| 1 |
- {"ast":null,"code":"import _asyncToGenerator from \"F:/workspace/202226701027/huinongbao-app/node_modules/@babel/runtime/helpers/esm/asyncToGenerator.js\";\nimport { v4 as uuidv4 } from \"uuid\";\nimport { BaseCallbackHandler } from \"./base.js\";\nimport { ConsoleCallbackHandler } from \"../tracers/console.js\";\nimport { getBufferString } from \"../messages/utils.js\";\nimport { getEnvironmentVariable } from \"../utils/env.js\";\nimport { LangChainTracer } from \"../tracers/tracer_langchain.js\";\nimport { consumeCallback } from \"./promises.js\";\nimport { isTracingEnabled } from \"../utils/callbacks.js\";\nimport { isBaseTracer } from \"../tracers/base.js\";\nexport function parseCallbackConfigArg(arg) {\n if (!arg) {\n return {};\n } else if (Array.isArray(arg) || \"name\" in arg) {\n return {\n callbacks: arg\n };\n } else {\n return arg;\n }\n}\n/**\n * Manage callbacks from different components of LangChain.\n */\nexport class BaseCallbackManager {\n setHandler(handler) {\n return this.setHandlers([handler]);\n }\n}\n/**\n * Base class for run manager in LangChain.\n */\nexport class BaseRunManager {\n constructor(runId, handlers, inheritableHandlers, tags, inheritableTags, metadata, inheritableMetadata, _parentRunId) {\n Object.defineProperty(this, \"runId\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: runId\n });\n Object.defineProperty(this, \"handlers\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: handlers\n });\n Object.defineProperty(this, \"inheritableHandlers\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: inheritableHandlers\n });\n Object.defineProperty(this, \"tags\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: tags\n });\n Object.defineProperty(this, \"inheritableTags\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: inheritableTags\n });\n Object.defineProperty(this, \"metadata\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: metadata\n });\n Object.defineProperty(this, \"inheritableMetadata\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: inheritableMetadata\n });\n Object.defineProperty(this, \"_parentRunId\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: _parentRunId\n });\n }\n get parentRunId() {\n return this._parentRunId;\n }\n handleText(text) {\n var _this = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this.handlers.map(handler => consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n try {\n var _handler$handleText;\n yield (_handler$handleText = handler.handleText) === null || _handler$handleText === void 0 ? void 0 : _handler$handleText.call(handler, text, _this.runId, _this._parentRunId, _this.tags);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleText: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }), handler.awaitHandlers)));\n })();\n }\n handleCustomEvent(eventName,\n // eslint-disable-next-line @typescript-eslint/no-explicit-any\n data, _runId, _tags,\n // eslint-disable-next-line @typescript-eslint/no-explicit-any\n _metadata) {\n var _this2 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this2.handlers.map(handler => consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n try {\n var _handler$handleCustom;\n yield (_handler$handleCustom = handler.handleCustomEvent) === null || _handler$handleCustom === void 0 ? void 0 : _handler$handleCustom.call(handler, eventName, data, _this2.runId, _this2.tags, _this2.metadata);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleCustomEvent: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }), handler.awaitHandlers)));\n })();\n }\n}\n/**\n * Manages callbacks for retriever runs.\n */\nexport class CallbackManagerForRetrieverRun extends BaseRunManager {\n getChild(tag) {\n // eslint-disable-next-line @typescript-eslint/no-use-before-define\n const manager = new CallbackManager(this.runId);\n manager.setHandlers(this.inheritableHandlers);\n manager.addTags(this.inheritableTags);\n manager.addMetadata(this.inheritableMetadata);\n if (tag) {\n manager.addTags([tag], false);\n }\n return manager;\n }\n handleRetrieverEnd(documents) {\n var _this3 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this3.handlers.map(handler => consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n if (!handler.ignoreRetriever) {\n try {\n var _handler$handleRetrie;\n yield (_handler$handleRetrie = handler.handleRetrieverEnd) === null || _handler$handleRetrie === void 0 ? void 0 : _handler$handleRetrie.call(handler, documents, _this3.runId, _this3._parentRunId, _this3.tags);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleRetriever`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }), handler.awaitHandlers)));\n })();\n }\n handleRetrieverError(err) {\n var _this4 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this4.handlers.map(handler => consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n if (!handler.ignoreRetriever) {\n try {\n var _handler$handleRetrie2;\n yield (_handler$handleRetrie2 = handler.handleRetrieverError) === null || _handler$handleRetrie2 === void 0 ? void 0 : _handler$handleRetrie2.call(handler, err, _this4.runId, _this4._parentRunId, _this4.tags);\n } catch (error) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleRetrieverError: ${error}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }), handler.awaitHandlers)));\n })();\n }\n}\nexport class CallbackManagerForLLMRun extends BaseRunManager {\n handleLLMNewToken(token, idx, _runId, _parentRunId, _tags, fields) {\n var _this5 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this5.handlers.map(handler => consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n if (!handler.ignoreLLM) {\n try {\n var _handler$handleLLMNew;\n yield (_handler$handleLLMNew = handler.handleLLMNewToken) === null || _handler$handleLLMNew === void 0 ? void 0 : _handler$handleLLMNew.call(handler, token, idx !== null && idx !== void 0 ? idx : {\n prompt: 0,\n completion: 0\n }, _this5.runId, _this5._parentRunId, _this5.tags, fields);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleLLMNewToken: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }), handler.awaitHandlers)));\n })();\n }\n handleLLMError(err) {\n var _this6 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this6.handlers.map(handler => consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n if (!handler.ignoreLLM) {\n try {\n var _handler$handleLLMErr;\n yield (_handler$handleLLMErr = handler.handleLLMError) === null || _handler$handleLLMErr === void 0 ? void 0 : _handler$handleLLMErr.call(handler, err, _this6.runId, _this6._parentRunId, _this6.tags);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleLLMError: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }), handler.awaitHandlers)));\n })();\n }\n handleLLMEnd(output) {\n var _this7 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this7.handlers.map(handler => consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n if (!handler.ignoreLLM) {\n try {\n var _handler$handleLLMEnd;\n yield (_handler$handleLLMEnd = handler.handleLLMEnd) === null || _handler$handleLLMEnd === void 0 ? void 0 : _handler$handleLLMEnd.call(handler, output, _this7.runId, _this7._parentRunId, _this7.tags);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleLLMEnd: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }), handler.awaitHandlers)));\n })();\n }\n}\nexport class CallbackManagerForChainRun extends BaseRunManager {\n getChild(tag) {\n // eslint-disable-next-line @typescript-eslint/no-use-before-define\n const manager = new CallbackManager(this.runId);\n manager.setHandlers(this.inheritableHandlers);\n manager.addTags(this.inheritableTags);\n manager.addMetadata(this.inheritableMetadata);\n if (tag) {\n manager.addTags([tag], false);\n }\n return manager;\n }\n handleChainError(err, _runId, _parentRunId, _tags, kwargs) {\n var _this8 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this8.handlers.map(handler => consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n if (!handler.ignoreChain) {\n try {\n var _handler$handleChainE;\n yield (_handler$handleChainE = handler.handleChainError) === null || _handler$handleChainE === void 0 ? void 0 : _handler$handleChainE.call(handler, err, _this8.runId, _this8._parentRunId, _this8.tags, kwargs);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleChainError: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }), handler.awaitHandlers)));\n })();\n }\n handleChainEnd(output, _runId, _parentRunId, _tags, kwargs) {\n var _this9 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this9.handlers.map(handler => consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n if (!handler.ignoreChain) {\n try {\n var _handler$handleChainE2;\n yield (_handler$handleChainE2 = handler.handleChainEnd) === null || _handler$handleChainE2 === void 0 ? void 0 : _handler$handleChainE2.call(handler, output, _this9.runId, _this9._parentRunId, _this9.tags, kwargs);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleChainEnd: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }), handler.awaitHandlers)));\n })();\n }\n handleAgentAction(action) {\n var _this10 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this10.handlers.map(handler => consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n if (!handler.ignoreAgent) {\n try {\n var _handler$handleAgentA;\n yield (_handler$handleAgentA = handler.handleAgentAction) === null || _handler$handleAgentA === void 0 ? void 0 : _handler$handleAgentA.call(handler, action, _this10.runId, _this10._parentRunId, _this10.tags);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleAgentAction: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }), handler.awaitHandlers)));\n })();\n }\n handleAgentEnd(action) {\n var _this11 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this11.handlers.map(handler => consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n if (!handler.ignoreAgent) {\n try {\n var _handler$handleAgentE;\n yield (_handler$handleAgentE = handler.handleAgentEnd) === null || _handler$handleAgentE === void 0 ? void 0 : _handler$handleAgentE.call(handler, action, _this11.runId, _this11._parentRunId, _this11.tags);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleAgentEnd: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }), handler.awaitHandlers)));\n })();\n }\n}\nexport class CallbackManagerForToolRun extends BaseRunManager {\n getChild(tag) {\n // eslint-disable-next-line @typescript-eslint/no-use-before-define\n const manager = new CallbackManager(this.runId);\n manager.setHandlers(this.inheritableHandlers);\n manager.addTags(this.inheritableTags);\n manager.addMetadata(this.inheritableMetadata);\n if (tag) {\n manager.addTags([tag], false);\n }\n return manager;\n }\n handleToolError(err) {\n var _this12 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this12.handlers.map(handler => consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n if (!handler.ignoreAgent) {\n try {\n var _handler$handleToolEr;\n yield (_handler$handleToolEr = handler.handleToolError) === null || _handler$handleToolEr === void 0 ? void 0 : _handler$handleToolEr.call(handler, err, _this12.runId, _this12._parentRunId, _this12.tags);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleToolError: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }), handler.awaitHandlers)));\n })();\n }\n // eslint-disable-next-line @typescript-eslint/no-explicit-any\n handleToolEnd(output) {\n var _this13 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this13.handlers.map(handler => consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n if (!handler.ignoreAgent) {\n try {\n var _handler$handleToolEn;\n yield (_handler$handleToolEn = handler.handleToolEnd) === null || _handler$handleToolEn === void 0 ? void 0 : _handler$handleToolEn.call(handler, output, _this13.runId, _this13._parentRunId, _this13.tags);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleToolEnd: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }), handler.awaitHandlers)));\n })();\n }\n}\n/**\n * @example\n * ```typescript\n * const prompt = PromptTemplate.fromTemplate(\"What is the answer to {question}?\");\n *\n * // Example of using LLMChain with OpenAI and a simple prompt\n * const chain = new LLMChain({\n * llm: new ChatOpenAI({ temperature: 0.9 }),\n * prompt,\n * });\n *\n * // Running the chain with a single question\n * const result = await chain.call({\n * question: \"What is the airspeed velocity of an unladen swallow?\",\n * });\n * console.log(\"The answer is:\", result);\n * ```\n */\nexport class CallbackManager extends BaseCallbackManager {\n constructor(parentRunId, options) {\n var _options$handlers, _options$inheritableH, _options$tags, _options$inheritableT, _options$metadata, _options$inheritableM;\n super();\n Object.defineProperty(this, \"handlers\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: []\n });\n Object.defineProperty(this, \"inheritableHandlers\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: []\n });\n Object.defineProperty(this, \"tags\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: []\n });\n Object.defineProperty(this, \"inheritableTags\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: []\n });\n Object.defineProperty(this, \"metadata\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: {}\n });\n Object.defineProperty(this, \"inheritableMetadata\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: {}\n });\n Object.defineProperty(this, \"name\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: \"callback_manager\"\n });\n Object.defineProperty(this, \"_parentRunId\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: void 0\n });\n this.handlers = (_options$handlers = options === null || options === void 0 ? void 0 : options.handlers) !== null && _options$handlers !== void 0 ? _options$handlers : this.handlers;\n this.inheritableHandlers = (_options$inheritableH = options === null || options === void 0 ? void 0 : options.inheritableHandlers) !== null && _options$inheritableH !== void 0 ? _options$inheritableH : this.inheritableHandlers;\n this.tags = (_options$tags = options === null || options === void 0 ? void 0 : options.tags) !== null && _options$tags !== void 0 ? _options$tags : this.tags;\n this.inheritableTags = (_options$inheritableT = options === null || options === void 0 ? void 0 : options.inheritableTags) !== null && _options$inheritableT !== void 0 ? _options$inheritableT : this.inheritableTags;\n this.metadata = (_options$metadata = options === null || options === void 0 ? void 0 : options.metadata) !== null && _options$metadata !== void 0 ? _options$metadata : this.metadata;\n this.inheritableMetadata = (_options$inheritableM = options === null || options === void 0 ? void 0 : options.inheritableMetadata) !== null && _options$inheritableM !== void 0 ? _options$inheritableM : this.inheritableMetadata;\n this._parentRunId = parentRunId;\n }\n /**\n * Gets the parent run ID, if any.\n *\n * @returns The parent run ID.\n */\n getParentRunId() {\n return this._parentRunId;\n }\n handleLLMStart(llm, prompts, runId = undefined, _parentRunId = undefined, extraParams = undefined, _tags = undefined, _metadata = undefined, runName = undefined) {\n var _this14 = this;\n return _asyncToGenerator(function* () {\n return Promise.all(prompts.map( /*#__PURE__*/function () {\n var _ref14 = _asyncToGenerator(function* (prompt, idx) {\n // Can't have duplicate runs with the same run ID (if provided)\n const runId_ = idx === 0 && runId ? runId : uuidv4();\n yield Promise.all(_this14.handlers.map(handler => {\n if (handler.ignoreLLM) {\n return;\n }\n if (isBaseTracer(handler)) {\n // Create and add run to the run map.\n // We do this synchronously to avoid race conditions\n // when callbacks are backgrounded.\n handler._createRunForLLMStart(llm, [prompt], runId_, _this14._parentRunId, extraParams, _this14.tags, _this14.metadata, runName);\n }\n return consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n try {\n var _handler$handleLLMSta;\n yield (_handler$handleLLMSta = handler.handleLLMStart) === null || _handler$handleLLMSta === void 0 ? void 0 : _handler$handleLLMSta.call(handler, llm, [prompt], runId_, _this14._parentRunId, extraParams, _this14.tags, _this14.metadata, runName);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleLLMStart: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }), handler.awaitHandlers);\n }));\n return new CallbackManagerForLLMRun(runId_, _this14.handlers, _this14.inheritableHandlers, _this14.tags, _this14.inheritableTags, _this14.metadata, _this14.inheritableMetadata, _this14._parentRunId);\n });\n return function (_x, _x2) {\n return _ref14.apply(this, arguments);\n };\n }()));\n })();\n }\n handleChatModelStart(llm, messages, runId = undefined, _parentRunId = undefined, extraParams = undefined, _tags = undefined, _metadata = undefined, runName = undefined) {\n var _this15 = this;\n return _asyncToGenerator(function* () {\n return Promise.all(messages.map( /*#__PURE__*/function () {\n var _ref16 = _asyncToGenerator(function* (messageGroup, idx) {\n // Can't have duplicate runs with the same run ID (if provided)\n const runId_ = idx === 0 && runId ? runId : uuidv4();\n yield Promise.all(_this15.handlers.map(handler => {\n if (handler.ignoreLLM) {\n return;\n }\n if (isBaseTracer(handler)) {\n // Create and add run to the run map.\n // We do this synchronously to avoid race conditions\n // when callbacks are backgrounded.\n handler._createRunForChatModelStart(llm, [messageGroup], runId_, _this15._parentRunId, extraParams, _this15.tags, _this15.metadata, runName);\n }\n return consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n try {\n if (handler.handleChatModelStart) {\n var _handler$handleChatMo;\n yield (_handler$handleChatMo = handler.handleChatModelStart) === null || _handler$handleChatMo === void 0 ? void 0 : _handler$handleChatMo.call(handler, llm, [messageGroup], runId_, _this15._parentRunId, extraParams, _this15.tags, _this15.metadata, runName);\n } else if (handler.handleLLMStart) {\n var _handler$handleLLMSta2;\n const messageString = getBufferString(messageGroup);\n yield (_handler$handleLLMSta2 = handler.handleLLMStart) === null || _handler$handleLLMSta2 === void 0 ? void 0 : _handler$handleLLMSta2.call(handler, llm, [messageString], runId_, _this15._parentRunId, extraParams, _this15.tags, _this15.metadata, runName);\n }\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleLLMStart: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }), handler.awaitHandlers);\n }));\n return new CallbackManagerForLLMRun(runId_, _this15.handlers, _this15.inheritableHandlers, _this15.tags, _this15.inheritableTags, _this15.metadata, _this15.inheritableMetadata, _this15._parentRunId);\n });\n return function (_x3, _x4) {\n return _ref16.apply(this, arguments);\n };\n }()));\n })();\n }\n handleChainStart(chain, inputs, runId = uuidv4(), runType = undefined, _tags = undefined, _metadata = undefined, runName = undefined) {\n var _this16 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this16.handlers.map(handler => {\n if (handler.ignoreChain) {\n return;\n }\n if (isBaseTracer(handler)) {\n // Create and add run to the run map.\n // We do this synchronously to avoid race conditions\n // when callbacks are backgrounded.\n handler._createRunForChainStart(chain, inputs, runId, _this16._parentRunId, _this16.tags, _this16.metadata, runType, runName);\n }\n return consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n try {\n var _handler$handleChainS;\n yield (_handler$handleChainS = handler.handleChainStart) === null || _handler$handleChainS === void 0 ? void 0 : _handler$handleChainS.call(handler, chain, inputs, runId, _this16._parentRunId, _this16.tags, _this16.metadata, runType, runName);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleChainStart: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }), handler.awaitHandlers);\n }));\n return new CallbackManagerForChainRun(runId, _this16.handlers, _this16.inheritableHandlers, _this16.tags, _this16.inheritableTags, _this16.metadata, _this16.inheritableMetadata, _this16._parentRunId);\n })();\n }\n handleToolStart(tool, input, runId = uuidv4(), _parentRunId = undefined, _tags = undefined, _metadata = undefined, runName = undefined) {\n var _this17 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this17.handlers.map(handler => {\n if (handler.ignoreAgent) {\n return;\n }\n if (isBaseTracer(handler)) {\n // Create and add run to the run map.\n // We do this synchronously to avoid race conditions\n // when callbacks are backgrounded.\n handler._createRunForToolStart(tool, input, runId, _this17._parentRunId, _this17.tags, _this17.metadata, runName);\n }\n return consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n try {\n var _handler$handleToolSt;\n yield (_handler$handleToolSt = handler.handleToolStart) === null || _handler$handleToolSt === void 0 ? void 0 : _handler$handleToolSt.call(handler, tool, input, runId, _this17._parentRunId, _this17.tags, _this17.metadata, runName);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleToolStart: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }), handler.awaitHandlers);\n }));\n return new CallbackManagerForToolRun(runId, _this17.handlers, _this17.inheritableHandlers, _this17.tags, _this17.inheritableTags, _this17.metadata, _this17.inheritableMetadata, _this17._parentRunId);\n })();\n }\n handleRetrieverStart(retriever, query, runId = uuidv4(), _parentRunId = undefined, _tags = undefined, _metadata = undefined, runName = undefined) {\n var _this18 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this18.handlers.map(handler => {\n if (handler.ignoreRetriever) {\n return;\n }\n if (isBaseTracer(handler)) {\n // Create and add run to the run map.\n // We do this synchronously to avoid race conditions\n // when callbacks are backgrounded.\n handler._createRunForRetrieverStart(retriever, query, runId, _this18._parentRunId, _this18.tags, _this18.metadata, runName);\n }\n return consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n try {\n var _handler$handleRetrie3;\n yield (_handler$handleRetrie3 = handler.handleRetrieverStart) === null || _handler$handleRetrie3 === void 0 ? void 0 : _handler$handleRetrie3.call(handler, retriever, query, runId, _this18._parentRunId, _this18.tags, _this18.metadata, runName);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleRetrieverStart: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }), handler.awaitHandlers);\n }));\n return new CallbackManagerForRetrieverRun(runId, _this18.handlers, _this18.inheritableHandlers, _this18.tags, _this18.inheritableTags, _this18.metadata, _this18.inheritableMetadata, _this18._parentRunId);\n })();\n }\n handleCustomEvent(eventName,\n // eslint-disable-next-line @typescript-eslint/no-explicit-any\n data, runId, _tags,\n // eslint-disable-next-line @typescript-eslint/no-explicit-any\n _metadata) {\n var _this19 = this;\n return _asyncToGenerator(function* () {\n yield Promise.all(_this19.handlers.map(handler => consumeCallback( /*#__PURE__*/_asyncToGenerator(function* () {\n if (!handler.ignoreCustomEvent) {\n try {\n var _handler$handleCustom2;\n yield (_handler$handleCustom2 = handler.handleCustomEvent) === null || _handler$handleCustom2 === void 0 ? void 0 : _handler$handleCustom2.call(handler, eventName, data, runId, _this19.tags, _this19.metadata);\n } catch (err) {\n const logFunction = handler.raiseError ? console.error : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleCustomEvent: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }), handler.awaitHandlers)));\n })();\n }\n addHandler(handler, inherit = true) {\n this.handlers.push(handler);\n if (inherit) {\n this.inheritableHandlers.push(handler);\n }\n }\n removeHandler(handler) {\n this.handlers = this.handlers.filter(_handler => _handler !== handler);\n this.inheritableHandlers = this.inheritableHandlers.filter(_handler => _handler !== handler);\n }\n setHandlers(handlers, inherit = true) {\n this.handlers = [];\n this.inheritableHandlers = [];\n for (const handler of handlers) {\n this.addHandler(handler, inherit);\n }\n }\n addTags(tags, inherit = true) {\n this.removeTags(tags); // Remove duplicates\n this.tags.push(...tags);\n if (inherit) {\n this.inheritableTags.push(...tags);\n }\n }\n removeTags(tags) {\n this.tags = this.tags.filter(tag => !tags.includes(tag));\n this.inheritableTags = this.inheritableTags.filter(tag => !tags.includes(tag));\n }\n addMetadata(metadata, inherit = true) {\n this.metadata = {\n ...this.metadata,\n ...metadata\n };\n if (inherit) {\n this.inheritableMetadata = {\n ...this.inheritableMetadata,\n ...metadata\n };\n }\n }\n removeMetadata(metadata) {\n for (const key of Object.keys(metadata)) {\n delete this.metadata[key];\n delete this.inheritableMetadata[key];\n }\n }\n copy(additionalHandlers = [], inherit = true) {\n const manager = new CallbackManager(this._parentRunId);\n for (const handler of this.handlers) {\n const inheritable = this.inheritableHandlers.includes(handler);\n manager.addHandler(handler, inheritable);\n }\n for (const tag of this.tags) {\n const inheritable = this.inheritableTags.includes(tag);\n manager.addTags([tag], inheritable);\n }\n for (const key of Object.keys(this.metadata)) {\n const inheritable = Object.keys(this.inheritableMetadata).includes(key);\n manager.addMetadata({\n [key]: this.metadata[key]\n }, inheritable);\n }\n for (const handler of additionalHandlers) {\n if (\n // Prevent multiple copies of console_callback_handler\n manager.handlers.filter(h => h.name === \"console_callback_handler\").some(h => h.name === handler.name)) {\n continue;\n }\n manager.addHandler(handler, inherit);\n }\n return manager;\n }\n static fromHandlers(handlers) {\n class Handler extends BaseCallbackHandler {\n constructor() {\n super();\n Object.defineProperty(this, \"name\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: uuidv4()\n });\n Object.assign(this, handlers);\n }\n }\n const manager = new this();\n manager.addHandler(new Handler());\n return manager;\n }\n static configure(inheritableHandlers, localHandlers, inheritableTags, localTags, inheritableMetadata, localMetadata, options) {\n return this._configureSync(inheritableHandlers, localHandlers, inheritableTags, localTags, inheritableMetadata, localMetadata, options);\n }\n // TODO: Deprecate async method in favor of this one.\n static _configureSync(inheritableHandlers, localHandlers, inheritableTags, localTags, inheritableMetadata, localMetadata, options) {\n var _LangChainTracer$getT, _getEnvironmentVariab;\n let callbackManager;\n if (inheritableHandlers || localHandlers) {\n if (Array.isArray(inheritableHandlers) || !inheritableHandlers) {\n var _inheritableHandlers$;\n callbackManager = new CallbackManager();\n callbackManager.setHandlers((_inheritableHandlers$ = inheritableHandlers === null || inheritableHandlers === void 0 ? void 0 : inheritableHandlers.map(ensureHandler)) !== null && _inheritableHandlers$ !== void 0 ? _inheritableHandlers$ : [], true);\n } else {\n callbackManager = inheritableHandlers;\n }\n callbackManager = callbackManager.copy(Array.isArray(localHandlers) ? localHandlers.map(ensureHandler) : localHandlers === null || localHandlers === void 0 ? void 0 : localHandlers.handlers, false);\n }\n const verboseEnabled = getEnvironmentVariable(\"LANGCHAIN_VERBOSE\") === \"true\" || (options === null || options === void 0 ? void 0 : options.verbose);\n const tracingV2Enabled = ((_LangChainTracer$getT = LangChainTracer.getTraceableRunTree()) === null || _LangChainTracer$getT === void 0 ? void 0 : _LangChainTracer$getT.tracingEnabled) || isTracingEnabled();\n const tracingEnabled = tracingV2Enabled || ((_getEnvironmentVariab = getEnvironmentVariable(\"LANGCHAIN_TRACING\")) !== null && _getEnvironmentVariab !== void 0 ? _getEnvironmentVariab : false);\n if (verboseEnabled || tracingEnabled) {\n if (!callbackManager) {\n callbackManager = new CallbackManager();\n }\n if (verboseEnabled && !callbackManager.handlers.some(handler => handler.name === ConsoleCallbackHandler.prototype.name)) {\n const consoleHandler = new ConsoleCallbackHandler();\n callbackManager.addHandler(consoleHandler, true);\n }\n if (tracingEnabled && !callbackManager.handlers.some(handler => handler.name === \"langchain_tracer\")) {\n if (tracingV2Enabled) {\n var _LangChainTracer$getT2, _LangChainTracer$getT3;\n const tracerV2 = new LangChainTracer();\n callbackManager.addHandler(tracerV2, true);\n // handoff between langchain and langsmith/traceable\n // override the parent run ID\n callbackManager._parentRunId = (_LangChainTracer$getT2 = (_LangChainTracer$getT3 = LangChainTracer.getTraceableRunTree()) === null || _LangChainTracer$getT3 === void 0 ? void 0 : _LangChainTracer$getT3.id) !== null && _LangChainTracer$getT2 !== void 0 ? _LangChainTracer$getT2 : callbackManager._parentRunId;\n }\n }\n }\n if (inheritableTags || localTags) {\n if (callbackManager) {\n callbackManager.addTags(inheritableTags !== null && inheritableTags !== void 0 ? inheritableTags : []);\n callbackManager.addTags(localTags !== null && localTags !== void 0 ? localTags : [], false);\n }\n }\n if (inheritableMetadata || localMetadata) {\n if (callbackManager) {\n callbackManager.addMetadata(inheritableMetadata !== null && inheritableMetadata !== void 0 ? inheritableMetadata : {});\n callbackManager.addMetadata(localMetadata !== null && localMetadata !== void 0 ? localMetadata : {}, false);\n }\n }\n return callbackManager;\n }\n}\nexport function ensureHandler(handler) {\n if (\"name\" in handler) {\n return handler;\n }\n return BaseCallbackHandler.fromMethods(handler);\n}\n/**\n * @deprecated Use [`traceable`](https://docs.smith.langchain.com/observability/how_to_guides/tracing/annotate_code)\n * from \"langsmith\" instead.\n */\nexport class TraceGroup {\n constructor(groupName, options) {\n Object.defineProperty(this, \"groupName\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: groupName\n });\n Object.defineProperty(this, \"options\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: options\n });\n Object.defineProperty(this, \"runManager\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: void 0\n });\n }\n getTraceGroupCallbackManager(group_name, inputs, options) {\n return _asyncToGenerator(function* () {\n const cb = new LangChainTracer(options);\n const cm = yield CallbackManager.configure([cb]);\n const runManager = yield cm === null || cm === void 0 ? void 0 : cm.handleChainStart({\n lc: 1,\n type: \"not_implemented\",\n id: [\"langchain\", \"callbacks\", \"groups\", group_name]\n }, inputs !== null && inputs !== void 0 ? inputs : {});\n if (!runManager) {\n throw new Error(\"Failed to create run group callback manager.\");\n }\n return runManager;\n })();\n }\n start(inputs) {\n var _this20 = this;\n return _asyncToGenerator(function* () {\n if (!_this20.runManager) {\n _this20.runManager = yield _this20.getTraceGroupCallbackManager(_this20.groupName, inputs, _this20.options);\n }\n return _this20.runManager.getChild();\n })();\n }\n error(err) {\n var _this21 = this;\n return _asyncToGenerator(function* () {\n if (_this21.runManager) {\n yield _this21.runManager.handleChainError(err);\n _this21.runManager = undefined;\n }\n })();\n }\n end(output) {\n var _this22 = this;\n return _asyncToGenerator(function* () {\n if (_this22.runManager) {\n yield _this22.runManager.handleChainEnd(output !== null && output !== void 0 ? output : {});\n _this22.runManager = undefined;\n }\n })();\n }\n}\n// eslint-disable-next-line @typescript-eslint/no-explicit-any\nfunction _coerceToDict(value, defaultKey) {\n return value && !Array.isArray(value) && typeof value === \"object\" ? value : {\n [defaultKey]: value\n };\n}\n// eslint-disable-next-line @typescript-eslint/no-explicit-any\nexport function traceAsGroup(_x5, _x6) {\n return _traceAsGroup.apply(this, arguments);\n}\nfunction _traceAsGroup() {\n _traceAsGroup = _asyncToGenerator(function* (groupOptions, enclosedCode, ...args) {\n const traceGroup = new TraceGroup(groupOptions.name, groupOptions);\n const callbackManager = yield traceGroup.start({\n ...args\n });\n try {\n const result = yield enclosedCode(callbackManager, ...args);\n yield traceGroup.end(_coerceToDict(result, \"output\"));\n return result;\n } catch (err) {\n yield traceGroup.error(err);\n throw err;\n }\n });\n return _traceAsGroup.apply(this, 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{ v4 as uuidv4 } from \"uuid\";\nimport { BaseCallbackHandler, } from \"./base.js\";\nimport { ConsoleCallbackHandler } from \"../tracers/console.js\";\nimport { getBufferString } from \"../messages/utils.js\";\nimport { getEnvironmentVariable } from \"../utils/env.js\";\nimport { LangChainTracer, } from \"../tracers/tracer_langchain.js\";\nimport { consumeCallback } from \"./promises.js\";\nimport { isTracingEnabled } from \"../utils/callbacks.js\";\nimport { isBaseTracer } from \"../tracers/base.js\";\nexport function parseCallbackConfigArg(arg) {\n if (!arg) {\n return {};\n }\n else if (Array.isArray(arg) || \"name\" in arg) {\n return { callbacks: arg };\n }\n else {\n return arg;\n }\n}\n/**\n * Manage callbacks from different components of LangChain.\n */\nexport class BaseCallbackManager {\n setHandler(handler) {\n return this.setHandlers([handler]);\n }\n}\n/**\n * Base class for run manager in LangChain.\n */\nexport class BaseRunManager {\n constructor(runId, handlers, inheritableHandlers, tags, inheritableTags, metadata, inheritableMetadata, _parentRunId) {\n Object.defineProperty(this, \"runId\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: runId\n });\n Object.defineProperty(this, \"handlers\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: handlers\n });\n Object.defineProperty(this, \"inheritableHandlers\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: inheritableHandlers\n });\n Object.defineProperty(this, \"tags\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: tags\n });\n Object.defineProperty(this, \"inheritableTags\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: inheritableTags\n });\n Object.defineProperty(this, \"metadata\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: metadata\n });\n Object.defineProperty(this, \"inheritableMetadata\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: inheritableMetadata\n });\n Object.defineProperty(this, \"_parentRunId\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: _parentRunId\n });\n }\n get parentRunId() {\n return this._parentRunId;\n }\n async handleText(text) {\n await Promise.all(this.handlers.map((handler) => consumeCallback(async () => {\n try {\n await handler.handleText?.(text, this.runId, this._parentRunId, this.tags);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleText: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }, handler.awaitHandlers)));\n }\n async handleCustomEvent(eventName, \n // eslint-disable-next-line @typescript-eslint/no-explicit-any\n data, _runId, _tags, \n // eslint-disable-next-line @typescript-eslint/no-explicit-any\n _metadata) {\n await Promise.all(this.handlers.map((handler) => consumeCallback(async () => {\n try {\n await handler.handleCustomEvent?.(eventName, data, this.runId, this.tags, this.metadata);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleCustomEvent: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }, handler.awaitHandlers)));\n }\n}\n/**\n * Manages callbacks for retriever runs.\n */\nexport class CallbackManagerForRetrieverRun extends BaseRunManager {\n getChild(tag) {\n // eslint-disable-next-line @typescript-eslint/no-use-before-define\n const manager = new CallbackManager(this.runId);\n manager.setHandlers(this.inheritableHandlers);\n manager.addTags(this.inheritableTags);\n manager.addMetadata(this.inheritableMetadata);\n if (tag) {\n manager.addTags([tag], false);\n }\n return manager;\n }\n async handleRetrieverEnd(documents) {\n await Promise.all(this.handlers.map((handler) => consumeCallback(async () => {\n if (!handler.ignoreRetriever) {\n try {\n await handler.handleRetrieverEnd?.(documents, this.runId, this._parentRunId, this.tags);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleRetriever`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }, handler.awaitHandlers)));\n }\n async handleRetrieverError(err) {\n await Promise.all(this.handlers.map((handler) => consumeCallback(async () => {\n if (!handler.ignoreRetriever) {\n try {\n await handler.handleRetrieverError?.(err, this.runId, this._parentRunId, this.tags);\n }\n catch (error) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleRetrieverError: ${error}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }, handler.awaitHandlers)));\n }\n}\nexport class CallbackManagerForLLMRun extends BaseRunManager {\n async handleLLMNewToken(token, idx, _runId, _parentRunId, _tags, fields) {\n await Promise.all(this.handlers.map((handler) => consumeCallback(async () => {\n if (!handler.ignoreLLM) {\n try {\n await handler.handleLLMNewToken?.(token, idx ?? { prompt: 0, completion: 0 }, this.runId, this._parentRunId, this.tags, fields);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleLLMNewToken: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }, handler.awaitHandlers)));\n }\n async handleLLMError(err) {\n await Promise.all(this.handlers.map((handler) => consumeCallback(async () => {\n if (!handler.ignoreLLM) {\n try {\n await handler.handleLLMError?.(err, this.runId, this._parentRunId, this.tags);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleLLMError: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }, handler.awaitHandlers)));\n }\n async handleLLMEnd(output) {\n await Promise.all(this.handlers.map((handler) => consumeCallback(async () => {\n if (!handler.ignoreLLM) {\n try {\n await handler.handleLLMEnd?.(output, this.runId, this._parentRunId, this.tags);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleLLMEnd: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }, handler.awaitHandlers)));\n }\n}\nexport class CallbackManagerForChainRun extends BaseRunManager {\n getChild(tag) {\n // eslint-disable-next-line @typescript-eslint/no-use-before-define\n const manager = new CallbackManager(this.runId);\n manager.setHandlers(this.inheritableHandlers);\n manager.addTags(this.inheritableTags);\n manager.addMetadata(this.inheritableMetadata);\n if (tag) {\n manager.addTags([tag], false);\n }\n return manager;\n }\n async handleChainError(err, _runId, _parentRunId, _tags, kwargs) {\n await Promise.all(this.handlers.map((handler) => consumeCallback(async () => {\n if (!handler.ignoreChain) {\n try {\n await handler.handleChainError?.(err, this.runId, this._parentRunId, this.tags, kwargs);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleChainError: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }, handler.awaitHandlers)));\n }\n async handleChainEnd(output, _runId, _parentRunId, _tags, kwargs) {\n await Promise.all(this.handlers.map((handler) => consumeCallback(async () => {\n if (!handler.ignoreChain) {\n try {\n await handler.handleChainEnd?.(output, this.runId, this._parentRunId, this.tags, kwargs);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleChainEnd: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }, handler.awaitHandlers)));\n }\n async handleAgentAction(action) {\n await Promise.all(this.handlers.map((handler) => consumeCallback(async () => {\n if (!handler.ignoreAgent) {\n try {\n await handler.handleAgentAction?.(action, this.runId, this._parentRunId, this.tags);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleAgentAction: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }, handler.awaitHandlers)));\n }\n async handleAgentEnd(action) {\n await Promise.all(this.handlers.map((handler) => consumeCallback(async () => {\n if (!handler.ignoreAgent) {\n try {\n await handler.handleAgentEnd?.(action, this.runId, this._parentRunId, this.tags);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleAgentEnd: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }, handler.awaitHandlers)));\n }\n}\nexport class CallbackManagerForToolRun extends BaseRunManager {\n getChild(tag) {\n // eslint-disable-next-line @typescript-eslint/no-use-before-define\n const manager = new CallbackManager(this.runId);\n manager.setHandlers(this.inheritableHandlers);\n manager.addTags(this.inheritableTags);\n manager.addMetadata(this.inheritableMetadata);\n if (tag) {\n manager.addTags([tag], false);\n }\n return manager;\n }\n async handleToolError(err) {\n await Promise.all(this.handlers.map((handler) => consumeCallback(async () => {\n if (!handler.ignoreAgent) {\n try {\n await handler.handleToolError?.(err, this.runId, this._parentRunId, this.tags);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleToolError: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }, handler.awaitHandlers)));\n }\n // eslint-disable-next-line @typescript-eslint/no-explicit-any\n async handleToolEnd(output) {\n await Promise.all(this.handlers.map((handler) => consumeCallback(async () => {\n if (!handler.ignoreAgent) {\n try {\n await handler.handleToolEnd?.(output, this.runId, this._parentRunId, this.tags);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleToolEnd: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }, handler.awaitHandlers)));\n }\n}\n/**\n * @example\n * ```typescript\n * const prompt = PromptTemplate.fromTemplate(\"What is the answer to {question}?\");\n *\n * // Example of using LLMChain with OpenAI and a simple prompt\n * const chain = new LLMChain({\n * llm: new ChatOpenAI({ temperature: 0.9 }),\n * prompt,\n * });\n *\n * // Running the chain with a single question\n * const result = await chain.call({\n * question: \"What is the airspeed velocity of an unladen swallow?\",\n * });\n * console.log(\"The answer is:\", result);\n * ```\n */\nexport class CallbackManager extends BaseCallbackManager {\n constructor(parentRunId, options) {\n super();\n Object.defineProperty(this, \"handlers\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: []\n });\n Object.defineProperty(this, \"inheritableHandlers\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: []\n });\n Object.defineProperty(this, \"tags\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: []\n });\n Object.defineProperty(this, \"inheritableTags\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: []\n });\n Object.defineProperty(this, \"metadata\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: {}\n });\n Object.defineProperty(this, \"inheritableMetadata\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: {}\n });\n Object.defineProperty(this, \"name\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: \"callback_manager\"\n });\n Object.defineProperty(this, \"_parentRunId\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: void 0\n });\n this.handlers = options?.handlers ?? this.handlers;\n this.inheritableHandlers =\n options?.inheritableHandlers ?? this.inheritableHandlers;\n this.tags = options?.tags ?? this.tags;\n this.inheritableTags = options?.inheritableTags ?? this.inheritableTags;\n this.metadata = options?.metadata ?? this.metadata;\n this.inheritableMetadata =\n options?.inheritableMetadata ?? this.inheritableMetadata;\n this._parentRunId = parentRunId;\n }\n /**\n * Gets the parent run ID, if any.\n *\n * @returns The parent run ID.\n */\n getParentRunId() {\n return this._parentRunId;\n }\n async handleLLMStart(llm, prompts, runId = undefined, _parentRunId = undefined, extraParams = undefined, _tags = undefined, _metadata = undefined, runName = undefined) {\n return Promise.all(prompts.map(async (prompt, idx) => {\n // Can't have duplicate runs with the same run ID (if provided)\n const runId_ = idx === 0 && runId ? runId : uuidv4();\n await Promise.all(this.handlers.map((handler) => {\n if (handler.ignoreLLM) {\n return;\n }\n if (isBaseTracer(handler)) {\n // Create and add run to the run map.\n // We do this synchronously to avoid race conditions\n // when callbacks are backgrounded.\n handler._createRunForLLMStart(llm, [prompt], runId_, this._parentRunId, extraParams, this.tags, this.metadata, runName);\n }\n return consumeCallback(async () => {\n try {\n await handler.handleLLMStart?.(llm, [prompt], runId_, this._parentRunId, extraParams, this.tags, this.metadata, runName);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleLLMStart: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }, handler.awaitHandlers);\n }));\n return new CallbackManagerForLLMRun(runId_, this.handlers, this.inheritableHandlers, this.tags, this.inheritableTags, this.metadata, this.inheritableMetadata, this._parentRunId);\n }));\n }\n async handleChatModelStart(llm, messages, runId = undefined, _parentRunId = undefined, extraParams = undefined, _tags = undefined, _metadata = undefined, runName = undefined) {\n return Promise.all(messages.map(async (messageGroup, idx) => {\n // Can't have duplicate runs with the same run ID (if provided)\n const runId_ = idx === 0 && runId ? runId : uuidv4();\n await Promise.all(this.handlers.map((handler) => {\n if (handler.ignoreLLM) {\n return;\n }\n if (isBaseTracer(handler)) {\n // Create and add run to the run map.\n // We do this synchronously to avoid race conditions\n // when callbacks are backgrounded.\n handler._createRunForChatModelStart(llm, [messageGroup], runId_, this._parentRunId, extraParams, this.tags, this.metadata, runName);\n }\n return consumeCallback(async () => {\n try {\n if (handler.handleChatModelStart) {\n await handler.handleChatModelStart?.(llm, [messageGroup], runId_, this._parentRunId, extraParams, this.tags, this.metadata, runName);\n }\n else if (handler.handleLLMStart) {\n const messageString = getBufferString(messageGroup);\n await handler.handleLLMStart?.(llm, [messageString], runId_, this._parentRunId, extraParams, this.tags, this.metadata, runName);\n }\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleLLMStart: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }, handler.awaitHandlers);\n }));\n return new CallbackManagerForLLMRun(runId_, this.handlers, this.inheritableHandlers, this.tags, this.inheritableTags, this.metadata, this.inheritableMetadata, this._parentRunId);\n }));\n }\n async handleChainStart(chain, inputs, runId = uuidv4(), runType = undefined, _tags = undefined, _metadata = undefined, runName = undefined) {\n await Promise.all(this.handlers.map((handler) => {\n if (handler.ignoreChain) {\n return;\n }\n if (isBaseTracer(handler)) {\n // Create and add run to the run map.\n // We do this synchronously to avoid race conditions\n // when callbacks are backgrounded.\n handler._createRunForChainStart(chain, inputs, runId, this._parentRunId, this.tags, this.metadata, runType, runName);\n }\n return consumeCallback(async () => {\n try {\n await handler.handleChainStart?.(chain, inputs, runId, this._parentRunId, this.tags, this.metadata, runType, runName);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleChainStart: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }, handler.awaitHandlers);\n }));\n return new CallbackManagerForChainRun(runId, this.handlers, this.inheritableHandlers, this.tags, this.inheritableTags, this.metadata, this.inheritableMetadata, this._parentRunId);\n }\n async handleToolStart(tool, input, runId = uuidv4(), _parentRunId = undefined, _tags = undefined, _metadata = undefined, runName = undefined) {\n await Promise.all(this.handlers.map((handler) => {\n if (handler.ignoreAgent) {\n return;\n }\n if (isBaseTracer(handler)) {\n // Create and add run to the run map.\n // We do this synchronously to avoid race conditions\n // when callbacks are backgrounded.\n handler._createRunForToolStart(tool, input, runId, this._parentRunId, this.tags, this.metadata, runName);\n }\n return consumeCallback(async () => {\n try {\n await handler.handleToolStart?.(tool, input, runId, this._parentRunId, this.tags, this.metadata, runName);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleToolStart: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }, handler.awaitHandlers);\n }));\n return new CallbackManagerForToolRun(runId, this.handlers, this.inheritableHandlers, this.tags, this.inheritableTags, this.metadata, this.inheritableMetadata, this._parentRunId);\n }\n async handleRetrieverStart(retriever, query, runId = uuidv4(), _parentRunId = undefined, _tags = undefined, _metadata = undefined, runName = undefined) {\n await Promise.all(this.handlers.map((handler) => {\n if (handler.ignoreRetriever) {\n return;\n }\n if (isBaseTracer(handler)) {\n // Create and add run to the run map.\n // We do this synchronously to avoid race conditions\n // when callbacks are backgrounded.\n handler._createRunForRetrieverStart(retriever, query, runId, this._parentRunId, this.tags, this.metadata, runName);\n }\n return consumeCallback(async () => {\n try {\n await handler.handleRetrieverStart?.(retriever, query, runId, this._parentRunId, this.tags, this.metadata, runName);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleRetrieverStart: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }, handler.awaitHandlers);\n }));\n return new CallbackManagerForRetrieverRun(runId, this.handlers, this.inheritableHandlers, this.tags, this.inheritableTags, this.metadata, this.inheritableMetadata, this._parentRunId);\n }\n async handleCustomEvent(eventName, \n // eslint-disable-next-line @typescript-eslint/no-explicit-any\n data, runId, _tags, \n // eslint-disable-next-line @typescript-eslint/no-explicit-any\n _metadata) {\n await Promise.all(this.handlers.map((handler) => consumeCallback(async () => {\n if (!handler.ignoreCustomEvent) {\n try {\n await handler.handleCustomEvent?.(eventName, data, runId, this.tags, this.metadata);\n }\n catch (err) {\n const logFunction = handler.raiseError\n ? console.error\n : console.warn;\n logFunction(`Error in handler ${handler.constructor.name}, handleCustomEvent: ${err}`);\n if (handler.raiseError) {\n throw err;\n }\n }\n }\n }, handler.awaitHandlers)));\n }\n addHandler(handler, inherit = true) {\n this.handlers.push(handler);\n if (inherit) {\n this.inheritableHandlers.push(handler);\n }\n }\n removeHandler(handler) {\n this.handlers = this.handlers.filter((_handler) => _handler !== handler);\n this.inheritableHandlers = this.inheritableHandlers.filter((_handler) => _handler !== handler);\n }\n setHandlers(handlers, inherit = true) {\n this.handlers = [];\n this.inheritableHandlers = [];\n for (const handler of handlers) {\n this.addHandler(handler, inherit);\n }\n }\n addTags(tags, inherit = true) {\n this.removeTags(tags); // Remove duplicates\n this.tags.push(...tags);\n if (inherit) {\n this.inheritableTags.push(...tags);\n }\n }\n removeTags(tags) {\n this.tags = this.tags.filter((tag) => !tags.includes(tag));\n this.inheritableTags = this.inheritableTags.filter((tag) => !tags.includes(tag));\n }\n addMetadata(metadata, inherit = true) {\n this.metadata = { ...this.metadata, ...metadata };\n if (inherit) {\n this.inheritableMetadata = { ...this.inheritableMetadata, ...metadata };\n }\n }\n removeMetadata(metadata) {\n for (const key of Object.keys(metadata)) {\n delete this.metadata[key];\n delete this.inheritableMetadata[key];\n }\n }\n copy(additionalHandlers = [], inherit = true) {\n const manager = new CallbackManager(this._parentRunId);\n for (const handler of this.handlers) {\n const inheritable = this.inheritableHandlers.includes(handler);\n manager.addHandler(handler, inheritable);\n }\n for (const tag of this.tags) {\n const inheritable = this.inheritableTags.includes(tag);\n manager.addTags([tag], inheritable);\n }\n for (const key of Object.keys(this.metadata)) {\n const inheritable = Object.keys(this.inheritableMetadata).includes(key);\n manager.addMetadata({ [key]: this.metadata[key] }, inheritable);\n }\n for (const handler of additionalHandlers) {\n if (\n // Prevent multiple copies of console_callback_handler\n manager.handlers\n .filter((h) => h.name === \"console_callback_handler\")\n .some((h) => h.name === handler.name)) {\n continue;\n }\n manager.addHandler(handler, inherit);\n }\n return manager;\n }\n static fromHandlers(handlers) {\n class Handler extends BaseCallbackHandler {\n constructor() {\n super();\n Object.defineProperty(this, \"name\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: uuidv4()\n });\n Object.assign(this, handlers);\n }\n }\n const manager = new this();\n manager.addHandler(new Handler());\n return manager;\n }\n static configure(inheritableHandlers, localHandlers, inheritableTags, localTags, inheritableMetadata, localMetadata, options) {\n return this._configureSync(inheritableHandlers, localHandlers, inheritableTags, localTags, inheritableMetadata, localMetadata, options);\n }\n // TODO: Deprecate async method in favor of this one.\n static _configureSync(inheritableHandlers, localHandlers, inheritableTags, localTags, inheritableMetadata, localMetadata, options) {\n let callbackManager;\n if (inheritableHandlers || localHandlers) {\n if (Array.isArray(inheritableHandlers) || !inheritableHandlers) {\n callbackManager = new CallbackManager();\n callbackManager.setHandlers(inheritableHandlers?.map(ensureHandler) ?? [], true);\n }\n else {\n callbackManager = inheritableHandlers;\n }\n callbackManager = callbackManager.copy(Array.isArray(localHandlers)\n ? localHandlers.map(ensureHandler)\n : localHandlers?.handlers, false);\n }\n const verboseEnabled = getEnvironmentVariable(\"LANGCHAIN_VERBOSE\") === \"true\" ||\n options?.verbose;\n const tracingV2Enabled = LangChainTracer.getTraceableRunTree()?.tracingEnabled ||\n isTracingEnabled();\n const tracingEnabled = tracingV2Enabled ||\n (getEnvironmentVariable(\"LANGCHAIN_TRACING\") ?? false);\n if (verboseEnabled || tracingEnabled) {\n if (!callbackManager) {\n callbackManager = new CallbackManager();\n }\n if (verboseEnabled &&\n !callbackManager.handlers.some((handler) => handler.name === ConsoleCallbackHandler.prototype.name)) {\n const consoleHandler = new ConsoleCallbackHandler();\n callbackManager.addHandler(consoleHandler, true);\n }\n if (tracingEnabled &&\n !callbackManager.handlers.some((handler) => handler.name === \"langchain_tracer\")) {\n if (tracingV2Enabled) {\n const tracerV2 = new LangChainTracer();\n callbackManager.addHandler(tracerV2, true);\n // handoff between langchain and langsmith/traceable\n // override the parent run ID\n callbackManager._parentRunId =\n LangChainTracer.getTraceableRunTree()?.id ??\n callbackManager._parentRunId;\n }\n }\n }\n if (inheritableTags || localTags) {\n if (callbackManager) {\n callbackManager.addTags(inheritableTags ?? []);\n callbackManager.addTags(localTags ?? [], false);\n }\n }\n if (inheritableMetadata || localMetadata) {\n if (callbackManager) {\n callbackManager.addMetadata(inheritableMetadata ?? {});\n callbackManager.addMetadata(localMetadata ?? {}, false);\n }\n }\n return callbackManager;\n }\n}\nexport function ensureHandler(handler) {\n if (\"name\" in handler) {\n return handler;\n }\n return BaseCallbackHandler.fromMethods(handler);\n}\n/**\n * @deprecated Use [`traceable`](https://docs.smith.langchain.com/observability/how_to_guides/tracing/annotate_code)\n * from \"langsmith\" instead.\n */\nexport class TraceGroup {\n constructor(groupName, options) {\n Object.defineProperty(this, \"groupName\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: groupName\n });\n Object.defineProperty(this, \"options\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: options\n });\n Object.defineProperty(this, \"runManager\", {\n enumerable: true,\n configurable: true,\n writable: true,\n value: void 0\n });\n }\n async getTraceGroupCallbackManager(group_name, inputs, options) {\n const cb = new LangChainTracer(options);\n const cm = await CallbackManager.configure([cb]);\n const runManager = await cm?.handleChainStart({\n lc: 1,\n type: \"not_implemented\",\n id: [\"langchain\", \"callbacks\", \"groups\", group_name],\n }, inputs ?? {});\n if (!runManager) {\n throw new Error(\"Failed to create run group callback manager.\");\n }\n return runManager;\n }\n async start(inputs) {\n if (!this.runManager) {\n this.runManager = await this.getTraceGroupCallbackManager(this.groupName, inputs, this.options);\n }\n return this.runManager.getChild();\n }\n async error(err) {\n if (this.runManager) {\n await this.runManager.handleChainError(err);\n this.runManager = undefined;\n }\n }\n async end(output) {\n if (this.runManager) {\n await this.runManager.handleChainEnd(output ?? {});\n this.runManager = undefined;\n }\n }\n}\n// eslint-disable-next-line @typescript-eslint/no-explicit-any\nfunction _coerceToDict(value, defaultKey) {\n return value && !Array.isArray(value) && typeof value === \"object\"\n ? value\n : { [defaultKey]: value };\n}\n// eslint-disable-next-line @typescript-eslint/no-explicit-any\nexport async function traceAsGroup(groupOptions, enclosedCode, ...args) {\n const traceGroup = new TraceGroup(groupOptions.name, groupOptions);\n const callbackManager = await traceGroup.start({ ...args });\n try {\n const result = await enclosedCode(callbackManager, ...args);\n await traceGroup.end(_coerceToDict(result, \"output\"));\n return result;\n }\n catch (err) {\n await traceGroup.error(err);\n throw err;\n 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