memory_similar
Find similar projects by comparing analysis IDs to identify related documentation deployments and repository patterns.
Instructions
Find similar projects from memory
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| analysisId | Yes | Analysis ID to find similar projects for | |
| limit | No | Maximum number of similar projects |
Implementation Reference
- src/memory/integration.ts:347-385 (handler)Main handler function that implements finding similar projects by searching memory for matching language and framework tags, deduplicating, and computing similarity scores.
export async function getSimilarProjects( analysisData: any, limit: number = 5, ): Promise<any[]> { const manager = await initializeMemory(); // Search for projects with similar characteristics const similarProjects: any[] = []; // Search by language if (analysisData.language?.primary) { const languageMatches = await manager.search( { tags: [analysisData.language.primary] }, { sortBy: "timestamp" }, ); similarProjects.push(...languageMatches); } // Search by framework if (analysisData.framework?.name) { const frameworkMatches = await manager.search( { tags: [analysisData.framework.name] }, { sortBy: "timestamp" }, ); similarProjects.push(...frameworkMatches); } // Deduplicate and return top matches const unique = Array.from( new Map(similarProjects.map((p) => [p.metadata.projectId, p])).values(), ); return unique.slice(0, limit).map((project) => ({ projectId: project.metadata.projectId, similarity: calculateSimilarity(analysisData, project.data), recommendation: project.metadata.ssg, timestamp: project.timestamp, })); } - src/memory/index.ts:366-384 (schema)Defines the input schema and registers the memory_similar tool within the memoryTools array.
{ name: "memory_similar", description: "Find similar projects from memory", inputSchema: { type: "object", properties: { analysisId: { type: "string", description: "Analysis ID to find similar projects for", }, limit: { type: "number", description: "Maximum number of similar projects", default: 5, }, }, required: ["analysisId"], }, }, - src/memory/integration.ts:387-404 (helper)Helper function to compute a similarity score between two project analysis objects based on language, framework, size, and documentation type.
function calculateSimilarity(data1: any, data2: any): number { let score = 0; // Language match if (data1.language?.primary === data2.language?.primary) score += 0.3; // Framework match if (data1.framework?.name === data2.framework?.name) score += 0.3; // Size similarity if (Math.abs((data1.stats?.files || 0) - (data2.stats?.files || 0)) < 100) score += 0.2; // Documentation type match if (data1.documentation?.type === data2.documentation?.type) score += 0.2; return Math.min(score, 1.0); } - src/memory/index.ts:78-78 (registration)Exports the getSimilarProjects handler function for use in tool implementations.
getSimilarProjects,