vercel-labs/knowledge-agent-template
Some data may be outdated — see provenance labels.
Open source file-system and knowledge based agent template. Build AI agents that stay up to date with your knowledge base observed · 2026-10-02
Health v2 · maintenance only
59/100
- Activity 95
- Release rhythm 35
- Longevity 19
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 273
- days_rel: n/a
- days_push: 35
- n_releases_24m: 0
Adoption not part of the score
1065 stars · 137 forks observed · 2026-10-02
What it is AI-extracted, prompt v1, taxonomy v1, 2026-09-07, confidence 0.9
An open-source TypeScript (Nuxt/Vue) template for building file-system and knowledge-base based AI agents that search sources with grep, find, and cat instead of embeddings or vector databases. It ships with a chat UI, admin panel, complexity-based model routing, and pluggable adapters for deploying the same agent as a web chat, GitHub bot, or Discord bot.
Use cases
- build an AI chatbot that answers questions from my documentation
- deploy an agent that searches my knowledge base without embeddings
- create a GitHub bot that answers issues using repo content
- run a Discord bot backed by my own sources like YouTube transcripts
- self-host a chat app over internal docs with an admin panel
- plug custom APIs into an AI agent as searchable knowledge sources
- reduce LLM costs by routing simple questions to cheaper models
When to choose
- you want a ready-to-fork, deployable AI agent over a knowledge base
- you prefer deterministic file-based search over maintaining a vector database and embedding pipeline
- you need one agent deployed across multiple platforms (web, GitHub, Discord)
- you want built-in admin tooling, usage stats, and cost-optimized model routing
When to avoid
- you need semantic fuzzy matching that only embeddings provide
- your knowledge base is unstructured data poorly served by text search
- you need a non-JavaScript/TypeScript stack or a framework other than Nuxt/Vue
- you want a fully managed SaaS rather than a self-hosted template
Facets
framework · maturity active
agent-framework rag chatbot search-engine web-framework chat-interface http-server artificial-intelligence chatbots developer-tools web-development self-hosted self-hosted cloud ai-agent-template knowledge-base no-vector-db file-system-search nuxt discord-bot github-bot chat-sdk vercel ai-agents nodejs typescript web-server docker
1 source
- readme: https://github.com/vercel-labs/knowledge-agent-template · fetched 2026-10-02 · 29d2faff7975
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| vercel-labs/knowledge-agent-template | main | 59 |
For agents
markdown · JSON · MCP: product_card(name="vercel-labs/knowledge-agent-template")
Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem