feat: telegram vectorize, added field schema option for getting the latest document!

[amindadgar]

Summary by CodeRabbit

• New Features
  • Enhanced flexibility in the document ingestion process by allowing specification of different field schema types.
  • Updated method for retrieving the latest document date to accommodate a new parameter for field schema.

[coderabbitai]

Walkthrough

The changes involve modifications to the get_latest_document_date method within the CustomIngestionPipeline class in dags/hivemind_etl_helpers/ingestion_pipeline.py. The method's signature has been updated to include an additional parameter, field_schema, which allows for dynamic specification of the schema type for indexing. This parameter is now passed to the _create_payload_index method, replacing a hardcoded value. The overall control flow, logging, and error handling remain unchanged.

Changes

File Path	Change Summary
dags/hivemind_etl_helpers/ingestion_pipeline.py	Updated get_latest_document_date method to include field_schema parameter for flexibility.

Poem

In the code where rabbits play,
A new field joins the fray,
With schemas bright, they hop along,
Making pipelines sing a song.
Flexibility's the name of the game,
In our code, we’ll never be the same! 🐇✨

---

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[coderabbitai]

Actionable comments posted: 1

🧹 Outside diff range and nitpick comments (1)

dags/hivemind_etl_helpers/ingestion_pipeline.py (1)

136-139: Enhance the docstring for field_schema.

The docstring update for the new field_schema parameter is good, but it could be more specific about its usage and potential values.

Consider updating the docstring as follows:

        field_schema : qdrant_client.conversions.common_types.PayloadSchemaType
            The schema type of the date field in Qdrant.
            Use PayloadSchemaType.DATETIME for native datetime fields,
            or PayloadSchemaType.FLOAT for timestamp fields.
            Defaults to PayloadSchemaType.DATETIME.

📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

📥 Commits

Files that changed from the base of the PR and between fbb843a and 95c5a05.

📒 Files selected for processing (1)

• dags/hivemind_etl_helpers/ingestion_pipeline.py (3 hunks)

🧰 Additional context used

🔇 Additional comments (2)

dags/hivemind_etl_helpers/ingestion_pipeline.py (2)

150-151: LGTM: Proper usage of the new field_schema parameter.

The _create_payload_index method call has been correctly updated to include the field_schema parameter. This change ensures that the index is created with the appropriate schema type as specified by the caller.

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Line range hint 122-151: Overall improvement in flexibility and consistency.

The changes to the get_latest_document_date method enhance its flexibility by allowing different field schema types. The implementation maintains consistency with the existing error handling and logging mechanisms. The added parameter and its usage in the _create_payload_index method call are well-integrated.

Consider the suggestions above to further improve the default value and documentation. These changes will make the method more intuitive and easier to use correctly.