Connect to ElasticSearch Vector Index

[BarrathTb]

Hey all, first I have to say thanks to McKay Wrigley for this amazing work. I have been working with the codebase for a couple days. I have a successful setup and can run the ui on localhost. I even have a local mistral 7b model working with prompts and queries so this is amazing. I will be looking through the codebase to investigate how to do this but I thought I would join in the discussion and ask if anyone has any ideas or experience on how to connect the UI to an Elasticsearch vector index. I have been building a rag pipeline into an Elasticsearch deep vector index for a project. I am training a mistral 7b model on some historical data that comes from pdf documents. The process goes, parse pdf documents with llama-parse to text or JSon, extract important data using python scripts and send to Elasticsearch index as structured documents. I have the documents stored in vector index in a nicely mapped way and can query the data from the elastic playground. I would like to connect the Elasticsearch index to the chatbot-ui to allow the models to have access to my index data. Does anyone have an idea on how to do this? I will be working through the codebase and will add what I find here as well. Thanks and keep on the innovation everyone!!!