LibreChat/api/models/spendTokens.js
Danny Avila d54458b3a6
🧮 feat: Improve structured token spending and testing; fix: Anthropic Cache Spend (#3766)
* chore: update jest and mongodb-memory-server dependencies

* fix: Anthropic edge case of increasing balance

* refactor: Update token calculations in Transaction model/spec

* refactor: `spendTokens` always record transactions, add Tx related tests

* feat: Add error handling for CHECK_BALANCE environment variable

* feat: Update import path for Balance model in Balance controller

* chore: remove logging

* refactor: Improve structured token spend logging in spendTokens.js

* ci: add unit tests for spend token

* ci: Improve structured token spend unit testing

* chore: improve logging phrase for no tx spent from balance
2024-08-24 04:36:08 -04:00

140 lines
4.9 KiB
JavaScript

const { Transaction } = require('./Transaction');
const { logger } = require('~/config');
/**
* Creates up to two transactions to record the spending of tokens.
*
* @function
* @async
* @param {Object} txData - Transaction data.
* @param {mongoose.Schema.Types.ObjectId} txData.user - The user ID.
* @param {String} txData.conversationId - The ID of the conversation.
* @param {String} txData.model - The model name.
* @param {String} txData.context - The context in which the transaction is made.
* @param {EndpointTokenConfig} [txData.endpointTokenConfig] - The current endpoint token config.
* @param {String} [txData.valueKey] - The value key (optional).
* @param {Object} tokenUsage - The number of tokens used.
* @param {Number} tokenUsage.promptTokens - The number of prompt tokens used.
* @param {Number} tokenUsage.completionTokens - The number of completion tokens used.
* @returns {Promise<void>} - Returns nothing.
* @throws {Error} - Throws an error if there's an issue creating the transactions.
*/
const spendTokens = async (txData, tokenUsage) => {
const { promptTokens, completionTokens } = tokenUsage;
logger.debug(
`[spendTokens] conversationId: ${txData.conversationId}${
txData?.context ? ` | Context: ${txData?.context}` : ''
} | Token usage: `,
{
promptTokens,
completionTokens,
},
);
let prompt, completion;
try {
if (promptTokens !== undefined) {
prompt = await Transaction.create({
...txData,
tokenType: 'prompt',
rawAmount: -Math.max(promptTokens, 0),
});
}
if (completionTokens !== undefined) {
completion = await Transaction.create({
...txData,
tokenType: 'completion',
rawAmount: -Math.max(completionTokens, 0),
});
}
if (prompt || completion) {
logger.debug('[spendTokens] Transaction data record against balance:', {
user: txData.user,
prompt: prompt?.prompt,
promptRate: prompt?.rate,
completion: completion?.completion,
completionRate: completion?.rate,
balance: completion?.balance ?? prompt?.balance,
});
} else {
logger.debug('[spendTokens] No transactions incurred against balance');
}
} catch (err) {
logger.error('[spendTokens]', err);
}
};
/**
* Creates transactions to record the spending of structured tokens.
*
* @function
* @async
* @param {Object} txData - Transaction data.
* @param {mongoose.Schema.Types.ObjectId} txData.user - The user ID.
* @param {String} txData.conversationId - The ID of the conversation.
* @param {String} txData.model - The model name.
* @param {String} txData.context - The context in which the transaction is made.
* @param {EndpointTokenConfig} [txData.endpointTokenConfig] - The current endpoint token config.
* @param {String} [txData.valueKey] - The value key (optional).
* @param {Object} tokenUsage - The number of tokens used.
* @param {Object} tokenUsage.promptTokens - The number of prompt tokens used.
* @param {Number} tokenUsage.promptTokens.input - The number of input tokens.
* @param {Number} tokenUsage.promptTokens.write - The number of write tokens.
* @param {Number} tokenUsage.promptTokens.read - The number of read tokens.
* @param {Number} tokenUsage.completionTokens - The number of completion tokens used.
* @returns {Promise<void>} - Returns nothing.
* @throws {Error} - Throws an error if there's an issue creating the transactions.
*/
const spendStructuredTokens = async (txData, tokenUsage) => {
const { promptTokens, completionTokens } = tokenUsage;
logger.debug(
`[spendStructuredTokens] conversationId: ${txData.conversationId}${
txData?.context ? ` | Context: ${txData?.context}` : ''
} | Token usage: `,
{
promptTokens,
completionTokens,
},
);
let prompt, completion;
try {
if (promptTokens) {
const { input = 0, write = 0, read = 0 } = promptTokens;
prompt = await Transaction.createStructured({
...txData,
tokenType: 'prompt',
inputTokens: -input,
writeTokens: -write,
readTokens: -read,
});
}
if (completionTokens) {
completion = await Transaction.create({
...txData,
tokenType: 'completion',
rawAmount: -completionTokens,
});
}
if (prompt || completion) {
logger.debug('[spendStructuredTokens] Transaction data record against balance:', {
user: txData.user,
prompt: prompt?.prompt,
promptRate: prompt?.rate,
completion: completion?.completion,
completionRate: completion?.rate,
balance: completion?.balance ?? prompt?.balance,
});
} else {
logger.debug('[spendStructuredTokens] No transactions incurred against balance');
}
} catch (err) {
logger.error('[spendStructuredTokens]', err);
}
return { prompt, completion };
};
module.exports = { spendTokens, spendStructuredTokens };