diff --git a/.github/workflows/generate-docs.yml b/.github/workflows/generate-docs.yml
deleted file mode 100644
index 9c6952e6e..000000000
--- a/.github/workflows/generate-docs.yml
+++ /dev/null
@@ -1,97 +0,0 @@
-name: Generate docs on merge to dev
-run-name: ${{ github.actor }} is generating documentation
-
-# TODO: This is currently not working. Need to fix it
-on:
-  push:
-    branches:
-      - "dev"
-      - "main"
-
-jobs:
-  Generate-Docs-For-TS-SDK:
-    runs-on: ubuntu-latest
-
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: Use Node.js
-        uses: actions/setup-node@v4
-        with:
-          node-version: "20.x"
-
-      - name: Cache npm dependencies
-        uses: actions/cache@v4
-        with:
-          path: sdks/ts/node_modules
-          key: ${{ runner.os }}-sdks-ts-npm-${{ hashFiles('sdks/ts/package-lock.json') }}
-          restore-keys: |
-            ${{ runner.os }}-sdks-ts-npm-
-
-      - name: Install npm dependencies
-        run: |
-          cd sdks/ts
-          npm ci
-
-      - name: Generate docs
-        run: |
-          cd sdks/ts
-          npm run generate-docs
-
-      - uses: stefanzweifel/git-auto-commit-action@v4
-        with:
-          commit_message: "doc(sdks/ts): Generate docs for sdks/ts (CI)"
-          branch: ${{ github.head_ref }}
-
-  Generate-Docs-For-Python-SDK:
-    runs-on: ubuntu-latest
-
-    steps:
-      - uses: actions/checkout@v4
-
-      - uses: actions/setup-python@v5
-        with:
-          python-version: "3.10"
-
-      - name: Install and configure Poetry
-        uses: snok/install-poetry@v1
-
-      - name: Configure Poetry to use .venv
-        run: |
-          cd sdks/python
-          poetry config virtualenvs.in-project true
-
-      - name: Cache Poetry virtualenv
-        uses: actions/cache@v4
-        with:
-          path: sdks/python/.venv
-          key: ${{ runner.os }}-sdks-python-poetry-${{ hashFiles('sdks/python/poetry.lock') }}
-          restore-keys: |
-            ${{ runner.os }}-sdks-python-poetry-
-
-      - name: Cache pytype
-        uses: actions/cache@v4
-        with:
-          path: sdks/python/.pytype
-          key: ${{ runner.os }}-sdks-python-pytype-${{ hashFiles('sdks/python/**/*.py') }}
-          restore-keys: |
-            ${{ runner.os }}-sdks-python-pytype-
-
-      - name: Install dependencies
-        run: |
-          cd sdks/python
-          poetry install
-
-      - name: Generate docs
-        run: |
-          cd sdks/python
-          poetry run poe doc
-
-      - uses: stefanzweifel/git-auto-commit-action@v4
-        with:
-          commit_message: "doc(sdks/python): Generate docs for sdks/python (CI)"
-          branch: ${{ github.head_ref }}
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}
-  cancel-in-progress: true
diff --git a/.github/workflows/lint-and-format.yml b/.github/workflows/lint-and-format.yml
index 27cfa2d9e..65e4983c4 100644
--- a/.github/workflows/lint-and-format.yml
+++ b/.github/workflows/lint-and-format.yml
@@ -1,4 +1,4 @@
-name: Lint and typecheck APIs and SDKs
+name: Lint and typecheck agents-api
 run-name: ${{ github.actor }} is linting and typechecking the code
 
 # TODO: Fix CI github actions
@@ -10,99 +10,61 @@ jobs:
   Lint-And-Format:
     runs-on: ubuntu-latest
 
-    strategy:
-      matrix:
-        directory: [agents-api, sdks/python]
-
     steps:
       - uses: actions/checkout@v4
 
       - uses: actions/setup-python@v5
         with:
-          python-version: "3.10"
+          python-version: "3.12"
 
       - name: Install and configure Poetry
         uses: snok/install-poetry@v1
 
       - name: Configure Poetry to use .venv
         run: |
-          cd ${{ matrix.directory }}
+          cd agents-api
           poetry config virtualenvs.in-project true
 
       - name: Cache Poetry virtualenv
         uses: actions/cache@v4
         with:
-          path: ${{ matrix.directory }}/.venv
-          key: ${{ runner.os }}-${{ matrix.directory }}-poetry-${{ hashFiles(format('{0}/poetry.lock', matrix.directory)) }}
+          path: agents-api/.venv
+          key: ${{ runner.os }}-agents-api-poetry-${{ hashFiles('agents-api/poetry.lock') }}
           restore-keys: |
-            ${{ runner.os }}-${{ matrix.directory }}-poetry-
+            ${{ runner.os }}-agents-api-poetry-
 
       - name: Cache pytype
         uses: actions/cache@v4
         with:
-          path: ${{ matrix.directory }}/.pytype
-          key: ${{ runner.os }}-${{ matrix.directory }}-pytype-${{ hashFiles(format('{0}/**/*.py', matrix.directory)) }}
+          path: agents-api/.pytype
+          key: ${{ runner.os }}-agents-api-pytype-${{ hashFiles('agents-api/**/*.py') }}
           restore-keys: |
-            ${{ runner.os }}-${{ matrix.directory }}-pytype-
+            ${{ runner.os }}-agents-api-pytype-
 
       - name: Install dependencies
         run: |
-          cd ${{ matrix.directory }}
+          cd agents-api
           poetry install
 
-      - name: Lint and format
-        run: |
-          cd ${{ matrix.directory }}
-          poetry run poe format
-          poetry run poe lint
-
       - name: Typecheck
         run: |
-          cd ${{ matrix.directory }}
+          cd agents-api
           poetry run poe typecheck
 
-      - uses: stefanzweifel/git-auto-commit-action@v4
-        with:
-          commit_message: "refactor: Lint ${{ matrix.directory }} (CI)"
-          branch: ${{ github.head_ref }}
-
-  Lint-And-Format-TS-SDK:
-    runs-on: ubuntu-latest
-
-    steps:
-      - uses: actions/checkout@v4
-
-      - name: Use Node.js
-        uses: actions/setup-node@v4
-        with:
-          node-version: "20.x"
-
-      - name: Cache npm dependencies
-        uses: actions/cache@v4
-        with:
-          path: sdks/ts/node_modules
-          key: ${{ runner.os }}-sdks-ts-npm-${{ hashFiles('sdks/ts/package-lock.json') }}
-          restore-keys: |
-            ${{ runner.os }}-sdks-ts-npm-
-
-      - name: Install npm dependencies
-        run: |
-          cd sdks/ts
-          npm ci
-
-      - name: Lint and format TypeScript SDK
+      - name: Lint and format
         run: |
-          cd sdks/ts
-          npm run format
+          cd agents-api
+          poetry run poe format
+          poetry run poe lint
 
-      - name: Build TypeScript SDK
+      - name: Run tests
         run: |
-          cd sdks/ts
-          npm run build
+          cd agents-api
+          poetry run poe test
 
       - uses: stefanzweifel/git-auto-commit-action@v4
         with:
-          commit_message: "refactor: Lint sdks/ts (CI)"
+          commit_message: "refactor: Lint agents-api (CI)"
           branch: ${{ github.head_ref }}
 
 concurrency:
diff --git a/agents-api/.tool-versions b/agents-api/.tool-versions
index 8aa451a5c..269a4eb43 100644
--- a/agents-api/.tool-versions
+++ b/agents-api/.tool-versions
@@ -1 +1 @@
-python 3.11.9
+python 3.12.5
diff --git a/agents-api/Dockerfile b/agents-api/Dockerfile
index de5111250..3081d91fa 100644
--- a/agents-api/Dockerfile
+++ b/agents-api/Dockerfile
@@ -1,4 +1,4 @@
-FROM python:3.11-slim
+FROM python:3.12-slim
 
 ENV PYTHONUNBUFFERED True
 ENV POETRY_CACHE_DIR=/tmp/poetry_cache
diff --git a/agents-api/Dockerfile.worker b/agents-api/Dockerfile.worker
index fd3af39fd..e60eec941 100644
--- a/agents-api/Dockerfile.worker
+++ b/agents-api/Dockerfile.worker
@@ -1,4 +1,4 @@
-FROM python:3.11-slim
+FROM python:3.12-slim
 
 ENV PYTHONUNBUFFERED True
 ENV POETRY_CACHE_DIR=/tmp/poetry_cache
diff --git a/agents-api/agents_api/activities/execute_integration.py b/agents-api/agents_api/activities/execute_integration.py
index ad1d3b59d..964ad6e12 100644
--- a/agents-api/agents_api/activities/execute_integration.py
+++ b/agents-api/agents_api/activities/execute_integration.py
@@ -16,26 +16,33 @@ async def execute_integration(
     tool_name: str,
     integration: IntegrationDef,
     arguments: dict[str, Any],
+    setup: dict[str, Any] = {},
 ) -> Any:
     developer_id = context.execution_input.developer_id
     agent_id = context.execution_input.agent.id
     task_id = context.execution_input.task.id
 
     merged_tool_args = get_tool_args_from_metadata(
-        developer_id=developer_id, agent_id=agent_id, task_id=task_id
+        developer_id=developer_id, agent_id=agent_id, task_id=task_id, arg_type="args"
+    )
+
+    merged_tool_setup = get_tool_args_from_metadata(
+        developer_id=developer_id, agent_id=agent_id, task_id=task_id, arg_type="setup"
     )
 
     arguments = (
         merged_tool_args.get(tool_name, {}) | (integration.arguments or {}) | arguments
     )
 
+    setup = merged_tool_setup.get(tool_name, {}) | (integration.setup or {}) | setup
+
     try:
         if integration.provider == "dummy":
             return arguments
 
         return await integrations.run_integration_service(
             provider=integration.provider,
-            setup=integration.setup,
+            setup=setup,
             method=integration.method,
             arguments=arguments,
         )
diff --git a/agents-api/agents_api/models/tools/get_tool_args_from_metadata.py b/agents-api/agents_api/models/tools/get_tool_args_from_metadata.py
index 08882ae6f..ade296a29 100644
--- a/agents-api/agents_api/models/tools/get_tool_args_from_metadata.py
+++ b/agents-api/agents_api/models/tools/get_tool_args_from_metadata.py
@@ -1,3 +1,4 @@
+from typing import Literal
 from uuid import UUID
 
 from beartype import beartype
@@ -20,29 +21,31 @@ def tool_args_for_task(
     developer_id: UUID,
     agent_id: UUID,
     task_id: UUID,
+    tool_type: Literal["integration", "api_call"] = "integration",
+    arg_type: Literal["args", "setup"] = "args",
 ) -> tuple[list[str], dict]:
     agent_id = str(agent_id)
     task_id = str(task_id)
 
-    get_query = """
+    get_query = f"""
         input[agent_id, task_id] <- [[to_uuid($agent_id), to_uuid($task_id)]]
 
-        ?[args] :=
+        ?[values] :=
             input[agent_id, task_id],
-            *tasks {
+            *tasks {{
                 task_id,
                 metadata: task_metadata,
-            },
-            *agents {
+            }},
+            *agents {{
                 agent_id,
                 metadata: agent_metadata,
-            },
-            task_args = get(task_metadata, "x-tool-args", {}),
-            agent_args = get(agent_metadata, "x-tool-args", {}),
+            }},
+            task_{arg_type} = get(task_metadata, "x-{tool_type}-{arg_type}", {{}}),
+            agent_{arg_type} = get(agent_metadata, "x-{tool_type}-{arg_type}", {{}}),
 
             # Right values overwrite left values
             # See: https://docs.cozodb.org/en/latest/functions.html#Func.Vector.concat
-            args = concat(agent_args, task_args),
+            values = concat(agent_{arg_type}, task_{arg_type}),
     """
 
     queries = [
@@ -61,28 +64,30 @@ def tool_args_for_session(
     developer_id: UUID,
     session_id: UUID,
     agent_id: UUID,
+    arg_type: Literal["args", "setup"] = "args",
+    tool_type: Literal["integration", "api_call"] = "integration",
 ) -> tuple[list[str], dict]:
     session_id = str(session_id)
 
-    get_query = """
+    get_query = f"""
         input[session_id, agent_id] <- [[to_uuid($session_id), to_uuid($agent_id)]]
 
-        ?[args] :=
+        ?[values] :=
             input[session_id, agent_id],
-            *sessions {
+            *sessions {{
                 session_id,
                 metadata: session_metadata,
-            },
-            *agents {
+            }},
+            *agents {{
                 agent_id,
                 metadata: agent_metadata,
-            },
-            session_args = get(session_metadata, "x-tool-args"),
-            agent_args = get(agent_metadata, "x-tool-args"),
+            }},
+            session_{arg_type} = get(session_metadata, "x-{tool_type}-{arg_type}", {{}}),
+            agent_{arg_type} = get(agent_metadata, "x-{tool_type}-{arg_type}", {{}}),
 
             # Right values overwrite left values
             # See: https://docs.cozodb.org/en/latest/functions.html#Func.Vector.concat
-            args = concat(agent_args, session_args),  
+            values = concat(agent_{arg_type}, session_{arg_type}),
     """
 
     queries = [
@@ -103,7 +108,7 @@ def tool_args_for_session(
         TypeError: partialclass(HTTPException, status_code=400),
     }
 )
-@wrap_in_class(dict, transform=lambda x: x["args"], one=True)
+@wrap_in_class(dict, transform=lambda x: x["values"], one=True)
 @cozo_query
 @beartype
 def get_tool_args_from_metadata(
@@ -112,15 +117,28 @@ def get_tool_args_from_metadata(
     agent_id: UUID,
     session_id: UUID | None = None,
     task_id: UUID | None = None,
+    tool_type: Literal["integration", "api_call"] = "integration",
+    arg_type: Literal["args", "setup", "headers"] = "args",
 ) -> tuple[list[str], dict]:
+    common: dict = dict(
+        developer_id=developer_id,
+        agent_id=agent_id,
+        tool_type=tool_type,
+        arg_type=arg_type,
+    )
+
     match session_id, task_id:
         case (None, task_id) if task_id is not None:
             return tool_args_for_task(
-                developer_id=developer_id, agent_id=agent_id, task_id=task_id
+                **common,
+                task_id=task_id,
             )
+
         case (session_id, None) if session_id is not None:
             return tool_args_for_session(
-                developer_id=developer_id, agent_id=agent_id, session_id=session_id
+                **common,
+                session_id=session_id,
             )
+
         case (_, _):
             raise ValueError("Either session_id or task_id must be provided")
diff --git a/agents-api/poetry.lock b/agents-api/poetry.lock
index e3882e93d..e4cc58c7b 100644
--- a/agents-api/poetry.lock
+++ b/agents-api/poetry.lock
@@ -2,113 +2,113 @@
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.0"
+version = "2.4.2"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "aiohappyeyeballs-2.4.0-py3-none-any.whl", hash = "sha256:7ce92076e249169a13c2f49320d1967425eaf1f407522d707d59cac7628d62bd"},
-    {file = "aiohappyeyeballs-2.4.0.tar.gz", hash = "sha256:55a1714f084e63d49639800f95716da97a1f173d46a16dfcfda0016abb93b6b2"},
+    {file = "aiohappyeyeballs-2.4.2-py3-none-any.whl", hash = "sha256:8522691d9a154ba1145b157d6d5c15e5c692527ce6a53c5e5f9876977f6dab2f"},
+    {file = "aiohappyeyeballs-2.4.2.tar.gz", hash = "sha256:4ca893e6c5c1f5bf3888b04cb5a3bee24995398efef6e0b9f747b5e89d84fd74"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.10.5"
+version = "3.10.6"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "aiohttp-3.10.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:18a01eba2574fb9edd5f6e5fb25f66e6ce061da5dab5db75e13fe1558142e0a3"},
-    {file = "aiohttp-3.10.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:94fac7c6e77ccb1ca91e9eb4cb0ac0270b9fb9b289738654120ba8cebb1189c6"},
-    {file = "aiohttp-3.10.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2f1f1c75c395991ce9c94d3e4aa96e5c59c8356a15b1c9231e783865e2772699"},
-    {file = "aiohttp-3.10.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4f7acae3cf1a2a2361ec4c8e787eaaa86a94171d2417aae53c0cca6ca3118ff6"},
-    {file = "aiohttp-3.10.5-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:94c4381ffba9cc508b37d2e536b418d5ea9cfdc2848b9a7fea6aebad4ec6aac1"},
-    {file = "aiohttp-3.10.5-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c31ad0c0c507894e3eaa843415841995bf8de4d6b2d24c6e33099f4bc9fc0d4f"},
-    {file = "aiohttp-3.10.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0912b8a8fadeb32ff67a3ed44249448c20148397c1ed905d5dac185b4ca547bb"},
-    {file = "aiohttp-3.10.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0d93400c18596b7dc4794d48a63fb361b01a0d8eb39f28800dc900c8fbdaca91"},
-    {file = "aiohttp-3.10.5-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:d00f3c5e0d764a5c9aa5a62d99728c56d455310bcc288a79cab10157b3af426f"},
-    {file = "aiohttp-3.10.5-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:d742c36ed44f2798c8d3f4bc511f479b9ceef2b93f348671184139e7d708042c"},
-    {file = "aiohttp-3.10.5-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:814375093edae5f1cb31e3407997cf3eacefb9010f96df10d64829362ae2df69"},
-    {file = "aiohttp-3.10.5-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:8224f98be68a84b19f48e0bdc14224b5a71339aff3a27df69989fa47d01296f3"},
-    {file = "aiohttp-3.10.5-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:d9a487ef090aea982d748b1b0d74fe7c3950b109df967630a20584f9a99c0683"},
-    {file = "aiohttp-3.10.5-cp310-cp310-win32.whl", hash = "sha256:d9ef084e3dc690ad50137cc05831c52b6ca428096e6deb3c43e95827f531d5ef"},
-    {file = "aiohttp-3.10.5-cp310-cp310-win_amd64.whl", hash = "sha256:66bf9234e08fe561dccd62083bf67400bdbf1c67ba9efdc3dac03650e97c6088"},
-    {file = "aiohttp-3.10.5-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:8c6a4e5e40156d72a40241a25cc226051c0a8d816610097a8e8f517aeacd59a2"},
-    {file = "aiohttp-3.10.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:2c634a3207a5445be65536d38c13791904fda0748b9eabf908d3fe86a52941cf"},
-    {file = "aiohttp-3.10.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4aff049b5e629ef9b3e9e617fa6e2dfeda1bf87e01bcfecaf3949af9e210105e"},
-    {file = "aiohttp-3.10.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1942244f00baaacaa8155eca94dbd9e8cc7017deb69b75ef67c78e89fdad3c77"},
-    {file = "aiohttp-3.10.5-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e04a1f2a65ad2f93aa20f9ff9f1b672bf912413e5547f60749fa2ef8a644e061"},
-    {file = "aiohttp-3.10.5-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7f2bfc0032a00405d4af2ba27f3c429e851d04fad1e5ceee4080a1c570476697"},
-    {file = "aiohttp-3.10.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:424ae21498790e12eb759040bbb504e5e280cab64693d14775c54269fd1d2bb7"},
-    {file = "aiohttp-3.10.5-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:975218eee0e6d24eb336d0328c768ebc5d617609affaca5dbbd6dd1984f16ed0"},
-    {file = "aiohttp-3.10.5-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:4120d7fefa1e2d8fb6f650b11489710091788de554e2b6f8347c7a20ceb003f5"},
-    {file = "aiohttp-3.10.5-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:b90078989ef3fc45cf9221d3859acd1108af7560c52397ff4ace8ad7052a132e"},
-    {file = "aiohttp-3.10.5-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:ba5a8b74c2a8af7d862399cdedce1533642fa727def0b8c3e3e02fcb52dca1b1"},
-    {file = "aiohttp-3.10.5-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:02594361128f780eecc2a29939d9dfc870e17b45178a867bf61a11b2a4367277"},
-    {file = "aiohttp-3.10.5-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:8fb4fc029e135859f533025bc82047334e24b0d489e75513144f25408ecaf058"},
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 [package.dependencies]
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 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.0,<2.0"
+yarl = ">=1.12.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
@@ -149,13 +149,13 @@ files = [
 
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+version = "4.6.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.8"
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 [package.dependencies]
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 isort = ">=4.3.21,<6.0"
 jinja2 = ">=2.10.1,<4.0"
 packaging = "*"
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 pyyaml = ">=6.0.1"
 
 [package.extras]
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 [package.dependencies]
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 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
 tzdata = ">=2022.7"
@@ -2747,13 +2759,13 @@ files = [
 
 [[package]]
 name = "prometheus-client"
-version = "0.20.0"
+version = "0.21.0"
 description = "Python client for the Prometheus monitoring system."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
@@ -2761,13 +2773,13 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.47"
+version = "3.0.48"
 description = "Library for building powerful interactive command lines in Python"
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 python-versions = ">=3.7.0"
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 [package.dependencies]
@@ -3026,13 +3038,13 @@ pydantic = ">=1.9.0,<3.0.0"
 
 [[package]]
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-version = "3.0.1"
+version = "3.0.2"
 description = "Python interface to Graphviz's Dot"
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 ]
 
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 [package.extras]
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 release = ["zest.releaser[recommended]"]
-tests = ["chardet", "parameterized", "ruff", "tox", "unittest-parallel"]
+tests = ["chardet", "parameterized", "pytest", "pytest-cov", "pytest-xdist[psutil]", "ruff", "tox"]
 
 [[package]]
 name = "pygments"
@@ -3952,13 +3964,13 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "starlette"
-version = "0.38.5"
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 description = "The little ASGI library that shines."
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 python-versions = ">=3.8"
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 [[package]]
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 description = "Typing stubs for protobuf"
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 [[package]]
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 description = "Provider of IANA time zone data"
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 python-versions = ">=2"
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 [[package]]
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 python-versions = ">=3.8"
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+    {file = "yarl-1.13.1.tar.gz", hash = "sha256:ec8cfe2295f3e5e44c51f57272afbd69414ae629ec7c6b27f5a410efc78b70a0"},
 ]
 
 [package.dependencies]
@@ -4651,5 +4663,5 @@ type = ["pytest-mypy"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.11,<3.12"
-content-hash = "0f44caacfcff3c513b0374bd9e4d787576700184247c2572a31f1033083b21b9"
+python-versions = ">=3.12,<3.13"
+content-hash = "04ddd9ac6f88a4b8339b1d4fb7e44ea0574b340672542a4f6c4725dd7b23d998"
diff --git a/agents-api/pyproject.toml b/agents-api/pyproject.toml
index 3d7a7c925..3904ae394 100644
--- a/agents-api/pyproject.toml
+++ b/agents-api/pyproject.toml
@@ -7,7 +7,7 @@ readme = "README.md"
 packages = [{include = "agents_api"}]
 
 [tool.poetry.dependencies]
-python = ">=3.11,<3.12"
+python = ">=3.12,<3.13"
 fastapi = "^0.112.1"
 pycozo = {extras = ["embedded"], version = "^0.7.6"}
 uvicorn = "^0.30.6"
@@ -44,7 +44,7 @@ ruff = "^0.5.5"
 datamodel-code-generator = "^0.25.9"
 cozo-migrate = "^0.2.0"
 poethepoet = "^0.25.1"
-pytype = ">=2024.4.11"
+pytype = ">=2024.9.13"
 pyjwt = "^2.8.0"
 ward = "^0.68.0b0"
 jupyterlab = "^4.2.4"
diff --git a/agents-api/pytype.toml b/agents-api/pytype.toml
index 2371cea58..b591601cc 100644
--- a/agents-api/pytype.toml
+++ b/agents-api/pytype.toml
@@ -28,7 +28,7 @@ platform = 'linux'
 pythonpath = '.'
 
 # Python version (major.minor) of the target code.
-python_version = '3.11'
+python_version = '3.12'
 
 # Don't allow None to match bool. This flag is temporary and will be removed
 # once this behavior is enabled by default.
@@ -61,4 +61,4 @@ no_return_any = false
 
 # Opt-in: Require decoration with @typing.override when overriding a method or
 # nested class attribute of a parent class.
-require_override_decorator = false
\ No newline at end of file
+require_override_decorator = false
diff --git a/docs/julep-concepts.md b/docs/julep-concepts.md
index 14177343c..b6fc945d7 100644
--- a/docs/julep-concepts.md
+++ b/docs/julep-concepts.md
@@ -702,7 +702,7 @@ Remember to replace `YOUR_API_KEY`, `{agent_id}`, and `{tool_id}` with your actu
 
 ### Partial application of arguments to tools
 
-Often, it's necessary to _partial_ some arguments of a particular tool. You can do that by setting the `x-tool-parameters` field on the `metadata` of the required scope. For instance, say you have the following user-defined function tool:
+Often, it's necessary to _partial_ some arguments of a particular tool. You can do that by setting the `x-integration-args` field on the `metadata` of the required scope. For instance, say you have the following user-defined function tool:
 ```yaml  
 name: check_account_status
 description: Get the account status for a customer
@@ -719,7 +719,7 @@ When chatting with a particular user, the `customer_id` field is expected to be
 {
   "metadata": {
     ...
-    "x-tool-parameters": {
+    "x-integration-args": {
       "function:check_account_status": {
         "customer_id": 42
       }
@@ -737,12 +737,12 @@ This follows the precedence order of `metadata` fields. For example, say you are
 user:
   id: 11
   metadata:
-    x-tool-parameters:
+    x-integration-args:
       favorite: Emma Roberts
 agent:
   id: 22
   metadata:
-    x-tool-parameters:
+    x-integration-args:
       favorite: Emma Watson
   tools:
   - type: function
@@ -752,7 +752,7 @@ agent:
 session:
   id: 123
   metadata:
-    x-tool-parameters:
+    x-integration-args:
       favorite: Emma Stone
 ```
 
diff --git a/memory-store/docker-compose.yml b/memory-store/docker-compose.yml
index 3ed06f1de..2adf50e81 100644
--- a/memory-store/docker-compose.yml
+++ b/memory-store/docker-compose.yml
@@ -18,7 +18,7 @@ services:
 
     labels:
       ofelia.enabled: "true"
-      ofelia.job-exec.backupcron.schedule: "@every 1h"
+      ofelia.job-exec.backupcron.schedule: "@every 3h"
       ofelia.job-exec.backupcron.environment: '["COZO_PORT=${COZO_PORT}", "COZO_AUTH_TOKEN=${COZO_AUTH_TOKEN}", "COZO_BACKUP_DIR=${COZO_BACKUP_DIR}"]'
       ofelia.job-exec.backupcron.command: bash /app/backup.sh