Upgrade the base image to the latest version in metadata.yaml

Update versions of libraries in poetry.
PATCH bump source-firebase-realtime-database version to 0.1.27
Build source-firebase-realtime-database docker image for platform(s) linux/amd64, linux/arm64
Get dependency updates
Create or update pull request on Airbyte repository
Add changelog entry

airbyte-integrations/connectors/source-firebase-realtime-database/metadata.yaml

@@ -5,7 +5,7 @@ data:
   connectorSubtype: database
   connectorType: source
   definitionId: acb5f973-a565-441e-992f-4946f3e65662
-  dockerImageTag: 0.1.26
+  dockerImageTag: 0.1.27
   dockerRepository: airbyte/source-firebase-realtime-database
   githubIssueLabel: source-firebase-realtime-database
   license: MIT
@@ -31,5 +31,5 @@ data:
   connectorTestSuitesOptions:
     - suite: unitTests
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/python-connector-base:2.0.0@sha256:c44839ba84406116e8ba68722a0f30e8f6e7056c726f447681bb9e9ece8bd916
+    baseImage: docker.io/airbyte/python-connector-base:3.0.0@sha256:1a0845ff2b30eafa793c6eee4e8f4283c2e52e1bbd44eed6cb9e9abd5d34d844
 metadataSpecVersion: "1.0"