instantiate azure openai

[ChristianWunderlich]

Hi everyone,

quick question - in case I would like to use AzureOpenAI, do I need to do anything else beside:

from lightrag.llm.azure_openai import azure_openai_complete, azure_openai_embed
rag = LightRAG(
    working_dir=WORKING_DIR,
    llm_model_func=azure_openai_complete,
    embedding_func=azure_openai_embed,
)

because at the moment, I always get an error that the entity or relationship extraction does not work and I have to check my llm. The LLM is working. If I just call this method and apply a prompt, it will return something.

If I check the assigned functions for LightRAG after running the above code, it keeps the embedding as well as the llm func emtpy.

How to do it properly?

[stevenveenma]

Same question from me. Without Azure openAI support LightRAG is useless for me from a professional perspective

[ChristianWunderlich]

@LarFii would love if we can get here a quick statement! Also note that the azure example is the only one which got not updated but the code did. So please make sure this is aligned!

[LarFii]

@LarFii would love if we can get here a quick statement! Also note that the azure example is the only one which got not updated but the code did. So please make sure this is aligned!

The AzureOpenAI-related code is community-contributed, which is why it may not have been updated promptly. We apologize for the inconvenience and plan to address this and provide an update soon. Thank you for your understanding.

[TaulantAsllani]

Hi @LarFii, Could we get an update on this? We are also trying to use LightRAG from a professional perspective but without this it would be impossible

[poojatambe]

Any solution? getting error for azure openai.

[stevenveenma]

I tried the Azure example and it worked well. Documents were ingested and at the end the example queries showed good results. But when I try to load the vector-store again in a new script it showed '0 data' for every file and the result of the query is [no-context]. Any progress on this?

Update 28-02-25 I did some investigations and made some modifications to the script. I succeeded to make a database and query this from a separate script using Azure OpenAI. So no error on this anymore from my side.

[TaulantAsllani]

@stevenveenma are you willing to share the modifications that you made?

[stevenveenma]

@stevenveenma are you willing to share the modifications that you made? Enclosed the scripts I use to ingest and query the data using Azure OpenAI, using a Windows AVD. Not everything might be usefull, but maybe it helps. transfer 2.txt

[TaulantAsllani]

@stevenveenma Thanks!