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add llamaindex

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Henry
2023-12-04 20:04:09 +00:00
parent 423c23aaf0
commit 40f8371de9
56 changed files with 4509 additions and 536 deletions
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packages/components/nodes/chatmodels/ChatAnthropic/ChatAnthropic.ts
+2 -61
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@@ -3,6 +3,7 @@ import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../
import { AnthropicInput, ChatAnthropic } from 'langchain/chat_models/anthropic'
import { BaseCache } from 'langchain/schema'
import { BaseLLMParams } from 'langchain/llms/base'
import { availableModels } from './utils'
class ChatAnthropic_ChatModels implements INode {
label: string
@@ -42,67 +43,7 @@ class ChatAnthropic_ChatModels implements INode {
label: 'Model Name',
name: 'modelName',
type: 'options',
options: [
{
label: 'claude-2',
name: 'claude-2',
description: 'Claude 2 latest major version, automatically get updates to the model as they are released'
},
{
label: 'claude-2.1',
name: 'claude-2.1',
description: 'Claude 2 latest full version'
},
{
label: 'claude-instant-1',
name: 'claude-instant-1',
description: 'Claude Instant latest major version, automatically get updates to the model as they are released'
},
{
label: 'claude-v1',
name: 'claude-v1'
},
{
label: 'claude-v1-100k',
name: 'claude-v1-100k'
},
{
label: 'claude-v1.0',
name: 'claude-v1.0'
},
{
label: 'claude-v1.2',
name: 'claude-v1.2'
},
{
label: 'claude-v1.3',
name: 'claude-v1.3'
},
{
label: 'claude-v1.3-100k',
name: 'claude-v1.3-100k'
},
{
label: 'claude-instant-v1',
name: 'claude-instant-v1'
},
{
label: 'claude-instant-v1-100k',
name: 'claude-instant-v1-100k'
},
{
label: 'claude-instant-v1.0',
name: 'claude-instant-v1.0'
},
{
label: 'claude-instant-v1.1',
name: 'claude-instant-v1.1'
},
{
label: 'claude-instant-v1.1-100k',
name: 'claude-instant-v1.1-100k'
}
],
options: [...availableModels],
default: 'claude-2',
optional: true
},
packages/components/nodes/chatmodels/ChatAnthropic/ChatAnthropic_LlamaIndex.ts
+94
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@@ -0,0 +1,94 @@
import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface'
import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'
import { Anthropic } from 'llamaindex'
import { availableModels } from './utils'
class ChatAnthropic_LlamaIndex_ChatModels implements INode {
label: string
name: string
version: number
type: string
icon: string
category: string
description: string
tags: string[]
baseClasses: string[]
credential: INodeParams
inputs: INodeParams[]
constructor() {
this.label = 'ChatAnthropic'
this.name = 'chatAnthropic_LlamaIndex'
this.version = 1.0
this.type = 'ChatAnthropic'
this.icon = 'chatAnthropic.png'
this.category = 'Chat Models'
this.description = 'Wrapper around ChatAnthropic LLM with LlamaIndex implementation'
this.baseClasses = [this.type, 'BaseChatModel_LlamaIndex', ...getBaseClasses(Anthropic)]
this.tags = ['LlamaIndex']
this.credential = {
label: 'Connect Credential',
name: 'credential',
type: 'credential',
credentialNames: ['anthropicApi']
}
this.inputs = [
{
label: 'Model Name',
name: 'modelName',
type: 'options',
options: [...availableModels],
default: 'claude-2',
optional: true
},
{
label: 'Temperature',
name: 'temperature',
type: 'number',
step: 0.1,
default: 0.9,
optional: true
},
{
label: 'Max Tokens',
name: 'maxTokensToSample',
type: 'number',
step: 1,
optional: true,
additionalParams: true
},
{
label: 'Top P',
name: 'topP',
type: 'number',
step: 0.1,
optional: true,
additionalParams: true
}
]
}
async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
const temperature = nodeData.inputs?.temperature as string
const modelName = nodeData.inputs?.modelName as string
const maxTokensToSample = nodeData.inputs?.maxTokensToSample as string
const topP = nodeData.inputs?.topP as string
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
const anthropicApiKey = getCredentialParam('anthropicApiKey', credentialData, nodeData)
const obj: Partial<Anthropic> = {
temperature: parseFloat(temperature),
model: modelName,
apiKey: anthropicApiKey
}
if (maxTokensToSample) obj.maxTokens = parseInt(maxTokensToSample, 10)
if (topP) obj.topP = parseFloat(topP)
const model = new Anthropic(obj)
return model
}
}
module.exports = { nodeClass: ChatAnthropic_LlamaIndex_ChatModels }
packages/components/nodes/chatmodels/ChatAnthropic/utils.ts
+61
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@@ -0,0 +1,61 @@
export const availableModels = [
{
label: 'claude-2',
name: 'claude-2',
description: 'Claude 2 latest major version, automatically get updates to the model as they are released'
},
{
label: 'claude-2.1',
name: 'claude-2.1',
description: 'Claude 2 latest full version'
},
{
label: 'claude-instant-1',
name: 'claude-instant-1',
description: 'Claude Instant latest major version, automatically get updates to the model as they are released'
},
{
label: 'claude-v1',
name: 'claude-v1'
},
{
label: 'claude-v1-100k',
name: 'claude-v1-100k'
},
{
label: 'claude-v1.0',
name: 'claude-v1.0'
},
{
label: 'claude-v1.2',
name: 'claude-v1.2'
},
{
label: 'claude-v1.3',
name: 'claude-v1.3'
},
{
label: 'claude-v1.3-100k',
name: 'claude-v1.3-100k'
},
{
label: 'claude-instant-v1',
name: 'claude-instant-v1'
},
{
label: 'claude-instant-v1-100k',
name: 'claude-instant-v1-100k'
},
{
label: 'claude-instant-v1.0',
name: 'claude-instant-v1.0'
},
{
label: 'claude-instant-v1.1',
name: 'claude-instant-v1.1'
},
{
label: 'claude-instant-v1.1-100k',
name: 'claude-instant-v1.1-100k'
}
]