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Geoff Seemueller
2024-11-14 22:58:54 -05:00
parent 56e90651c2
commit 3a57602f2f
9 changed files with 664 additions and 708 deletions
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README.md
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@@ -74,10 +74,10 @@ import {
WorkflowFunctionManifold,
ManifoldRegion,
WorkflowOperator,
DummyIntentService,
DummyIntentMap,
} from 'workflow-function-manifold';
const llm = new DummyIntentService();
const llm = new DummyIntentMap();
const manifold = new WorkflowFunctionManifold(llm);
const analysisOperator = new WorkflowOperator('analysis', async state => ({
@@ -93,7 +93,7 @@ await manifold.navigate('analyze the data');
await manifold.executeWorkflow('analyze the data');
```
> **Note:** `DummyIntentService` uses basic keyword matching. Include keywords like `'analyze'`, `'process'`, or `'transform'` for default operators to work.
> **Note:** `DummyIntentMap` uses basic keyword matching. Include keywords like `'analyze'`, `'process'`, or `'transform'` for default operators to work.
## Core Components
@@ -126,12 +126,12 @@ Defines an operation that can be executed within a region.
const operator = new WorkflowOperator('operatorName', async state => newState);
```
### `DummyIntentService`
### `DummyIntentMap`
A basic intent-matching service.
```javascript
const intentService = new DummyIntentService();
const intentService = new DummyIntentMap();
const intent = await intentService.query('analyze the data');
```
@@ -141,36 +141,36 @@ Here's a complete workflow demonstration:
```javascript
async function createWorkflow() {
const intentService = new DummyIntentService();
const manifold = new WorkflowFunctionManifold(intentService);
const intentService = new DummyIntentMap();
const manifold = new WorkflowFunctionManifold(intentService);
const analysisOp = new WorkflowOperator('analysis', async state => ({
...state,
analyzed: true,
}));
const analysisOp = new WorkflowOperator('analysis', async state => ({
...state,
analyzed: true,
}));
const processingOp = new WorkflowOperator('processing', async state => ({
...state,
processed: true,
}));
const processingOp = new WorkflowOperator('processing', async state => ({
...state,
processed: true,
}));
const transformOp = new WorkflowOperator('transformation', async state => ({
...state,
transformed: true,
}));
const transformOp = new WorkflowOperator('transformation', async state => ({
...state,
transformed: true,
}));
const analysisRegion = new ManifoldRegion('analysis', [analysisOp]);
const processingRegion = new ManifoldRegion('processing', [processingOp]);
const transformRegion = new ManifoldRegion('transformation', [transformOp]);
const analysisRegion = new ManifoldRegion('analysis', [analysisOp]);
const processingRegion = new ManifoldRegion('processing', [processingOp]);
const transformRegion = new ManifoldRegion('transformation', [transformOp]);
analysisRegion.connectTo(processingRegion);
processingRegion.connectTo(transformRegion);
analysisRegion.connectTo(processingRegion);
processingRegion.connectTo(transformRegion);
manifold.addRegion(analysisRegion);
manifold.addRegion(processingRegion);
manifold.addRegion(transformRegion);
manifold.addRegion(analysisRegion);
manifold.addRegion(processingRegion);
manifold.addRegion(transformRegion);
return manifold;
return manifold;
}
const manifold = await createWorkflow();
@@ -178,8 +178,8 @@ const manifold = await createWorkflow();
const prompts = ['analyze the data', 'process the results', 'transform the output'];
for (const prompt of prompts) {
await manifold.navigate(prompt);
await manifold.executeWorkflow(prompt);
await manifold.navigate(prompt);
await manifold.executeWorkflow(prompt);
}
```