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"type": "BaseLanguageModel", "id": "llmChain_2-input-model-BaseLanguageModel" }, { "label": "Prompt", "name": "prompt", "type": "BasePromptTemplate", "id": "llmChain_2-input-prompt-BasePromptTemplate" }, { "label": "Output Parser", "name": "outputParser", "type": "BaseLLMOutputParser", "optional": true, "id": "llmChain_2-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_2-input-inputModeration-Moderation" } ], "inputs": { "model": "{{chatOpenAI_2.data.instance}}", "prompt": "{{promptTemplate_2.data.instance}}", "outputParser": "", "inputModeration": "", "chainName": "Fallback Chain" }, "outputAnchors": [ { "name": "output", "label": "Output", "type": "options", "options": [ { "id": "llmChain_2-output-llmChain-LLMChain|BaseChain|Runnable", "name": "llmChain", "label": "LLM Chain", "type": "LLMChain | BaseChain | Runnable" }, { "id": "llmChain_2-output-outputPrediction-string|json", "name": "outputPrediction", "label": "Output Prediction", "type": "string | json" } ], "default": "llmChain" } ], "outputs": { "output": "llmChain" }, "selected": false }, "selected": false, "positionAbsolute": { "x": 1914.509823868027, "y": 622.3435967391327 }, "dragging": false }, { "id": "stickyNote_0", "position": { "x": -18.950231412347364, "y": -192.2980180516393 }, "type": "stickyNote", "data": { "id": "stickyNote_0", "label": "Sticky Note", "version": 2, "name": "stickyNote", "type": "StickyNote", "baseClasses": [ "StickyNote" ], "tags": [ "Utilities" ], "category": "Utilities", "description": "Add a sticky note", "inputParams": [ { "label": "", "name": "note", "type": "string", "rows": 1, "placeholder": "Type something here", "optional": true, "id": "stickyNote_0-input-note-string" } ], "inputAnchors": [], "inputs": { "note": "First, get SQL database schema" }, "outputAnchors": [ { "id": "stickyNote_0-output-stickyNote-StickyNote", "name": "stickyNote", "label": "StickyNote", "description": "Add a sticky note", "type": "StickyNote" } ], "outputs": {}, "selected": false }, "width": 300, "height": 42, "selected": false, "positionAbsolute": { "x": -18.950231412347364, "y": -192.2980180516393 }, "dragging": false }, { "id": "stickyNote_1", "position": { "x": 1510.6324834799852, "y": -221.78240261184442 }, "type": "stickyNote", "data": { "id": "stickyNote_1", "label": "Sticky Note", "version": 2, "name": "stickyNote", "type": "StickyNote", "baseClasses": [ "StickyNote" ], "tags": [ "Utilities" ], "category": "Utilities", "description": "Add a sticky note", "inputParams": [ { "label": "", "name": "note", "type": "string", "rows": 1, "placeholder": "Type something here", "optional": true, "id": "stickyNote_1-input-note-string" } ], "inputAnchors": [], "inputs": { "note": "Save as variable to be used at the last Prompt Template" }, "outputAnchors": [ { "id": "stickyNote_1-output-stickyNote-StickyNote", "name": "stickyNote", "label": "StickyNote", "description": "Add a sticky note", "type": "StickyNote" } ], "outputs": {}, "selected": false }, "width": 300, "height": 62, "selected": false, "positionAbsolute": { "x": 1510.6324834799852, "y": -221.78240261184442 }, "dragging": false }, { "id": "stickyNote_2", "position": { "x": 386.88037412001086, "y": 47.66735767574478 }, "type": "stickyNote", "data": { "id": "stickyNote_2", "label": "Sticky Note", "version": 2, "name": "stickyNote", "type": "StickyNote", "baseClasses": [ "StickyNote" ], "tags": [ "Utilities" ], "category": "Utilities", "description": "Add a sticky note", "inputParams": [ { "label": "", "name": "note", "type": "string", "rows": 1, "placeholder": "Type something here", "optional": true, "id": "stickyNote_2-input-note-string" } ], "inputAnchors": [], "inputs": { "note": "Instruct LLM to return a SQL query using the schema.\n\nRecommend to give few examples for higher accuracy. \n\nChange the prompt accordingly to suit the type of database you are using" }, "outputAnchors": [ { "id": "stickyNote_2-output-stickyNote-StickyNote", "name": "stickyNote", "label": "StickyNote", "description": "Add a sticky note", "type": "StickyNote" } ], "outputs": {}, "selected": false }, "width": 300, "height": 183, "selected": false, "positionAbsolute": { "x": 386.88037412001086, "y": 47.66735767574478 }, "dragging": false }, { "id": "stickyNote_3", "position": { "x": 1148.366177280569, "y": -330.2148999791981 }, "type": "stickyNote", "data": { "id": "stickyNote_3", "label": "Sticky Note", "version": 2, "name": "stickyNote", "type": "StickyNote", "baseClasses": [ "StickyNote" ], "tags": [ "Utilities" ], "category": "Utilities", "description": "Add a sticky note", "inputParams": [ { "label": "", "name": "note", "type": "string", "rows": 1, "placeholder": "Type something here", "optional": true, "id": "stickyNote_3-input-note-string" } ], "inputAnchors": [], "inputs": { "note": "Check if SQL Query is valid\n\nIf not, avoid executing it and return to user " }, "outputAnchors": [ { "id": "stickyNote_3-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": 1148.366177280569, "y": -330.2148999791981 }, "dragging": false }, { "id": "stickyNote_4", "position": { "x": 1881.2554569013519, "y": -435.79147130381756 }, "type": "stickyNote", "data": { "id": "stickyNote_4", "label": "Sticky Note", "version": 2, "name": "stickyNote", "type": "StickyNote", "baseClasses": [ "StickyNote" ], "tags": [ "Utilities" ], "category": "Utilities", "description": "Add a sticky note", "inputParams": [ { "label": "", "name": "note", "type": "string", "rows": 1, "placeholder": "Type something here", "optional": true, "id": "stickyNote_4-input-note-string" } ], "inputAnchors": [], "inputs": { "note": "Execute the SQL query after validated, and get the list of results back.\n\nTo avoid long list of results overflowing token limit, try capping the length of result here" }, "outputAnchors": [ { "id": "stickyNote_4-output-stickyNote-StickyNote", "name": "stickyNote", "label": "StickyNote", "description": "Add a sticky note", "type": "StickyNote" } ], "outputs": {}, "selected": false }, "width": 300, "height": 143, "selected": false, "positionAbsolute": { "x": 1881.2554569013519, "y": -435.79147130381756 }, "dragging": false }, { "id": "stickyNote_5", "position": { "x": 1545.0242031958799, "y": 428.37859733277077 }, "type": "stickyNote", "data": { "id": "stickyNote_5", "label": "Sticky Note", "version": 2, "name": "stickyNote", "type": "StickyNote", "baseClasses": [ "StickyNote" ], "tags": [ "Utilities" ], "category": "Utilities", "description": "Add a sticky note", "inputParams": [ { "label": "", "name": "note", "type": "string", "rows": 1, "placeholder": "Type something here", "optional": true, "id": "stickyNote_5-input-note-string" } ], "inputAnchors": [], "inputs": { "note": "Fallback answer if SQL query is not valid" }, "outputAnchors": [ { "id": "stickyNote_5-output-stickyNote-StickyNote", "name": "stickyNote", "label": "StickyNote", "description": "Add a sticky note", "type": "StickyNote" } ], "outputs": {}, "selected": false }, "width": 300, "height": 42, "selected": false, "positionAbsolute": { "x": 1545.0242031958799, "y": 428.37859733277077 }, "dragging": false }, { "id": "stickyNote_6", "position": { "x": 2653.037036258241, "y": 53.55638699917168 }, "type": "stickyNote", "data": { "id": "stickyNote_6", "label": "Sticky Note", "version": 2, "name": "stickyNote", "type": "StickyNote", "baseClasses": [ "StickyNote" ], "tags": [ "Utilities" ], "category": "Utilities", "description": "Add a sticky note", "inputParams": [ { "label": "", "name": "note", "type": "string", "rows": 1, "placeholder": "Type something here", "optional": true, "id": "stickyNote_6-input-note-string" } ], "inputAnchors": [], "inputs": { "note": "This is the final prompt.\n\nCombine the following:\nQuestion + SQL query + SQL result\n\nto generate a final answer" }, "outputAnchors": [ { "id": "stickyNote_6-output-stickyNote-StickyNote", "name": "stickyNote", "label": "StickyNote", "description": "Add a sticky note", "type": "StickyNote" } ], "outputs": {}, "selected": false }, "width": 300, "height": 143, "selected": false, "positionAbsolute": { "x": 2653.037036258241, "y": 53.55638699917168 }, "dragging": false }, { "id": "stickyNote_7", "position": { "x": 2267.355938520518, "y": -56.64296923028309 }, "type": "stickyNote", "data": { "id": "stickyNote_7", "label": "Sticky Note", "version": 2, "name": "stickyNote", "type": "StickyNote", "baseClasses": [ "StickyNote" ], "tags": [ "Utilities" ], "category": "Utilities", "description": "Add a sticky note", "inputParams": [ { "label": "", "name": "note", "type": "string", 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