Rag using deepseek

[potent drum]

hello everyone ive been trying to create a rag solution using deepseek instead of openai gpt turbo or 4 however i faced issues when trying to deloy it through the template provided on the azure platform but when deploying into codespace it gives all sorts of issues and errors any advice or suggestions on how i can create a rag pipeline with deepseek? or an open source model generally and thanks a lot

[copper crescent]

hey @potent drum can you share what errors and issues you are seeing in more detail?

[dull wind]

Hi @potent drum see https://learn.microsoft.com/en-us/azure/search/tutorial-rag-build-solution-pipeline

See this update for Deepseek-R1 below

here are some additional resources for setting up your Deepseek deployment https://learn.microsoft.com/en-us/azure/ai-studio/how-to/deploy-models-deepseek?pivots=programming-language-rest

Here is a code Example based on the Azure Search example to support Deepseek R1

[potent drum]

hello @copper crescent Korey regarding the errors i faced i will share the errors that i received via GitHub i will also share the code of my project here feel free to check it out as for the errors here are some:
i also faced errors when trying to configure deepseek api instead of openai's i didn't know which aspects to replace precisely (in terms of which service ) which led to errors like stream timeouts as well where i couldn't open the link that led to the interface of the model i hope i clarified if not please ask for details you may require

[potent drum]

hello lee thanks for the tip i will check them out and inform you of the results thanks a ton

this is related to some of the aspects it refused to download / initialize when deploying

[dull wind]

Hi @potent drum sorry not sure what you screenshot is? but this is the RAG Sample repo https://github.com/Azure-Samples/azure-search-python-samples/tree/main

[potent drum]

i see thanks i tried to make a copy of the repo of a previous template not this one so ill try using this repo appreciate it