HuggingFace Hub Tools
Huggingface Tools that supporting text I/O can be loaded directly using the
load_huggingface_tool
function.
# Requires transformers>=4.29.0 and huggingface_hub>=0.14.1
%pip install --upgrade --quiet transformers huggingface_hub > /dev/null
from langchain.agents import load_huggingface_tool
tool = load_huggingface_tool("lysandre/hf-model-downloads")
print(f"{tool.name}: {tool.description}")
API Reference:
model_download_counter: This is a tool that returns the most downloaded model of a given task on the Hugging Face Hub. It takes the name of the category (such as text-classification, depth-estimation, etc), and returns the name of the checkpoint
tool.run("text-classification")
'facebook/bart-large-mnli'