
 
 [[package]]
 name = "langchain"
-version = "0.1.16"
+version = "0.2.9"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
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-langchain-core = ">=0.1.42,<0.2.0"
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 pydantic = ">=1,<3"
 PyYAML = ">=5.3"
 requests = ">=2,<3"
 SQLAlchemy = ">=1.4,<3"
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+tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-community"
-version = "0.0.32"
+version = "0.2.7"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 requests = ">=2,<3"
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 [[package]]
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 optional = false
 python-versions = "<4.0,>=3.8.1"
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-[package.extras]
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 [[package]]
 name = "langcodes"
@@ -2923,16 +2897,17 @@ test = ["pytest", "pytest-cov"]
 
 [[package]]
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@@ -2947,13 +2922,13 @@ openai = ["openai (>=0.27.8)"]
 
 [[package]]
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@@ -3323,40 +3298,40 @@ tests = ["pytest", "pytz", "simplejson"]
 
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 [package.dependencies]
@@ -3822,13 +3797,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.35.7"
+version = "1.35.14"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -3858,39 +3833,27 @@ files = [
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 importlib-metadata = ">=6.0,<=7.1"
 
-[[package]]
-name = "opentelemetry-exporter-otlp-proto-common"
-version = "1.25.0"
-description = "OpenTelemetry Protobuf encoding"
-optional = false
-python-versions = ">=3.8"
-files = [
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-
-[package.dependencies]
-opentelemetry-proto = "1.25.0"
-
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.25.0"
+version = "1.11.1"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.6"
 files = [
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 [package.dependencies]
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 googleapis-common-protos = ">=1.52,<2.0"
 grpcio = ">=1.0.0,<2.0.0"
-opentelemetry-api = ">=1.15,<2.0"
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-opentelemetry-proto = "1.25.0"
-opentelemetry-sdk = ">=1.25.0,<1.26.0"
+opentelemetry-api = ">=1.3,<2.0"
+opentelemetry-proto = "1.11.1"
+opentelemetry-sdk = ">=1.11,<2.0"
+
+[package.extras]
+test = ["pytest-grpc"]
 
 [[package]]
 name = "opentelemetry-instrumentation"
@@ -3952,17 +3915,17 @@ instruments = ["fastapi (>=0.58,<1.0)"]
 
 [[package]]
 name = "opentelemetry-proto"
-version = "1.25.0"
+version = "1.11.1"
 description = "OpenTelemetry Python Proto"
 optional = false
-python-versions = ">=3.8"
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 files = [
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 ]
 
 [package.dependencies]
-protobuf = ">=3.19,<5.0"
+protobuf = ">=3.13.0"
 
 [[package]]
 name = "opentelemetry-sdk"
@@ -4007,57 +3970,62 @@ files = [
 
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 [[package]]
@@ -4335,13 +4303,13 @@ test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint"
 
 [[package]]
 name = "prediction-market-agent-tooling"
-version = "0.40.0"
+version = "0.43.2"
 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]
@@ -4356,9 +4324,9 @@ google-cloud-functions = ">=1.16.0,<2.0.0"
 google-cloud-resource-manager = ">=1.12.0,<2.0.0"
 google-cloud-secret-manager = ">=2.18.2,<3.0.0"
 isort = ">=5.13.2,<6.0.0"
-langchain = {version = ">=0.1.9,<0.2.0", optional = true, markers = "extra == \"langchain\""}
+langchain = {version = ">=0.2.6,<0.3.0", optional = true, markers = "extra == \"langchain\""}
 langchain-community = ">=0.0.19"
-langchain-openai = {version = ">=0.0.5,<0.0.6", optional = true, markers = "extra == \"langchain\""}
+langchain-openai = {version = ">=0.1.0,<0.2.0", optional = true, markers = "extra == \"langchain\""}
 langfuse = ">=2.27.1,<3.0.0"
 loguru = ">=0.7.2,<0.8.0"
 numpy = ">=1.26.4,<2.0.0"
@@ -4379,7 +4347,7 @@ web3 = ">=6.15.1,<7.0.0"
 
 [package.extras]
 google = ["google-api-python-client (==2.95.0)"]
-langchain = ["langchain (>=0.1.9,<0.2.0)", "langchain-openai (>=0.0.5,<0.0.6)"]
+langchain = ["langchain (>=0.2.6,<0.3.0)", "langchain-openai (>=0.1.0,<0.2.0)"]
 openai = ["openai (>=1.0.0,<2.0.0)"]
 
 [[package]]
@@ -4393,23 +4361,23 @@ develop = false
 
 [package.dependencies]
 beautifulsoup4 = "^4.12.3"
-chromadb = "0.4.22"
+chromadb = "0.4.24"
 click = "^8.0.2"
 en_core_web_md = {url = "https://github.com/explosion/spacy-models/releases/download/en_core_web_md-3.7.1/en_core_web_md-3.7.1-py3-none-any.whl"}
 google-api-python-client = "2.95.0"
 joblib = "^1.3.2"
-langchain = "^0.1.9"
-langchain-community = "^0.0.32"
-langchain-openai = "^0.0.5"
+langchain = "^0.2.6"
+langchain-community = "^0.2.6"
+langchain-openai = "^0.1.0"
 markdownify = "0.11.6"
 matplotlib = "^3.8.3"
 memory-profiler = "^0.61.0"
 openai = "^1.10.0"
 pandas = "2.1.1"
-prediction-market-agent-tooling = {version = "^0.40.0", extras = ["google", "langchain"]}
+prediction-market-agent-tooling = {version = ">=0.43.0,<1", extras = ["google", "langchain"]}
 pyautogen = "^0.2.19"
 pysqlite3-binary = {version = "^0.5.2.post3", markers = "sys_platform == \"linux\""}
-pytest = "^8.0.0"
+python-dateutil = "^2.9.0.post0"
 scikit-learn = "^1.4.0"
 scipy = "^1.12.0"
 spacy = "3.7.5"
@@ -4417,17 +4385,17 @@ streamlit = "^1.30.0"
 tabulate = "^0.9.0"
 tavily-python = "^0.3.0"
 tenacity = "^8.2.3"
-tiktoken = "0.5.2"
+tiktoken = "^0.7.0"
 typer = ">=0.9.0,<1.0.0"
-types-python-dateutil = "^2.8.19.20240106"
+types-python-dateutil = "^2.9.0"
 types-requests = "^2.31.0.20240125"
 watchdog = "^3.0.0"
 
 [package.source]
 type = "git"
-url = "https://github.com/polywrap/predictionprophet"
-reference = "87a5bf0392d153611b89cf3400c11e4cc89bde84"
-resolved_reference = "87a5bf0392d153611b89cf3400c11e4cc89bde84"
+url = "https://github.com/agentcoinorg/predictionprophet"
+reference = "ba98871b7fc25519784ce580d901a4d6e17e2ecd"
+resolved_reference = "ba98871b7fc25519784ce580d901a4d6e17e2ecd"
 
 [[package]]
 name = "preshed"
@@ -4508,22 +4476,22 @@ testing = ["google-api-core (>=1.31.5)"]
 
 [[package]]
 name = "protobuf"
-version = "4.25.3"
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 description = ""
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [[package]]
@@ -4656,52 +4624,42 @@ test = ["factory-boy (>=3.0.0)", "hypothesis (>=6,<7)", "pytest (>=7.0.0)", "pyt
 
 [[package]]
 name = "pyarrow"
-version = "16.1.0"
+version = "17.0.0"
 description = "Python library for Apache Arrow"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
 numpy = ">=1.16.6"
 
+[package.extras]
+test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
+
 [[package]]
 name = "pyasn1"
 version = "0.6.0"
@@ -4729,13 +4687,13 @@ pyasn1 = ">=0.4.6,<0.7.0"
 
 [[package]]
 name = "pyautogen"
-version = "0.2.31"
+version = "0.2.32"
 description = "Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework"
 optional = false
 python-versions = "<3.13,>=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -4754,9 +4712,11 @@ tiktoken = "*"
 anthropic = ["anthropic (>=0.23.1)"]
 autobuild = ["chromadb", "huggingface-hub", "pysqlite3", "sentence-transformers"]
 blendsearch = ["flaml[blendsearch]"]
+cohere = ["cohere (>=5.5.8)"]
 cosmosdb = ["azure-cosmos (>=4.2.0)"]
 gemini = ["google-auth", "google-cloud-aiplatform", "google-generativeai (>=0.5,<1)", "pillow", "pydantic"]
 graph = ["matplotlib", "networkx"]
+groq = ["groq (>=0.9.0)"]
 jupyter-executor = ["ipykernel (>=6.29.0)", "jupyter-client (>=8.6.0)", "jupyter-kernel-gateway", "requests", "websocket-client"]
 lmm = ["pillow", "replicate"]
 long-context = ["llmlingua (<0.3)"]
@@ -4765,7 +4725,7 @@ mistral = ["mistralai (>=0.2.0)"]
 redis = ["redis"]
 retrievechat = ["beautifulsoup4", "chromadb", "ipython", "markdownify", "protobuf (==4.25.3)", "pypdf", "sentence-transformers"]
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+retrievechat-qdrant = ["beautifulsoup4", "chromadb", "fastembed (>=0.3.1)", "ipython", "markdownify", "protobuf (==4.25.3)", "pypdf", "qdrant-client", "sentence-transformers"]
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 test = ["ipykernel", "nbconvert", "nbformat", "pandas", "pre-commit", "pytest (>=6.1.1,<8)", "pytest-asyncio", "pytest-cov (>=5)"]
 together = ["together (>=1.2)"]
@@ -4816,18 +4776,18 @@ files = [
 
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+version = "2.8.2"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
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+pydantic-core = "2.20.1"
 typing-extensions = {version = ">=4.6.1", markers = "python_version < \"3.13\""}
 
 [package.extras]
@@ -4835,99 +4795,100 @@ email = ["email-validator (>=2.0.0)"]
 
 [[package]]
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+version = "2.20.1"
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 [package.dependencies]
@@ -5626,8 +5587,8 @@ threadpoolctl = ">=3.1.0"
 
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@@ -5677,18 +5638,19 @@ test = ["Cython", "array-api-strict", "asv", "gmpy2", "hypothesis (>=6.30)", "me
 
 [[package]]
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 python-versions = ">=3.8"
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 [[package]]
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@@ -6089,17 +6051,20 @@ plotly = ["plotly (>=5.14.1,<6.0.0)"]
 
 [[package]]
 name = "sympy"
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+version = "1.13.0"
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+[package.extras]
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 [[package]]
 name = "tabulate"
@@ -6117,28 +6082,29 @@ widechars = ["wcwidth"]
 
 [[package]]
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+    {file = "tavily_python-0.3.5.tar.gz", hash = "sha256:415db6e98d9f03f0879c33bd3d0d3d766f2c1333fc7559fdce82cc8514a7127b"},
 ]
 
 [package.dependencies]
+httpx = "*"
 requests = "*"
-tiktoken = ">=0.5.2,<1"
+tiktoken = ">=0.5.1"
 
 [[package]]
 name = "tenacity"
-version = "8.4.2"
+version = "8.5.0"
 description = "Retry code until it succeeds"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "tenacity-8.4.2-py3-none-any.whl", hash = "sha256:9e6f7cf7da729125c7437222f8a522279751cdfbe6b67bfe64f75d3a348661b2"},
-    {file = "tenacity-8.4.2.tar.gz", hash = "sha256:cd80a53a79336edba8489e767f729e4f391c896956b57140b5d7511a64bbd3ef"},
+    {file = "tenacity-8.5.0-py3-none-any.whl", hash = "sha256:b594c2a5945830c267ce6b79a166228323ed52718f30302c1359836112346687"},
+    {file = "tenacity-8.5.0.tar.gz", hash = "sha256:8bc6c0c8a09b31e6cad13c47afbed1a567518250a9a171418582ed8d9c20ca78"},
 ]
 
 [package.extras]
@@ -6241,47 +6207,47 @@ files = [
 
 [[package]]
 name = "tiktoken"
-version = "0.5.2"
+version = "0.7.0"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "tiktoken-0.5.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6092e6e77730929c8c6a51bb0d7cfdf1b72b63c4d033d6258d1f2ee81052e9e5"},
-    {file = "tiktoken-0.5.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:72ad8ae2a747622efae75837abba59be6c15a8f31b4ac3c6156bc56ec7a8e631"},
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-    {file = "tiktoken-0.5.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:3d8c7d2c9313f8e92e987d585ee2ba0f7c40a0de84f4805b093b634f792124f5"},
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-    {file = "tiktoken-0.5.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:01d8b171bb5df4035580bc26d4f5339a6fd58d06f069091899d4a798ea279d3e"},
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-    {file = "tiktoken-0.5.2-cp38-cp38-win_amd64.whl", hash = "sha256:368dd5726d2e8788e47ea04f32e20f72a2012a8a67af5b0b003d1e059f1d30a3"},
-    {file = "tiktoken-0.5.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:a2deef9115b8cd55536c0a02c0203512f8deb2447f41585e6d929a0b878a0dd2"},
-    {file = "tiktoken-0.5.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2ed7d380195affbf886e2f8b92b14edfe13f4768ff5fc8de315adba5b773815e"},
-    {file = "tiktoken-0.5.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c76fce01309c8140ffe15eb34ded2bb94789614b7d1d09e206838fc173776a18"},
-    {file = "tiktoken-0.5.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:60a5654d6a2e2d152637dd9a880b4482267dfc8a86ccf3ab1cec31a8c76bfae8"},
-    {file = "tiktoken-0.5.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:41d4d3228e051b779245a8ddd21d4336f8975563e92375662f42d05a19bdff41"},
-    {file = "tiktoken-0.5.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a5c1cdec2c92fcde8c17a50814b525ae6a88e8e5b02030dc120b76e11db93f13"},
-    {file = "tiktoken-0.5.2-cp39-cp39-win_amd64.whl", hash = "sha256:84ddb36faedb448a50b246e13d1b6ee3437f60b7169b723a4b2abad75e914f3e"},
-    {file = "tiktoken-0.5.2.tar.gz", hash = "sha256:f54c581f134a8ea96ce2023ab221d4d4d81ab614efa0b2fbce926387deb56c80"},
+    {file = "tiktoken-0.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:485f3cc6aba7c6b6ce388ba634fbba656d9ee27f766216f45146beb4ac18b25f"},
+    {file = "tiktoken-0.7.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e54be9a2cd2f6d6ffa3517b064983fb695c9a9d8aa7d574d1ef3c3f931a99225"},
+    {file = "tiktoken-0.7.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79383a6e2c654c6040e5f8506f3750db9ddd71b550c724e673203b4f6b4b4590"},
+    {file = "tiktoken-0.7.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5d4511c52caacf3c4981d1ae2df85908bd31853f33d30b345c8b6830763f769c"},
+    {file = "tiktoken-0.7.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:13c94efacdd3de9aff824a788353aa5749c0faee1fbe3816df365ea450b82311"},
+    {file = "tiktoken-0.7.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8e58c7eb29d2ab35a7a8929cbeea60216a4ccdf42efa8974d8e176d50c9a3df5"},
+    {file = "tiktoken-0.7.0-cp310-cp310-win_amd64.whl", hash = "sha256:21a20c3bd1dd3e55b91c1331bf25f4af522c525e771691adbc9a69336fa7f702"},
+    {file = "tiktoken-0.7.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:10c7674f81e6e350fcbed7c09a65bca9356eaab27fb2dac65a1e440f2bcfe30f"},
+    {file = "tiktoken-0.7.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:084cec29713bc9d4189a937f8a35dbdfa785bd1235a34c1124fe2323821ee93f"},
+    {file = "tiktoken-0.7.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:811229fde1652fedcca7c6dfe76724d0908775b353556d8a71ed74d866f73f7b"},
+    {file = "tiktoken-0.7.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86b6e7dc2e7ad1b3757e8a24597415bafcfb454cebf9a33a01f2e6ba2e663992"},
+    {file = "tiktoken-0.7.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1063c5748be36344c7e18c7913c53e2cca116764c2080177e57d62c7ad4576d1"},
+    {file = "tiktoken-0.7.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:20295d21419bfcca092644f7e2f2138ff947a6eb8cfc732c09cc7d76988d4a89"},
+    {file = "tiktoken-0.7.0-cp311-cp311-win_amd64.whl", hash = "sha256:959d993749b083acc57a317cbc643fb85c014d055b2119b739487288f4e5d1cb"},
+    {file = "tiktoken-0.7.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:71c55d066388c55a9c00f61d2c456a6086673ab7dec22dd739c23f77195b1908"},
+    {file = "tiktoken-0.7.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:09ed925bccaa8043e34c519fbb2f99110bd07c6fd67714793c21ac298e449410"},
+    {file = "tiktoken-0.7.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:03c6c40ff1db0f48a7b4d2dafeae73a5607aacb472fa11f125e7baf9dce73704"},
+    {file = "tiktoken-0.7.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d20b5c6af30e621b4aca094ee61777a44118f52d886dbe4f02b70dfe05c15350"},
+    {file = "tiktoken-0.7.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d427614c3e074004efa2f2411e16c826f9df427d3c70a54725cae860f09e4bf4"},
+    {file = "tiktoken-0.7.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:8c46d7af7b8c6987fac9b9f61041b452afe92eb087d29c9ce54951280f899a97"},
+    {file = "tiktoken-0.7.0-cp312-cp312-win_amd64.whl", hash = "sha256:0bc603c30b9e371e7c4c7935aba02af5994a909fc3c0fe66e7004070858d3f8f"},
+    {file = "tiktoken-0.7.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:2398fecd38c921bcd68418675a6d155fad5f5e14c2e92fcf5fe566fa5485a858"},
+    {file = "tiktoken-0.7.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:8f5f6afb52fb8a7ea1c811e435e4188f2bef81b5e0f7a8635cc79b0eef0193d6"},
+    {file = "tiktoken-0.7.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:861f9ee616766d736be4147abac500732b505bf7013cfaf019b85892637f235e"},
+    {file = "tiktoken-0.7.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:54031f95c6939f6b78122c0aa03a93273a96365103793a22e1793ee86da31685"},
+    {file = "tiktoken-0.7.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:fffdcb319b614cf14f04d02a52e26b1d1ae14a570f90e9b55461a72672f7b13d"},
+    {file = "tiktoken-0.7.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:c72baaeaefa03ff9ba9688624143c858d1f6b755bb85d456d59e529e17234769"},
+    {file = "tiktoken-0.7.0-cp38-cp38-win_amd64.whl", hash = "sha256:131b8aeb043a8f112aad9f46011dced25d62629091e51d9dc1adbf4a1cc6aa98"},
+    {file = "tiktoken-0.7.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:cabc6dc77460df44ec5b879e68692c63551ae4fae7460dd4ff17181df75f1db7"},
+    {file = "tiktoken-0.7.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:8d57f29171255f74c0aeacd0651e29aa47dff6f070cb9f35ebc14c82278f3b25"},
+    {file = "tiktoken-0.7.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2ee92776fdbb3efa02a83f968c19d4997a55c8e9ce7be821ceee04a1d1ee149c"},
+    {file = "tiktoken-0.7.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e215292e99cb41fbc96988ef62ea63bb0ce1e15f2c147a61acc319f8b4cbe5bf"},
+    {file = "tiktoken-0.7.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:8a81bac94769cab437dd3ab0b8a4bc4e0f9cf6835bcaa88de71f39af1791727a"},
+    {file = "tiktoken-0.7.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:d6d73ea93e91d5ca771256dfc9d1d29f5a554b83821a1dc0891987636e0ae226"},
+    {file = "tiktoken-0.7.0-cp39-cp39-win_amd64.whl", hash = "sha256:2bcb28ddf79ffa424f171dfeef9a4daff61a94c631ca6813f43967cb263b83b9"},
+    {file = "tiktoken-0.7.0.tar.gz", hash = "sha256:1077266e949c24e0291f6c350433c6f0971365ece2b173a23bc3b9f9defef6b6"},
 ]
 
 [package.dependencies]
@@ -6549,13 +6515,13 @@ files = [
 
 [[package]]
 name = "types-requests"
-version = "2.32.0.20240622"
+version = "2.32.0.20240712"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-requests-2.32.0.20240622.tar.gz", hash = "sha256:ed5e8a412fcc39159d6319385c009d642845f250c63902718f605cd90faade31"},
-    {file = "types_requests-2.32.0.20240622-py3-none-any.whl", hash = "sha256:97bac6b54b5bd4cf91d407e62f0932a74821bc2211f22116d9ee1dd643826caf"},
+    {file = "types-requests-2.32.0.20240712.tar.gz", hash = "sha256:90c079ff05e549f6bf50e02e910210b98b8ff1ebdd18e19c873cd237737c1358"},
+    {file = "types_requests-2.32.0.20240712-py3-none-any.whl", hash = "sha256:f754283e152c752e46e70942fa2a146b5bc70393522257bb85bd1ef7e019dcc3"},
 ]
 
 [package.dependencies]
@@ -7231,4 +7197,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 [metadata]
 lock-version = "2.0"
 python-versions = "~3.10.0"
-content-hash = "6f934fb32bee313ba54fbb12cacf8d8137b8a36fb4f5b88ea2d126fb12d2c707"
+content-hash = "e23cc1af65bdd2df14532b3572e133434a35a63e0e23ad131a5c8c8860fa1523"
diff --git a/predictionprophet_deployment/agents/prophet_agent/deploy.py b/predictionprophet_deployment/agents/prophet_agent/deploy.py
index d81c1ad..98344ef 100644
--- a/predictionprophet_deployment/agents/prophet_agent/deploy.py
+++ b/predictionprophet_deployment/agents/prophet_agent/deploy.py
@@ -1,8 +1,4 @@
-import typing as t
-from datetime import timedelta
-
 from prediction_market_agent_tooling.benchmark.agents import AbstractBenchmarkedAgent
-from prediction_market_agent_tooling.config import APIKeys
 from prediction_market_agent_tooling.deploy.agent import (
     Answer,
     BetAmount,
@@ -11,25 +7,16 @@
 from prediction_market_agent_tooling.gtypes import Probability
 from prediction_market_agent_tooling.loggers import logger
 from prediction_market_agent_tooling.markets.agent_market import AgentMarket
-from prediction_market_agent_tooling.markets.manifold.api import (
-    get_authenticated_user,
-    get_manifold_bets,
-    get_manifold_market,
-)
 from prediction_market_agent_tooling.markets.manifold.manifold import (
     ManifoldAgentMarket,
 )
 from prediction_market_agent_tooling.markets.omen.omen import OmenAgentMarket
-from prediction_market_agent_tooling.markets.omen.omen_subgraph_handler import (
-    OmenSubgraphHandler,
-)
 from prediction_market_agent_tooling.tools.betting_strategies.stretch_bet_between import (
     stretch_bet_between,
 )
 from prediction_market_agent_tooling.tools.utils import (
     prob_uncertainty,
     should_not_happen,
-    utcnow,
 )
 from prediction_prophet.benchmark.agents import (
     EmbeddingModel,
@@ -40,51 +27,7 @@
 
 class DeployableTraderAgentER(DeployableTraderAgent):
     agent: AbstractBenchmarkedAgent
-    max_markets_per_run = 5
-
-    def recently_betted(self, market: AgentMarket) -> bool:
-        start_time = utcnow() - timedelta(hours=24)
-        keys = APIKeys()
-        recently_betted_questions = (
-            set(
-                get_manifold_market(b.contractId).question
-                for b in get_manifold_bets(
-                    user_id=get_authenticated_user(
-                        keys.manifold_api_key.get_secret_value()
-                    ).id,
-                    start_time=start_time,
-                    end_time=None,
-                )
-            )
-            if isinstance(market, ManifoldAgentMarket)
-            else (
-                set(
-                    b.title
-                    for b in OmenSubgraphHandler().get_bets(
-                        better_address=keys.bet_from_address,
-                        start_time=start_time,
-                    )
-                )
-                if isinstance(market, OmenAgentMarket)
-                else should_not_happen(f"Uknown market: {market}")
-            )
-        )
-        return market.question in recently_betted_questions
-
-    def pick_markets(self, markets: t.Sequence[AgentMarket]) -> t.Sequence[AgentMarket]:
-        picked_markets: list[AgentMarket] = []
-        for market in markets:
-            logger.info(f"Looking if we recently bet on '{market.question}'.")
-            if self.recently_betted(market):
-                logger.info("Recently betted, skipping.")
-                continue
-            logger.info(f"Verifying market predictability for '{market.question}'.")
-            if self.agent.is_predictable(market.question):
-                logger.info(f"Market '{market.question}' is predictable.")
-                picked_markets.append(market)
-            if len(picked_markets) >= self.max_markets_per_run:
-                break
-        return picked_markets
+    bet_on_n_markets_per_run = 5
 
     def calculate_bet_amount(self, answer: Answer, market: AgentMarket) -> BetAmount:
         amount: float
@@ -140,13 +83,13 @@ class DeployablePredictionProphetGPT3Agent(DeployableTraderAgentER):
 class DeployablePredictionProphetGPT4TurboPreviewAgent(DeployableTraderAgentER):
     agent = PredictionProphetAgent(model="gpt-4-0125-preview")
     # Limit to just 1, because so far it seems that 20x higher costs aren't justified by the prediction performance.
-    max_markets_per_run = 1
+    bet_on_n_markets_per_run = 1
 
 
 class DeployablePredictionProphetGPT4TurboFinalAgent(DeployableTraderAgentER):
     agent = PredictionProphetAgent(model="gpt-4-turbo-2024-04-09")
     # Limit to just 1, because so far it seems that 20x higher costs aren't justified by the prediction performance.
-    max_markets_per_run = 1
+    bet_on_n_markets_per_run = 1
 
 
 class DeployableOlasEmbeddingOAAgent(DeployableTraderAgentER):
diff --git a/pyproject.toml b/pyproject.toml
index 901334d..6b8862d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,7 +13,10 @@ types-requests = "^2.31.0.20240106"
 black = "^23.12.1"
 autoflake = "^2.2.1"
 isort = "^5.13.2"
-prediction-prophet = {git = "https://github.com/polywrap/predictionprophet", rev = "87a5bf0392d153611b89cf3400c11e4cc89bde84"}
+# Prediction Prophet is now loosely constrained for `prediction-market-agent-tooling = { version = ">=0.43.0,<1", extras = ["langchain", "google"] }`,
+# so unless there are breaking changes, it's enough to update PMAT here.
+prediction-market-agent-tooling = { version = "^0.43.2", extras = ["langchain", "google"] }
+prediction-prophet = {git = "https://github.com/agentcoinorg/predictionprophet", rev = "ba98871b7fc25519784ce580d901a4d6e17e2ecd"}
 
 [build-system]
 requires = ["poetry-core"]