{ "description": "Detect text that could generate harmful output and prevent it from being sent to the language model", "badge": "NEW", "categories": "Moderation,ChatOpenAI,LLM Chain,Langchain", "framework": "Langchain", "nodes": [ { "width": 300, "height": 356, "id": "inputModerationOpenAI_0", "position": { "x": 334.36040624369247, "y": 467.88081727992824 }, "type": "customNode", "data": { "id": "inputModerationOpenAI_0", "label": "OpenAI Moderation", "version": 1, "name": "inputModerationOpenAI", "type": "Moderation", "baseClasses": ["Moderation"], "category": "Moderation", "description": "Check whether content complies with OpenAI usage policies.", "inputParams": [ { "label": "Error Message", "name": "moderationErrorMessage", "type": "string", "rows": 2, "default": "Cannot Process! Input violates OpenAI's content moderation policies.", "optional": true, "id": "inputModerationOpenAI_0-input-moderationErrorMessage-string" } ], "inputAnchors": [], "inputs": { "moderationErrorMessage": "Cannot Process! Input violates OpenAI's content moderation policies." }, "outputAnchors": [ { "id": "inputModerationOpenAI_0-output-inputModerationOpenAI-Moderation|Moderation", "name": "inputModerationOpenAI", "label": "Moderation", "type": "Moderation" } ], "outputs": {}, "selected": false }, "selected": false, "positionAbsolute": { "x": 334.36040624369247, "y": 467.88081727992824 }, "dragging": false }, { "width": 300, "height": 507, "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": ["{{inputModerationOpenAI_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": 574, "id": "chatOpenAI_0", "position": { "x": 424.69244822381864, "y": -271.138349609141 }, "type": "customNode", "data": { "id": "chatOpenAI_0", "label": "ChatOpenAI", "version": 5, "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": "options", "options": [ { "label": "gpt-4", "name": "gpt-4" }, { "label": "gpt-4-turbo-preview", "name": "gpt-4-turbo-preview" }, { "label": "gpt-4-0125-preview", "name": "gpt-4-0125-preview" }, { "label": "gpt-4-1106-preview", "name": "gpt-4-1106-preview" }, { "label": "gpt-4-1106-vision-preview", "name": "gpt-4-1106-vision-preview" }, { "label": "gpt-4-vision-preview", "name": "gpt-4-vision-preview" }, { "label": "gpt-4-0613", "name": "gpt-4-0613" }, { "label": "gpt-4-32k", "name": "gpt-4-32k" }, { "label": "gpt-4-32k-0613", "name": "gpt-4-32k-0613" }, { "label": "gpt-3.5-turbo", "name": "gpt-3.5-turbo" }, { "label": "gpt-3.5-turbo-0125", "name": "gpt-3.5-turbo-0125" }, { "label": "gpt-3.5-turbo-1106", "name": "gpt-3.5-turbo-1106" }, { "label": "gpt-3.5-turbo-0613", "name": "gpt-3.5-turbo-0613" }, { "label": "gpt-3.5-turbo-16k", "name": "gpt-3.5-turbo-16k" }, { "label": "gpt-3.5-turbo-16k-0613", "name": "gpt-3.5-turbo-16k-0613" } ], "default": "gpt-3.5-turbo", "optional": true, "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. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent", "default": false, "optional": true, "id": "chatOpenAI_0-input-allowImageUploads-boolean" }, { "label": "Image Resolution", "description": "This parameter controls the resolution in which the model views the image.", "name": "imageResolution", "type": "options", "options": [ { "label": "Low", "name": "low" }, { "label": "High", "name": "high" }, { "label": "Auto", "name": "auto" } ], "default": "low", "optional": false, "additionalParams": true, "id": "chatOpenAI_0-input-imageResolution-options" } ], "inputAnchors": [ { "label": "Cache", "name": "cache", "type": "BaseCache", "optional": true, "id": "chatOpenAI_0-input-cache-BaseCache" } ], "inputs": { "cache": "", "modelName": "gpt-3.5-turbo", "temperature": 0.9, "maxTokens": "", "topP": "", "frequencyPenalty": "", "presencePenalty": "", "timeout": "", "basepath": "", "baseOptions": "", "allowImageUploads": true, "imageResolution": "low" }, "outputAnchors": [ { "id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable", "name": "chatOpenAI", "label": "ChatOpenAI", "type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable" } ], "outputs": {}, "selected": false }, "selected": false, "positionAbsolute": { "x": 424.69244822381864, "y": -271.138349609141 }, "dragging": false }, { "width": 300, "height": 475, "id": "promptTemplate_0", "position": { "x": -17.005933033720936, "y": -20.829788775850602 }, "type": "customNode", "data": { "id": "promptTemplate_0", "label": "Prompt Template", "version": 1, "name": "promptTemplate", "type": "PromptTemplate", "baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate", "Runnable"], "category": "Prompts", "description": "Schema to represent a basic prompt for an LLM", "inputParams": [ { "label": "Template", "name": "template", "type": "string", "rows": 4, "placeholder": "What is a good name for a company that makes {product}?", "id": "promptTemplate_0-input-template-string" }, { "label": "Format Prompt Values", "name": "promptValues", "type": "json", "optional": true, "acceptVariable": true, "list": true, "id": "promptTemplate_0-input-promptValues-json" } ], "inputAnchors": [], "inputs": { "template": "Answer user question:\n{text}", "promptValues": "{\"history\":\"{{chat_history}}\"}" }, "outputAnchors": [ { "id": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate|Runnable", "name": "promptTemplate", "label": "PromptTemplate", "type": "PromptTemplate | BaseStringPromptTemplate | BasePromptTemplate | Runnable" } ], "outputs": {}, "selected": false }, "selected": false, "positionAbsolute": { "x": -17.005933033720936, "y": -20.829788775850602 }, "dragging": false } ], "edges": [ { "source": "inputModerationOpenAI_0", "sourceHandle": "inputModerationOpenAI_0-output-inputModerationOpenAI-Moderation|Moderation", "target": "llmChain_0", "targetHandle": "llmChain_0-input-inputModeration-Moderation", "type": "buttonedge", "id": "inputModerationOpenAI_0-inputModerationOpenAI_0-output-inputModerationOpenAI-Moderation|Moderation-llmChain_0-llmChain_0-input-inputModeration-Moderation", "data": { "label": "" } }, { "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": "" } } ] }