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langchain/docs/versioned_docs/version-0.2.x/integrations/document_loaders/modern_treasury.ipynb
Jacob Lee aff771923a Jacob/new docs (#20570)
Use docusaurus versioning with a callout, merged master as well

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2024-04-18 11:10:55 -07:00

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{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"# Modern Treasury\n",
"\n",
">[Modern Treasury](https://www.moderntreasury.com/) simplifies complex payment operations. It is a unified platform to power products and processes that move money.\n",
">- Connect to banks and payment systems\n",
">- Track transactions and balances in real-time\n",
">- Automate payment operations for scale\n",
"\n",
"This notebook covers how to load data from the `Modern Treasury REST API` into a format that can be ingested into LangChain, along with example usage for vectorization."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from langchain.indexes import VectorstoreIndexCreator\n",
"from langchain_community.document_loaders import ModernTreasuryLoader"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"The Modern Treasury API requires an organization ID and API key, which can be found in the Modern Treasury dashboard within developer settings.\n",
"\n",
"This document loader also requires a `resource` option which defines what data you want to load.\n",
"\n",
"Following resources are available:\n",
"\n",
"`payment_orders` [Documentation](https://docs.moderntreasury.com/reference/payment-order-object)\n",
"\n",
"`expected_payments` [Documentation](https://docs.moderntreasury.com/reference/expected-payment-object)\n",
"\n",
"`returns` [Documentation](https://docs.moderntreasury.com/reference/return-object)\n",
"\n",
"`incoming_payment_details` [Documentation](https://docs.moderntreasury.com/reference/incoming-payment-detail-object)\n",
"\n",
"`counterparties` [Documentation](https://docs.moderntreasury.com/reference/counterparty-object)\n",
"\n",
"`internal_accounts` [Documentation](https://docs.moderntreasury.com/reference/internal-account-object)\n",
"\n",
"`external_accounts` [Documentation](https://docs.moderntreasury.com/reference/external-account-object)\n",
"\n",
"`transactions` [Documentation](https://docs.moderntreasury.com/reference/transaction-object)\n",
"\n",
"`ledgers` [Documentation](https://docs.moderntreasury.com/reference/ledger-object)\n",
"\n",
"`ledger_accounts` [Documentation](https://docs.moderntreasury.com/reference/ledger-account-object)\n",
"\n",
"`ledger_transactions` [Documentation](https://docs.moderntreasury.com/reference/ledger-transaction-object)\n",
"\n",
"`events` [Documentation](https://docs.moderntreasury.com/reference/events)\n",
"\n",
"`invoices` [Documentation](https://docs.moderntreasury.com/reference/invoices)\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"modern_treasury_loader = ModernTreasuryLoader(\"payment_orders\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# Create a vectorstore retriever from the loader\n",
"# see https://python.langchain.com/en/latest/modules/data_connection/getting_started.html for more details\n",
"\n",
"index = VectorstoreIndexCreator().from_loaders([modern_treasury_loader])\n",
"modern_treasury_doc_retriever = index.vectorstore.as_retriever()"
]
}
],
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