vanilla agentのunit test用のコードを、sampleのGraphDataにしました。
それぞれのgraphをjsonに保存すれば、cli、もしくはTypeScript/JavaScriptでテストが可能です。
cliの場合は、 こちらをインストール。
TypeScriptで実行する場合は以下のコードを参考にしてください。
import * as vanilla_agent from "@graphai/vanilla";
import { GraphAI } from "graphai";
import { graphData } from "./data";
const main = async () => {
const graph = new GraphAI(graphData, vanilla_agent);
const result = await graph.run();
};
main();
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"text": "Here's to the crazy ones, the misfits, the rebels, the troublemakers, the round pegs in the square holes ... the ones who see things differently -- they're not fond of rules, and they have no respect for the status quo. ... You can quote them, disagree with them, glorify or vilify them, but the only thing you can't do is ignore them because they change things. ... They push the human race forward, and while some may see them as the crazy ones, we see genius, because the people who are crazy enough to think that they can change the world, are the ones who do."
}
},
"node": {
"isResult": true,
"agent": "stringSplitterAgent",
"params": {
"chunkSize": 64
},
"inputs": {
"text": ":sampleInput.text"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": "hello"
},
"sampleInput1": {
"value": "test"
},
"node": {
"isResult": true,
"agent": "stringTemplateAgent",
"params": {
"template": "${m1}: ${m2}"
},
"inputs": {
"m1": ":sampleInput0",
"m2": ":sampleInput1"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": "hello"
},
"sampleInput1": {
"value": "test"
},
"node": {
"isResult": true,
"agent": "stringTemplateAgent",
"params": {
"template": [
"${m1}: ${m2}",
"${m2}: ${m1}"
]
},
"inputs": {
"m1": ":sampleInput0",
"m2": ":sampleInput1"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": "hello"
},
"sampleInput1": {
"value": "test"
},
"node": {
"isResult": true,
"agent": "stringTemplateAgent",
"params": {
"template": {
"apple": "${m1}",
"lemon": "${m2}"
}
},
"inputs": {
"m1": ":sampleInput0",
"m2": ":sampleInput1"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": "hello"
},
"sampleInput1": {
"value": "test"
},
"node": {
"isResult": true,
"agent": "stringTemplateAgent",
"params": {
"template": [
{
"apple": "${m1}",
"lemon": "${m2}"
}
]
},
"inputs": {
"m1": ":sampleInput0",
"m2": ":sampleInput1"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": "hello"
},
"sampleInput1": {
"value": "test"
},
"node": {
"isResult": true,
"agent": "stringTemplateAgent",
"params": {
"template": {
"apple": "${m1}",
"lemon": [
"${m2}"
]
}
},
"inputs": {
"m1": ":sampleInput0",
"m2": ":sampleInput1"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"message1": "hello",
"message2": "test"
}
},
"node": {
"isResult": true,
"agent": "stringTemplateAgent",
"params": {
"template": "${message1}: ${message2}"
},
"inputs": {
"message1": ":sampleInput.message1",
"message2": ":sampleInput.message2"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"message1": "hello",
"message2": "test"
}
},
"node": {
"isResult": true,
"agent": "stringTemplateAgent",
"params": {
"template": [
"${message1}: ${message2}",
"${message2}: ${message1}"
]
},
"inputs": {
"message1": ":sampleInput.message1",
"message2": ":sampleInput.message2"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"message1": "hello",
"message2": "test"
}
},
"node": {
"isResult": true,
"agent": "stringTemplateAgent",
"params": {
"template": {
"apple": "${message1}",
"lemon": "${message2}"
}
},
"inputs": {
"message1": ":sampleInput.message1",
"message2": ":sampleInput.message2"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"message1": "hello",
"message2": "test"
}
},
"node": {
"isResult": true,
"agent": "stringTemplateAgent",
"params": {
"template": [
{
"apple": "${message1}",
"lemon": "${message2}"
}
]
},
"inputs": {
"message1": ":sampleInput.message1",
"message2": ":sampleInput.message2"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"message1": "hello",
"message2": "test"
}
},
"node": {
"isResult": true,
"agent": "stringTemplateAgent",
"params": {
"template": {
"apple": "${message1}",
"lemon": [
"${message2}"
]
}
},
"inputs": {
"message1": ":sampleInput.message1",
"message2": ":sampleInput.message2"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": {
"apple": "red",
"lemon": "yellow"
}
},
"node": {
"isResult": true,
"agent": "jsonParserAgent",
"inputs": {
"text": ":sampleInput0"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": "{\n \"apple\": \"red\",\n \"lemon\": \"yellow\"\n}"
},
"node": {
"isResult": true,
"agent": "jsonParserAgent",
"params": {},
"inputs": {
"text": ":sampleInput0"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": "```\n{\"apple\":\"red\",\"lemon\":\"yellow\"}\n```"
},
"node": {
"isResult": true,
"agent": "jsonParserAgent",
"params": {},
"inputs": {
"text": ":sampleInput0"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": "```json\n{\"apple\":\"red\",\"lemon\":\"yellow\"}\n```"
},
"node": {
"isResult": true,
"agent": "jsonParserAgent",
"params": {},
"inputs": [
":sampleInput0"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": "```JSON\n{\"apple\":\"red\",\"lemon\":\"yellow\"}\n```"
},
"node": {
"isResult": true,
"agent": "jsonParserAgent",
"params": {},
"inputs": [
":sampleInput0"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"array": [
1,
2
],
"item": 3
}
},
"node": {
"isResult": true,
"agent": "pushAgent",
"params": {},
"inputs": {
"array": ":sampleInput.array",
"item": ":sampleInput.item"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"array": [
{
"apple": 1
}
],
"item": {
"lemon": 2
}
}
},
"node": {
"isResult": true,
"agent": "pushAgent",
"params": {},
"inputs": {
"array": ":sampleInput.array",
"item": ":sampleInput.item"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"array": [
1,
2,
3
]
}
},
"node": {
"isResult": true,
"agent": "popAgent",
"params": {},
"inputs": {
"array": ":sampleInput.array"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"array": [
"a",
"b",
"c"
]
}
},
"node": {
"isResult": true,
"agent": "popAgent",
"params": {},
"inputs": {
"array": ":sampleInput.array"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"array": [
1,
2,
3
],
"array2": [
"a",
"b",
"c"
]
}
},
"node": {
"isResult": true,
"agent": "popAgent",
"params": {},
"inputs": {
"array": ":sampleInput.array",
"array2": ":sampleInput.array2"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"array": [
1,
2,
3
]
}
},
"node": {
"isResult": true,
"agent": "shiftAgent",
"params": {},
"inputs": {
"array": ":sampleInput.array"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"array": [
"a",
"b",
"c"
]
}
},
"node": {
"isResult": true,
"agent": "shiftAgent",
"params": {},
"inputs": {
"array": ":sampleInput.array"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"array": [
[
1
],
[
2
],
[
3
]
]
}
},
"node": {
"isResult": true,
"agent": "arrayFlatAgent",
"params": {},
"inputs": {
"array": ":sampleInput.array"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"array": [
[
1
],
[
2
],
[
[
3
]
]
]
}
},
"node": {
"isResult": true,
"agent": "arrayFlatAgent",
"params": {},
"inputs": {
"array": ":sampleInput.array"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"array": [
[
1
],
[
2
],
[
[
3
]
]
],
"depth": 2
}
},
"node": {
"isResult": true,
"agent": "arrayFlatAgent",
"params": {},
"inputs": {
"array": ":sampleInput.array",
"depth": ":sampleInput.depth"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"array": [
[
"a"
],
[
"b"
],
[
"c"
]
]
}
},
"node": {
"isResult": true,
"agent": "arrayFlatAgent",
"params": {},
"inputs": {
"array": ":sampleInput.array"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"matrix": [
[
1,
2
],
[
3,
4
],
[
5,
6
]
],
"vector": [
3,
2
]
}
},
"node": {
"isResult": true,
"agent": "dotProductAgent",
"params": {},
"inputs": {
"matrix": ":sampleInput.matrix",
"vector": ":sampleInput.vector"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"matrix": [
[
1,
2
],
[
2,
3
]
],
"vector": [
1,
2
]
}
},
"node": {
"isResult": true,
"agent": "dotProductAgent",
"params": {},
"inputs": {
"matrix": ":sampleInput.matrix",
"vector": ":sampleInput.vector"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"array": [
"banana",
"orange",
"lemon",
"apple"
],
"values": [
2,
5,
6,
4
]
}
},
"node": {
"isResult": true,
"agent": "sortByValuesAgent",
"params": {},
"inputs": {
"array": ":sampleInput.array",
"values": ":sampleInput.values"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"array": [
"banana",
"orange",
"lemon",
"apple"
],
"values": [
2,
5,
6,
4
]
}
},
"node": {
"isResult": true,
"agent": "sortByValuesAgent",
"params": {
"assendant": true
},
"inputs": {
"array": ":sampleInput.array",
"values": ":sampleInput.values"
}
}
}
}
{
"version": 0.5,
"nodes": {
"node": {
"isResult": true,
"agent": "echoAgent",
"params": {
"message": "this is test"
},
"inputs": []
}
}
}
{
"version": 0.5,
"nodes": {
"node": {
"isResult": true,
"agent": "echoAgent",
"params": {
"message": "If you add filterParams option, it will respond to filterParams",
"filterParams": true
},
"inputs": []
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": {
"a": "123"
}
},
"node": {
"isResult": true,
"agent": "bypassAgent",
"params": {},
"inputs": [
":sampleInput0"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": [
{
"a": "123"
},
{
"b": "abc"
}
]
},
"sampleInput1": {
"value": [
{
"c": "987"
},
{
"d": "xyz"
}
]
},
"node": {
"isResult": true,
"agent": "bypassAgent",
"params": {},
"inputs": [
":sampleInput0",
":sampleInput1"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": [
{
"a": "123"
},
{
"b": "abc"
}
]
},
"sampleInput1": {
"value": [
{
"c": "987"
},
{
"d": "xyz"
}
]
},
"node": {
"isResult": true,
"agent": "bypassAgent",
"params": {
"firstElement": true
},
"inputs": [
":sampleInput0",
":sampleInput1"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": [
{
"a": "123"
},
{
"b": "abc"
}
]
},
"sampleInput1": {
"value": [
{
"c": "987"
},
{
"d": "xyz"
}
]
},
"node": {
"isResult": true,
"agent": "bypassAgent",
"params": {
"flat": 1
},
"inputs": [
":sampleInput0",
":sampleInput1"
]
}
}
}
{
"version": 0.5,
"nodes": {
"node": {
"isResult": true,
"agent": "countingAgent",
"params": {
"count": 4
},
"inputs": []
}
}
}
{
"version": 0.5,
"nodes": {
"node": {
"isResult": true,
"agent": "copyMessageAgent",
"params": {
"count": 4,
"message": "hello"
},
"inputs": []
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": {
"message": "hello"
}
},
"node": {
"isResult": true,
"agent": "copy2ArrayAgent",
"params": {
"count": 10
},
"inputs": [
":sampleInput0"
]
}
}
}
{
"version": 0.5,
"nodes": {
"node": {
"isResult": true,
"agent": "streamMockAgent",
"params": {
"message": "this is params test"
},
"inputs": []
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"message": "this is named inputs test"
}
},
"node": {
"isResult": true,
"agent": "streamMockAgent",
"params": {},
"inputs": {
"message": ":sampleInput.message"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": {
"a": 1
}
},
"sampleInput1": {
"value": {
"a": 2
}
},
"sampleInput2": {
"value": {
"a": 3
}
},
"node": {
"isResult": true,
"agent": "totalAgent",
"params": {},
"inputs": [
":sampleInput0",
":sampleInput1",
":sampleInput2"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": [
{
"a": 1,
"b": -1
},
{
"c": 10
}
]
},
"sampleInput1": {
"value": [
{
"a": 2,
"b": -1
}
]
},
"sampleInput2": {
"value": [
{
"a": 3,
"b": -2
},
{
"d": -10
}
]
},
"node": {
"isResult": true,
"agent": "totalAgent",
"params": {},
"inputs": [
":sampleInput0",
":sampleInput1",
":sampleInput2"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": {
"a": 1
}
},
"node": {
"isResult": true,
"agent": "totalAgent",
"params": {},
"inputs": [
":sampleInput0"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": {
"a": 1
}
},
"sampleInput1": {
"value": {
"a": 2
}
},
"node": {
"isResult": true,
"agent": "totalAgent",
"params": {},
"inputs": [
":sampleInput0",
":sampleInput1"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": {
"a": 1
}
},
"sampleInput1": {
"value": {
"a": 2
}
},
"sampleInput2": {
"value": {
"a": 3
}
},
"node": {
"isResult": true,
"agent": "totalAgent",
"params": {},
"inputs": [
":sampleInput0",
":sampleInput1",
":sampleInput2"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": {
"a": 1,
"b": 1
}
},
"sampleInput1": {
"value": {
"a": 2,
"b": 2
}
},
"sampleInput2": {
"value": {
"a": 3,
"b": 0
}
},
"node": {
"isResult": true,
"agent": "totalAgent",
"params": {},
"inputs": [
":sampleInput0",
":sampleInput1",
":sampleInput2"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": {
"a": 1
}
},
"sampleInput1": {
"value": {
"a": 2,
"b": 2
}
},
"sampleInput2": {
"value": {
"a": 3,
"b": 0
}
},
"node": {
"isResult": true,
"agent": "totalAgent",
"params": {},
"inputs": [
":sampleInput0",
":sampleInput1",
":sampleInput2"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": 1
},
"node": {
"isResult": true,
"agent": "dataSumTemplateAgent",
"params": {},
"inputs": [
":sampleInput0"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": 1
},
"sampleInput1": {
"value": 2
},
"node": {
"isResult": true,
"agent": "dataSumTemplateAgent",
"params": {},
"inputs": [
":sampleInput0",
":sampleInput1"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": 1
},
"sampleInput1": {
"value": 2
},
"sampleInput2": {
"value": 3
},
"node": {
"isResult": true,
"agent": "dataSumTemplateAgent",
"params": {},
"inputs": [
":sampleInput0",
":sampleInput1",
":sampleInput2"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": {
"color": "red",
"model": "Model 3",
"type": "EV",
"maker": "Tesla",
"range": 300
}
},
"node": {
"isResult": true,
"agent": "propertyFilterAgent",
"params": {
"include": [
"color",
"model"
]
},
"inputs": [
":sampleInput0"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": [
{
"color": "red",
"model": "Model 3",
"type": "EV",
"maker": "Tesla",
"range": 300
},
{
"color": "blue",
"model": "Model Y",
"type": "EV",
"maker": "Tesla",
"range": 400
}
]
},
"sampleInput1": {
"value": "Tesla Motors"
},
"node": {
"isResult": true,
"agent": "propertyFilterAgent",
"params": {
"include": [
"color",
"model"
]
},
"inputs": [
":sampleInput0",
":sampleInput1"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": [
{
"color": "red",
"model": "Model 3",
"type": "EV",
"maker": "Tesla",
"range": 300
},
{
"color": "blue",
"model": "Model Y",
"type": "EV",
"maker": "Tesla",
"range": 400
}
]
},
"sampleInput1": {
"value": "Tesla Motors"
},
"node": {
"isResult": true,
"agent": "propertyFilterAgent",
"params": {
"exclude": [
"color",
"model"
]
},
"inputs": [
":sampleInput0",
":sampleInput1"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": [
{
"color": "red",
"model": "Model 3",
"type": "EV",
"maker": "Tesla",
"range": 300
},
{
"color": "blue",
"model": "Model Y",
"type": "EV",
"maker": "Tesla",
"range": 400
}
]
},
"sampleInput1": {
"value": "Tesla Motors"
},
"node": {
"isResult": true,
"agent": "propertyFilterAgent",
"params": {
"alter": {
"color": {
"red": "blue",
"blue": "red"
}
}
},
"inputs": [
":sampleInput0",
":sampleInput1"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": [
{
"color": "red",
"model": "Model 3",
"type": "EV",
"maker": "Tesla",
"range": 300
},
{
"color": "blue",
"model": "Model Y",
"type": "EV",
"maker": "Tesla",
"range": 400
}
]
},
"sampleInput1": {
"value": "Tesla Motors"
},
"node": {
"isResult": true,
"agent": "propertyFilterAgent",
"params": {
"inject": [
{
"propId": "maker",
"from": 1
}
]
},
"inputs": [
":sampleInput0",
":sampleInput1"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": [
{
"color": "red",
"model": "Model 3",
"type": "EV",
"maker": "Tesla",
"range": 300
},
{
"color": "blue",
"model": "Model Y",
"type": "EV",
"maker": "Tesla",
"range": 400
}
]
},
"sampleInput1": {
"value": "Tesla Motors"
},
"node": {
"isResult": true,
"agent": "propertyFilterAgent",
"params": {
"inject": [
{
"propId": "maker",
"from": 1,
"index": 0
}
]
},
"inputs": [
":sampleInput0",
":sampleInput1"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": [
{
"color": "red",
"model": "Model 3",
"type": "EV",
"maker": "Tesla",
"range": 300
},
{
"color": "blue",
"model": "Model Y",
"type": "EV",
"maker": "Tesla",
"range": 400
}
]
},
"sampleInput1": {
"value": "Tesla Motors"
},
"node": {
"isResult": true,
"agent": "propertyFilterAgent",
"params": {
"swap": {
"maker": "model"
}
},
"inputs": [
":sampleInput0",
":sampleInput1"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": [
{
"color": "red",
"model": "Model 3",
"type": "EV",
"maker": "Tesla",
"range": 300
},
{
"color": "blue",
"model": "Model Y",
"type": "EV",
"maker": "Tesla",
"range": 400
}
]
},
"sampleInput1": {
"value": "Tesla Motors"
},
"node": {
"isResult": true,
"agent": "propertyFilterAgent",
"params": {
"inspect": [
{
"propId": "isTesla",
"equal": "Tesla Motors"
},
{
"propId": "isGM",
"notEqual": "Tesla Motors",
"from": 1
}
]
},
"inputs": [
":sampleInput0",
":sampleInput1"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": {
"color": "red",
"model": "Model 3"
}
},
"node": {
"isResult": true,
"agent": "copyAgent",
"params": {},
"inputs": [
":sampleInput0"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput0": {
"value": "Hello World"
},
"sampleInput1": {
"value": "Discarded"
},
"node": {
"isResult": true,
"agent": "copyAgent",
"params": {},
"inputs": [
":sampleInput0",
":sampleInput1"
]
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"url": "https://www.google.com",
"queryParams": {
"foo": "bar"
},
"headers": {
"x-myHeader": "secret"
}
}
},
"node": {
"isResult": true,
"agent": "vanillaFetchAgent",
"params": {
"debug": true
},
"inputs": {
"url": ":sampleInput.url",
"queryParams": ":sampleInput.queryParams",
"headers": ":sampleInput.headers"
}
}
}
}
{
"version": 0.5,
"nodes": {
"sampleInput": {
"value": {
"url": "https://www.google.com",
"body": {
"foo": "bar"
}
}
},
"node": {
"isResult": true,
"agent": "vanillaFetchAgent",
"params": {
"debug": true
},
"inputs": {
"url": ":sampleInput.url",
"body": ":sampleInput.body"
}
}
}
}
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