Use case RAG + one-shot query planning

[mrm1001]

Goal

The goal is to refine this task into smaller sub-tasks which might include a review of existing approaches (with limitations), creating a proposal, implementing the solution.

User story

Users should be able to create a pipeline that can answer user queries that need to pull information from different data sources when necessary.

It needs to support the following examples:

Example

• data source 1: financial documents of different companies
• data source 2: transcripts of earning calls
  Question: "give me the highlights of the earning call of company A"

Example

• data source 1: financial documents of different companies
• data source 2: transcripts of earning calls
  Question: "give me the highlights of the earning call of the top-performing company"

Example

• data source 1: financial documents of different companies
• data source 2: transcripts of earning calls
  Question: "compare company A to company B"

Example

• data source: legal docs
  Question: "Tell me about the pro-X arguments in article A, and tell me about the pro-Y arguments in article B, then generate your own conclusion based on these facts."