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?

Alexandru

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#running-an-enriched-llm-query

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

Thanks

ranjodh55

Thanks Alex

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,