diff --git a/package.json b/package.json index eed5b3a9b61cb..ea8bd1feda2f9 100644 --- a/package.json +++ b/package.json @@ -104,6 +104,7 @@ "@appland/sql-parser": "^1.5.1", "@aws-crypto/sha256-js": "^5.2.0", "@aws-crypto/util": "^5.2.0", + "@aws-sdk/client-bedrock-runtime": "^3.687.0", "@babel/runtime": "^7.24.7", "@dagrejs/dagre": "^1.1.4", "@dnd-kit/core": "^6.1.0", @@ -1019,7 +1020,8 @@ "@kbn/xstate-utils": "link:packages/kbn-xstate-utils", "@kbn/zod": "link:packages/kbn-zod", "@kbn/zod-helpers": "link:packages/kbn-zod-helpers", - "@langchain/community": "0.3.11", + "@langchain/aws": "^0.1.2", + "@langchain/community": "0.3.14", "@langchain/core": "^0.3.16", "@langchain/google-common": "^0.1.1", "@langchain/google-genai": "^0.1.2", @@ -1054,7 +1056,9 @@ "@slack/webhook": "^7.0.1", "@smithy/eventstream-codec": "^3.1.1", "@smithy/eventstream-serde-node": "^3.0.3", - "@smithy/protocol-http": "^4.0.2", + "@smithy/middleware-stack": "^3.0.10", + "@smithy/node-http-handler": "^3.3.1", + "@smithy/protocol-http": "^4.1.7", "@smithy/signature-v4": "^3.1.1", "@smithy/types": "^3.2.0", "@smithy/util-utf8": "^3.0.0", diff --git a/x-pack/packages/kbn-langchain/server/index.ts b/x-pack/packages/kbn-langchain/server/index.ts index 4ffe3aec864d6..ebd1c0e5b49d4 100644 --- a/x-pack/packages/kbn-langchain/server/index.ts +++ b/x-pack/packages/kbn-langchain/server/index.ts @@ -11,6 +11,7 @@ import { ActionsClientLlm } from './language_models/llm'; import { ActionsClientSimpleChatModel } from './language_models/simple_chat_model'; import { ActionsClientGeminiChatModel } from './language_models/gemini_chat'; import { ActionsClientChatVertexAI } from './language_models/chat_vertex'; +import { ActionsClientChatBedrockConverse } from './language_models/chat_bedrock_converse'; import { parseBedrockStream } from './utils/bedrock'; import { parseGeminiResponse } from './utils/gemini'; import { getDefaultArguments } from './language_models/constants'; @@ -25,4 +26,5 @@ export { ActionsClientGeminiChatModel, ActionsClientLlm, ActionsClientSimpleChatModel, + ActionsClientChatBedrockConverse, }; diff --git a/x-pack/packages/kbn-langchain/server/language_models/bedrock_chat.ts b/x-pack/packages/kbn-langchain/server/language_models/bedrock_chat.ts index ac229b97c8757..70395298d3c98 100644 --- a/x-pack/packages/kbn-langchain/server/language_models/bedrock_chat.ts +++ b/x-pack/packages/kbn-langchain/server/language_models/bedrock_chat.ts @@ -9,11 +9,8 @@ import { BedrockChat as _BedrockChat } from '@langchain/community/chat_models/be import type { ActionsClient } from '@kbn/actions-plugin/server'; import { BaseChatModelParams } from '@langchain/core/language_models/chat_models'; import { Logger } from '@kbn/logging'; -import { Readable } from 'stream'; import { PublicMethodsOf } from '@kbn/utility-types'; - -export const DEFAULT_BEDROCK_MODEL = 'anthropic.claude-3-5-sonnet-20240620-v1:0'; -export const DEFAULT_BEDROCK_REGION = 'us-east-1'; +import { prepareMessages, DEFAULT_BEDROCK_MODEL, DEFAULT_BEDROCK_REGION } from '../utils/bedrock'; export interface CustomChatModelInput extends BaseChatModelParams { actionsClient: PublicMethodsOf; @@ -25,6 +22,11 @@ export interface CustomChatModelInput extends BaseChatModelParams { maxTokens?: number; } +/** + * @deprecated Use the ActionsClientChatBedrockConverse chat model instead. + * ActionsClientBedrockChatModel chat model supports non-streaming only the Bedrock Invoke API. + * The LangChain team will support only the Bedrock Converse API in the future. + */ export class ActionsClientBedrockChatModel extends _BedrockChat { constructor({ actionsClient, connectorId, logger, ...params }: CustomChatModelInput) { super({ @@ -36,32 +38,10 @@ export class ActionsClientBedrockChatModel extends _BedrockChat { fetchFn: async (url, options) => { const inputBody = JSON.parse(options?.body as string); - if (this.streaming && !inputBody.tools?.length) { - const data = (await actionsClient.execute({ - actionId: connectorId, - params: { - subAction: 'invokeStream', - subActionParams: { - messages: inputBody.messages, - temperature: params.temperature ?? inputBody.temperature, - stopSequences: inputBody.stop_sequences, - system: inputBody.system, - maxTokens: params.maxTokens ?? inputBody.max_tokens, - tools: inputBody.tools, - anthropicVersion: inputBody.anthropic_version, - }, - }, - })) as { data: Readable; status: string; message?: string; serviceMessage?: string }; - - if (data.status === 'error') { - throw new Error( - `ActionsClientBedrockChat: action result status is error: ${data?.message} - ${data?.serviceMessage}` - ); - } - - return { - body: Readable.toWeb(data.data), - } as unknown as Response; + if (this.streaming) { + throw new Error( + `ActionsClientBedrockChat does not support streaming, use ActionsClientChatBedrockConverse instead` + ); } const data = (await actionsClient.execute({ @@ -84,7 +64,6 @@ export class ActionsClientBedrockChatModel extends _BedrockChat { message?: string; serviceMessage?: string; }; - if (data.status === 'error') { throw new Error( `ActionsClientBedrockChat: action result status is error: ${data?.message} - ${data?.serviceMessage}` @@ -99,20 +78,3 @@ export class ActionsClientBedrockChatModel extends _BedrockChat { }); } } - -const prepareMessages = (messages: Array<{ role: string; content: string[] }>) => - messages.reduce((acc, { role, content }) => { - const lastMessage = acc[acc.length - 1]; - - if (!lastMessage || lastMessage.role !== role) { - acc.push({ role, content }); - return acc; - } - - if (lastMessage.role === role) { - acc[acc.length - 1].content = lastMessage.content.concat(content); - return acc; - } - - return acc; - }, [] as Array<{ role: string; content: string[] }>); diff --git a/x-pack/packages/kbn-langchain/server/language_models/chat_bedrock_converse/bedrock_runtime_client.ts b/x-pack/packages/kbn-langchain/server/language_models/chat_bedrock_converse/bedrock_runtime_client.ts new file mode 100644 index 0000000000000..359342870a8b9 --- /dev/null +++ b/x-pack/packages/kbn-langchain/server/language_models/chat_bedrock_converse/bedrock_runtime_client.ts @@ -0,0 +1,37 @@ +/* + * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one + * or more contributor license agreements. Licensed under the Elastic License + * 2.0; you may not use this file except in compliance with the Elastic License + * 2.0. + */ + +import { + BedrockRuntimeClient as _BedrockRuntimeClient, + BedrockRuntimeClientConfig, +} from '@aws-sdk/client-bedrock-runtime'; +import { constructStack } from '@smithy/middleware-stack'; +import { PublicMethodsOf } from '@kbn/utility-types'; +import type { ActionsClient } from '@kbn/actions-plugin/server'; + +import { NodeHttpHandler } from './node_http_handler'; + +export interface CustomChatModelInput extends BedrockRuntimeClientConfig { + actionsClient: PublicMethodsOf; + connectorId: string; + streaming?: boolean; +} + +export class BedrockRuntimeClient extends _BedrockRuntimeClient { + middlewareStack: _BedrockRuntimeClient['middlewareStack']; + + constructor({ actionsClient, connectorId, ...fields }: CustomChatModelInput) { + super(fields ?? {}); + this.config.requestHandler = new NodeHttpHandler({ + streaming: fields.streaming ?? true, + actionsClient, + connectorId, + }); + // eliminate middleware steps that handle auth as Kibana connector handles auth + this.middlewareStack = constructStack() as _BedrockRuntimeClient['middlewareStack']; + } +} diff --git a/x-pack/packages/kbn-langchain/server/language_models/chat_bedrock_converse/chat_bedrock_converse.ts b/x-pack/packages/kbn-langchain/server/language_models/chat_bedrock_converse/chat_bedrock_converse.ts new file mode 100644 index 0000000000000..bdc84130925d6 --- /dev/null +++ b/x-pack/packages/kbn-langchain/server/language_models/chat_bedrock_converse/chat_bedrock_converse.ts @@ -0,0 +1,50 @@ +/* + * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one + * or more contributor license agreements. Licensed under the Elastic License + * 2.0; you may not use this file except in compliance with the Elastic License + * 2.0. + */ +import { ChatBedrockConverse } from '@langchain/aws'; +import type { ActionsClient } from '@kbn/actions-plugin/server'; +import { BaseChatModelParams } from '@langchain/core/language_models/chat_models'; +import { Logger } from '@kbn/logging'; +import { PublicMethodsOf } from '@kbn/utility-types'; +import { BedrockRuntimeClient } from './bedrock_runtime_client'; +import { DEFAULT_BEDROCK_MODEL, DEFAULT_BEDROCK_REGION } from '../../utils/bedrock'; + +export interface CustomChatModelInput extends BaseChatModelParams { + actionsClient: PublicMethodsOf; + connectorId: string; + logger: Logger; + signal?: AbortSignal; + model?: string; +} + +/** + * Custom chat model class for Bedrock Converse API. + * The ActionsClientChatBedrockConverse chat model supports streaming and + * non-streaming via the Bedrock Converse and ConverseStream APIs. + * + * @param {Object} params - The parameters for the chat model. + * @param {ActionsClient} params.actionsClient - The actions client. + * @param {string} params.connectorId - The connector ID. + * @param {Logger} params.logger - The logger instance. + * @param {AbortSignal} [params.signal] - Optional abort signal. + * @param {string} [params.model] - Optional model name. + */ +export class ActionsClientChatBedrockConverse extends ChatBedrockConverse { + constructor({ actionsClient, connectorId, logger, ...fields }: CustomChatModelInput) { + super({ + ...(fields ?? {}), + credentials: { accessKeyId: '', secretAccessKey: '' }, + model: fields?.model ?? DEFAULT_BEDROCK_MODEL, + region: DEFAULT_BEDROCK_REGION, + }); + this.client = new BedrockRuntimeClient({ + actionsClient, + connectorId, + streaming: this.streaming, + region: DEFAULT_BEDROCK_REGION, + }); + } +} diff --git a/x-pack/packages/kbn-langchain/server/language_models/chat_bedrock_converse/index.ts b/x-pack/packages/kbn-langchain/server/language_models/chat_bedrock_converse/index.ts new file mode 100644 index 0000000000000..2d22184224166 --- /dev/null +++ b/x-pack/packages/kbn-langchain/server/language_models/chat_bedrock_converse/index.ts @@ -0,0 +1,10 @@ +/* + * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one + * or more contributor license agreements. Licensed under the Elastic License + * 2.0; you may not use this file except in compliance with the Elastic License + * 2.0. + */ + +import { ActionsClientChatBedrockConverse } from './chat_bedrock_converse'; + +export { ActionsClientChatBedrockConverse }; diff --git a/x-pack/packages/kbn-langchain/server/language_models/chat_bedrock_converse/node_http_handler.test.ts b/x-pack/packages/kbn-langchain/server/language_models/chat_bedrock_converse/node_http_handler.test.ts new file mode 100644 index 0000000000000..ba8a1db1fbb00 --- /dev/null +++ b/x-pack/packages/kbn-langchain/server/language_models/chat_bedrock_converse/node_http_handler.test.ts @@ -0,0 +1,125 @@ +/* + * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one + * or more contributor license agreements. Licensed under the Elastic License + * 2.0; you may not use this file except in compliance with the Elastic License + * 2.0. + */ + +import { NodeHttpHandler } from './node_http_handler'; +import { HttpRequest } from '@smithy/protocol-http'; +import { actionsClientMock } from '@kbn/actions-plugin/server/actions_client/actions_client.mock'; +import { Readable } from 'stream'; +import { fromUtf8 } from '@smithy/util-utf8'; + +const mockActionsClient = actionsClientMock.create(); +const connectorId = 'mock-connector-id'; +const mockOutput = { + output: { + message: { + role: 'assistant', + content: [{ text: 'This is a response from the assistant.' }], + }, + }, + stopReason: 'end_turn', + usage: { inputTokens: 10, outputTokens: 20, totalTokens: 30 }, + metrics: { latencyMs: 123 }, + additionalModelResponseFields: {}, + trace: { guardrail: { modelOutput: ['Output text'] } }, +}; +describe('NodeHttpHandler', () => { + let handler: NodeHttpHandler; + + beforeEach(() => { + jest.clearAllMocks(); + handler = new NodeHttpHandler({ + streaming: false, + actionsClient: mockActionsClient, + connectorId, + }); + + mockActionsClient.execute.mockResolvedValue({ + data: mockOutput, + actionId: 'mock-action-id', + status: 'ok', + }); + }); + + it('handles non-streaming requests successfully', async () => { + const request = new HttpRequest({ + body: JSON.stringify({ messages: [] }), + }); + + const result = await handler.handle(request); + + expect(result.response.statusCode).toBe(200); + expect(result.response.headers['content-type']).toBe('application/json'); + expect(result.response.body).toStrictEqual(fromUtf8(JSON.stringify(mockOutput))); + }); + + it('handles streaming requests successfully', async () => { + handler = new NodeHttpHandler({ + streaming: true, + actionsClient: mockActionsClient, + connectorId, + }); + + const request = new HttpRequest({ + body: JSON.stringify({ messages: [] }), + }); + + const readable = new Readable(); + readable.push('streaming data'); + readable.push(null); + + mockActionsClient.execute.mockResolvedValue({ + data: readable, + status: 'ok', + actionId: 'mock-action-id', + }); + + const result = await handler.handle(request); + + expect(result.response.statusCode).toBe(200); + expect(result.response.body).toBe(readable); + }); + + it('throws an error for non-streaming requests with error status', async () => { + const request = new HttpRequest({ + body: JSON.stringify({ messages: [] }), + }); + + mockActionsClient.execute.mockResolvedValue({ + status: 'error', + message: 'error message', + serviceMessage: 'service error message', + actionId: 'mock-action-id', + }); + + await expect(handler.handle(request)).rejects.toThrow( + 'ActionsClientBedrockChat: action result status is error: error message - service error message' + ); + }); + + it('throws an error for streaming requests with error status', async () => { + handler = new NodeHttpHandler({ + streaming: true, + actionsClient: mockActionsClient, + connectorId, + }); + + const request = new HttpRequest({ + body: JSON.stringify({ messages: [] }), + }); + + mockActionsClient.execute.mockResolvedValue({ + status: 'error', + message: 'error message', + serviceMessage: 'service error message', + actionId: 'mock-action-id', + }); + + await expect(handler.handle(request)).rejects.toThrow( + 'ActionsClientBedrockChat: action result status is error: error message - service error message' + ); + }); +}); diff --git a/x-pack/packages/kbn-langchain/server/language_models/chat_bedrock_converse/node_http_handler.ts b/x-pack/packages/kbn-langchain/server/language_models/chat_bedrock_converse/node_http_handler.ts new file mode 100644 index 0000000000000..bd5143ef45d4a --- /dev/null +++ b/x-pack/packages/kbn-langchain/server/language_models/chat_bedrock_converse/node_http_handler.ts @@ -0,0 +1,88 @@ +/* + * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one + * or more contributor license agreements. Licensed under the Elastic License + * 2.0; you may not use this file except in compliance with the Elastic License + * 2.0. + */ + +import { NodeHttpHandler as _NodeHttpHandler } from '@smithy/node-http-handler'; +import { HttpRequest, HttpResponse } from '@smithy/protocol-http'; +import { HttpHandlerOptions, NodeHttpHandlerOptions } from '@smithy/types'; +import { PublicMethodsOf } from '@kbn/utility-types'; +import type { ActionsClient } from '@kbn/actions-plugin/server'; +import { Readable } from 'stream'; +import { fromUtf8 } from '@smithy/util-utf8'; +import { ConverseResponse } from '@aws-sdk/client-bedrock-runtime'; +import { prepareMessages } from '../../utils/bedrock'; + +interface NodeHandlerOptions extends NodeHttpHandlerOptions { + streaming: boolean; + actionsClient: PublicMethodsOf; + connectorId: string; +} + +export class NodeHttpHandler extends _NodeHttpHandler { + streaming: boolean; + actionsClient: PublicMethodsOf; + connectorId: string; + constructor(options: NodeHandlerOptions) { + super(options); + this.streaming = options.streaming; + this.actionsClient = options.actionsClient; + this.connectorId = options.connectorId; + } + + async handle( + request: HttpRequest, + options: HttpHandlerOptions = {} + ): Promise<{ response: HttpResponse }> { + const body = JSON.parse(request.body); + const messages = prepareMessages(body.messages); + + if (this.streaming) { + const data = (await this.actionsClient.execute({ + actionId: this.connectorId, + params: { + subAction: 'converseStream', + subActionParams: { ...body, messages, signal: options.abortSignal }, + }, + })) as { data: Readable; status: string; message?: string; serviceMessage?: string }; + + if (data.status === 'error') { + throw new Error( + `ActionsClientBedrockChat: action result status is error: ${data?.message} - ${data?.serviceMessage}` + ); + } + + return { + response: { + statusCode: 200, + headers: {}, + body: data.data, + }, + }; + } + + const data = (await this.actionsClient.execute({ + actionId: this.connectorId, + params: { + subAction: 'converse', + subActionParams: { ...body, messages, signal: options.abortSignal }, + }, + })) as { data: ConverseResponse; status: string; message?: string; serviceMessage?: string }; + + if (data.status === 'error') { + throw new Error( + `ActionsClientBedrockChat: action result status is error: ${data?.message} - ${data?.serviceMessage}` + ); + } + + return { + response: { + statusCode: 200, + headers: { 'content-type': 'application/json' }, + body: fromUtf8(JSON.stringify(data.data)), + }, + }; + } +} diff --git a/x-pack/packages/kbn-langchain/server/utils/bedrock.ts b/x-pack/packages/kbn-langchain/server/utils/bedrock.ts index 39e5e77864fef..7c8c069e5eb5a 100644 --- a/x-pack/packages/kbn-langchain/server/utils/bedrock.ts +++ b/x-pack/packages/kbn-langchain/server/utils/bedrock.ts @@ -222,3 +222,27 @@ function parseContent(content: Array<{ text?: string; type: string }>): string { } return parsedContent; } + +/** + * Prepare messages for the bedrock API by combining messages from the same role + * @param messages + */ +export const prepareMessages = (messages: Array<{ role: string; content: string[] }>) => + messages.reduce((acc, { role, content }) => { + const lastMessage = acc[acc.length - 1]; + + if (!lastMessage || lastMessage.role !== role) { + acc.push({ role, content }); + return acc; + } + + if (lastMessage.role === role) { + acc[acc.length - 1].content = lastMessage.content.concat(content); + return acc; + } + + return acc; + }, [] as Array<{ role: string; content: string[] }>); + +export const DEFAULT_BEDROCK_MODEL = 'anthropic.claude-3-5-sonnet-20240620-v1:0'; +export const DEFAULT_BEDROCK_REGION = 'us-east-1'; diff --git a/x-pack/plugins/actions/server/integration_tests/__snapshots__/connector_types.test.ts.snap b/x-pack/plugins/actions/server/integration_tests/__snapshots__/connector_types.test.ts.snap index e8b3cc7bebe2a..86f9124702fb2 100644 --- a/x-pack/plugins/actions/server/integration_tests/__snapshots__/connector_types.test.ts.snap +++ b/x-pack/plugins/actions/server/integration_tests/__snapshots__/connector_types.test.ts.snap @@ -10,6 +10,45 @@ Object { "presence": "optional", }, "keys": Object { + "apiType": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "matches": Array [ + Object { + "schema": Object { + "allow": Array [ + "converse", + ], + "flags": Object { + "error": [Function], + "only": true, + }, + "type": "any", + }, + }, + Object { + "schema": Object { + "allow": Array [ + "invoke", + ], + "flags": Object { + "error": [Function], + "only": true, + }, + "type": "any", + }, + }, + ], + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "type": "alternatives", + }, "body": Object { "flags": Object { "error": [Function], @@ -131,6 +170,45 @@ Object { "presence": "optional", }, "keys": Object { + "apiType": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "matches": Array [ + Object { + "schema": Object { + "allow": Array [ + "converse", + ], + "flags": Object { + "error": [Function], + "only": true, + }, + "type": "any", + }, + }, + Object { + "schema": Object { + "allow": Array [ + "invoke", + ], + "flags": Object { + "error": [Function], + "only": true, + }, + "type": "any", + }, + }, + ], + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "type": "alternatives", + }, "body": Object { "flags": Object { "error": [Function], @@ -1393,85 +1471,1019 @@ Object { "presence": "optional", }, "keys": Object { - "apiUrl": Object { + "additionalModelRequestFields": Object { "flags": Object { + "default": [Function], "error": [Function], + "presence": "optional", }, - "rules": Array [ + "metas": Array [ Object { - "args": Object { - "method": [Function], - }, - "name": "custom", + "x-oas-any-type": true, + }, + Object { + "x-oas-optional": true, }, ], - "type": "string", + "type": "any", }, - "defaultModel": Object { + "additionalModelResponseFieldPaths": Object { "flags": Object { - "default": "anthropic.claude-3-5-sonnet-20240620-v1:0", + "default": [Function], "error": [Function], "presence": "optional", }, - "rules": Array [ + "metas": Array [ Object { - "args": Object { - "method": [Function], - }, - "name": "custom", + "x-oas-any-type": true, + }, + Object { + "x-oas-optional": true, }, ], - "type": "string", - }, - }, - "type": "object", -} -`; - -exports[`Connector type config checks detect connector type changes for: .bedrock 8`] = ` -Object { - "flags": Object { - "default": Object { - "special": "deep", + "type": "any", }, - "error": [Function], - "presence": "optional", - }, - "keys": Object { - "accessKey": Object { + "guardrailConfig": Object { "flags": Object { + "default": [Function], "error": [Function], + "presence": "optional", }, - "rules": Array [ + "metas": Array [ Object { - "args": Object { - "method": [Function], - }, - "name": "custom", + "x-oas-any-type": true, + }, + Object { + "x-oas-optional": true, }, ], - "type": "string", + "type": "any", }, - "secret": Object { + "inferenceConfig": Object { "flags": Object { + "default": Object { + "special": "deep", + }, "error": [Function], + "presence": "optional", }, - "rules": Array [ + "keys": Object { + "maxTokens": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "type": "number", + }, + "stopSequences": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "items": Array [ + Object { + "flags": Object { + "error": [Function], + "presence": "optional", + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + ], + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "type": "array", + }, + "temperature": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "type": "number", + }, + "topP": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "type": "number", + }, + }, + "type": "object", + }, + "messages": Object { + "flags": Object { + "error": [Function], + }, + "items": Array [ Object { - "args": Object { - "method": [Function], + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", }, - "name": "custom", + "keys": Object { + "content": Object { + "flags": Object { + "error": [Function], + }, + "metas": Array [ + Object { + "x-oas-any-type": true, + }, + ], + "type": "any", + }, + "role": Object { + "flags": Object { + "error": [Function], + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + }, + "type": "object", }, ], - "type": "string", + "type": "array", }, - }, - "type": "object", -} -`; - + "modelId": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + "signal": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "metas": Array [ + Object { + "x-oas-any-type": true, + }, + Object { + "x-oas-optional": true, + }, + ], + "type": "any", + }, + "system": Object { + "flags": Object { + "error": [Function], + }, + "items": Array [ + Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "text": Object { + "flags": Object { + "error": [Function], + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + }, + "type": "object", + }, + ], + "type": "array", + }, + "toolConfig": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "toolChoice": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + "unknown": true, + }, + "keys": Object {}, + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "preferences": Object { + "stripUnknown": Object { + "objects": false, + }, + }, + "type": "object", + }, + "tools": Object { + "flags": Object { + "error": [Function], + }, + "items": Array [ + Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "toolSpec": Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "description": Object { + "flags": Object { + "error": [Function], + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + "inputSchema": Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "json": Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "$schema": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + "additionalProperties": Object { + "flags": Object { + "error": [Function], + }, + "type": "boolean", + }, + "properties": Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + "unknown": true, + }, + "keys": Object {}, + "preferences": Object { + "stripUnknown": Object { + "objects": false, + }, + }, + "type": "object", + }, + "required": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "items": Array [ + Object { + "flags": Object { + "error": [Function], + "presence": "optional", + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + ], + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "type": "array", + }, + "type": Object { + "flags": Object { + "error": [Function], + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + }, + "type": "object", + }, + }, + "type": "object", + }, + "name": Object { + "flags": Object { + "error": [Function], + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + }, + "type": "object", + }, + }, + "type": "object", + }, + ], + "type": "array", + }, + }, + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "type": "object", + }, + }, + "type": "object", +} +`; + +exports[`Connector type config checks detect connector type changes for: .bedrock 8`] = ` +Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "additionalModelRequestFields": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "metas": Array [ + Object { + "x-oas-any-type": true, + }, + Object { + "x-oas-optional": true, + }, + ], + "type": "any", + }, + "additionalModelResponseFieldPaths": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "metas": Array [ + Object { + "x-oas-any-type": true, + }, + Object { + "x-oas-optional": true, + }, + ], + "type": "any", + }, + "guardrailConfig": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "metas": Array [ + Object { + "x-oas-any-type": true, + }, + Object { + "x-oas-optional": true, + }, + ], + "type": "any", + }, + "inferenceConfig": Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "maxTokens": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "type": "number", + }, + "stopSequences": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "items": Array [ + Object { + "flags": Object { + "error": [Function], + "presence": "optional", + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + ], + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "type": "array", + }, + "temperature": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "type": "number", + }, + "topP": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "type": "number", + }, + }, + "type": "object", + }, + "messages": Object { + "flags": Object { + "error": [Function], + }, + "items": Array [ + Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "content": Object { + "flags": Object { + "error": [Function], + }, + "metas": Array [ + Object { + "x-oas-any-type": true, + }, + ], + "type": "any", + }, + "role": Object { + "flags": Object { + "error": [Function], + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + }, + "type": "object", + }, + ], + "type": "array", + }, + "modelId": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + "signal": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "metas": Array [ + Object { + "x-oas-any-type": true, + }, + Object { + "x-oas-optional": true, + }, + ], + "type": "any", + }, + "system": Object { + "flags": Object { + "error": [Function], + }, + "items": Array [ + Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "text": Object { + "flags": Object { + "error": [Function], + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + }, + "type": "object", + }, + ], + "type": "array", + }, + "toolConfig": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "toolChoice": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + "unknown": true, + }, + "keys": Object {}, + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "preferences": Object { + "stripUnknown": Object { + "objects": false, + }, + }, + "type": "object", + }, + "tools": Object { + "flags": Object { + "error": [Function], + }, + "items": Array [ + Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "toolSpec": Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "description": Object { + "flags": Object { + "error": [Function], + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + "inputSchema": Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "json": Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "$schema": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + "additionalProperties": Object { + "flags": Object { + "error": [Function], + }, + "type": "boolean", + }, + "properties": Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + "unknown": true, + }, + "keys": Object {}, + "preferences": Object { + "stripUnknown": Object { + "objects": false, + }, + }, + "type": "object", + }, + "required": Object { + "flags": Object { + "default": [Function], + "error": [Function], + "presence": "optional", + }, + "items": Array [ + Object { + "flags": Object { + "error": [Function], + "presence": "optional", + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + ], + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "type": "array", + }, + "type": Object { + "flags": Object { + "error": [Function], + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + }, + "type": "object", + }, + }, + "type": "object", + }, + "name": Object { + "flags": Object { + "error": [Function], + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + }, + "type": "object", + }, + }, + "type": "object", + }, + ], + "type": "array", + }, + }, + "metas": Array [ + Object { + "x-oas-optional": true, + }, + ], + "type": "object", + }, + }, + "type": "object", +} +`; + exports[`Connector type config checks detect connector type changes for: .bedrock 9`] = ` +Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "apiUrl": Object { + "flags": Object { + "error": [Function], + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + "defaultModel": Object { + "flags": Object { + "default": "anthropic.claude-3-5-sonnet-20240620-v1:0", + "error": [Function], + "presence": "optional", + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + }, + "type": "object", +} +`; + +exports[`Connector type config checks detect connector type changes for: .bedrock 10`] = ` +Object { + "flags": Object { + "default": Object { + "special": "deep", + }, + "error": [Function], + "presence": "optional", + }, + "keys": Object { + "accessKey": Object { + "flags": Object { + "error": [Function], + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + "secret": Object { + "flags": Object { + "error": [Function], + }, + "rules": Array [ + Object { + "args": Object { + "method": [Function], + }, + "name": "custom", + }, + ], + "type": "string", + }, + }, + "type": "object", +} +`; + +exports[`Connector type config checks detect connector type changes for: .bedrock 11`] = ` Object { "flags": Object { "default": Object { diff --git a/x-pack/plugins/elastic_assistant/server/lib/langchain/graphs/default_assistant_graph/nodes/translations.ts b/x-pack/plugins/elastic_assistant/server/lib/langchain/graphs/default_assistant_graph/nodes/translations.ts index e5a1c14846e23..aee78c16920d8 100644 --- a/x-pack/plugins/elastic_assistant/server/lib/langchain/graphs/default_assistant_graph/nodes/translations.ts +++ b/x-pack/plugins/elastic_assistant/server/lib/langchain/graphs/default_assistant_graph/nodes/translations.ts @@ -18,7 +18,7 @@ const BASE_GEMINI_PROMPT = const KB_CATCH = 'If the knowledge base tool gives empty results, do your best to answer the question from the perspective of an expert security analyst.'; export const GEMINI_SYSTEM_PROMPT = `${BASE_GEMINI_PROMPT} ${KB_CATCH}`; -export const BEDROCK_SYSTEM_PROMPT = `Use tools as often as possible, as they have access to the latest data and syntax. Always return value from ESQLKnowledgeBaseTool as is. Never return tags in the response, but make sure to include tags content in the response. Do not reflect on the quality of the returned search results in your response.`; +export const BEDROCK_SYSTEM_PROMPT = `Use tools as often as possible, as they have access to the latest data and syntax. Always return value from NaturalLanguageESQLTool as is. Never return tags in the response, but make sure to include tags content in the response. Do not reflect on the quality of the returned search results in your response.`; export const GEMINI_USER_PROMPT = `Now, always using the tools at your disposal, step by step, come up with a response to this request:\n\n`; export const STRUCTURED_SYSTEM_PROMPT = `Respond to the human as helpfully and accurately as possible. ${KNOWLEDGE_HISTORY} You have access to the following tools: diff --git a/x-pack/plugins/elastic_assistant/server/routes/utils.ts b/x-pack/plugins/elastic_assistant/server/routes/utils.ts index 54f9ef2c04b90..4cc213f0e0db8 100644 --- a/x-pack/plugins/elastic_assistant/server/routes/utils.ts +++ b/x-pack/plugins/elastic_assistant/server/routes/utils.ts @@ -15,7 +15,7 @@ import type { } from '@kbn/core/server'; import { ActionsClientChatOpenAI, - ActionsClientBedrockChatModel, + ActionsClientChatBedrockConverse, ActionsClientChatVertexAI, } from '@kbn/langchain/server'; import { Connector } from '@kbn/actions-plugin/server/application/connector/types'; @@ -184,7 +184,7 @@ export const getLlmType = (actionTypeId: string): string | undefined => { export const getLlmClass = (llmType?: string) => { switch (llmType) { case 'bedrock': - return ActionsClientBedrockChatModel; + return ActionsClientChatBedrockConverse; case 'gemini': return ActionsClientChatVertexAI; case 'openai': diff --git a/x-pack/plugins/elastic_assistant/server/types.ts b/x-pack/plugins/elastic_assistant/server/types.ts index d328001e86bb8..93f35d11eb877 100755 --- a/x-pack/plugins/elastic_assistant/server/types.ts +++ b/x-pack/plugins/elastic_assistant/server/types.ts @@ -38,7 +38,7 @@ import { LicensingPluginStart, } from '@kbn/licensing-plugin/server'; import { - ActionsClientBedrockChatModel, + ActionsClientChatBedrockConverse, ActionsClientChatOpenAI, ActionsClientChatVertexAI, ActionsClientGeminiChatModel, @@ -215,7 +215,7 @@ export interface AssistantTool { } export type AssistantToolLlm = - | ActionsClientBedrockChatModel + | ActionsClientChatBedrockConverse | ActionsClientChatOpenAI | ActionsClientGeminiChatModel | ActionsClientChatVertexAI; diff --git a/x-pack/plugins/security_solution/server/lib/siem_migrations/rules/task/util/actions_client_chat.ts b/x-pack/plugins/security_solution/server/lib/siem_migrations/rules/task/util/actions_client_chat.ts index 204978c901df6..1659862543078 100644 --- a/x-pack/plugins/security_solution/server/lib/siem_migrations/rules/task/util/actions_client_chat.ts +++ b/x-pack/plugins/security_solution/server/lib/siem_migrations/rules/task/util/actions_client_chat.ts @@ -33,10 +33,7 @@ export type ActionsClientChatModelClass = export type ChatModelParams = Partial & Partial & Partial & - Partial & { - /** Enables the streaming mode of the response, disabled by default */ - streaming?: boolean; - }; + Partial; const llmTypeDictionary: Record = { [`.gen-ai`]: `openai`, @@ -67,7 +64,7 @@ export class ActionsClientChat { llmType, model: connector.config?.defaultModel, ...params, - streaming: params?.streaming ?? false, // disabling streaming by default, for some reason is enabled when omitted + streaming: false, // disabling streaming by default }); return model; } diff --git a/x-pack/plugins/stack_connectors/common/bedrock/constants.ts b/x-pack/plugins/stack_connectors/common/bedrock/constants.ts index f3b133dd783f6..d2ffa0b116bda 100644 --- a/x-pack/plugins/stack_connectors/common/bedrock/constants.ts +++ b/x-pack/plugins/stack_connectors/common/bedrock/constants.ts @@ -21,6 +21,8 @@ export enum SUB_ACTION { INVOKE_STREAM = 'invokeStream', DASHBOARD = 'getDashboard', TEST = 'test', + CONVERSE = 'converse', + CONVERSE_STREAM = 'converseStream', } export const DEFAULT_TIMEOUT_MS = 120000; diff --git a/x-pack/plugins/stack_connectors/common/bedrock/schema.ts b/x-pack/plugins/stack_connectors/common/bedrock/schema.ts index 15ac45c0cf597..c444159c010b2 100644 --- a/x-pack/plugins/stack_connectors/common/bedrock/schema.ts +++ b/x-pack/plugins/stack_connectors/common/bedrock/schema.ts @@ -26,6 +26,11 @@ export const RunActionParamsSchema = schema.object({ signal: schema.maybe(schema.any()), timeout: schema.maybe(schema.number()), raw: schema.maybe(schema.boolean()), + apiType: schema.maybe( + schema.oneOf([schema.literal('converse'), schema.literal('invoke')], { + defaultValue: 'invoke', + }) + ), }); export const BedrockMessageSchema = schema.object( @@ -148,3 +153,54 @@ export const DashboardActionParamsSchema = schema.object({ export const DashboardActionResponseSchema = schema.object({ available: schema.boolean(), }); + +export const ConverseActionParamsSchema = schema.object({ + // Bedrock API Properties + modelId: schema.maybe(schema.string()), + messages: schema.arrayOf( + schema.object({ + role: schema.string(), + content: schema.any(), + }) + ), + system: schema.arrayOf( + schema.object({ + text: schema.string(), + }) + ), + inferenceConfig: schema.object({ + temperature: schema.maybe(schema.number()), + maxTokens: schema.maybe(schema.number()), + stopSequences: schema.maybe(schema.arrayOf(schema.string())), + topP: schema.maybe(schema.number()), + }), + toolConfig: schema.maybe( + schema.object({ + tools: schema.arrayOf( + schema.object({ + toolSpec: schema.object({ + name: schema.string(), + description: schema.string(), + inputSchema: schema.object({ + json: schema.object({ + type: schema.string(), + properties: schema.object({}, { unknowns: 'allow' }), + required: schema.maybe(schema.arrayOf(schema.string())), + additionalProperties: schema.boolean(), + $schema: schema.maybe(schema.string()), + }), + }), + }), + }) + ), + toolChoice: schema.maybe(schema.object({}, { unknowns: 'allow' })), + }) + ), + additionalModelRequestFields: schema.maybe(schema.any()), + additionalModelResponseFieldPaths: schema.maybe(schema.any()), + guardrailConfig: schema.maybe(schema.any()), + // Kibana related properties + signal: schema.maybe(schema.any()), +}); + +export const ConverseActionResponseSchema = schema.object({}, { unknowns: 'allow' }); diff --git a/x-pack/plugins/stack_connectors/common/bedrock/types.ts b/x-pack/plugins/stack_connectors/common/bedrock/types.ts index 9d742e5f892a8..e3dd49538176f 100644 --- a/x-pack/plugins/stack_connectors/common/bedrock/types.ts +++ b/x-pack/plugins/stack_connectors/common/bedrock/types.ts @@ -21,6 +21,8 @@ import { RunApiLatestResponseSchema, BedrockMessageSchema, BedrockToolChoiceSchema, + ConverseActionParamsSchema, + ConverseActionResponseSchema, } from './schema'; export type Config = TypeOf; @@ -37,3 +39,5 @@ export type DashboardActionParams = TypeOf; export type DashboardActionResponse = TypeOf; export type BedrockMessage = TypeOf; export type BedrockToolChoice = TypeOf; +export type ConverseActionParams = TypeOf; +export type ConverseActionResponse = TypeOf; diff --git a/x-pack/plugins/stack_connectors/server/connector_types/bedrock/bedrock.ts b/x-pack/plugins/stack_connectors/server/connector_types/bedrock/bedrock.ts index 9bd5c64404f64..55b631ba9441c 100644 --- a/x-pack/plugins/stack_connectors/server/connector_types/bedrock/bedrock.ts +++ b/x-pack/plugins/stack_connectors/server/connector_types/bedrock/bedrock.ts @@ -21,8 +21,9 @@ import { StreamingResponseSchema, RunActionResponseSchema, RunApiLatestResponseSchema, + ConverseActionParamsSchema, } from '../../../common/bedrock/schema'; -import type { +import { Config, Secrets, RunActionParams, @@ -34,6 +35,8 @@ import type { RunApiLatestResponse, BedrockMessage, BedrockToolChoice, + ConverseActionParams, + ConverseActionResponse, } from '../../../common/bedrock/types'; import { SUB_ACTION, @@ -103,6 +106,18 @@ export class BedrockConnector extends SubActionConnector { method: 'invokeAIRaw', schema: InvokeAIRawActionParamsSchema, }); + + this.registerSubAction({ + name: SUB_ACTION.CONVERSE, + method: 'converse', + schema: ConverseActionParamsSchema, + }); + + this.registerSubAction({ + name: SUB_ACTION.CONVERSE_STREAM, + method: 'converseStream', + schema: ConverseActionParamsSchema, + }); } protected getResponseErrorMessage(error: AxiosError<{ message?: string }>): string { @@ -222,14 +237,18 @@ The Kibana Connector in use may need to be reconfigured with an updated Amazon B * responsible for making a POST request to the external API endpoint and returning the response data * @param body The stringified request body to be sent in the POST request. * @param model Optional model to be used for the API request. If not provided, the default model from the connector will be used. + * @param signal Optional signal to cancel the request. + * @param timeout Optional timeout for the request. + * @param raw Optional flag to indicate if the response should be returned as raw data. + * @param apiType Optional type of API to be called. Defaults to 'invoke', . */ public async runApi( - { body, model: reqModel, signal, timeout, raw }: RunActionParams, + { body, model: reqModel, signal, timeout, raw, apiType = 'invoke' }: RunActionParams, connectorUsageCollector: ConnectorUsageCollector ): Promise { // set model on per request basis const currentModel = reqModel ?? this.model; - const path = `/model/${currentModel}/invoke`; + const path = `/model/${currentModel}/${apiType}`; const signed = this.signRequest(body, path, false); const requestArgs = { ...signed, @@ -262,18 +281,22 @@ The Kibana Connector in use may need to be reconfigured with an updated Amazon B /** * NOT INTENDED TO BE CALLED DIRECTLY - * call invokeStream instead + * call invokeStream or converseStream instead * responsible for making a POST request to a specified URL with a given request body. * The response is then processed based on whether it is a streaming response or a regular response. * @param body The stringified request body to be sent in the POST request. * @param model Optional model to be used for the API request. If not provided, the default model from the connector will be used. */ private async streamApi( - { body, model: reqModel, signal, timeout }: RunActionParams, + { body, model: reqModel, signal, timeout, apiType = 'invoke' }: RunActionParams, connectorUsageCollector: ConnectorUsageCollector ): Promise { + const streamingApiRoute = { + invoke: 'invoke-with-response-stream', + converse: 'converse-stream', + }; // set model on per request basis - const path = `/model/${reqModel ?? this.model}/invoke-with-response-stream`; + const path = `/model/${reqModel ?? this.model}/${streamingApiRoute[apiType]}`; const signed = this.signRequest(body, path, true); const response = await this.request( @@ -312,7 +335,7 @@ The Kibana Connector in use may need to be reconfigured with an updated Amazon B timeout, tools, toolChoice, - }: InvokeAIActionParams | InvokeAIRawActionParams, + }: InvokeAIRawActionParams, connectorUsageCollector: ConnectorUsageCollector ): Promise { const res = (await this.streamApi( @@ -411,6 +434,50 @@ The Kibana Connector in use may need to be reconfigured with an updated Amazon B ); return res; } + + /** + * Sends a request to the Bedrock API to perform a conversation action. + * @param input - The parameters for the conversation action. + * @param connectorUsageCollector - The usage collector for the connector. + * @returns A promise that resolves to the response of the conversation action. + */ + public async converse( + { signal, ...converseApiInput }: ConverseActionParams, + connectorUsageCollector: ConnectorUsageCollector + ): Promise { + const res = await this.runApi( + { + body: JSON.stringify(converseApiInput), + raw: true, + apiType: 'converse', + signal, + }, + connectorUsageCollector + ); + return res; + } + + /** + * Sends a request to the Bedrock API to perform a streaming conversation action. + * @param input - The parameters for the streaming conversation action. + * @param connectorUsageCollector - The usage collector for the connector. + * @returns A promise that resolves to the streaming response of the conversation action. + */ + public async converseStream( + { signal, ...converseApiInput }: ConverseActionParams, + connectorUsageCollector: ConnectorUsageCollector + ): Promise { + const res = await this.streamApi( + { + body: JSON.stringify(converseApiInput), + apiType: 'converse', + signal, + }, + connectorUsageCollector + ); + + return res; + } } const formatBedrockBody = ({ diff --git a/yarn.lock b/yarn.lock index 5b3b6f246ff42..bd0a376098b09 100644 --- a/yarn.lock +++ b/yarn.lock @@ -86,7 +86,20 @@ "@aws-sdk/types" "^3.222.0" tslib "^2.6.2" -"@aws-crypto/sha256-js@^5.2.0": +"@aws-crypto/sha256-browser@5.2.0": + version "5.2.0" + resolved "https://registry.yarnpkg.com/@aws-crypto/sha256-browser/-/sha256-browser-5.2.0.tgz#153895ef1dba6f9fce38af550e0ef58988eb649e" + integrity sha512-AXfN/lGotSQwu6HNcEsIASo7kWXZ5HYWvfOmSNKDsEqC4OashTp8alTmaz+F7TC2L083SFv5RdB+qU3Vs1kZqw== + dependencies: + 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