Ways to get vectors from Knowledge bank

[ranjodh55]

I am creating a RAG approach in DataIKU and I do not want to use Langchain. Is there any way I can run the similarity search on a knowledge bank without the use of Langchain as vectorstore or is it the only way possible?

[AlexT]

Hi @ranjodh55 ,

The methods available via the LLM Mesh in DSS are detailed here;
https://developer.dataiku.com/latest/tutorials/machine-learning/genai/nlp/llm-mesh-rag/index.html#ru...

https://developer.dataiku.com/latest/concepts-and-examples/llm-mesh.html

Thanks

[TH99]

Hi @AlexT ,

Is there a way we can filter a knowledge bank based on  metadata we choose? As an example ,if a knowledge bank contains data of 1000 documents and I want to retrieve on a specific document when an LLM is queried. Is it possible?

Thanks,

[ranjodh55]

Thanks Alex