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Feature/Add tool choices to openai assistant (#2682) 

add tool choices to openai
pull/2683/head
Henry Heng 2024-06-19 22:41:53 +01:00 committed by GitHub
parent 8bb841641e
commit 72e5287343
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GPG Key ID: B5690EEEBB952194
5 changed files with 90 additions and 50 deletions
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2
package.json
View File

@ -65,6 +65,6 @@
"resolutions": {
"@qdrant/openapi-typescript-fetch": "1.2.1",
"@google/generative-ai": "^0.7.0",
"openai": "4.38.3"
"openai": "4.51.0"
}
}

48
packages/components/nodes/agents/OpenAIAssistant/OpenAIAssistant.ts
View File

@ -27,7 +27,7 @@ class OpenAIAssistant_Agents implements INode {
constructor() {
this.label = 'OpenAI Assistant'
this.name = 'openAIAssistant'
this.version = 3.0
this.version = 4.0
this.type = 'OpenAIAssistant'
this.category = 'Agents'
this.icon = 'assistant.svg'
@ -54,6 +54,25 @@ class OpenAIAssistant_Agents implements INode {
optional: true,
list: true
},
{
label: 'Tool Choice',
name: 'toolChoice',
type: 'string',
description:
'Controls which (if any) tool is called by the model. Can be "none", "auto", "required", or the name of a tool. Refer <a href="https://platform.openai.com/docs/api-reference/runs/createRun#runs-createrun-tool_choice" target="_blank">here</a> for more information',
placeholder: 'file_search',
optional: true,
additionalParams: true
},
{
label: 'Parallel Tool Calls',
name: 'parallelToolCalls',
type: 'boolean',
description: 'Whether to enable parallel function calling during tool use. Defaults to true',
default: true,
optional: true,
additionalParams: true
},
{
label: 'Disable File Download',
name: 'disableFileDownload',
@ -155,6 +174,8 @@ class OpenAIAssistant_Agents implements INode {
const databaseEntities = options.databaseEntities as IDatabaseEntity
const disableFileDownload = nodeData.inputs?.disableFileDownload as boolean
const moderations = nodeData.inputs?.inputModeration as Moderation[]
const _toolChoice = nodeData.inputs?.toolChoice as string
const parallelToolCalls = nodeData.inputs?.parallelToolCalls as boolean
const isStreaming = options.socketIO && options.socketIOClientId
const socketIO = isStreaming ? options.socketIO : undefined
const socketIOClientId = isStreaming ? options.socketIOClientId : ''
@ -273,10 +294,25 @@ class OpenAIAssistant_Agents implements INode {
let runThreadId = ''
let isStreamingStarted = false
let toolChoice: any
if (_toolChoice) {
if (_toolChoice === 'file_search') {
toolChoice = { type: 'file_search' }
} else if (_toolChoice === 'code_interpreter') {
toolChoice = { type: 'code_interpreter' }
} else if (_toolChoice === 'none' || _toolChoice === 'auto' || _toolChoice === 'required') {
toolChoice = _toolChoice
} else {
toolChoice = { type: 'function', function: { name: _toolChoice } }
}
}
if (isStreaming) {
const streamThread = await openai.beta.threads.runs.create(threadId, {
assistant_id: retrievedAssistant.id,
stream: true
stream: true,
tool_choice: toolChoice,
parallel_tool_calls: parallelToolCalls
})
for await (const event of streamThread) {
@ -599,7 +635,9 @@ class OpenAIAssistant_Agents implements INode {
// Polling run status
const runThread = await openai.beta.threads.runs.create(threadId, {
assistant_id: retrievedAssistant.id
assistant_id: retrievedAssistant.id,
tool_choice: toolChoice,
parallel_tool_calls: parallelToolCalls
})
runThreadId = runThread.id
let state = await promise(threadId, runThread.id)
@ -612,7 +650,9 @@ class OpenAIAssistant_Agents implements INode {
if (retries > 0) {
retries -= 1
const newRunThread = await openai.beta.threads.runs.create(threadId, {
assistant_id: retrievedAssistant.id
assistant_id: retrievedAssistant.id,
tool_choice: toolChoice,
parallel_tool_calls: parallelToolCalls
})
runThreadId = newRunThread.id
state = await promise(threadId, newRunThread.id)

2
packages/components/package.json
View File

@ -96,7 +96,7 @@
"node-html-markdown": "^1.3.0",
"notion-to-md": "^3.1.1",
"object-hash": "^3.0.0",
"openai": "^4.38.3",
"openai": "^4.51.0",
"pdf-parse": "^1.1.1",
"pdfjs-dist": "^3.7.107",
"pg": "^8.11.2",

2
packages/server/package.json
View File

@ -75,7 +75,7 @@
"moment-timezone": "^0.5.34",
"multer": "^1.4.5-lts.1",
"mysql2": "^3.9.2",
"openai": "^4.20.0",
"openai": "^4.51.0",
"pg": "^8.11.1",
"posthog-node": "^3.5.0",
"reflect-metadata": "^0.1.13",

86
pnpm-lock.yaml
View File

@ -7,7 +7,7 @@ settings:
overrides:
'@qdrant/openapi-typescript-fetch': 1.2.1
'@google/generative-ai': ^0.7.0
openai: 4.38.3
openai: 4.51.0
importers:
.:
@ -104,7 +104,7 @@ importers:
version: 8.12.2
'@getzep/zep-cloud':
specifier: npm:@getzep/zep-js@next
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'@getzep/zep-js':
specifier: ^0.9.0
version: 0.9.0
@ -131,7 +131,7 @@ importers:
version: 0.0.7(encoding@0.1.13)
'@langchain/community':
specifier: ^0.0.43
version: 0.0.43(@aws-crypto/sha256-js@5.2.0)(@aws-sdk/client-bedrock-runtime@3.422.0)(@aws-sdk/client-dynamodb@3.529.1)(@aws-sdk/credential-provider-node@3.529.1)(@datastax/astra-db-ts@0.1.4)(@elastic/elasticsearch@8.12.2)(@getzep/zep-js@0.9.0)(@gomomento/sdk-core@1.68.1)(@gomomento/sdk@1.68.1(encoding@0.1.13))(@google-ai/generativelanguage@0.2.1(encoding@0.1.13))(@huggingface/inference@2.6.4)(@opensearch-project/opensearch@1.2.0)(@pinecone-database/pinecone@2.2.2)(@qdrant/js-client-rest@1.8.1(typescript@4.9.5))(@smithy/eventstream-codec@2.1.4)(@smithy/protocol-http@3.2.2)(@smithy/signature-v4@2.1.4)(@smithy/util-utf8@2.2.0)(@supabase/postgrest-js@1.9.2)(@supabase/supabase-js@2.39.8(bufferutil@4.0.8)(utf-8-validate@6.0.4))(@upstash/redis@1.22.1(encoding@0.1.13))(@upstash/vector@1.0.7)(@xenova/transformers@2.17.1)(@zilliz/milvus2-sdk-node@2.3.5)(chromadb@1.8.1(@google/generative-ai@0.7.0)(cohere-ai@6.2.2)(encoding@0.1.13)(openai@4.38.3(encoding@0.1.13)))(cohere-ai@6.2.2)(couchbase@4.3.1)(encoding@0.1.13)(faiss-node@0.5.1)(google-auth-library@9.6.3(encoding@0.1.13))(html-to-text@9.0.5)(ioredis@5.3.2)(jsdom@22.1.0(bufferutil@4.0.8)(canvas@2.11.2(encoding@0.1.13))(utf-8-validate@6.0.4))(lodash@4.17.21)(lunary@0.6.16(openai@4.38.3(encoding@0.1.13))(react@18.2.0))(mongodb@6.3.0(gcp-metadata@6.1.0(encoding@0.1.13))(socks@2.8.1))(mysql2@3.9.2)(pg@8.11.3)(portkey-ai@0.1.16)(redis@4.6.13)(replicate@0.18.1)(typeorm@0.3.20(ioredis@5.3.2)(mongodb@6.3.0(gcp-metadata@6.1.0(encoding@0.1.13))(socks@2.8.1))(mysql2@3.9.2)(pg@8.11.3)(redis@4.6.13)(sqlite3@5.1.7)(ts-node@10.9.2(@swc/core@1.4.6)(@types/node@20.12.12)(typescript@4.9.5)))(weaviate-ts-client@1.6.0(encoding@0.1.13)(graphql@16.8.1))(ws@8.16.0(bufferutil@4.0.8)(utf-8-validate@6.0.4))
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'@langchain/core':
specifier: ^0.1.63
version: 0.1.63
@ -212,7 +212,7 @@ importers:
version: 1.0.0-rc.12
chromadb:
specifier: ^1.5.11
version: 1.8.1(@google/generative-ai@0.7.0)(cohere-ai@6.2.2)(encoding@0.1.13)(openai@4.38.3(encoding@0.1.13))
version: 1.8.1(@google/generative-ai@0.7.0)(cohere-ai@6.2.2)(encoding@0.1.13)(openai@4.51.0(encoding@0.1.13))
cohere-ai:
specifier: ^6.2.0
version: 6.2.2
@ -263,13 +263,13 @@ importers:
version: 5.0.1
langchain:
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@ -29331,7 +29331,7 @@ snapshots:
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assemblyai: 4.4.3(bufferutil@4.0.8)(utf-8-validate@6.0.4)
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js-tiktoken: 1.0.12
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@ -29340,7 +29340,7 @@ snapshots:
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transitivePeerDependencies:
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@ -31221,7 +31221,7 @@ snapshots:
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@ -32438,7 +32438,7 @@ snapshots:
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'@types/node': 20.12.12
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