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Improve flexibility of the structured output parser by allowing the user to input an example JSON and automatically converting it to a zod scheme

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This commit is contained in:
Kenny Vaneetvelde
2024-02-03 19:43:44 +01:00
parent 6013743705
commit 288e451161
3 changed files with 64 additions and 99 deletions
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packages/server/marketplaces/chatflows/Structured Output Parser.json
+45 -69
View File
@@ -4,7 +4,7 @@
"nodes": [
{
"width": 300,
"height": 574,
"height": 576,
"id": "chatOpenAI_0",
"position": {
"x": 845.3961479115309,
@@ -17,7 +17,12 @@
"version": 3,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
"baseClasses": [
"ChatOpenAI",
"BaseChatModel",
"BaseLanguageModel",
"Runnable"
],
"category": "Chat Models",
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
"inputParams": [
@@ -25,7 +30,9 @@
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["openAIApi"],
"credentialNames": [
"openAIApi"
],
"id": "chatOpenAI_0-input-credential-credential"
},
{
@@ -202,7 +209,7 @@
},
{
"width": 300,
"height": 456,
"height": 508,
"id": "llmChain_0",
"position": {
"x": 1229.1699649849293,
@@ -215,7 +222,11 @@
"version": 3,
"name": "llmChain",
"type": "LLMChain",
"baseClasses": ["LLMChain", "BaseChain", "Runnable"],
"baseClasses": [
"LLMChain",
"BaseChain",
"Runnable"
],
"category": "Chains",
"description": "Chain to run queries against LLMs",
"inputParams": [
@@ -300,7 +311,7 @@
},
{
"width": 300,
"height": 652,
"height": 690,
"id": "chatPromptTemplate_0",
"position": {
"x": 501.1597501123828,
@@ -313,7 +324,12 @@
"version": 1,
"name": "chatPromptTemplate",
"type": "ChatPromptTemplate",
"baseClasses": ["ChatPromptTemplate", "BaseChatPromptTemplate", "BasePromptTemplate", "Runnable"],
"baseClasses": [
"ChatPromptTemplate",
"BaseChatPromptTemplate",
"BasePromptTemplate",
"Runnable"
],
"category": "Prompts",
"description": "Schema to represent a chat prompt",
"inputParams": [
@@ -369,11 +385,11 @@
},
{
"width": 300,
"height": 328,
"height": 329,
"id": "structuredOutputParser_0",
"position": {
"x": 170.3869571939727,
"y": 343.9298288967859
"x": 498.2326128526694,
"y": 566.5473204649535
},
"type": "customNode",
"data": {
@@ -382,7 +398,11 @@
"version": 1,
"name": "structuredOutputParser",
"type": "StructuredOutputParser",
"baseClasses": ["StructuredOutputParser", "BaseLLMOutputParser", "Runnable"],
"baseClasses": [
"StructuredOutputParser",
"BaseLLMOutputParser",
"Runnable"
],
"category": "Output Parsers",
"description": "Parse the output of an LLM call into a given (JSON) structure.",
"inputParams": [
@@ -395,61 +415,20 @@
"id": "structuredOutputParser_0-input-autofixParser-boolean"
},
{
"label": "JSON Structure",
"name": "jsonStructure",
"type": "datagrid",
"description": "JSON structure for LLM to return",
"datagrid": [
{
"field": "property",
"headerName": "Property",
"editable": true
},
{
"field": "type",
"headerName": "Type",
"type": "singleSelect",
"valueOptions": ["string", "number", "boolean"],
"editable": true
},
{
"field": "description",
"headerName": "Description",
"editable": true,
"flex": 1
}
],
"default": [
{
"property": "answer",
"type": "string",
"description": "answer to the user's question"
},
{
"property": "source",
"type": "string",
"description": "sources used to answer the question, should be websites"
}
],
"label": "Example JSON",
"name": "exampleJson",
"type": "string",
"description": "Example JSON structure for LLM to return",
"rows": 10,
"default": "{\"answer\": \"the answer\", \"followupQuestions\": [\"question1\", \"question2\"]}",
"additionalParams": true,
"id": "structuredOutputParser_0-input-jsonStructure-datagrid"
"id": "structuredOutputParser_0-input-exampleJson-string"
}
],
"inputAnchors": [],
"inputs": {
"autofixParser": true,
"jsonStructure": [
{
"property": "answer",
"type": "string",
"description": "answer to the user's question"
},
{
"property": "source",
"type": "string",
"description": "sources used to answer the question, should be websites"
}
]
"exampleJson": "{\"answer\": \"the answer\", \"followupQuestions\": [\"question1\", \"question2\"]}"
},
"outputAnchors": [
{
@@ -463,11 +442,11 @@
"selected": false
},
"selected": false,
"dragging": false,
"positionAbsolute": {
"x": 170.3869571939727,
"y": 343.9298288967859
},
"dragging": false
"x": 498.2326128526694,
"y": 566.5473204649535
}
}
],
"edges": [
@@ -499,10 +478,7 @@
"target": "llmChain_0",
"targetHandle": "llmChain_0-input-outputParser-BaseLLMOutputParser",
"type": "buttonedge",
"id": "structuredOutputParser_0-structuredOutputParser_0-output-structuredOutputParser-StructuredOutputParser|BaseLLMOutputParser|Runnable-llmChain_0-llmChain_0-input-outputParser-BaseLLMOutputParser",
"data": {
"label": ""
}
"id": "structuredOutputParser_0-structuredOutputParser_0-output-structuredOutputParser-StructuredOutputParser|BaseLLMOutputParser|Runnable-llmChain_0-llmChain_0-input-outputParser-BaseLLMOutputParser"
}
]
}
}