Instrument info retrieval

Labridge uses a multi-level retrieval approach to retrieve relevant instrument information.

The first retrieval step

In the first step of retrieval, Labridge uses LLM to score the relevance between the query text and the experimental instruments (based on instrument descriptions), selecting the top instrument_top_k most relevant instruments.

The second retrieval step

Limit the search scope to the instruments obtained from the first step of retrieval. Perform a similarity retrieval within the information of these instruments to get the top_k most relevant pieces of information to the query vector. These pieces of information are provided to LLM as reference information for the retrieval results.

For more details about instrument retrieval, please refer to Code docs Func_modules.instrument.retrieve.instrument_retrieve