@graphai/vanilla
v0.1.8
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Vanilla agents for GraphAI.
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@graphai/vanilla for GraphAI
Vanilla agents for GraphAI.
Install
yarn add @graphai/vanillaUsage
import { GraphAI } from "graphai";
import {
arrayFlatAgent,
arrayJoinAgent,
bypassAgent,
compareAgent,
copy2ArrayAgent,
copyAgent,
copyMessageAgent,
countingAgent,
dataSumTemplateAgent,
dotProductAgent,
echoAgent,
jsonParserAgent,
mapAgent,
mergeNodeIdAgent,
nestedAgent,
popAgent,
propertyFilterAgent,
pushAgent,
shiftAgent,
sleeperAgent,
sortByValuesAgent,
streamMockAgent,
stringEmbeddingsAgent,
stringSplitterAgent,
stringTemplateAgent,
totalAgent,
vanillaFetchAgent,
workerAgent
} from "@graphai/vanilla";
const agents = {
arrayFlatAgent,
arrayJoinAgent,
bypassAgent,
compareAgent,
copy2ArrayAgent,
copyAgent,
copyMessageAgent,
countingAgent,
dataSumTemplateAgent,
dotProductAgent,
echoAgent,
jsonParserAgent,
mapAgent,
mergeNodeIdAgent,
nestedAgent,
popAgent,
propertyFilterAgent,
pushAgent,
shiftAgent,
sleeperAgent,
sortByValuesAgent,
streamMockAgent,
stringEmbeddingsAgent,
stringSplitterAgent,
stringTemplateAgent,
totalAgent,
vanillaFetchAgent,
workerAgent
};
const graph = new GraphAI(graph_data, agents);
const result = await graph.run();Agents description
- arrayFlatAgent - Array Flat Agent
- arrayJoinAgent - Array Join Agent
- bypassAgent - bypass agent
- compareAgent - compare
- copy2ArrayAgent - Copy2Array agent
- copyAgent - Returns namedInputs
- copyMessageAgent - CopyMessage agent
- countingAgent - Counting agent
- dataSumTemplateAgent - Returns the sum of input values
- dotProductAgent - dotProduct Agent
- echoAgent - Echo agent
- jsonParserAgent - Template agent
- mapAgent - Map Agent
- mergeNodeIdAgent - merge node id agent
- nestedAgent - nested Agent
- popAgent - Pop Agent
- propertyFilterAgent - Filter properties based on property name either with 'include', 'exclude', 'alter', 'swap', 'inject', 'inspect'
- pushAgent - push Agent
- shiftAgent - shift Agent
- sleeperAgent - sleeper Agent
- sortByValuesAgent - sortByValues Agent
- streamMockAgent - Stream mock agent
- stringEmbeddingsAgent - Embeddings Agent
- stringSplitterAgent - This agent strip one long string into chunks using following parameters
- stringTemplateAgent - Template agent
- totalAgent - Returns the sum of input values
- vanillaFetchAgent - Retrieves JSON data from the specified URL
- workerAgent - Map Agent
Input/Output/Params Schema & samples
- arrayFlatAgent
- arrayJoinAgent
- bypassAgent
- compareAgent
- copy2ArrayAgent
- copyAgent
- copyMessageAgent
- countingAgent
- dataSumTemplateAgent
- dotProductAgent
- echoAgent
- jsonParserAgent
- mapAgent
- mergeNodeIdAgent
- nestedAgent
- popAgent
- propertyFilterAgent
- pushAgent
- shiftAgent
- sleeperAgent
- sortByValuesAgent
- streamMockAgent
- stringEmbeddingsAgent
- stringSplitterAgent
- stringTemplateAgent
- totalAgent
- vanillaFetchAgent
- workerAgent
GraphData Example
dynamicGraphData
{
"version": 0.5,
"nodes": {
"source": {
"value": {
"version": 0.5,
"loop": {
"count": 5
},
"nodes": {
"array": {
"value": [],
"update": ":reducer.array"
},
"item": {
"agent": "sleepAndMergeAgent",
"params": {
"duration": 10,
"value": "hello"
}
},
"reducer": {
"isResult": true,
"agent": "pushAgent",
"inputs": {
"array": ":array",
"item": ":item"
}
}
}
}
},
"nested": {
"agent": "nestedAgent",
"graph": ":source",
"isResult": true
}
}
}dynamicGraphData2
{
"version": 0.5,
"nodes": {
"source": {
"value": "{\"version\":0.5,\"loop\":{\"count\":5},\"nodes\":{\"array\":{\"value\":[],\"update\":\":reducer.array\"},\"item\":{\"agent\":\"sleepAndMergeAgent\",\"params\":{\"duration\":10,\"value\":\"hello\"}},\"reducer\":{\"isResult\":true,\"agent\":\"pushAgent\",\"inputs\":{\"array\":\":array\",\"item\":\":item\"}}}}"
},
"parser": {
"agent": "jsonParserAgent",
"inputs": {
"text": ":source"
}
},
"nested": {
"agent": "nestedAgent",
"graph": ":parser",
"isResult": true
}
}
}dynamicGraphData3
{
"version": 0.5,
"nodes": {
"source": {
"value": "```json\n{\"version\":0.5,\"loop\":{\"count\":5},\"nodes\":{\"array\":{\"value\":[],\"update\":\":reducer.array\"},\"item\":{\"agent\":\"sleepAndMergeAgent\",\"params\":{\"duration\":10,\"value\":\"hello\"}},\"reducer\":{\"isResult\":true,\"agent\":\"pushAgent\",\"inputs\":{\"array\":\":array\",\"item\":\":item\"}}}}\n```\n"
},
"parser": {
"agent": "jsonParserAgent",
"inputs": {
"text": ":source"
}
},
"nested": {
"agent": "nestedAgent",
"graph": ":parser",
"isResult": true
}
}
}nestedGraphData
{
"version": 0.5,
"nodes": {
"source": {
"value": "Hello World"
},
"nestedNode": {
"agent": "nestedAgent",
"inputs": {
"inner0": ":source"
},
"isResult": true,
"graph": {
"nodes": {
"resultInner": {
"agent": "copyAgent",
"inputs": {
"text": ":inner0"
},
"isResult": true
}
}
}
}
}
}nestedGraphData2
{
"version": 0.5,
"nodes": {
"source": {
"value": "Hello World"
},
"nestedNode": {
"agent": "nestedAgent",
"inputs": {
"source": ":source"
},
"isResult": true,
"graph": {
"nodes": {
"result": {
"agent": "copyAgent",
"inputs": {
"text": ":source"
},
"isResult": true
}
}
}
}
}
}graphDataMap1
{
"version": 0.5,
"nodes": {
"source": {
"value": {
"fruits": [
"apple",
"orange",
"banana",
"lemon",
"melon",
"pineapple",
"tomato"
]
}
},
"nestedNode": {
"agent": "mapAgent",
"inputs": {
"rows": ":source.fruits"
},
"graph": {
"version": 0.5,
"nodes": {
"node2": {
"agent": "stringTemplateAgent",
"params": {
"template": "I love ${m}."
},
"inputs": {
"m": ":row"
},
"isResult": true
}
}
},
"params": {
"compositeResult": true
}
},
"result": {
"agent": "sleepAndMergeAgent",
"inputs": {
"array": [
":nestedNode.node2"
]
},
"isResult": true
}
}
}graphDataMap3
{
"version": 0.5,
"nodes": {
"source1": {
"value": [
"hello",
"hello2"
]
},
"nestedNode": {
"agent": "mapAgent",
"inputs": {
"rows": ":source1"
},
"graph": {
"version": 0.5,
"nodes": {
"node1": {
"agent": "bypassAgent",
"params": {
"namedKey": "row"
},
"inputs": {
"row": ":row"
},
"isResult": true
}
}
},
"params": {
"compositeResult": true
}
},
"result": {
"agent": "bypassAgent",
"params": {
"namedKey": "result"
},
"inputs": {
"result": [
":nestedNode.node1"
]
},
"isResult": true
}
}
}graphDataMap4
{
"version": 0.5,
"nodes": {
"source1": {
"value": [
"hello",
"hello2"
]
},
"nestedNode": {
"agent": "mapAgent",
"inputs": {
"rows": ":source1"
},
"graph": {
"version": 0.5,
"nodes": {
"node1": {
"agent": "bypassAgent",
"params": {
"namedKey": "row"
},
"inputs": {
"row": ":row"
},
"isResult": true
}
}
},
"params": {
"compositeResult": true
}
},
"result": {
"agent": "bypassAgent",
"params": {
"namedKey": "result"
},
"inputs": {
"result": ":nestedNode.node1"
}
}
}
}graphDataMap5
{
"version": 0.5,
"nodes": {
"source1": {
"value": [
"hello",
"hello2"
]
},
"nestedNode": {
"agent": "mapAgent",
"inputs": {
"rows": ":source1"
},
"graph": {
"version": 0.5,
"nodes": {
"node1": {
"agent": "bypassAgent",
"params": {
"namedKey": "row"
},
"inputs": {
"row": ":row"
},
"isResult": true
}
}
},
"params": {
"compositeResult": true
}
},
"result": {
"agent": "bypassAgent",
"params": {
"flat": 2,
"namedKey": "res"
},
"inputs": {
"res": ":nestedNode.node1"
}
}
}
}graphDataPush
{
"version": 0.5,
"loop": {
"count": 10
},
"nodes": {
"array": {
"value": [],
"update": ":reducer.array"
},
"item": {
"agent": "sleepAndMergeAgent",
"params": {
"duration": 10,
"value": "hello"
}
},
"reducer": {
"isResult": true,
"agent": "pushAgent",
"inputs": {
"array": ":array",
"item": ":item"
}
}
}
}graphDataPop
{
"version": 0.5,
"loop": {
"while": ":source"
},
"nodes": {
"source": {
"value": [
"orange",
"banana",
"lemon"
],
"update": ":popper.array"
},
"result": {
"value": [],
"update": ":reducer.array"
},
"popper": {
"inputs": {
"array": ":source"
},
"agent": "popAgent"
},
"reducer": {
"agent": "pushAgent",
"inputs": {
"array": ":result",
"item": ":popper.item"
}
}
}
}graphDataNested
{
"version": 0.5,
"nodes": {
"source": {
"value": "hello"
},
"parent": {
"agent": "nestedAgent",
"inputs": {
"source": ":source"
},
"isResult": true,
"graph": {
"loop": {
"count": 10
},
"nodes": {
"array": {
"value": [],
"update": ":reducer.array"
},
"item": {
"agent": "sleepAndMergeAgent",
"params": {
"duration": 10,
"value": ":source"
}
},
"reducer": {
"agent": "pushAgent",
"inputs": {
"array": ":array",
"item": ":item"
},
"isResult": true
}
}
}
}
}
}graphDataNestedPop
{
"version": 0.5,
"nodes": {
"fruits": {
"value": [
"orange",
"banana",
"lemon"
]
},
"parent": {
"agent": "nestedAgent",
"isResult": true,
"inputs": {
"fruits": ":fruits"
},
"graph": {
"loop": {
"while": ":fruits"
},
"nodes": {
"fruits": {
"value": [],
"update": ":popper.array"
},
"result": {
"value": [],
"update": ":reducer.array",
"isResult": true
},
"popper": {
"inputs": {
"array": ":fruits"
},
"agent": "popAgent"
},
"reducer": {
"agent": "pushAgent",
"inputs": {
"array": ":result",
"item": ":popper.item"
}
}
}
}
}
}
}graphDataNestedInjection
{
"version": 0.5,
"nodes": {
"source": {
"value": "hello"
},
"parent": {
"agent": "nestedAgent",
"inputs": {
"inner_source": ":source"
},
"isResult": true,
"graph": {
"loop": {
"count": 10
},
"nodes": {
"array": {
"value": [],
"update": ":reducer.array"
},
"item": {
"agent": "sleepAndMergeAgent",
"params": {
"duration": 10,
"value": ":inner_source"
}
},
"reducer": {
"agent": "pushAgent",
"inputs": {
"array": ":array",
"item": ":item"
},
"isResult": true
}
}
}
}
}
}forkGraph
{
"version": 0.5,
"nodes": {
"source": {
"value": {
"content": [
{
"level1": {
"level2": "hello1"
}
},
{
"level1": {
"level2": "hello2"
}
}
]
}
},
"mapNode": {
"agent": "mapAgent",
"inputs": {
"rows": ":source.content"
},
"graph": {
"version": 0.5,
"nodes": {
"workingMemory": {
"value": {}
},
"forked": {
"agent": "sleepAndMergeAgent",
"inputs": {
"array": [
":row.level1"
]
}
},
"forked2": {
"agent": "sleepAndMergeAgent",
"inputs": {
"array": [
":forked"
]
},
"isResult": true
}
}
},
"params": {
"compositeResult": true
}
},
"bypassAgent": {
"agent": "bypassAgent",
"params": {
"namedKey": "result"
},
"inputs": {
"result": [
":mapNode"
]
}
}
}
}graphDataBypass
{
"version": 0.5,
"nodes": {
"echo": {
"agent": "echoAgent",
"params": {
"message": "hello"
}
},
"bypassAgent": {
"agent": "bypassAgent",
"params": {
"namedKey": "text"
},
"inputs": {
"text": [
":echo"
]
}
},
"bypassAgent2": {
"agent": "bypassAgent",
"params": {
"namedKey": "text"
},
"inputs": {
"text": [
":bypassAgent.$0"
]
}
}
}
}graphDataBypass2
{
"version": 0.5,
"nodes": {
"echo": {
"agent": "echoAgent",
"params": {
"message": [
"hello",
"hello"
]
}
},
"mapNode": {
"agent": "mapAgent",
"inputs": {
"rows": ":echo.message"
},
"graph": {
"version": 0.5,
"nodes": {
"bypassAgent": {
"agent": "bypassAgent",
"params": {
"namedKey": "row"
},
"inputs": {
"row": ":row"
},
"isResult": true
}
}
},
"params": {
"compositeResult": true
}
},
"bypassAgent2": {
"agent": "bypassAgent",
"params": {
"namedKey": "array"
},
"inputs": {
"array": [
":mapNode.bypassAgent"
]
}
}
}
}graphDataBypass3
{
"version": 0.5,
"nodes": {
"echo": {
"agent": "echoAgent",
"params": {
"message": [
"hello",
"hello"
]
}
},
"mapNode": {
"agent": "mapAgent",
"inputs": {
"rows": ":echo.message"
},
"graph": {
"version": 0.5,
"nodes": {
"bypassAgent": {
"agent": "bypassAgent",
"params": {
"namedKey": "row"
},
"inputs": {
"row": [
":row"
]
}
},
"bypassAgent2": {
"agent": "bypassAgent",
"params": {
"namedKey": "text"
},
"inputs": {
"text": ":bypassAgent"
}
},
"bypassAgent3": {
"agent": "bypassAgent",
"params": {
"namedKey": "text"
},
"inputs": {
"text": ":bypassAgent2.$0"
},
"isResult": true
}
}
},
"params": {
"compositeResult": true
}
},
"bypassAgent4": {
"agent": "bypassAgent",
"params": {
"namedKey": "text"
},
"inputs": {
"text": ":mapNode.bypassAgent3"
}
}
}
}graphDataBypass4
{
"version": 0.5,
"nodes": {
"echo": {
"agent": "echoAgent",
"params": {
"message": [
"hello",
"hello"
]
}
},
"mapNode": {
"agent": "mapAgent",
"inputs": {
"rows": ":echo.message"
},
"graph": {
"version": 0.5,
"nodes": {
"bypassAgent": {
"agent": "bypassAgent",
"params": {
"namedKey": "row"
},
"inputs": {
"row": ":row"
}
},
"bypassAgent2": {
"agent": "bypassAgent",
"params": {
"namedKey": "array"
},
"inputs": {
"array": [
":bypassAgent",
":row"
]
},
"isResult": true
}
}
},
"params": {
"compositeResult": true
}
},
"bypassAgent3": {
"agent": "bypassAgent",
"params": {
"namedKey": "text"
},
"inputs": {
"text": ":mapNode.bypassAgent2"
}
}
}
}graphDataBypass5
{
"version": 0.5,
"nodes": {
"echo": {
"agent": "echoAgent",
"params": {
"message": "hello"
}
},
"bypassAgent": {
"agent": "bypassAgent",
"params": {
"namedKey": "array"
},
"inputs": {
"array": [
":echo",
":echo",
":echo"
]
}
},
"bypassAgent2": {
"agent": "bypassAgent",
"params": {
"namedKey": "array"
},
"inputs": {
"array": [
":bypassAgent",
":bypassAgent"
]
}
},
"bypassAgent3": {
"agent": "bypassAgent",
"params": {
"namedKey": "array"
},
"inputs": {
"array": [
":bypassAgent2",
":bypassAgent2"
]
}
}
}
}