Radius plugin for JSON-RPC
Project description
Radius AI Agent Toolkit - JSON-RPC Plugin
This plugin enables AI agents to make remote procedure calls using the JSON-RPC protocol through a standardized interface, allowing them to interact with any JSON-RPC endpoint.
This package is part of the Radius AI Agent Toolkit, which provides tools for integrating AI agents with the Radius platform.
Installation
# Install this specific package
pip install radius-ai-agent-sdk-plugin-jsonrpc
# Required dependencies
pip install radius-ai-agent-sdk
pip install aiohttp
Prerequisites
- Python >=3.10
- radius-ai-agent-sdk >=0.1.0
- aiohttp >=3.8.6
Usage
from radius_plugins.jsonrpc import jsonrpc, JSONRpcPluginOptions
from radius_wallets.web3 import create_radius_wallet
from radius_adapters.langchain import get_on_chain_tools
# Create a Radius wallet
wallet = create_radius_wallet(
rpc_url=os.environ.get("RPC_PROVIDER_URL"),
private_key=os.environ.get("WALLET_PRIVATE_KEY")
)
# Initialize the JSON-RPC plugin
jsonrpc_plugin = jsonrpc(JSONRpcPluginOptions(
endpoint="https://your-json-rpc-endpoint.com"
))
# Create AI agent tools with the JSON-RPC plugin
tools = get_on_chain_tools(
wallet=wallet,
plugins=[jsonrpc_plugin]
)
Example: Making a JSON-RPC Call
# Example of using the JSON-RPC plugin through an AI agent
from langchain_core.prompts import ChatPromptTemplate
from langchain_core.runnables import RunnablePassthrough
from langchain_openai import ChatOpenAI
model = ChatOpenAI(model="gpt-4o")
agent = model.bind_tools(tools)
prompt = ChatPromptTemplate.from_messages([
("system", "You are a helpful assistant that can make JSON-RPC calls."),
("user", "{input}")
])
chain = prompt | RunnablePassthrough.assign(
agent_response=lambda x: agent.invoke(x)
) | (lambda x: x["agent_response"])
result = chain.invoke({
"input": """Make a JSON-RPC call to get the latest block number using:
method: 'eth_blockNumber',
params: [],
id: 1,
jsonrpc: '2.0'"""
})
# The AI will use the json_rpc_func tool to execute this request
API Reference
jsonrpc(options: JSONRpcPluginOptions)
Creates a new JSON-RPC plugin instance.
Parameters:
options(JSONRpcPluginOptions): Configuration options for the JSON-RPC pluginendpoint(str): The URL of the JSON-RPC endpoint
Returns:
- A JSONRpcPlugin instance that can be used with AI agent frameworks
Provided Tools
The JSON-RPC plugin provides the following AI agent tool:
json_rpc_func
Makes a remote procedure call to a JSON-RPC endpoint.
Parameters:
method(str): A string containing the name of the method to be invokedparams(list): A structured value that holds the parameter values to be used during the invocation of the methodid(int): An identifier established by the client that must contain a string, number, or nulljsonrpc(str): A string that specifies the version of the JSON-RPC protocol must be exactly '2.0'
Example:
try:
result = await json_rpc_tool.execute({
"method": "eth_getBalance",
"params": ["0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48", "latest"],
"id": 1,
"jsonrpc": "2.0"
})
print(f"JSON-RPC call result: {result}")
except Exception as e:
print(f"JSON-RPC call failed: {str(e)}")
Note on Tool Naming: The tool name in this documentation (
json_rpc_func) matches the actual name used at runtime. The @Tool decorator in the implementation automatically converts camelCase method names to snake_case for the final tool names.
Features
- Asynchronous JSON-RPC calls
- HTTP/HTTPS transport support
- Error handling and response parsing
- Type-safe implementations with Pydantic
- Built on aiohttp for high performance
Development Setup
1. Clone the Repository
git clone git@github.com:radiustechsystems/ai-agent-toolkit.git
cd ai-agent-toolkit/python/src/plugins/jsonrpc
2. Install Development Dependencies
pip install -e ".[dev]"
3. Run Tests
pytest
Related Packages
- radius-ai-agent-sdk: Core abstractions and base classes
- radius-ai-agent-sdk-wallet-web3: Wallet functionality
- radius-ai-agent-sdk-plugin-erc20: ERC20 token operations
Resources
Contributing
Please see the Contributing Guide for detailed information about contributing to this toolkit.
License
This project is licensed under the MIT License.
Project details
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