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At a glance

The post provides an example of using the StorageContext.from_defaults() method to create a FilteredDocumentVectorStore instance. In the comments, a community member suggests that the "Service context" is deprecated and provides migration recommendations:

a) Use "Settings" for any global defaults
b) Pass in the LLM/embed model as needed for specific APIs, e.g. VectorStoreIndex(..., embed_model=embed_model), index.as_query_engine(..., llm=llm)

Another community member acknowledges the feedback and plans to create a container called "NotServiceContext" to manage their global defaults.

iisaackogan

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Plain Text

return StorageContext.from_defaults(
            vector_store=FilteredDocumentVectorStore(
                client=store_config.qdrant_client,
                collection_name=f"{store_config.index_name}"
            )
        )

5 comments

LLogan M

Service context still works! But deprecated with a warning for now.

If you want to migrate
a) Use Settings for any global defaults
b) pass in llm/embed model as needed for specific APIs

VectorStoreIndex(..., embed_model=embed_model)

index.as_query_engine(..., llm=llm)

iisaackogan

Got it. I have no global defaults, so I’ll make a container for those values called something like NotServiceContext and have my subclasses automatically pass those to the constructor

iisaackogan

thank you!!

LLogan M

Let me know if you have any questions! Hopefully intellisense helps you with which kwargs go where 🙂

iisaackogan

Will do. I don’t think it’ll be too bad.

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