griptape-core 0.1.1

LLM tools runtime framework.

Griptape

Griptape is a Python framework that enables developers to write tools for generative AI middleware once and use it anywhere.

Griptape has three core components:

• Tools: call external APIs, access databases, and run arbitrary code or CLI commands.
• Executors: run your tools safely in any environment: local, containerized, or serverless in the cloud.
• Adapters: convert tools into underlying middleware abstractions, such as ChatGPT Plugins, LangChain tools, and Fixie.ai agents.

Getting Started

Griptape separates the core framework from tools into two Python packages: griptape-core and griptape-tools. Explore Griptape tools in the griptape-tools repo

First, install those packages:

pip install griptape-core
pip install griptape-tools

Next, initialize an executor and some tools:

from griptape.adapters import LangchainToolAdapter, ChatgptPluginAdapter
from griptape.executors import LocalExecutor
from griptape.tools import (
    Calculator, GoogleSearch
)

tool_executor = LocalExecutor()

google_search = GoogleSearch(
    api_search_key="<search key>",
    api_search_id="<search ID>"
)
calculator = Calculator()

You can execute tool actions directly:

tool_executor.execute(calculator.calculate, "42**42".encode())

Convert tool actions into LangChain tools:

agent = initialize_agent(
    [
        LangchainToolAdapter(executor=tool_executor).generate(google_search.search),
        LangchainToolAdapter(executor=tool_executor).generate(calculator.calculate)
    ],
    OpenAI(temperature=0.5, model_name="text-davinci-003"),
    agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION,
    verbose=True
)

agent.run("What is 42^42?")

Or generate and run a ChatGPT Plugin:

app = ChatgptPluginAdapter(
    host="localhost:8000",
    path_prefix="/search-tool/",
    executor=tool_executor
).generate_api(google_search)

# run with `uvicorn app:app --reload`

Contributing

Contributions in the form of bug reports, feature ideas, or pull requests are super welcome! Take a look at the current issues and if you'd like to help please submit a pull request with some tests.

License

Griptape is available under the Apache 2.0 License.