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docs: Add GOAT integration to docs (#30478)
This PR adds: 1. Docs for the GOAT integration 2. An "Agentic Finance" table to the Tools page that includes GOAT **Twitter handle**: @0xaguspunk
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docs/docs/integrations/providers/goat.mdx
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docs/docs/integrations/providers/goat.mdx
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# GOAT
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[GOAT](https://github.com/goat-sdk/goat) is the finance toolkit for AI agents.
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Create agents that can:
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- Send and receive payments
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- Purchase physical and digital goods and services
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- Engage in various investment strategies:
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- Earn yield
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- Bet on prediction markets
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- Purchase crypto assets
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- Tokenize any asset
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- Get financial insights
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### How it works
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GOAT leverages blockchains, cryptocurrencies (such as stablecoins), and wallets as the infrastructure to enable agents to become economic actors:
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1. Give your agent a [wallet](https://github.com/goat-sdk/goat/tree/main#chains-and-wallets)
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2. Allow it to transact [anywhere](https://github.com/goat-sdk/goat/tree/main#chains-and-wallets)
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3. Use more than [+200 tools](https://github.com/goat-sdk/goat/tree/main#tools)
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See everything GOAT supports [here](https://github.com/goat-sdk/goat/tree/main#chains-and-wallets).
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**Lightweight and extendable**
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Different from other toolkits, GOAT is designed to be lightweight and extendable by keeping its core minimal and allowing you to install only the tools you need.
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If you don't find what you need on our more than 200 integrations you can easily:
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- Create your own plugin
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- Integrate a new chain
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- Integrate a new wallet
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- Integrate a new agent framework
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See how to do it [here](https://github.com/goat-sdk/goat/tree/main#-contributing).
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## Installation and Setup
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Check out our [quickstart](https://github.com/goat-sdk/goat/tree/main/python/examples/by-framework/langchain) to see how to set up and install GOAT.
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217
docs/docs/integrations/tools/goat.ipynb
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217
docs/docs/integrations/tools/goat.ipynb
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{
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"cells": [
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{
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"cell_type": "raw",
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"id": "afaf8039",
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"metadata": {
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"vscode": {
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"languageId": "raw"
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}
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},
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"source": [
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"---\n",
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"sidebar_label: GOAT\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": "e49f1e0d",
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"metadata": {},
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"source": [
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"# GOAT\n",
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"\n",
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"[GOAT](https://github.com/goat-sdk/goat) is the finance toolkit for AI agents.\n",
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"\n",
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"## Overview\n",
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"\n",
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"Create agents that can:\n",
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"\n",
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"- Send and receive payments\n",
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"- Purchase physical and digital goods and services\n",
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"- Engage in various investment strategies:\n",
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" - Earn yield\n",
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" - Bet on prediction markets\n",
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"- Purchase crypto assets\n",
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"- Tokenize any asset\n",
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"- Get financial insights\n",
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"\n",
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"### How it works\n",
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"GOAT leverages blockchains, cryptocurrencies (such as stablecoins), and wallets as the infrastructure to enable agents to become economic actors:\n",
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"\n",
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"1. Give your agent a [wallet](https://github.com/goat-sdk/goat/tree/main#chains-and-wallets)\n",
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"2. Allow it to transact [anywhere](https://github.com/goat-sdk/goat/tree/main#chains-and-wallets)\n",
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"3. Use more than [+200 tools](https://github.com/goat-sdk/goat/tree/main#tools)\n",
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"\n",
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"See everything GOAT supports [here](https://github.com/goat-sdk/goat/tree/main#chains-and-wallets).\n",
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"\n",
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"**Lightweight and extendable**\n",
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"Different from other toolkits, GOAT is designed to be lightweight and extendable by keeping its core minimal and allowing you to install only the tools you need.\n",
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"\n",
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"If you don't find what you need on our more than 200 integrations you can easily:\n",
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"\n",
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"- Create your own plugin\n",
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"- Integrate a new chain\n",
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"- Integrate a new wallet\n",
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"- Integrate a new agent framework\n",
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"\n",
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"See how to do it [here](https://github.com/goat-sdk/goat/tree/main#-contributing)."
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]
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},
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{
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"cell_type": "markdown",
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"id": "0730d6a1-c893-4840-9817-5e5251676d5d",
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"metadata": {},
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"source": [
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"### Quickstarts\n",
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"\n",
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"The best way to get started is by using the quickstarts below. See how you can configure GOAT to achieve any of the use cases below.\n",
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"\n",
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"- **By use case**\n",
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" - **Money transmission**\n",
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" - Send and receive payments [[EVM](https://github.com/goat-sdk/goat/tree/main/python/examples/by-use-case/evm-send-and-receive-tokens), [Solana](https://github.com/goat-sdk/goat/tree/main/python/examples/by-use-case/solana-send-and-receive-tokens)]\n",
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" - **Investing**\n",
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" - Generate yield [[Solana](https://github.com/goat-sdk/goat/tree/main/python/examples/by-use-case/solana-usdc-yield-deposit)]\n",
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" - Purchase crypto assets [[EVM](https://github.com/goat-sdk/goat/tree/main/python/examples/by-use-case/evm-swap-tokens), [Solana](https://github.com/goat-sdk/goat/tree/main/python/examples/by-use-case/solana-swap-tokens)]\n",
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"- **By wallet**\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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]
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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 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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" # 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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" # Initialize agent\n",
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" # Your agent code here\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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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.4"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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@ -169,6 +169,14 @@ DATABASE_TOOL_FEAT_TABLE = {
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},
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}
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FINANCE_TOOL_FEAT_TABLE = {
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"GOAT": {
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"link": "/docs/integrations/tools/goat",
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"pricing": "Free",
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"capabilities": "Create and receive payments, purchase physical goods, make investments, and more.",
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},
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}
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TOOLS_TEMPLATE = """\
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---
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sidebar_position: 0
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@ -220,6 +228,12 @@ The following table shows tools that can be used to automate tasks in databases:
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{database_table}
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## Finance
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The following table shows tools that can be used to execute financial transactions such as payments, purchases, and more:
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{finance_table}
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## All tools
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import {{ IndexTable }} from "@theme/FeatureTables";
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@ -290,6 +304,22 @@ def get_database_table() -> str:
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return "\n".join(["|".join(row) for row in rows])
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def get_finance_table() -> str:
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"""Get the table of finance tools."""
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header = ["tool", "pricing", "capabilities"]
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title = ["Tool/Toolkit", "Pricing", "Capabilities"]
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rows = [title, [":-"] + [":-:"] * (len(title) - 1)]
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for finance_tool, feats in sorted(FINANCE_TOOL_FEAT_TABLE.items()):
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# Fields are in the order of the header
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row = [
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f"[{finance_tool}]({feats['link']})",
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]
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for h in header[1:]:
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row.append(feats.get(h))
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rows.append(row)
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return "\n".join(["|".join(row) for row in rows])
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def get_search_tools_table() -> str:
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"""Get the table of search tools."""
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header = ["tool", "pricing", "available_data"]
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@ -355,6 +385,7 @@ if __name__ == "__main__":
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productivity_table=get_productivity_table(),
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webbrowsing_table=get_webbrowsing_table(),
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database_table=get_database_table(),
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finance_table=get_finance_table(),
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)
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with open(output_integrations_dir / "tools" / "index.mdx", "w") as f:
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f.write(tools_page)
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@ -2,6 +2,11 @@
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# it is EXPERIMENTAL and may be removed in the future
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packages:
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- name: goat-sdk-adapter-langchain
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path: python/src/adapters/langchain
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repo: goat-sdk/goat
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name_title: GOAT SDK
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provider_page: goat
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- name: langchain-core
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path: libs/core
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repo: langchain-ai/langchain
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@ -559,4 +564,4 @@ packages:
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repo: memgraph/langchain-memgraph
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- name: langchain-vectara
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path: libs/vectara
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repo: vectara/langchain-vectara
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repo: vectara/langchain-vectara
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