add bin

lib.js

@@ -0,0 +1,108 @@
+// Simulated LLM Service
+export class DummyLlmService {
+    async query(prompt) {
+        // Simulate LLM response with basic intent matching
+        const intents = {
+            'analyze': { confidence: 0.9, action: 'analysis' },
+            'process': { confidence: 0.8, action: 'processing' },
+            'transform': { confidence: 0.7, action: 'transformation' }
+        };
+
+        const matchedIntent = Object.entries(intents)
+            .find(([key]) => prompt.toLowerCase().includes(key));
+
+        return matchedIntent ? matchedIntent[1] : { confidence: 0.1, action: 'unknown' };
+    }
+}
+
+// Interface for workflow operators
+export class WorkflowOperator {
+    constructor(name, operation) {
+        this.name = name;
+        this.operation = operation;
+    }
+
+    async execute(state) {
+        return await this.operation(state);
+    }
+}
+
+// Interface for manifold regions
+export class ManifoldRegion {
+    constructor(name, operators = []) {
+        this.name = name;
+        this.operators = operators;
+        this.adjacentRegions = new Set();
+    }
+
+    addOperator(operator) {
+        this.operators.push(operator);
+    }
+
+    connectTo(region) {
+        this.adjacentRegions.add(region);
+        region.adjacentRegions.add(this);
+    }
+
+    async getValidOperators(state) {
+        return this.operators;
+    }
+}
+
+// Main manifold implementation
+export class WorkflowFunctionManifold {
+    constructor(llmService) {
+        this.llmService = llmService;
+        this.regions = new Map();
+        this.currentRegion = null;
+        this.state = {};
+    }
+
+    addRegion(region) {
+        this.regions.set(region.name, region);
+        if (!this.currentRegion) {
+            this.currentRegion = region;
+        }
+    }
+
+    async navigate(prompt) {
+        try {
+            const intent = await this.llmService.query(prompt);
+
+            // Find the best matching adjacent region
+            const nextRegion = Array.from(this.currentRegion.adjacentRegions)
+                .find(region => region.name.toLowerCase().includes(intent.action));
+
+            if (nextRegion && intent.confidence > 0.5) {
+                this.currentRegion = nextRegion;
+                return true;
+            } else {
+                console.warn(`No valid region found for prompt: "${prompt}"`);
+                return false;
+            }
+        } catch (error) {
+            console.error(`Error during navigation for prompt "${prompt}":`, error);
+            return false;
+        }
+    }
+
+    async executeWorkflow(prompt) {
+        try {
+            const operators = await this.currentRegion.getValidOperators(this.state);
+            const intent = await this.llmService.query(prompt);
+
+            const matchedOperator = operators.find(op => op.name.toLowerCase().includes(intent.action));
+
+            if (matchedOperator) {
+                this.state = await matchedOperator.execute(this.state);
+                return true;
+            } else {
+                console.warn(`No matching operator found for intent: ${intent.action}`);
+                return false;
+            }
+        } catch (error) {
+            console.error(`Error during workflow execution for prompt "${prompt}":`, error);
+            return false;
+        }
+    }
+}