mirror of
https://github.com/farcasclaudiu/Flowise.git
synced 2026-06-29 09:01:06 +03:00
add format prompt values to prompt template
This commit is contained in:
Henry
@@ -3,11 +3,11 @@
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"nodes": [
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{
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"width": 300,
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"height": 366,
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"height": 533,
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"id": "promptTemplate_0",
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"position": {
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"x": 294.38456937448433,
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"y": 66.5400435451831
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"x": 567,
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"y": 85
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},
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"type": "customNode",
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"data": {
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@@ -23,13 +23,26 @@
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"label": "Template",
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"name": "template",
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"type": "string",
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"rows": 5,
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"placeholder": "What is a good name for a company that makes {product}?"
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"rows": 4,
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"placeholder": "What is a good name for a company that makes {product}?",
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"id": "promptTemplate_0-input-template-string"
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},
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{
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"label": "Format Prompt Values",
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"name": "promptValues",
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"type": "string",
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"rows": 4,
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"placeholder": "{\n \"input_language\": \"English\",\n \"output_language\": \"French\"\n}",
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"optional": true,
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"acceptVariable": true,
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"list": true,
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"id": "promptTemplate_0-input-promptValues-string"
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}
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],
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"inputAnchors": [],
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"inputs": {
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"template": "Word: {word}\\nAntonym: {antonym}\\n"
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"template": "Word: {word}\\nAntonym: {antonym}\\n",
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"promptValues": ""
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},
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"outputAnchors": [
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{
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@@ -39,22 +52,23 @@
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"type": "PromptTemplate | BaseStringPromptTemplate | BasePromptTemplate"
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}
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],
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"outputs": {},
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"selected": false
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},
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"selected": false,
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"dragging": false,
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"positionAbsolute": {
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"x": 294.38456937448433,
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"y": 66.5400435451831
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},
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"dragging": false
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"x": 567,
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"y": 85
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}
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},
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{
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"width": 300,
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"height": 905,
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"height": 955,
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"id": "fewShotPromptTemplate_0",
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"position": {
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"x": 719.2200337843097,
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"y": 67.20405755860693
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"x": 942.9569947740308,
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"y": 82.93222833361332
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},
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"type": "customNode",
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"data": {
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@@ -70,28 +84,32 @@
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"label": "Examples",
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"name": "examples",
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"type": "string",
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"rows": 5,
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"placeholder": "[\n { \"word\": \"happy\", \"antonym\": \"sad\" },\n { \"word\": \"tall\", \"antonym\": \"short\" },\n]"
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"rows": 4,
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"placeholder": "[\n { \"word\": \"happy\", \"antonym\": \"sad\" },\n { \"word\": \"tall\", \"antonym\": \"short\" },\n]",
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"id": "fewShotPromptTemplate_0-input-examples-string"
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},
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{
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"label": "Prefix",
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"name": "prefix",
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"type": "string",
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"rows": 3,
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"placeholder": "Give the antonym of every input"
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"rows": 4,
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"placeholder": "Give the antonym of every input",
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"id": "fewShotPromptTemplate_0-input-prefix-string"
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},
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{
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"label": "Suffix",
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"name": "suffix",
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"type": "string",
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"rows": 3,
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"placeholder": "Word: {input}\nAntonym:"
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"rows": 4,
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"placeholder": "Word: {input}\nAntonym:",
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"id": "fewShotPromptTemplate_0-input-suffix-string"
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},
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{
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"label": "Example Seperator",
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"name": "exampleSeparator",
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"type": "string",
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"placeholder": "\n\n"
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"placeholder": "\n\n",
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"id": "fewShotPromptTemplate_0-input-exampleSeparator-string"
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},
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{
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"label": "Template Format",
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@@ -107,7 +125,8 @@
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"name": "jinja-2"
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}
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],
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"default": "f-string"
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"default": "f-string",
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"id": "fewShotPromptTemplate_0-input-templateFormat-options"
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}
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],
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"inputAnchors": [
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@@ -134,12 +153,13 @@
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"type": "FewShotPromptTemplate | BaseStringPromptTemplate | BasePromptTemplate"
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}
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],
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"outputs": {},
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"selected": false
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},
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"selected": false,
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"positionAbsolute": {
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"x": 719.2200337843097,
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"y": 67.20405755860693
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"x": 942.9569947740308,
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"y": 82.93222833361332
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},
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"dragging": false
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},
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@@ -148,8 +168,8 @@
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"height": 472,
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"id": "openAI_0",
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"position": {
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"x": 1089.6434062122398,
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"y": 27.515288538129425
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"x": 1304.9299247555505,
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"y": 8.707397857674266
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},
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"type": "customNode",
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"data": {
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@@ -164,7 +184,8 @@
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{
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"label": "OpenAI Api Key",
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"name": "openAIApiKey",
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"type": "password"
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"type": "password",
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"id": "openAI_0-input-openAIApiKey-password"
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},
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{
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"label": "Model Name",
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@@ -189,20 +210,22 @@
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}
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],
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"default": "text-davinci-003",
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"optional": true
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"optional": true,
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"id": "openAI_0-input-modelName-options"
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},
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{
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"label": "Temperature",
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"name": "temperature",
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"type": "number",
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"default": 0.7,
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"optional": true
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"optional": true,
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"id": "openAI_0-input-temperature-number"
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}
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],
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"inputAnchors": [],
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"inputs": {
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"modelName": "text-davinci-003",
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"temperature": 0.7
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"temperature": "0"
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},
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"outputAnchors": [
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{
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@@ -212,22 +235,23 @@
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"type": "OpenAI | BaseLLM | BaseLanguageModel"
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}
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],
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"outputs": {},
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"selected": false
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},
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"selected": false,
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||||
"positionAbsolute": {
|
||||
"x": 1089.6434062122398,
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"y": 27.515288538129425
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"x": 1304.9299247555505,
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||||
"y": 8.707397857674266
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||||
},
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||||
"dragging": false
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||||
},
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{
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"width": 300,
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"height": 592,
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"height": 405,
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"id": "llmChain_0",
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||||
"position": {
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"x": 1489.0277667172852,
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"y": 357.461975349771
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||||
"x": 1669.2177402155296,
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"y": 338.65158088371567
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},
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"type": "customNode",
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"data": {
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@@ -243,20 +267,9 @@
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"label": "Chain Name",
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"name": "chainName",
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"type": "string",
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"placeholder": "Task Creation Chain",
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"placeholder": "Name Your Chain",
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"optional": true,
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"id": "llmChain_0-input-chainName-string"
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},
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{
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"label": "Format Prompt Values",
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"name": "promptValues",
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"type": "string",
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"rows": 5,
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"placeholder": "{\n \"input_language\": \"English\",\n \"output_language\": \"French\"\n}",
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"optional": true,
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"acceptVariable": true,
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"list": true,
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"id": "llmChain_0-input-promptValues-string"
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}
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],
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"inputAnchors": [
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@@ -276,8 +289,7 @@
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"inputs": {
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"model": "{{openAI_0.data.instance}}",
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"prompt": "{{fewShotPromptTemplate_0.data.instance}}",
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"chainName": "",
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"promptValues": ""
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"chainName": ""
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},
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"outputAnchors": [
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{
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@@ -308,24 +320,13 @@
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},
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"selected": false,
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||||
"positionAbsolute": {
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||||
"x": 1489.0277667172852,
|
||||
"y": 357.461975349771
|
||||
"x": 1669.2177402155296,
|
||||
"y": 338.65158088371567
|
||||
},
|
||||
"dragging": false
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||||
}
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],
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"edges": [
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{
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"source": "promptTemplate_0",
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"sourceHandle": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate",
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"target": "fewShotPromptTemplate_0",
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"targetHandle": "fewShotPromptTemplate_0-input-examplePrompt-PromptTemplate",
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"type": "buttonedge",
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||||
"id": "promptTemplate_0-promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate-fewShotPromptTemplate_0-fewShotPromptTemplate_0-input-examplePrompt-PromptTemplate",
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"data": {
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"label": ""
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}
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},
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{
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"source": "openAI_0",
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"sourceHandle": "openAI_0-output-openAI-OpenAI|BaseLLM|BaseLanguageModel",
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@@ -347,6 +348,17 @@
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"data": {
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"label": ""
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}
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},
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{
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"source": "promptTemplate_0",
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"sourceHandle": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate",
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"target": "fewShotPromptTemplate_0",
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||||
"targetHandle": "fewShotPromptTemplate_0-input-examplePrompt-PromptTemplate",
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||||
"type": "buttonedge",
|
||||
"id": "promptTemplate_0-promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate-fewShotPromptTemplate_0-fewShotPromptTemplate_0-input-examplePrompt-PromptTemplate",
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"data": {
|
||||
"label": ""
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||||
}
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||||
}
|
||||
]
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}
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@@ -3,11 +3,72 @@
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"nodes": [
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{
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||||
"width": 300,
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||||
"height": 592,
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||||
"height": 533,
|
||||
"id": "promptTemplate_0",
|
||||
"position": {
|
||||
"x": 796.6293062501211,
|
||||
"y": 523.6130142453178
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "promptTemplate_0",
|
||||
"label": "Prompt Template",
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||||
"name": "promptTemplate",
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||||
"type": "PromptTemplate",
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"baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"],
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"category": "Prompts",
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||||
"description": "Schema to represent a basic prompt for an LLM",
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||||
"inputParams": [
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||||
{
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||||
"label": "Template",
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||||
"name": "template",
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||||
"type": "string",
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||||
"rows": 4,
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||||
"placeholder": "What is a good name for a company that makes {product}?",
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"id": "promptTemplate_0-input-template-string"
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},
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{
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"label": "Format Prompt Values",
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"name": "promptValues",
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"type": "string",
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"rows": 4,
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"placeholder": "{\n \"input_language\": \"English\",\n \"output_language\": \"French\"\n}",
|
||||
"optional": true,
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||||
"acceptVariable": true,
|
||||
"list": true,
|
||||
"id": "promptTemplate_0-input-promptValues-string"
|
||||
}
|
||||
],
|
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"inputAnchors": [],
|
||||
"inputs": {
|
||||
"template": "You are an AI who performs one task based on the following objective: {objective}.\nRespond with how you would complete this task:",
|
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"promptValues": "{\n \"objective\": \"{{question}}\"\n}"
|
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},
|
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"outputAnchors": [
|
||||
{
|
||||
"id": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate",
|
||||
"name": "promptTemplate",
|
||||
"label": "PromptTemplate",
|
||||
"type": "PromptTemplate | BaseStringPromptTemplate | BasePromptTemplate"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 796.6293062501211,
|
||||
"y": 523.6130142453178
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 405,
|
||||
"id": "llmChain_0",
|
||||
"position": {
|
||||
"x": 586.058087758348,
|
||||
"y": 109.99914917840562
|
||||
"x": 1239.1590462985343,
|
||||
"y": 477.999065568104
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
@@ -23,20 +84,9 @@
|
||||
"label": "Chain Name",
|
||||
"name": "chainName",
|
||||
"type": "string",
|
||||
"placeholder": "Task Creation Chain",
|
||||
"placeholder": "Name Your Chain",
|
||||
"optional": true,
|
||||
"id": "llmChain_0-input-chainName-string"
|
||||
},
|
||||
{
|
||||
"label": "Format Prompt Values",
|
||||
"name": "promptValues",
|
||||
"type": "string",
|
||||
"rows": 5,
|
||||
"placeholder": "{\n \"input_language\": \"English\",\n \"output_language\": \"French\"\n}",
|
||||
"optional": true,
|
||||
"acceptVariable": true,
|
||||
"list": true,
|
||||
"id": "llmChain_0-input-promptValues-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -56,8 +106,7 @@
|
||||
"inputs": {
|
||||
"model": "{{openAI_0.data.instance}}",
|
||||
"prompt": "{{promptTemplate_0.data.instance}}",
|
||||
"chainName": "FirstChain",
|
||||
"promptValues": "{\n \"objective\": \"{{question}}\"\n}"
|
||||
"chainName": "FirstChain"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -88,198 +137,8 @@
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 586.058087758348,
|
||||
"y": 109.99914917840562
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 366,
|
||||
"id": "promptTemplate_0",
|
||||
"position": {
|
||||
"x": 231.20329590069747,
|
||||
"y": 313.54994365714185
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "promptTemplate_0",
|
||||
"label": "Prompt Template",
|
||||
"name": "promptTemplate",
|
||||
"type": "PromptTemplate",
|
||||
"baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"],
|
||||
"category": "Prompts",
|
||||
"description": "Schema to represent a basic prompt for an LLM",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Template",
|
||||
"name": "template",
|
||||
"type": "string",
|
||||
"rows": 5,
|
||||
"placeholder": "What is a good name for a company that makes {product}?",
|
||||
"id": "promptTemplate_0-input-template-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"template": "You are an AI who performs one task based on the following objective: {objective}.\nRespond with how you would complete this task:"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate",
|
||||
"name": "promptTemplate",
|
||||
"label": "PromptTemplate",
|
||||
"type": "PromptTemplate | BaseStringPromptTemplate | BasePromptTemplate"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 231.20329590069747,
|
||||
"y": 313.54994365714185
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 592,
|
||||
"id": "llmChain_1",
|
||||
"position": {
|
||||
"x": 1637.4327907249694,
|
||||
"y": 127.71255193457947
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "llmChain_1",
|
||||
"label": "LLM Chain",
|
||||
"name": "llmChain",
|
||||
"type": "LLMChain",
|
||||
"baseClasses": ["LLMChain", "BaseChain"],
|
||||
"category": "Chains",
|
||||
"description": "Chain to run queries against LLMs",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Chain Name",
|
||||
"name": "chainName",
|
||||
"type": "string",
|
||||
"placeholder": "Task Creation Chain",
|
||||
"optional": true,
|
||||
"id": "llmChain_1-input-chainName-string"
|
||||
},
|
||||
{
|
||||
"label": "Format Prompt Values",
|
||||
"name": "promptValues",
|
||||
"type": "string",
|
||||
"rows": 5,
|
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@@ -6,8 +6,8 @@
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@@ -47,14 +48,16 @@
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@@ -70,69 +73,23 @@
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|
||||
"y": 426.849642225371
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
@@ -148,20 +105,9 @@
|
||||
"label": "Chain Name",
|
||||
"name": "chainName",
|
||||
"type": "string",
|
||||
"placeholder": "Task Creation Chain",
|
||||
"placeholder": "Name Your Chain",
|
||||
"optional": true,
|
||||
"id": "llmChain_0-input-chainName-string"
|
||||
},
|
||||
{
|
||||
"label": "Format Prompt Values",
|
||||
"name": "promptValues",
|
||||
"type": "string",
|
||||
"rows": 5,
|
||||
"placeholder": "{\n \"input_language\": \"English\",\n \"output_language\": \"French\"\n}",
|
||||
"optional": true,
|
||||
"acceptVariable": true,
|
||||
"list": true,
|
||||
"id": "llmChain_0-input-promptValues-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -181,8 +127,7 @@
|
||||
"inputs": {
|
||||
"model": "{{openAI_0.data.instance}}",
|
||||
"prompt": "{{promptTemplate_0.data.instance}}",
|
||||
"chainName": "CompanyName Chain",
|
||||
"promptValues": ""
|
||||
"chainName": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -213,8 +158,69 @@
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1386.5063477084716,
|
||||
"y": 211.47670100294192
|
||||
"x": 998.3768292410252,
|
||||
"y": 426.849642225371
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 533,
|
||||
"id": "promptTemplate_0",
|
||||
"position": {
|
||||
"x": 618.658978699234,
|
||||
"y": 589.2586352262571
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "promptTemplate_0",
|
||||
"label": "Prompt Template",
|
||||
"name": "promptTemplate",
|
||||
"type": "PromptTemplate",
|
||||
"baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"],
|
||||
"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": "string",
|
||||
"rows": 4,
|
||||
"placeholder": "{\n \"input_language\": \"English\",\n \"output_language\": \"French\"\n}",
|
||||
"optional": true,
|
||||
"acceptVariable": true,
|
||||
"list": true,
|
||||
"id": "promptTemplate_0-input-promptValues-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"template": "What is a good name for a company that makes {product}?",
|
||||
"promptValues": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate",
|
||||
"name": "promptTemplate",
|
||||
"label": "PromptTemplate",
|
||||
"type": "PromptTemplate | BaseStringPromptTemplate | BasePromptTemplate"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 618.658978699234,
|
||||
"y": 589.2586352262571
|
||||
},
|
||||
"dragging": false
|
||||
}
|
||||
|
||||
@@ -1,151 +1,13 @@
|
||||
{
|
||||
"description": "Language translation using LLM Chain with a Chat Prompt Template and Chat Model",
|
||||
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
"height": 473,
|
||||
"id": "chatPromptTemplate_0",
|
||||
"position": {
|
||||
"x": 906.3845860429262,
|
||||
"y": 522.7223115041937
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "chatPromptTemplate_0",
|
||||
"label": "Chat Prompt Template",
|
||||
"name": "chatPromptTemplate",
|
||||
"type": "ChatPromptTemplate",
|
||||
"baseClasses": ["ChatPromptTemplate", "BaseChatPromptTemplate", "BasePromptTemplate"],
|
||||
"category": "Prompts",
|
||||
"description": "Schema to represent a chat prompt",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"type": "string",
|
||||
"rows": 3,
|
||||
"placeholder": "You are a helpful assistant that translates {input_language} to {output_language}."
|
||||
},
|
||||
{
|
||||
"label": "Human Message",
|
||||
"name": "humanMessagePrompt",
|
||||
"type": "string",
|
||||
"rows": 3,
|
||||
"placeholder": "{text}"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"systemMessagePrompt": "You are a helpful assistant that translates {input_language} to {output_language}.",
|
||||
"humanMessagePrompt": "{input}"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate",
|
||||
"name": "chatPromptTemplate",
|
||||
"label": "ChatPromptTemplate",
|
||||
"type": "ChatPromptTemplate | BaseChatPromptTemplate | BasePromptTemplate"
|
||||
}
|
||||
],
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"dragging": false,
|
||||
"positionAbsolute": {
|
||||
"x": 906.3845860429262,
|
||||
"y": 522.7223115041937
|
||||
}
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 472,
|
||||
"id": "chatOpenAI_0",
|
||||
"position": {
|
||||
"x": 909.2168811101023,
|
||||
"y": 10.159813502526418
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
"category": "Chat Models",
|
||||
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "OpenAI Api Key",
|
||||
"name": "openAIApiKey",
|
||||
"type": "password"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0314",
|
||||
"name": "gpt-4-0314"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-32k-0314",
|
||||
"name": "gpt-4-32k-0314"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0301",
|
||||
"name": "gpt-3.5-turbo-0301"
|
||||
}
|
||||
],
|
||||
"default": "gpt-3.5-turbo",
|
||||
"optional": true
|
||||
},
|
||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"default": 0.9,
|
||||
"optional": true
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"modelName": "gpt-3.5-turbo",
|
||||
"temperature": 0.9
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
|
||||
"name": "chatOpenAI",
|
||||
"label": "ChatOpenAI",
|
||||
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
|
||||
}
|
||||
],
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 909.2168811101023,
|
||||
"y": 10.159813502526418
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 592,
|
||||
"height": 405,
|
||||
"id": "llmChain_0",
|
||||
"position": {
|
||||
"x": 1318.8661313433918,
|
||||
"y": 323.51085023894643
|
||||
"x": 1136.5578350285277,
|
||||
"y": 619.2492937692573
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
@@ -161,20 +23,9 @@
|
||||
"label": "Chain Name",
|
||||
"name": "chainName",
|
||||
"type": "string",
|
||||
"placeholder": "Task Creation Chain",
|
||||
"placeholder": "Name Your Chain",
|
||||
"optional": true,
|
||||
"id": "llmChain_0-input-chainName-string"
|
||||
},
|
||||
{
|
||||
"label": "Format Prompt Values",
|
||||
"name": "promptValues",
|
||||
"type": "string",
|
||||
"rows": 5,
|
||||
"placeholder": "{\n \"input_language\": \"English\",\n \"output_language\": \"French\"\n}",
|
||||
"optional": true,
|
||||
"acceptVariable": true,
|
||||
"list": true,
|
||||
"id": "llmChain_0-input-promptValues-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -194,8 +45,7 @@
|
||||
"inputs": {
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"prompt": "{{chatPromptTemplate_0.data.instance}}",
|
||||
"chainName": "",
|
||||
"promptValues": "{\n \"input_language\": \"English\",\n \"output_language\": \"French\"\n}"
|
||||
"chainName": "Language Translation"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -226,8 +76,164 @@
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1318.8661313433918,
|
||||
"y": 323.51085023894643
|
||||
"x": 1136.5578350285277,
|
||||
"y": 619.2492937692573
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 472,
|
||||
"id": "chatOpenAI_0",
|
||||
"position": {
|
||||
"x": 776.3729862229602,
|
||||
"y": 290.4580650723551
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
"category": "Chat Models",
|
||||
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "OpenAI Api Key",
|
||||
"name": "openAIApiKey",
|
||||
"type": "password",
|
||||
"id": "chatOpenAI_0-input-openAIApiKey-password"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0314",
|
||||
"name": "gpt-4-0314"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-32k-0314",
|
||||
"name": "gpt-4-32k-0314"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0301",
|
||||
"name": "gpt-3.5-turbo-0301"
|
||||
}
|
||||
],
|
||||
"default": "gpt-3.5-turbo",
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"default": 0.9,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-temperature-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"modelName": "gpt-3.5-turbo",
|
||||
"temperature": "0"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
|
||||
"name": "chatOpenAI",
|
||||
"label": "ChatOpenAI",
|
||||
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 776.3729862229602,
|
||||
"y": 290.4580650723551
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 710,
|
||||
"id": "chatPromptTemplate_0",
|
||||
"position": {
|
||||
"x": 428.40848918154023,
|
||||
"y": 291.77611240963313
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "chatPromptTemplate_0",
|
||||
"label": "Chat Prompt Template",
|
||||
"name": "chatPromptTemplate",
|
||||
"type": "ChatPromptTemplate",
|
||||
"baseClasses": ["ChatPromptTemplate", "BaseChatPromptTemplate", "BasePromptTemplate"],
|
||||
"category": "Prompts",
|
||||
"description": "Schema to represent a chat prompt",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"placeholder": "You are a helpful assistant that translates {input_language} to {output_language}.",
|
||||
"id": "chatPromptTemplate_0-input-systemMessagePrompt-string"
|
||||
},
|
||||
{
|
||||
"label": "Human Message",
|
||||
"name": "humanMessagePrompt",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"placeholder": "{text}",
|
||||
"id": "chatPromptTemplate_0-input-humanMessagePrompt-string"
|
||||
},
|
||||
{
|
||||
"label": "Format Prompt Values",
|
||||
"name": "promptValues",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"placeholder": "{\n \"input_language\": \"English\",\n \"output_language\": \"French\"\n}",
|
||||
"optional": true,
|
||||
"acceptVariable": true,
|
||||
"list": true,
|
||||
"id": "chatPromptTemplate_0-input-promptValues-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"systemMessagePrompt": "You are a helpful assistant that translates {input_language} to {output_language}.",
|
||||
"humanMessagePrompt": "{input}",
|
||||
"promptValues": "{\n \"input_language\": \"English\",\n \"output_language\": \"French\"\n}"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate",
|
||||
"name": "chatPromptTemplate",
|
||||
"label": "ChatPromptTemplate",
|
||||
"type": "ChatPromptTemplate | BaseChatPromptTemplate | BasePromptTemplate"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 428.40848918154023,
|
||||
"y": 291.77611240963313
|
||||
},
|
||||
"dragging": false
|
||||
}
|
||||
|
||||
@@ -12,7 +12,7 @@ import {
|
||||
getEndingNode,
|
||||
constructGraphs,
|
||||
resolveVariables,
|
||||
checkIfFlowNeedToRebuild
|
||||
checkStartNodeDependOnInput
|
||||
} from './utils'
|
||||
import { cloneDeep } from 'lodash'
|
||||
import { getDataSource } from './DataSource'
|
||||
@@ -203,6 +203,7 @@ export class App {
|
||||
|
||||
let nodeToExecuteData: INodeData
|
||||
|
||||
/*** Get chatflows and prepare data ***/
|
||||
const chatflow = await this.AppDataSource.getRepository(ChatFlow).findOneBy({
|
||||
id: chatflowid
|
||||
})
|
||||
@@ -213,36 +214,40 @@ export class App {
|
||||
const nodes = parsedFlowData.nodes
|
||||
const edges = parsedFlowData.edges
|
||||
|
||||
// Check if node data exists in pool && not out of sync, prevent building whole flow again
|
||||
/*** Get Ending Node with Directed Graph ***/
|
||||
const { graph, nodeDependencies } = constructGraphs(nodes, edges)
|
||||
const directedGraph = graph
|
||||
const endingNodeId = getEndingNode(nodeDependencies, directedGraph)
|
||||
if (!endingNodeId) return res.status(500).send(`Ending node must be either a Chain or Agent`)
|
||||
|
||||
const endingNodeData = nodes.find((nd) => nd.id === endingNodeId)?.data
|
||||
if (!endingNodeData) return res.status(500).send(`Ending node must be either a Chain or Agent`)
|
||||
|
||||
if (endingNodeData.outputs && !Object.values(endingNodeData.outputs).includes(endingNodeData.name)) {
|
||||
return res
|
||||
.status(500)
|
||||
.send(
|
||||
`Output of ${endingNodeData.label} (${endingNodeData.id}) must be ${endingNodeData.label}, can't be an Output Prediction`
|
||||
)
|
||||
}
|
||||
|
||||
/*** Get Starting Nodes with Non-Directed Graph ***/
|
||||
const constructedObj = constructGraphs(nodes, edges, true)
|
||||
const nonDirectedGraph = constructedObj.graph
|
||||
const { startingNodeIds, depthQueue } = getStartingNodes(nonDirectedGraph, endingNodeId)
|
||||
|
||||
/* Check if:
|
||||
* - Node Data already exists in pool
|
||||
* - Still in sync (i.e the flow has not been modified since)
|
||||
* - Flow doesn't start with nodes that depend on incomingInput.question
|
||||
***/
|
||||
if (
|
||||
Object.prototype.hasOwnProperty.call(this.chatflowPool.activeChatflows, chatflowid) &&
|
||||
this.chatflowPool.activeChatflows[chatflowid].inSync &&
|
||||
!checkIfFlowNeedToRebuild(nodes, this.chatflowPool.activeChatflows[chatflowid].endingNodeData)
|
||||
!checkStartNodeDependOnInput(nodes, startingNodeIds)
|
||||
) {
|
||||
nodeToExecuteData = this.chatflowPool.activeChatflows[chatflowid].endingNodeData
|
||||
} else {
|
||||
/*** Get Ending Node with Directed Graph ***/
|
||||
const { graph, nodeDependencies } = constructGraphs(nodes, edges)
|
||||
const directedGraph = graph
|
||||
const endingNodeId = getEndingNode(nodeDependencies, directedGraph)
|
||||
if (!endingNodeId) return res.status(500).send(`Ending node must be either a Chain or Agent`)
|
||||
|
||||
const endingNodeData = nodes.find((nd) => nd.id === endingNodeId)?.data
|
||||
if (!endingNodeData) return res.status(500).send(`Ending node must be either a Chain or Agent`)
|
||||
|
||||
if (endingNodeData.outputs && !Object.values(endingNodeData.outputs).includes(endingNodeData.name)) {
|
||||
return res
|
||||
.status(500)
|
||||
.send(
|
||||
`Output of ${endingNodeData.label} (${endingNodeData.id}) must be ${endingNodeData.label}, can't be an Output Prediction`
|
||||
)
|
||||
}
|
||||
|
||||
/*** Get Starting Nodes with Non-Directed Graph ***/
|
||||
const constructedObj = constructGraphs(nodes, edges, true)
|
||||
const nonDirectedGraph = constructedObj.graph
|
||||
const { startingNodeIds, depthQueue } = getStartingNodes(nonDirectedGraph, endingNodeId)
|
||||
|
||||
/*** BFS to traverse from Starting Nodes to Ending Node ***/
|
||||
const reactFlowNodes = await buildLangchain(
|
||||
startingNodeIds,
|
||||
|
||||
@@ -13,7 +13,7 @@ import {
|
||||
INodeData
|
||||
} from '../Interface'
|
||||
import { cloneDeep, get } from 'lodash'
|
||||
import { ICommonObject } from 'flowise-components'
|
||||
import { ICommonObject, getInputVariables } from 'flowise-components'
|
||||
|
||||
const QUESTION_VAR_PREFIX = 'question'
|
||||
|
||||
@@ -351,19 +351,16 @@ export const resolveVariables = (reactFlowNodeData: INodeData, reactFlowNodes: I
|
||||
* Rebuild flow if LLMChain has dependency on other chains
|
||||
* User Question => Prompt_0 => LLMChain_0 => Prompt-1 => LLMChain_1
|
||||
* @param {IReactFlowNode[]} nodes
|
||||
* @param {INodeData} nodeData
|
||||
* @param {string[]} startingNodeIds
|
||||
* @returns {boolean}
|
||||
*/
|
||||
export const checkIfFlowNeedToRebuild = (nodes: IReactFlowNode[], nodeData: INodeData) => {
|
||||
if (nodeData.name !== 'llmChain') return false
|
||||
|
||||
const node = nodes.find((nd) => nd.id === nodeData.id)
|
||||
if (!node) throw new Error(`Node ${nodeData.id} not found`)
|
||||
|
||||
const inputs = node.data.inputs
|
||||
for (const key in inputs) {
|
||||
const isInputAcceptVariable = node.data.inputParams.find((param) => param.name === key)?.acceptVariable || false
|
||||
if (isInputAcceptVariable && inputs[key].includes('{{') && inputs[key].includes('}}')) return true
|
||||
export const checkStartNodeDependOnInput = (nodes: IReactFlowNode[], startingNodeIds: string[]) => {
|
||||
const startingNodes = nodes.filter((nd) => startingNodeIds.includes(nd.id) && nd.id.toLowerCase().includes('prompttemplate'))
|
||||
for (const node of startingNodes) {
|
||||
for (const inputName in node.data.inputs) {
|
||||
const inputVariables = getInputVariables(node.data.inputs[inputName])
|
||||
if (inputVariables.length > 0) return true
|
||||
}
|
||||
}
|
||||
return false
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user