LLM Workflow Engine (LWE) Data Query plugin

Data Query plugin for LLM Workflow Engine

Send natural language commands to a loaded file of structured data.

Installation

From packages

Install the latest version of this software directly from github with pip:

pip install git+https://github.com/llm-workflow-engine/lwe-plugin-data-query

From source (recommended for development)

Install the latest version of this software directly from git:

git clone https://github.com/llm-workflow-engine/lwe-plugin-data-query.git

Install the development package:

cd lwe-plugin-data-query
pip install -e .

Configuration

Add the following to config.yaml in your profile:

plugins:
  enabled:
    - data_query
    # Any other plugins you want enabled...
  # These are the default values.
  data_query:
    agent:
      verbose: true

Usage

From a running LWE shell:

/data-query load test.csv
/data-query Find users with last name "Smith".
/data-query unload

Caveats

Large datasets will be chunked before sending to the LLM, in this case the LLM may not be able to consider the full data set when formulating a response.