diff --git a/metaphor/common/embeddings.py b/metaphor/common/embeddings.py
index 52c0ff9c..09d83b22 100644
--- a/metaphor/common/embeddings.py
+++ b/metaphor/common/embeddings.py
@@ -115,9 +115,9 @@ def map_metadata(
         }
 
         if include_text:
-            embedding_dict[nodeid]["embeddedString_1"] = sanitize_text(
-                doc_store[nodeid]["__data__"]["text"]
-            )
+            chunk_text = doc_store[nodeid]["__data__"]["text"]
+            title = metadata_dict[nodeid]["title"]
+            embedding_dict[nodeid]["embeddedString_1"] = f"Title: {title}\n{chunk_text}"
 
         out.append({"externalSearchDocument": embedding_dict[nodeid]})
 
diff --git a/metaphor/notion/README.md b/metaphor/notion/README.md
index 0ba8fb77..dc625ea9 100644
--- a/metaphor/notion/README.md
+++ b/metaphor/notion/README.md
@@ -20,6 +20,8 @@ Create a YAML config file based on the following template.
 notion_api_token: <notion_api_token>
 
 azure_openAI_key: <azure_openAI_key>
+
+azure_openAI_endpoint: <azure_openAI_endpoint>
 ```
 
 ### Optional Configurations
@@ -30,7 +32,6 @@ These defaults are provided; you don't have to manually configure them.
 
 ```yaml
 azure_openAI_version: <azure_openAI_version> # "2023-12-01-preview"
-azure_openAI_endpoint: <azure_openAI_endpoint> # "https://metaphorazureopenairesource.openai.azure.com/"
 azure_openAI_model_name: <azure_openAI_model_name> # "Embedding_ada002"
 azure_openAI_model: <azure_openAI_model> # "text-embedding-ada-002"
 
diff --git a/metaphor/notion/config.py b/metaphor/notion/config.py
index 65777cd3..4ab16855 100644
--- a/metaphor/notion/config.py
+++ b/metaphor/notion/config.py
@@ -11,10 +11,10 @@ class NotionRunConfig(BaseConfig):
 
     # Azure OpenAI services configs
     azure_openAI_key: str
+    azure_openAI_endpoint: str
 
     # Default Azure OpenAI services configs
     azure_openAI_version: str = "2023-12-01-preview"
-    azure_openAI_endpoint: str = "https://metaphorazureopenairesource.openai.azure.com/"
     azure_openAI_model: str = "text-embedding-ada-002"
     azure_openAI_model_name: str = "Embedding_ada002"
 
diff --git a/metaphor/notion/extractor.py b/metaphor/notion/extractor.py
index 1ddfbdfb..645cda21 100644
--- a/metaphor/notion/extractor.py
+++ b/metaphor/notion/extractor.py
@@ -11,6 +11,7 @@
 from metaphor.common.base_extractor import BaseExtractor
 from metaphor.common.embeddings import embed_documents, map_metadata, sanitize_text
 from metaphor.common.logger import get_logger
+from metaphor.models.crawler_run_metadata import Platform
 from metaphor.notion.config import NotionRunConfig
 
 logger = get_logger()
@@ -24,6 +25,9 @@
 class NotionExtractor(BaseExtractor):
     """Notion Document extractor."""
 
+    _description = "Notion document crawler"
+    _platform = Platform.UNKNOWN
+
     @staticmethod
     def from_config_file(config_file: str) -> "NotionExtractor":
         return NotionExtractor(NotionRunConfig.from_yaml_file(config_file))
@@ -71,6 +75,28 @@ async def extract(self) -> Collection[dict]:
         # Each document dict has nodeId, embedding, lastRefreshed, metadata
         return embedded_nodes
 
+    def _get_title(self, page: str) -> str:
+        headers = {
+            "Authorization": f"Bearer {self.notion_api_token}",
+            "Notion-Version": f"{self.notion_api_version}",
+        }
+
+        try:
+            r = requests.get(
+                f"{baseURL}/pages/{page}/properties/title", headers=headers, timeout=5
+            )
+            r.raise_for_status()
+
+            # Extract title
+            title = r.json()["results"][0]["title"]["plain_text"]
+
+        except (HTTPError, KeyError) as error:
+            traceback.print_exc()
+            logger.warning(f"Failed to get title for page {page}, err: {error}")
+            title = ""
+
+        return title
+
     def _get_databases(self) -> None:
         """
         Returns a list of database IDs.
@@ -95,6 +121,7 @@ def _get_databases(self) -> None:
         except HTTPError as error:
             traceback.print_exc()
             logger.error(f"Failed to get Notion database IDs, error {error}")
+            raise error
 
         # Load JSON response
         dbs = json.loads(r.content)["results"]
@@ -134,6 +161,13 @@ def _get_all_documents(self) -> Sequence[Document]:
 
             # Update queried document metadata with db_id, platform info, link
             for q in queried:
+                # Reset page-id, remove hyphens
+                q.metadata["pageId"] = q.metadata.pop("page_id").replace("-", "")
+
+                # Add title to metadata
+                title = self._get_title(q.metadata["pageId"])
+                q.metadata["title"] = title
+
                 # Clean the document text
                 q.text = sanitize_text(q.text)
 
@@ -141,9 +175,6 @@ def _get_all_documents(self) -> Sequence[Document]:
                 q.metadata["dbId"] = db_id.replace("-", "")  # remove hyphens
                 q.metadata["platform"] = "notion"
 
-                # Reset page-id, remove hyphens
-                q.metadata["pageId"] = q.metadata.pop("page_id").replace("-", "")
-
                 # Construct link
                 link = f'https://notion.so/{q.metadata["pageId"]}'
                 q.metadata["link"] = link
diff --git a/poetry.lock b/poetry.lock
index 0db28cc1..2e643535 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,88 +1,88 @@
-# This file is automatically @generated by Poetry 1.7.0 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
-version = "3.9.1"
+version = "3.9.3"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -148,13 +148,13 @@ trio = ["trio (>=0.23)"]
 
 [[package]]
 name = "argcomplete"
-version = "3.2.1"
+version = "3.2.2"
 description = "Bash tab completion for argparse"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -356,17 +356,16 @@ files = [
 
 [[package]]
 name = "azure-core"
-version = "1.29.6"
+version = "1.29.7"
 description = "Microsoft Azure Core Library for Python"
 optional = true
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
-anyio = ">=3.0,<5.0"
 requests = ">=2.21.0"
 six = ">=1.11.0"
 typing-extensions = ">=4.6.0"
@@ -462,45 +461,27 @@ tzdata = ["tzdata"]
 
 [[package]]
 name = "bandit"
-version = "1.7.6"
+version = "1.7.7"
 description = "Security oriented static analyser for python code."
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "bandit-1.7.6.tar.gz", hash = "sha256:72ce7bc9741374d96fb2f1c9a8960829885f1243ffde743de70a19cee353e8f3"},
+    {file = "bandit-1.7.7-py3-none-any.whl", hash = "sha256:17e60786a7ea3c9ec84569fd5aee09936d116cb0cb43151023258340dbffb7ed"},
+    {file = "bandit-1.7.7.tar.gz", hash = "sha256:527906bec6088cb499aae31bc962864b4e77569e9d529ee51df3a93b4b8ab28a"},
 ]
 
 [package.dependencies]
 colorama = {version = ">=0.3.9", markers = "platform_system == \"Windows\""}
-GitPython = ">=3.1.30"
 PyYAML = ">=5.3.1"
 rich = "*"
 stevedore = ">=1.20.0"
 
 [package.extras]
-test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)", "tomli (>=1.1.0)"]
+baseline = ["GitPython (>=3.1.30)"]
+test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)"]
 toml = ["tomli (>=1.1.0)"]
 yaml = ["PyYAML"]
 
-[[package]]
-name = "beautifulsoup4"
-version = "4.12.2"
-description = "Screen-scraping library"
-optional = true
-python-versions = ">=3.6.0"
-files = [
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-]
-
-[package.dependencies]
-soupsieve = ">1.2"
-
-[package.extras]
-html5lib = ["html5lib"]
-lxml = ["lxml"]
-
 [[package]]
 name = "black"
 version = "23.12.1"
@@ -549,17 +530,17 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.34.15"
+version = "1.34.31"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">= 3.8"
 files = [
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 ]
 
 [package.dependencies]
-botocore = ">=1.34.15,<1.35.0"
+botocore = ">=1.34.31,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -568,21 +549,21 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.15"
+version = "1.34.31"
 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 = [
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     {version = ">=1.25.4,<1.27", markers = "python_version < \"3.10\""},
+    {version = ">=1.25.4,<2.1", markers = "python_version >= \"3.10\""},
 ]
 
 [package.extras]
@@ -887,63 +868,63 @@ schema-registry = ["requests"]
 
 [[package]]
 name = "coverage"
-version = "7.4.0"
+version = "7.4.1"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
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+    {file = "coverage-7.4.1.tar.gz", hash = "sha256:1ed4b95480952b1a26d863e546fa5094564aa0065e1e5f0d4d0041f293251d04"},
 ]
 
 [package.dependencies]
@@ -1018,28 +999,28 @@ notebook = ["ipython (>=8,<9)", "ipywidgets (>=8,<9)"]
 
 [[package]]
 name = "databricks-sql-connector"
-version = "3.0.1"
+version = "3.0.2"
 description = "Databricks SQL Connector for Python"
 optional = true
 python-versions = ">=3.8.0,<4.0.0"
 files = [
-    {file = "databricks_sql_connector-3.0.1-py3-none-any.whl", hash = "sha256:3824237732f4363f55e3a1b8dd90ac98b8008c66e869377c8a213581d13dcee2"},
-    {file = "databricks_sql_connector-3.0.1.tar.gz", hash = "sha256:915648d5d43e41622d65446bf60c07b2a0d33f9e5ad03478712205703927fdb8"},
+    {file = "databricks_sql_connector-3.0.2-py3-none-any.whl", hash = "sha256:752a022b90970f133085a88bd34384f3c85b92c9f2f47af7a82547e7cbee53ac"},
+    {file = "databricks_sql_connector-3.0.2.tar.gz", hash = "sha256:b19e76639919acb61ae2dda86f8be49f74661392e4816c5e20de5eac79426173"},
 ]
 
 [package.dependencies]
 lz4 = ">=4.0.2,<5.0.0"
 numpy = [
-    {version = ">=1.23.4", markers = "python_version >= \"3.11\""},
     {version = ">=1.16.6", markers = "python_version >= \"3.8\" and python_version < \"3.11\""},
+    {version = ">=1.23.4", markers = "python_version >= \"3.11\""},
 ]
 oauthlib = ">=3.1.0,<4.0.0"
 openpyxl = ">=3.0.10,<4.0.0"
-pandas = {version = ">=1.2.5,<3.0.0", markers = "python_version >= \"3.8\""}
+pandas = {version = ">=1.2.5,<2.2.0", markers = "python_version >= \"3.8\""}
 pyarrow = ">=14.0.1,<15.0.0"
 requests = ">=2.18.1,<3.0.0"
 thrift = ">=0.16.0,<0.17.0"
-urllib3 = ">=1.0"
+urllib3 = ">=1.26"
 
 [package.extras]
 alembic = ["alembic (>=1.0.11,<2.0.0)", "sqlalchemy (>=2.0.21)"]
@@ -1081,9 +1062,9 @@ isort = ">=4.3.21,<6.0"
 jinja2 = ">=2.10.1,<4.0"
 packaging = "*"
 pydantic = [
-    {version = ">=1.10.0,<2.4.0 || >2.4.0,<3.0", extras = ["email"], markers = "python_version >= \"3.11\" and python_version < \"4.0\""},
     {version = ">=1.5.1,<2.4.0 || >2.4.0,<3.0", extras = ["email"], markers = "python_version < \"3.10\""},
     {version = ">=1.9.0,<2.4.0 || >2.4.0,<3.0", extras = ["email"], markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
+    {version = ">=1.10.0,<2.4.0 || >2.4.0,<3.0", extras = ["email"], markers = "python_version >= \"3.11\" and python_version < \"4.0\""},
 ]
 pyyaml = ">=6.0.1"
 toml = {version = ">=0.10.0,<1.0.0", markers = "python_version < \"3.11\""}
@@ -1136,6 +1117,17 @@ files = [
 [package.dependencies]
 packaging = "*"
 
+[[package]]
+name = "dirtyjson"
+version = "1.0.8"
+description = "JSON decoder for Python that can extract data from the muck"
+optional = true
+python-versions = "*"
+files = [
+    {file = "dirtyjson-1.0.8-py3-none-any.whl", hash = "sha256:125e27248435a58acace26d5c2c4c11a1c0de0a9c5124c5a94ba78e517d74f53"},
+    {file = "dirtyjson-1.0.8.tar.gz", hash = "sha256:90ca4a18f3ff30ce849d100dcf4a003953c79d3a2348ef056f1d9c22231a25fd"},
+]
+
 [[package]]
 name = "distro"
 version = "1.9.0"
@@ -1149,22 +1141,23 @@ files = [
 
 [[package]]
 name = "dnspython"
-version = "2.4.2"
+version = "2.5.0"
 description = "DNS toolkit"
 optional = false
-python-versions = ">=3.8,<4.0"
+python-versions = ">=3.8"
 files = [
-    {file = "dnspython-2.4.2-py3-none-any.whl", hash = "sha256:57c6fbaaeaaf39c891292012060beb141791735dbb4004798328fc2c467402d8"},
-    {file = "dnspython-2.4.2.tar.gz", hash = "sha256:8dcfae8c7460a2f84b4072e26f1c9f4101ca20c071649cb7c34e8b6a93d58984"},
+    {file = "dnspython-2.5.0-py3-none-any.whl", hash = "sha256:6facdf76b73c742ccf2d07add296f178e629da60be23ce4b0a9c927b1e02c3a6"},
+    {file = "dnspython-2.5.0.tar.gz", hash = "sha256:a0034815a59ba9ae888946be7ccca8f7c157b286f8455b379c692efb51022a15"},
 ]
 
 [package.extras]
-dnssec = ["cryptography (>=2.6,<42.0)"]
-doh = ["h2 (>=4.1.0)", "httpcore (>=0.17.3)", "httpx (>=0.24.1)"]
+dev = ["black (>=23.1.0)", "coverage (>=7.0)", "flake8 (>=5.0.3)", "mypy (>=1.0.1)", "pylint (>=2.7)", "pytest (>=6.2.5)", "pytest-cov (>=3.0.0)", "sphinx (>=7.0.0)", "twine (>=4.0.0)", "wheel (>=0.41.0)"]
+dnssec = ["cryptography (>=41)"]
+doh = ["h2 (>=4.1.0)", "httpcore (>=0.17.3)", "httpx (>=0.25.1)"]
 doq = ["aioquic (>=0.9.20)"]
-idna = ["idna (>=2.1,<4.0)"]
-trio = ["trio (>=0.14,<0.23)"]
-wmi = ["wmi (>=1.5.1,<2.0.0)"]
+idna = ["idna (>=2.1)"]
+trio = ["trio (>=0.14)"]
+wmi = ["wmi (>=1.5.1)"]
 
 [[package]]
 name = "docker"
@@ -1493,25 +1486,25 @@ test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre
 
 [[package]]
 name = "google-api-core"
-version = "2.15.0"
+version = "2.16.1"
 description = "Google API client core library"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-core-2.15.0.tar.gz", hash = "sha256:abc978a72658f14a2df1e5e12532effe40f94f868f6e23d95133bd6abcca35ca"},
-    {file = "google_api_core-2.15.0-py3-none-any.whl", hash = "sha256:2aa56d2be495551e66bbff7f729b790546f87d5c90e74781aa77233bcb395a8a"},
+    {file = "google-api-core-2.16.1.tar.gz", hash = "sha256:7f668ffa3d5b9f3c6930407e5f5d691c05a376050a5a5fd772b9dc32e70a0c30"},
+    {file = "google_api_core-2.16.1-py3-none-any.whl", hash = "sha256:257e9e152cd18da0c6701113c122ade04dca04731e179fc5c7dca48e1396ec4c"},
 ]
 
 [package.dependencies]
 google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
 grpcio = [
-    {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
     {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 grpcio-status = [
-    {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
     {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
 requests = ">=2.18.0,<3.0.0.dev0"
@@ -1523,13 +1516,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.26.1"
+version = "2.27.0"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "google-auth-2.26.1.tar.gz", hash = "sha256:54385acca5c0fbdda510cd8585ba6f3fcb06eeecf8a6ecca39d3ee148b092590"},
-    {file = "google_auth-2.26.1-py2.py3-none-any.whl", hash = "sha256:2c8b55e3e564f298122a02ab7b97458ccfcc5617840beb5d0ac757ada92c9780"},
+    {file = "google-auth-2.27.0.tar.gz", hash = "sha256:e863a56ccc2d8efa83df7a80272601e43487fa9a728a376205c86c26aaefa821"},
+    {file = "google_auth-2.27.0-py2.py3-none-any.whl", hash = "sha256:8e4bad367015430ff253fe49d500fdc3396c1a434db5740828c728e45bcce245"},
 ]
 
 [package.dependencies]
@@ -1577,13 +1570,13 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4
 
 [[package]]
 name = "google-cloud-bigquery"
-version = "3.15.0"
+version = "3.17.1"
 description = "Google BigQuery API client library"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-bigquery-3.15.0.tar.gz", hash = "sha256:79a62bd12588696a393055347770522a0218b1a364d57621cfd62ba296e1d005"},
-    {file = "google_cloud_bigquery-3.15.0-py2.py3-none-any.whl", hash = "sha256:57d083685b7f19af0af4d51af4950b50f2fe2983227a122e2f239eb5dc4e0447"},
+    {file = "google-cloud-bigquery-3.17.1.tar.gz", hash = "sha256:0ae07b90d5052ba3a296a2210a2144c28469300d71f6f455881f94c2df543057"},
+    {file = "google_cloud_bigquery-3.17.1-py2.py3-none-any.whl", hash = "sha256:7a9a92c7b1f6a6bf8b4c05c150e49f4ad1a03dd591dbd4522381b3f23bf07c73"},
 ]
 
 [package.dependencies]
@@ -1641,8 +1634,8 @@ google-cloud-audit-log = ">=0.1.0,<1.0.0dev"
 google-cloud-core = ">=2.0.0,<3.0.0dev"
 grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev"
 proto-plus = [
-    {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""},
     {version = ">=1.22.0,<2.0.0dev", markers = "python_version < \"3.11\""},
+    {version = ">=1.22.2,<2.0.0dev", markers = "python_version >= \"3.11\""},
 ]
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
 
@@ -2288,13 +2281,13 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.20.0"
+version = "4.21.1"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.20.0-py3-none-any.whl", hash = "sha256:ed6231f0429ecf966f5bc8dfef245998220549cbbcf140f913b7464c52c3b6b3"},
-    {file = "jsonschema-4.20.0.tar.gz", hash = "sha256:4f614fd46d8d61258610998997743ec5492a648b33cf478c1ddc23ed4598a5fa"},
+    {file = "jsonschema-4.21.1-py3-none-any.whl", hash = "sha256:7996507afae316306f9e2290407761157c6f78002dcf7419acb99822143d1c6f"},
+    {file = "jsonschema-4.21.1.tar.gz", hash = "sha256:85727c00279f5fa6bedbe6238d2aa6403bedd8b4864ab11207d07df3cc1b2ee5"},
 ]
 
 [package.dependencies]
@@ -2326,13 +2319,13 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "lkml"
-version = "1.3.3"
+version = "1.3.4"
 description = "A speedy LookML parser implemented in pure Python."
 optional = true
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -2355,20 +2348,20 @@ retrying = "*"
 
 [[package]]
 name = "llama-index"
-version = "0.9.28.post2"
+version = "0.9.40"
 description = "Interface between LLMs and your data"
 optional = true
 python-versions = ">=3.8.1,<4.0"
 files = [
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-beautifulsoup4 = ">=4.12.2,<5.0.0"
 dataclasses-json = "*"
 deprecated = ">=1.2.9.3"
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 fsspec = ">=2023.5.0"
 httpx = "*"
 nest-asyncio = ">=1.5.8,<2.0.0"
@@ -2386,9 +2379,10 @@ typing-inspect = ">=0.8.0"
 
 [package.extras]
 gradientai = ["gradientai (>=1.4.0)"]
+html = ["beautifulsoup4 (>=4.12.2,<5.0.0)"]
 langchain = ["langchain (>=0.0.303)"]
 local-models = ["optimum[onnxruntime] (>=1.13.2,<2.0.0)", "sentencepiece (>=0.1.99,<0.2.0)", "transformers[torch] (>=4.33.1,<5.0.0)"]
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+postgres = ["asyncpg (>=0.28.0,<0.29.0)", "pgvector (>=0.1.0,<0.2.0)", "psycopg2-binary (>=2.9.9,<3.0.0)"]
 query-tools = ["guidance (>=0.0.64,<0.0.65)", "jsonpath-ng (>=1.6.0,<2.0.0)", "lm-format-enforcer (>=0.4.3,<0.5.0)", "rank-bm25 (>=0.2.2,<0.3.0)", "scikit-learn", "spacy (>=3.7.1,<4.0.0)"]
 
 [[package]]
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-version = "2.1.3"
+version = "2.1.4"
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 python-versions = ">=3.7"
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 [[package]]
@@ -2606,13 +2600,13 @@ files = [
 
 [[package]]
 name = "microsoft-kiota-abstractions"
-version = "1.0.0"
+version = "1.1.0"
 description = "Core abstractions for kiota generated libraries in Python"
 optional = true
 python-versions = "*"
 files = [
-    {file = "microsoft_kiota_abstractions-1.0.0-py2.py3-none-any.whl", hash = "sha256:261126e795930698c710435928bfbacb90793dfc5235fbd2f4866ca03860035f"},
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 ]
 
 [package.dependencies]
@@ -2640,13 +2634,13 @@ opentelemetry-sdk = ">=1.20.0"
 
 [[package]]
 name = "microsoft-kiota-http"
-version = "1.2.0"
+version = "1.2.1"
 description = "Kiota http request adapter implementation for httpx library"
 optional = true
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -2657,18 +2651,18 @@ opentelemetry-sdk = ">=1.20.0"
 
 [[package]]
 name = "microsoft-kiota-serialization-json"
-version = "1.0.0"
+version = "1.0.1"
 description = "Implementation of Kiota Serialization interfaces for JSON"
 optional = true
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
 microsoft-kiota_abstractions = ">=1.0.0,<2.0.0"
-pendulum = ">=2.1.2"
+pendulum = ">=3.0.0b1"
 
 [[package]]
 name = "microsoft-kiota-serialization-text"
@@ -2776,19 +2770,20 @@ dev = ["bumpver", "isort", "mypy", "pylint", "pytest", "yapf"]
 
 [[package]]
 name = "msgraph-core"
-version = "1.0.0a4"
+version = "1.0.0"
 description = "Core component of the Microsoft Graph Python SDK"
 optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 httpx = {version = ">=0.23.0", extras = ["http2"]}
-microsoft-kiota-abstractions = ">=0.1.0"
-microsoft-kiota-http = ">=0.1.0"
+microsoft-kiota-abstractions = ">=1.0.0,<2.0.0"
+microsoft-kiota-authentication-azure = ">=1.0.0,<2.0.0"
+microsoft-kiota-http = ">=1.0.0,<2.0.0"
 
 [package.extras]
 dev = ["bumpver", "isort", "mypy", "pylint", "pytest", "yapf"]
@@ -2971,13 +2966,13 @@ files = [
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.8"
+version = "1.6.0"
 description = "Patch asyncio to allow nested event loops"
 optional = true
 python-versions = ">=3.5"
 files = [
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 ]
 
 [[package]]
@@ -3078,13 +3073,13 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
 [[package]]
 name = "openai"
-version = "1.7.0"
+version = "1.10.0"
 description = "The official Python library for the openai API"
 optional = true
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-1.7.0-py3-none-any.whl", hash = "sha256:2282e8e15acb05df79cccba330c025b8e84284c7ec1f3fa31f167a8479066333"},
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+    {file = "openai-1.10.0.tar.gz", hash = "sha256:208886cb501b930dc63f48d51db9c15e5380380f80516d07332adad67c9f1053"},
 ]
 
 [package.dependencies]
@@ -3216,9 +3211,9 @@ files = [
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
     {version = ">=1.20.3", markers = "python_version < \"3.10\""},
     {version = ">=1.21.0", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
+    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -3249,13 +3244,13 @@ xml = ["lxml (>=4.6.3)"]
 
 [[package]]
 name = "parse"
-version = "1.20.0"
+version = "1.20.1"
 description = "parse() is the opposite of format()"
 optional = true
 python-versions = "*"
 files = [
-    {file = "parse-1.20.0-py2.py3-none-any.whl", hash = "sha256:5e171b001452fa9f004c5a58a93525175468daf69b493e9fa915347ed7ff6968"},
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+    {file = "parse-1.20.1.tar.gz", hash = "sha256:09002ca350ad42e76629995f71f7b518670bcf93548bdde3684fd55d2be51975"},
 ]
 
 [[package]]
@@ -3424,13 +3419,13 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-co
 
 [[package]]
 name = "pluggy"
-version = "1.3.0"
+version = "1.4.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "pluggy-1.4.0-py3-none-any.whl", hash = "sha256:7db9f7b503d67d1c5b95f59773ebb58a8c1c288129a88665838012cfb07b8981"},
+    {file = "pluggy-1.4.0.tar.gz", hash = "sha256:8c85c2876142a764e5b7548e7d9a0e0ddb46f5185161049a79b7e974454223be"},
 ]
 
 [package.extras]
@@ -3475,47 +3470,47 @@ testing = ["google-api-core[grpc] (>=1.31.5)"]
 
 [[package]]
 name = "protobuf"
-version = "4.25.1"
+version = "4.25.2"
 description = ""
 optional = true
 python-versions = ">=3.8"
 files = [
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     {file = "SQLAlchemy-1.4.51-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3823dda635988e6744d4417e13f2e2b5fe76c4bf29dd67e95f98717e1b094cad"},
-    {file = "SQLAlchemy-1.4.51-cp39-cp39-win32.whl", hash = "sha256:b00cf0471888823b7a9f722c6c41eb6985cf34f077edcf62695ac4bed6ec01ee"},
-    {file = "SQLAlchemy-1.4.51-cp39-cp39-win_amd64.whl", hash = "sha256:a055ba17f4675aadcda3005df2e28a86feb731fdcc865e1f6b4f209ed1225cba"},
     {file = "SQLAlchemy-1.4.51.tar.gz", hash = "sha256:e7908c2025eb18394e32d65dd02d2e37e17d733cdbe7d78231c2b6d7eb20cdb9"},
 ]
 
@@ -5223,13 +5191,13 @@ files = [
 
 [[package]]
 name = "types-protobuf"
-version = "4.24.0.20240106"
+version = "4.24.0.20240129"
 description = "Typing stubs for protobuf"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-protobuf-4.24.0.20240106.tar.gz", hash = "sha256:024f034f3b5e2bb2bbff55ebc4d591ed0d2280d90faceedcb148b9e714a3f3ee"},
-    {file = "types_protobuf-4.24.0.20240106-py3-none-any.whl", hash = "sha256:0612ef3156bd80567460a15ac7c109b313f6022f1fee04b4d922ab2789baab79"},
+    {file = "types-protobuf-4.24.0.20240129.tar.gz", hash = "sha256:8a83dd3b9b76a33e08d8636c5daa212ace1396418ed91837635fcd564a624891"},
+    {file = "types_protobuf-4.24.0.20240129-py3-none-any.whl", hash = "sha256:23be68cc29f3f5213b5c5878ac0151706182874040e220cfb11336f9ee642ead"},
 ]
 
 [[package]]
@@ -5245,13 +5213,13 @@ files = [
 
 [[package]]
 name = "types-pytz"
-version = "2023.3.1.1"
+version = "2023.4.0.20240130"
 description = "Typing stubs for pytz"
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
-    {file = "types-pytz-2023.3.1.1.tar.gz", hash = "sha256:cc23d0192cd49c8f6bba44ee0c81e4586a8f30204970fc0894d209a6b08dab9a"},
-    {file = "types_pytz-2023.3.1.1-py3-none-any.whl", hash = "sha256:1999a123a3dc0e39a2ef6d19f3f8584211de9e6a77fe7a0259f04a524e90a5cf"},
+    {file = "types-pytz-2023.4.0.20240130.tar.gz", hash = "sha256:33676a90bf04b19f92c33eec8581136bea2f35ddd12759e579a624a006fd387a"},
+    {file = "types_pytz-2023.4.0.20240130-py3-none-any.whl", hash = "sha256:6ce76a9f8fd22bd39b01a59c35bfa2db39b60d11a2f77145e97b730de7e64fe0"},
 ]
 
 [[package]]
diff --git a/pyproject.toml b/pyproject.toml
index da64ee87..bb92d554 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "metaphor-connectors"
-version = "0.13.117"
+version = "0.13.118"
 license = "Apache-2.0"
 description = "A collection of Python-based 'connectors' that extract metadata from various sources to ingest into the Metaphor app."
 authors = ["Metaphor <dev@metaphor.io>"]
diff --git a/tests/common/test_embeddings.py b/tests/common/test_embeddings.py
index ca7af137..ac39b943 100644
--- a/tests/common/test_embeddings.py
+++ b/tests/common/test_embeddings.py
@@ -15,8 +15,16 @@ def test_map_metadata_string():
     # Example mock data
     embedding_dict_example = {"node1": [0.1, 0.2, 0.3], "node2": [0.4, 0.5, 0.6]}
     metadata_dict_example = {
-        "node1": {"pageId": "page1", "lastRefreshed": "2023-01-01"},
-        "node2": {"pageId": "page2", "lastRefreshed": "2023-01-02"},
+        "node1": {
+            "title": "Hello World!",
+            "pageId": "page1",
+            "lastRefreshed": "2023-01-01",
+        },
+        "node2": {
+            "title": "Hello World!",
+            "pageId": "page2",
+            "lastRefreshed": "2023-01-02",
+        },
     }
     doc_store_example = {
         "node1": {"__data__": {"text": "Text for node1"}},
@@ -68,13 +76,14 @@ def test_map_metadata_string():
             "metadata" in external_document
         ), "Each item should have 'metadata' in its 'externalSearchDocument'"
 
-        # Additional checks for the 'include_text' condition
+        # Additional checks for 'include_text'
         if "embeddedString_1" in external_document:
-            text = doc_store_example[
-                external_document["entityId"].lower().split("~")[-1]
-            ]["__data__"]["text"]
+            nodeid = external_document["entityId"].lower().split("~")[-1]
+            text = doc_store_example[nodeid]["__data__"]["text"]
+            title = metadata_dict_example[nodeid]["title"]
+
             assert (
-                external_document["embeddedString_1"] == text
+                external_document["embeddedString_1"] == f"Title: {title}\n{text}"
             ), "embeddedString_1 should match the text in doc_store"
 
     # Call the function with the mock VSI and include_text as False
diff --git a/tests/notion/expected.json b/tests/notion/expected.json
index 55757349..80974f22 100644
--- a/tests/notion/expected.json
+++ b/tests/notion/expected.json
@@ -10,15 +10,16 @@
         0.4
       ],
       "pageId": "efgh5678",
-      "embeddedString_1": "Hello World!",
       "lastRefreshed": "2023-12-11 00:00:00.000000",
       "metadata": {
+        "title": "Hello World!",
         "dbId": "database1",
         "platform": "notion",
         "pageId": "efgh5678",
         "link": "https://metaphor.io",
         "lastRefreshed": "2023-12-11 00:00:00.000000"
-      }
+      },
+      "embeddedString_1": "Title: Hello World!\nHello World!"
     }
   }
 ]
diff --git a/tests/notion/test_extractor.py b/tests/notion/test_extractor.py
index 3a4fe4d7..b0b5f7eb 100644
--- a/tests/notion/test_extractor.py
+++ b/tests/notion/test_extractor.py
@@ -2,6 +2,7 @@
 from unittest.mock import MagicMock, patch
 
 import pytest
+import requests
 from llama_index import Document
 
 from metaphor.common.base_config import OutputConfig
@@ -37,10 +38,11 @@ def mock_notion_reader():
 
 
 sample_raw_documents = [
-    Document(
+    Document(  # type: ignore[call-arg]
         doc_id="abcd1234",
         embedding=None,
         extra_info={
+            "title": "Hello World!",
             "db_id": "database1",
             "platform": "notion",
             "page_id": "efgh5678",
@@ -58,10 +60,11 @@ def mock_notion_reader():
 ]
 
 sample_documents = [
-    Document(
+    Document(  # type: ignore[call-arg]
         doc_id="abcd1234",
         embedding=None,
         extra_info={
+            "title": "Hello World!",
             "dbId": "database1",
             "platform": "notion",
             "pageId": "efgh5678",
@@ -91,11 +94,41 @@ def raise_for_status(self):
         return
 
 
+# test for _get_title
+@patch("requests.get")
+@pytest.mark.asyncio
+async def test_get_title(
+    mock_get: MagicMock,
+    notion_extractor,
+    test_root_dir: str,
+) -> None:
+    fake_title = {"results": [{"title": {"plain_text": "Hello World!"}}]}
+
+    mock_response = MagicMock()
+
+    # Successful retrieval
+    mock_response.json.return_value = fake_title
+    mock_get.return_value = mock_response
+    title = notion_extractor._get_title("https://metaphor.io")
+    assert title == "Hello World!"
+
+    # KeyError
+    mock_get.side_effect = KeyError
+    title = notion_extractor._get_title("https://metaphor.io")
+    assert title == ""
+
+    # HTTPError
+    mock_get.side_effect = requests.HTTPError
+    title = notion_extractor._get_title("https://metaphor.io")
+    assert title == ""
+
+
 # test for _get_databases
 @patch("requests.post")
 @pytest.mark.asyncio
 async def test_get_databases(
     mock_post: MagicMock,
+    notion_extractor,
     test_root_dir: str,
 ) -> None:
     mock_post_val = MagicMock()
@@ -109,17 +142,25 @@ async def test_get_databases(
         }
     )
 
+    # Successful retrieval
     mock_post.return_value = mock_post_val
+    notion_extractor._get_databases()
+    assert notion_extractor.db_ids == [12345, 56789]
 
-    extractor = NotionExtractor(config=dummy_config)
-
-    extractor._get_databases()
-
-    assert extractor.db_ids == [12345, 56789]
+    # HTTPError
+    mock_post.side_effect = requests.HTTPError
+    try:
+        notion_extractor._get_databases()
+    except requests.HTTPError:
+        assert True
 
 
 # test for _get_all_documents
-def test_get_all_documents(notion_extractor, mock_notion_reader):
+@patch("metaphor.notion.NotionExtractor._get_title")
+def test_get_all_documents(
+    mock_get_title: MagicMock, notion_extractor, mock_notion_reader
+):
+    mock_get_title.return_value = "Hello World!"
     # Set db_id
     notion_extractor.db_ids = ["db1"]
     notion_extractor.NotionReader = mock_notion_reader
@@ -141,25 +182,23 @@ def test_get_all_documents(notion_extractor, mock_notion_reader):
         assert (
             "lastRefreshed" in doc.metadata
         ), "Each document should have 'lastRefreshed' in metadata"
+        assert "title" in doc.metadata, "Each document should have 'title' in metadata"
 
 
 # test for extract
-@patch("metaphor.notion.extractor.embed_documents")
-@patch("metaphor.notion.NotionExtractor._get_databases")
+@patch("metaphor.notion.NotionExtractor._get_title")
 @patch("metaphor.notion.NotionExtractor._get_all_documents")
+@patch("metaphor.notion.NotionExtractor._get_databases")
+@patch("metaphor.notion.extractor.embed_documents")
 @pytest.mark.asyncio
 async def test_extractor(
+    mock_embed_docs: MagicMock,
     mock_get_dbs: MagicMock,
     mock_get_docs: MagicMock,
-    mock_embed_docs: MagicMock,
+    mock_get_title: MagicMock,
+    notion_extractor,
     test_root_dir: str,
 ) -> None:
-    # mock db retrieve
-    mock_get_dbs.return_value = ["database1"]
-
-    # mock doc retrieve
-    mock_get_docs.return_value = sample_documents
-
     # mock VectorStoreIndex creation
     mock_VSI = MagicMock()
 
@@ -169,6 +208,7 @@ async def test_extractor(
                 "embedding_dict": {"abcd1234": [0.1, 0.2, 0.3, 0.4]},
                 "metadata_dict": {
                     "abcd1234": {
+                        "title": "Hello World!",
                         "dbId": "database1",
                         "platform": "notion",
                         "pageId": "efgh5678",
@@ -186,8 +226,15 @@ async def test_extractor(
     # mock embed docs
     mock_embed_docs.return_value = mock_VSI
 
-    extractor = NotionExtractor(config=dummy_config)
+    # mock db retrieve
+    mock_get_dbs.return_value = ["database1"]
+
+    # mock doc retrieve
+    mock_get_docs.return_value = sample_documents
+
+    # mock title retrieve
+    mock_get_title.return_value = "Hello World!"
 
-    events = await extractor.extract()
+    events = await notion_extractor.extract()
 
     assert events == load_json(f"{test_root_dir}/notion/expected.json")