knowledge-agent-template

Nuxt knowledge agent that greps a synced snapshot repo instead of embedding

Stars: 1.1k
License: MIT
Last commit: Sep 2026
Language: TypeScript

Overview

A Nuxt monorepo where the agent answers by running grep, find and cat inside a pooled Vercel Sandbox holding a snapshot repo synced from GitHub repos, YouTube transcripts or custom sources by Vercel Workflow; there is no vector store. The same agent serves web chat, a GitHub bot and a Discord bot through Chat SDK adapters, with Better Auth (GitHub OAuth), an admin panel and a model router by question complexity. For teams whose docs already live in repos.

Who it is for: Teams whose documentation already lives in Git repos

Strengths

No embeddings or vector DB; retrieval is deterministic and explainable
Admin panel with usage, errors, source sync and an admin agent over internal stats
Chat, GitHub and Discord share one agent; a new platform is one adapter file
Tests included; AGENTS.md and local skills for add-source and add-tool

Weaknesses

Built on Vercel Sandbox, Workflow and AI Gateway; self-hosting means replacing all three
Sandbox is shared and read-only; no per-user private sources
Auth is GitHub OAuth only
bun is the documented toolchain

What it needs

TypeScript, ai-gateway, ai-sdk
Needs vercel-sandbox, vercel-workflow, ai-gateway-api-key, github-app

Also in Agent backends

See all 18

Also in Agent backends
Rank	Project	Score
1	eve-software-factory-templateeve pipeline that turns GitHub or Linear issues into reviewed draft PRs1.2k stars, MIT	65 out of 100
2	marketing-team-eve-templateeve lead agent delegating to five marketing specialists with approval gates449 stars, MIT	59 out of 100
3	personal-agent-templateeve and Nuxt personal agent with Slack, GitHub, Linear and per-user memory477 stars, MIT	57 out of 100
#4	adk-recipesRunnable Agent Development Kit recipes, from single patterns to deployable agents10.4k stars, Apache-2.0	53 out of 100
#5	ai-townGenerative-agents town simulation on Convex with Ollama by default Live demo ↗ (opens in a new tab)10.6k stars, MIT	52 out of 100

How to choose

Choose the framework you want to live with; templates are thin and the framework is the real dependency.
Check where state lives (Durable Objects, Postgres, a managed platform) and whether that fits your hosting.
Favor templates that ship tests or an eval hook so agent changes can be checked.

For maintainers

Show this rank in your README. It updates twice a day.

[![Archestack](https://archestack.github.io/badge/vercel-labs/knowledge-agent-template.svg)](https://archestack.github.io/best-of-vibe-coding/projects/knowledge-agent-template/)

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