To be able to obtain only the pieces found from the search without returning the answer to the question

[cguilarte]

Feature Title

get only the retrievers

Describe the feature

Hi, this project is interesting. I have a question: is there a way to get only the returned chunks, instead of the response already passed by LLM?

In other words, I want to use it only to get the found chunks and then use it to pass the context to an agent I have.

That is, instead of returning this:

{
  "answer": "The main concepts are: knowledge graphs, entity extraction, and hybrid retrieval...",
  "sources": [
    { "chunk_id": "chunk-1", "similarity": 0.92 },
    { "chunk_id": "chunk-5", "similarity": 0.87 }
  ],
  "entities": ["KNOWLEDGE_GRAPH", "ENTITY_EXTRACTION"],
  "relationships": [
    {
      "source": "KNOWLEDGE_GRAPH",
      "target": "ENTITY_EXTRACTION",
      "type": "ENABLES"
    }
  ]
}

I would like it to only return this:

{
  "sources": [
    { "chunk_id": "chunk-1", "similarity": 0.92 },
    { "chunk_id": "chunk-5", "similarity": 0.87 }
  ],
  "entities": ["KNOWLEDGE_GRAPH", "ENTITY_EXTRACTION"],
  "relationships": [
    {
      "source": "KNOWLEDGE_GRAPH",
      "target": "ENTITY_EXTRACTION",
      "type": "ENABLES"
    }
  ]
}

Motivation

No response

Alternatives considered

No response

Additional context

No response

[raphaelmansuy]

Good idea -> I will include in the Roadmap