llama-index-packs-query-understanding-agent 0.1.0

llama-index packs query understanding agent integration

LlamaIndex Packs Integration: Query Understanding Agent

This LlamaPack implements Query Understanding Agent

Taking inspiration from Humans - when asked a query, humans would clarify what the query means before proceeding if the human sensed the query is unclear. This LlamaPack implements this.

Installation

pip install llama-index

CLI Usage

You can download llamapacks directly using llamaindex-cli, which comes installed with the llama-index python package:

llamaindex-cli download-llamapack QueryUnderstandingAgent --download-dir ./query_understanding_agent

You can then inspect the files at ./query_understanding_agent and use them as a template for your own project.

Code Usage

You can download the pack to a the ./query_understanding_agent directory:

from llama_index.core.llama_pack import download_llama_pack

# download and install dependencies
QueryUnderstandingAgentPack = download_llama_pack(
    "QueryUnderstandingAgent", "./query_understanding_agent"
)

# You can use any llama-hub loader to get documents!

From here, you can use the pack, or inspect and modify the pack in ./query_understanding_agent. See example notebook for usage.