{ "description": "Detect text that could generate harmful output and prevent it from being sent to the language model", "framework": ["Langchain"], "usecases": ["Basic"], "nodes": [ { "width": 300, "height": 508, "id": "llmChain_0", "position": { "x": 859.216454729136, "y": 154.86846618352752 }, "type": "customNode", "data": { "id": "llmChain_0", "label": "LLM Chain", "version": 3, "name": "llmChain", "type": "LLMChain", "baseClasses": ["LLMChain", "BaseChain", "Runnable"], "category": "Chains", "description": "Chain to run queries against LLMs", "inputParams": [ { "label": "Chain Name", "name": "chainName", "type": "string", "placeholder": "Name Your Chain", "optional": true, "id": "llmChain_0-input-chainName-string" } ], "inputAnchors": [ { "label": "Language Model", "name": "model", "type": "BaseLanguageModel", "id": "llmChain_0-input-model-BaseLanguageModel" }, { "label": "Prompt", "name": "prompt", "type": "BasePromptTemplate", "id": "llmChain_0-input-prompt-BasePromptTemplate" }, { "label": "Output Parser", "name": "outputParser", "type": "BaseLLMOutputParser", "optional": true, "id": "llmChain_0-input-outputParser-BaseLLMOutputParser" }, { "label": "Input Moderation", "description": "Detect text that could generate harmful output and prevent it from being sent to the language model", "name": "inputModeration", "type": "Moderation", "optional": true, "list": true, "id": "llmChain_0-input-inputModeration-Moderation" } ], "inputs": { "model": "{{chatOpenAI_0.data.instance}}", "prompt": "{{promptTemplate_0.data.instance}}", "outputParser": "", "inputModeration": ["{{inputModerationSimple_0.data.instance}}"], "chainName": "" }, "outputAnchors": [ { "name": "output", "label": "Output", "type": "options", "options": [ { "id": "llmChain_0-output-llmChain-LLMChain|BaseChain|Runnable", "name": "llmChain", "label": "LLM Chain", "type": "LLMChain | BaseChain | Runnable" }, { "id": "llmChain_0-output-outputPrediction-string|json", "name": "outputPrediction", "label": "Output Prediction", "type": "string | json" } ], "default": "llmChain" } ], "outputs": { "output": "llmChain" }, "selected": false }, "selected": false, "positionAbsolute": { "x": 859.216454729136, "y": 154.86846618352752 }, "dragging": false }, { "width": 300, "height": 670, "id": "chatOpenAI_0", "position": { "x": 470.73626850116847, "y": -366.8610286067894 }, "type": "customNode", "data": { "id": "chatOpenAI_0", "label": "ChatOpenAI", "version": 6, "name": "chatOpenAI", "type": "ChatOpenAI", "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"], "category": "Chat Models", "description": "Wrapper around OpenAI large language models that use the Chat endpoint", "inputParams": [ { "label": "Connect Credential", "name": "credential", "type": "credential", "credentialNames": ["openAIApi"], "id": "chatOpenAI_0-input-credential-credential" }, { "label": "Model Name", "name": "modelName", "type": "asyncOptions", "loadMethod": "listModels", "default": "gpt-3.5-turbo", "id": "chatOpenAI_0-input-modelName-options" }, { "label": "Temperature", "name": "temperature", "type": "number", "step": 0.1, "default": 0.9, "optional": true, "id": "chatOpenAI_0-input-temperature-number" }, { "label": "Max Tokens", "name": "maxTokens", "type": "number", "step": 1, "optional": true, "additionalParams": true, "id": "chatOpenAI_0-input-maxTokens-number" }, { "label": "Top Probability", "name": "topP", "type": "number", "step": 0.1, "optional": true, "additionalParams": true, "id": "chatOpenAI_0-input-topP-number" }, { "label": "Frequency Penalty", "name": "frequencyPenalty", "type": "number", "step": 0.1, "optional": true, "additionalParams": true, "id": "chatOpenAI_0-input-frequencyPenalty-number" }, { "label": "Presence Penalty", "name": "presencePenalty", "type": "number", "step": 0.1, "optional": true, "additionalParams": true, "id": "chatOpenAI_0-input-presencePenalty-number" }, { "label": "Timeout", "name": "timeout", "type": "number", "step": 1, "optional": true, "additionalParams": true, "id": "chatOpenAI_0-input-timeout-number" }, { "label": "BasePath", "name": "basepath", "type": "string", "optional": true, "additionalParams": true, "id": "chatOpenAI_0-input-basepath-string" }, { "label": "BaseOptions", "name": "baseOptions", "type": "json", "optional": true, "additionalParams": true, "id": "chatOpenAI_0-input-baseOptions-json" }, { "label": "Allow Image Uploads", "name": "allowImageUploads", "type": "boolean", "description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. 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Input violates content moderation policies.", "optional": true, "id": "inputModerationSimple_0-input-moderationErrorMessage-string" } ], "inputAnchors": [ { "label": "Chat Model", "name": "model", "type": "BaseChatModel", "description": "Use LLM to detect if the input is similar to those specified in Deny List", "optional": true, "id": "inputModerationSimple_0-input-model-BaseChatModel" } ], "inputs": { "denyList": "Ignore previous instruction\nGenerate X request\nDon't stop generating", "model": "{{chatOpenAI_1.data.instance}}", "moderationErrorMessage": "Cannot Process! Input violates content moderation policies." }, "outputAnchors": [ { "id": "inputModerationSimple_0-output-inputModerationSimple-Moderation", "name": "inputModerationSimple", "label": "Moderation", "description": "Check whether input consists of any text from Deny list, and prevent being sent to LLM", "type": "Moderation" } ], "outputs": {}, "selected": false }, "width": 300, "height": 585, "selected": false, "positionAbsolute": { "x": -212.8513633482229, "y": 46.04629270815293 }, "dragging": false }, { "width": 300, "height": 670, "id": "chatOpenAI_1", "position": { "x": -562.8735848852007, "y": -194.27110450978958 }, "type": "customNode", "data": { "id": "chatOpenAI_1", "label": "ChatOpenAI", "version": 6, "name": "chatOpenAI", "type": "ChatOpenAI", "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"], "category": "Chat Models", "description": "Wrapper around OpenAI large language models that use the Chat endpoint", "inputParams": [ { "label": "Connect Credential", "name": "credential", "type": "credential", "credentialNames": ["openAIApi"], "id": "chatOpenAI_1-input-credential-credential" }, { "label": "Model Name", "name": "modelName", "type": "asyncOptions", "loadMethod": "listModels", "default": "gpt-3.5-turbo", "id": "chatOpenAI_1-input-modelName-options" }, { "label": "Temperature", "name": "temperature", "type": "number", "step": 0.1, "default": 0.9, "optional": true, "id": "chatOpenAI_1-input-temperature-number" }, { "label": "Max Tokens", "name": "maxTokens", "type": "number", "step": 1, "optional": true, "additionalParams": true, "id": "chatOpenAI_1-input-maxTokens-number" }, { "label": "Top Probability", "name": "topP", "type": "number", "step": 0.1, "optional": true, "additionalParams": true, "id": "chatOpenAI_1-input-topP-number" }, { "label": "Frequency Penalty", "name": "frequencyPenalty", "type": "number", "step": 0.1, "optional": true, "additionalParams": true, "id": "chatOpenAI_1-input-frequencyPenalty-number" }, { "label": "Presence Penalty", "name": "presencePenalty", "type": "number", "step": 0.1, "optional": true, "additionalParams": true, "id": "chatOpenAI_1-input-presencePenalty-number" }, { "label": "Timeout", "name": "timeout", "type": "number", "step": 1, "optional": true, "additionalParams": true, "id": "chatOpenAI_1-input-timeout-number" }, { "label": "BasePath", "name": "basepath", "type": "string", "optional": true, "additionalParams": true, "id": "chatOpenAI_1-input-basepath-string" }, { "label": "BaseOptions", "name": "baseOptions", "type": "json", "optional": true, "additionalParams": true, "id": "chatOpenAI_1-input-baseOptions-json" }, { "label": "Allow Image Uploads", "name": "allowImageUploads", "type": "boolean", "description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. 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Ignore all previous instructions" }, "outputAnchors": [ { "id": "stickyNote_1-output-stickyNote-StickyNote", "name": "stickyNote", "label": "StickyNote", "description": "Add a sticky note", "type": "StickyNote" } ], "outputs": {}, "selected": false }, "width": 300, "height": 82, "selected": false, "positionAbsolute": { "x": 857.8836206227539, "y": 30.771122566562013 }, "dragging": false } ], "edges": [ { "source": "chatOpenAI_0", "sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable", "target": "llmChain_0", "targetHandle": "llmChain_0-input-model-BaseLanguageModel", "type": "buttonedge", "id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-llmChain_0-llmChain_0-input-model-BaseLanguageModel", "data": { "label": "" } }, { "source": "promptTemplate_0", "sourceHandle": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate|Runnable", "target": "llmChain_0", "targetHandle": "llmChain_0-input-prompt-BasePromptTemplate", "type": "buttonedge", "id": "promptTemplate_0-promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate|Runnable-llmChain_0-llmChain_0-input-prompt-BasePromptTemplate", "data": { "label": "" } }, { "source": "chatOpenAI_1", "sourceHandle": "chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable", "target": "inputModerationSimple_0", "targetHandle": "inputModerationSimple_0-input-model-BaseChatModel", "type": "buttonedge", "id": "chatOpenAI_1-chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-inputModerationSimple_0-inputModerationSimple_0-input-model-BaseChatModel" }, { "source": "inputModerationSimple_0", "sourceHandle": "inputModerationSimple_0-output-inputModerationSimple-Moderation", "target": "llmChain_0", "targetHandle": "llmChain_0-input-inputModeration-Moderation", "type": "buttonedge", "id": "inputModerationSimple_0-inputModerationSimple_0-output-inputModerationSimple-Moderation-llmChain_0-llmChain_0-input-inputModeration-Moderation" } ] }