fix error TS2322 part 3

This commit is contained in:
chungyau97
2024-01-14 03:38:14 +08:00
parent 203b182cd5
commit 4d15e886fe
3 changed files with 61 additions and 17 deletions
@@ -1,8 +1,9 @@
import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
import { convertStringToArrayString, getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
import { convertMultiOptionsToStringArray, getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
import { BaseCache } from 'langchain/schema'
import { ChatGoogleGenerativeAI, GoogleGenerativeAIChatInput } from '@langchain/google-genai'
import { HarmBlockThreshold, HarmCategory } from '@google/generative-ai'
import type { SafetySetting } from '@google/generative-ai'
class GoogleGenerativeAI_ChatModels implements INode {
label: string
@@ -158,23 +159,10 @@ class GoogleGenerativeAI_ChatModels implements INode {
const harmBlockThreshold = nodeData.inputs?.harmBlockThreshold as string
const cache = nodeData.inputs?.cache as BaseCache
// safetySettings
let harmCategories: string[] = convertStringToArrayString(harmCategory)
let harmBlockThresholds: string[] = convertStringToArrayString(harmBlockThreshold)
if (harmCategories.length != harmBlockThresholds.length)
throw new Error(`Harm Category & Harm Block Threshold are not the same length`)
const safetySettings = harmCategories.map((value, index) => {
return {
category: value,
threshold: harmBlockThresholds[index]
}
})
const obj: Partial<GoogleGenerativeAIChatInput> = {
apiKey: apiKey,
modelName: modelName,
maxOutputTokens: 2048,
safetySettings: safetySettings.length > 0 ? safetySettings : undefined
maxOutputTokens: 2048
}
if (maxOutputTokens) obj.maxOutputTokens = parseInt(maxOutputTokens, 10)
@@ -185,8 +173,63 @@ class GoogleGenerativeAI_ChatModels implements INode {
if (cache) model.cache = cache
if (temperature) model.temperature = parseFloat(temperature)
// Safety Settings
let harmCategories: string[] = convertMultiOptionsToStringArray(harmCategory)
let harmBlockThresholds: string[] = convertMultiOptionsToStringArray(harmBlockThreshold)
if (harmCategories.length != harmBlockThresholds.length)
throw new Error(`Harm Category & Harm Block Threshold are not the same length`)
const safetySettings: SafetySetting[] = harmCategories.map((value, index) => {
return {
category: categoryInput(value),
threshold: thresholdInput(harmBlockThresholds[index])
}
})
if (safetySettings.length > 0) model.safetySettings = safetySettings
return model
}
}
const categoryInput = (categoryInput: string): HarmCategory => {
let categoryOutput: HarmCategory
switch (categoryInput) {
case HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT:
categoryOutput = HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT
break
case HarmCategory.HARM_CATEGORY_HATE_SPEECH:
categoryOutput = HarmCategory.HARM_CATEGORY_HATE_SPEECH
break
case HarmCategory.HARM_CATEGORY_HARASSMENT:
categoryOutput = HarmCategory.HARM_CATEGORY_HARASSMENT
break
case HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT:
categoryOutput = HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT
break
default:
categoryOutput = HarmCategory.HARM_CATEGORY_UNSPECIFIED
}
return categoryOutput
}
const thresholdInput = (thresholdInput: string): HarmBlockThreshold => {
let thresholdOutput: HarmBlockThreshold
switch (thresholdInput) {
case HarmBlockThreshold.BLOCK_LOW_AND_ABOVE:
thresholdOutput = HarmBlockThreshold.BLOCK_LOW_AND_ABOVE
break
case HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE:
thresholdOutput = HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE
break
case HarmBlockThreshold.BLOCK_NONE:
thresholdOutput = HarmBlockThreshold.BLOCK_NONE
break
case HarmBlockThreshold.BLOCK_ONLY_HIGH:
thresholdOutput = HarmBlockThreshold.BLOCK_ONLY_HIGH
break
default:
thresholdOutput = HarmBlockThreshold.HARM_BLOCK_THRESHOLD_UNSPECIFIED
}
return thresholdOutput
}
module.exports = { nodeClass: GoogleGenerativeAI_ChatModels }
+1
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@@ -25,6 +25,7 @@
"@gomomento/sdk": "^1.51.1",
"@gomomento/sdk-core": "^1.51.1",
"@google-ai/generativelanguage": "^0.2.1",
"@google/generative-ai": "^0.1.3",
"@huggingface/inference": "^2.6.1",
"@langchain/google-genai": "^0.0.6",
"@langchain/mistralai": "^0.0.6",
+2 -2
View File
@@ -675,11 +675,11 @@ export const convertBaseMessagetoIMessage = (messages: BaseMessage[]): IMessage[
}
/**
* Convert String to Array String
* Convert MultiOptions String to String Array
* @param {string} inputString
* @returns {string[]}
*/
export const convertStringToArrayString = (inputString: string): string[] => {
export const convertMultiOptionsToStringArray = (inputString: string): string[] => {
let ArrayString: string[] = []
if (inputString) {
try {