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Add needed sections to doc
This commit is contained in:
Agustin Armellini Fischer
parent
dce8ed57a3
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@ -75,6 +75,154 @@
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" - [Crossmint](https://github.com/goat-sdk/goat/tree/main/python/examples/by-wallet/crossmint)\n",
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" - [Crossmint](https://github.com/goat-sdk/goat/tree/main/python/examples/by-wallet/crossmint)\n",
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"- **See all python quickstarts [here](https://github.com/goat-sdk/goat/tree/main/python/examples).**\n"
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"- **See all python quickstarts [here](https://github.com/goat-sdk/goat/tree/main/python/examples).**\n"
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]
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]
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},
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{
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"cell_type": "markdown",
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"id": "abd26764",
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"metadata": {},
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"source": [
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"## Setup\n",
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"\n",
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"1. Install the core package and langchain adapter:\n",
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"\n",
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"```bash\n",
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"pip install goat-sdk goat-sdk-adapter-langchain\n",
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"```\n",
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"\n",
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"2. Install the type of wallet you want to use (e.g solana):\n",
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"\n",
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"```bash\n",
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"pip install goat-sdk-wallet-solana\n",
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"```\n",
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"\n",
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"3. Install the plugins you want to use in that chain:\n",
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"\n",
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"```bash\n",
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"pip install goat-sdk-plugin-spl-token\n",
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"```\n",
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"\n",
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"## Instantiation\n",
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"\n",
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"Now we can instantiate our toolkit:\n",
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"\n",
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"```python\n",
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"from goat_adapters.langchain import get_on_chain_tools\n",
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"from goat_wallets.solana import solana, send_solana\n",
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"from goat_plugins.spl_token import spl_token, SplTokenPluginOptions\n",
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"from goat_plugins.spl_token.tokens import SPL_TOKENS\n",
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"\n",
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"# Initialize Solana client\n",
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"client = SolanaClient(os.getenv(\"SOLANA_RPC_ENDPOINT\"))\n",
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"\n",
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"# Initialize regular Solana wallet\n",
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"keypair = Keypair.from_base58_string(os.getenv(\"SOLANA_WALLET_SEED\") or \"\")\n",
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"wallet = solana(client, keypair)\n",
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"\n",
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"tools = get_on_chain_tools(\n",
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" wallet=wallet,\n",
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" plugins=[\n",
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" send_solana(),\n",
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" spl_token(SplTokenPluginOptions(\n",
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" network=\"mainnet\", # Using devnet as specified in .env\n",
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" tokens=SPL_TOKENS\n",
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" )),\n",
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" ],\n",
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" )\n",
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"```\n",
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"\n",
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"## Invocation\n",
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"```python\n",
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"tools[\"get_balance\"].invoke({ \"address\": \"0x1234567890123456789012345678901234567890\" })\n",
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"```\n",
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"\n",
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"## Use within an agent\n",
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"\n",
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"```python\n",
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"import os\n",
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"import asyncio\n",
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"from dotenv import load_dotenv\n",
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"\n",
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"# Load environment variables\n",
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"load_dotenv()\n",
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"\n",
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"from langchain_openai import ChatOpenAI\n",
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"from langchain.agents import AgentExecutor, create_tool_calling_agent\n",
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"from langchain_core.prompts import ChatPromptTemplate\n",
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"from solana.rpc.api import Client as SolanaClient\n",
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"from solders.keypair import Keypair\n",
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"\n",
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"from goat_adapters.langchain import get_on_chain_tools\n",
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"from goat_wallets.solana import solana, send_solana\n",
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"from goat_plugins.spl_token import spl_token, SplTokenPluginOptions\n",
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"from goat_plugins.spl_token.tokens import SPL_TOKENS\n",
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"\n",
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"# Initialize Solana client\n",
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"client = SolanaClient(os.getenv(\"SOLANA_RPC_ENDPOINT\"))\n",
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"\n",
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"# Initialize regular Solana wallet\n",
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"keypair = Keypair.from_base58_string(os.getenv(\"SOLANA_WALLET_SEED\") or \"\")\n",
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"wallet = solana(client, keypair)\n",
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"\n",
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"# Initialize LLM\n",
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"llm = ChatOpenAI(model=\"gpt-4o-mini\")\n",
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"\n",
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"def main():\n",
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" \n",
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" # Get the prompt template\n",
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" prompt = ChatPromptTemplate.from_messages(\n",
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" [\n",
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" (\"system\", \"You are a helpful assistant\"),\n",
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" (\"placeholder\", \"{chat_history}\"),\n",
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" (\"human\", \"{input}\"),\n",
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" (\"placeholder\", \"{agent_scratchpad}\"),\n",
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" ]\n",
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" )\n",
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"\n",
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" # Initialize tools with Solana wallet\n",
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" tools = get_on_chain_tools(\n",
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" wallet=wallet,\n",
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" plugins=[\n",
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" send_solana(),\n",
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" spl_token(SplTokenPluginOptions(\n",
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" network=\"mainnet\", # Using devnet as specified in .env\n",
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" tokens=SPL_TOKENS\n",
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" )),\n",
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" ],\n",
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" )\n",
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"\n",
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" agent = create_tool_calling_agent(llm, tools, prompt)\n",
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" agent_executor = AgentExecutor(\n",
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" agent=agent, tools=tools, handle_parsing_errors=True, verbose=True\n",
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" )\n",
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"\n",
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" while True:\n",
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" user_input = input(\"\\nYou: \").strip()\n",
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"\n",
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" if user_input.lower() == \"quit\":\n",
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" print(\"Goodbye!\")\n",
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" break\n",
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"\n",
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" try:\n",
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" response = agent_executor.invoke(\n",
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" {\n",
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" \"input\": user_input,\n",
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" }\n",
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" )\n",
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"\n",
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" print(\"\\nAssistant:\", response[\"output\"])\n",
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" except Exception as e:\n",
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" print(\"\\nError:\", str(e))\n",
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"\n",
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"\n",
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"if __name__ == \"__main__\":\n",
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" main()\n",
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"```\n",
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"\n",
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"## API reference\n",
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"\n",
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"- For a complete list of tools, see the [GOAT SDK documentation](https://github.com/goat-sdk/goat).\n",
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"\n"
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]
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}
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}
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],
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],
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"metadata": {
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"metadata": {
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