feat(mcpedia): Phase 2 — semantic + hybrid search, tRPC/Hono API

- @mcpedia/embeddings: OpenRouter provider (9router /v1, encoding_format float),
  chunkText + embedChunks; EMBED_DIM=2048
- document_chunks table (real[] embedding) — pgvector NOT available on shared
  imrnes Postgres, so cosine is computed in-app (KB-scale fine); pgvector deferred
- indexer: chunk + embed + upsert per document
- @mcpedia/search: semanticSearch (cosine) + hybridSearch (FTS+cosine RRF)
- apps/api: Hono + tRPC v11 (6 procedures), serve on :4020
- MCP: semantic_search + hybrid_search tools (6 total)
- web: keyword/hybrid toggle; .env.example + README + PHASES updated
This commit is contained in:
asepharyana
2026-08-19 19:00:29 +07:00
parent ec3a2867d4
commit 9397303f01
32 changed files with 1120 additions and 42 deletions
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import { z } from "zod";
import { publicProcedure, router } from "./trpc";
import {
getDocument,
getRelated,
hybridSearch,
keywordSearch,
listDocuments,
semanticSearch,
} from "@mcpedia/core";
export const appRouter = router({
search: publicProcedure
.input(z.object({ q: z.string(), limit: z.number().int().min(1).max(50).default(20) }))
.query(({ input }) => keywordSearch(input.q, input.limit)),
semanticSearch: publicProcedure
.input(z.object({ q: z.string(), limit: z.number().int().min(1).max(50).default(10) }))
.query(async ({ input }) => semanticSearch(input.q, input.limit)),
hybridSearch: publicProcedure
.input(z.object({ q: z.string(), limit: z.number().int().min(1).max(50).default(10) }))
.query(async ({ input }) => hybridSearch(input.q, input.limit)),
getDocument: publicProcedure
.input(z.object({ slug: z.string() }))
.query(async ({ input }) => getDocument(input.slug)),
listDocuments: publicProcedure
.input(z.object({ section: z.string().optional(), status: z.string().optional() }).optional())
.query(async ({ input }) => listDocuments(input ?? {})),
related: publicProcedure
.input(z.object({ slug: z.string(), limit: z.number().int().min(1).max(20).default(5) }))
.query(async ({ input }) => getRelated(input.slug, input.limit)),
});
export type AppRouter = typeof appRouter;