llama-index-tools-openapi 0.1.1

llama-index tools openapi integration

OpenAPI Tool

This tool loads an OpenAPI spec and allow the Agent to retrieve endpoints and details about endpoints. The RequestsToolSpec can also be laoded into the agent to allow the agent to hit the nessecary endpoints with a REST request.

Usage

This tool has more extensive example usage documented in a Jupyter notebook here

Here's an example usage of the OpenAPIToolSpec.

from llama_hub.tools.openapi import OpenAPIToolSpec
from llama_index.agent import OpenAIAgent

f = requests.get(
    "https://raw.githubusercontent.com/APIs-guru/openapi-directory/main/APIs/openai.com/1.2.0/openapi.yaml"
).text
open_api_spec = yaml.safe_load(f)
# OR
open_spec = OpenAPIToolSpec(
    url="https://raw.githubusercontent.com/APIs-guru/openapi-directory/main/APIs/openai.com/1.2.0/openapi.yaml"
)


tool_spec = OpenAPIToolSpec(open_api_spec)

agent = OpenAIAgent.from_tools(tool_spec.to_tool_list())

agent.chat("What is the base url for the API")
agent.chat("What parameters does the x endpoint need?")

load_openapi_spec: Returns the parsed OpenAPI spec that the class was initialized with

This loader is designed to be used as a way to load data as a Tool in a Agent. See here for examples.