Enhanced RAG Retrieval Result and RAG in workflow

Enhanced RAG Retrieval Result

Improving the RAG retrieval result can help the RAG to retrieve data that's closely to what's been required. The enhancement can be through the following:

1. Query Optimization - query against input / user input

2. Filter

In addition, a short questionnaires can also be added to understand users expectation on the retrieval result from the dataset. Questions that can be included are:

1. Where is the source of the dataset?

2. What are the important information from the dataset for the prompt?

RAG in workflow

Adding a RAG Node feature which allows the prompt nodes to go through RAG process.