Xi Zhang
05915cc9c5
- Introduced MemoryPanel component for viewing and editing EvoScientist's memory files. - Implemented API routes for memory file operations: listing, reading, writing, and deleting files. - Enhanced button styles for better UI consistency. - Integrated memory management into the main application page.
EvoScientist WebUI
Web UI for EvoScientist — a self-evolving AI scientist built on DeepAgents/LangGraph.
The browser connects directly to a running EvoScientist deployment and gives you a chat interface with streaming responses, tool calls, sub-agent activity, files, and tasks.
Prerequisites
-
Node.js 20+
-
A running EvoScientist backend (the LangGraph deployment). From your EvoScientist install, start it with:
EvoSci deploy # serves the LangGraph API at http://127.0.0.1:6174Keep this running in its own terminal.
Quick start (development)
npm install
npm run dev
Open http://localhost:4716. In the configuration dialog, enter your Deployment URL
(default http://127.0.0.1:6174) and click Save. That's it — start chatting.
You need two things running: the EvoScientist backend (
EvoSci deploy, port 6174) and this UI (npm run dev, port 4716).
Production build
npm run build # outputs the optimized app
npm start # serves it on http://localhost:4716
Configuration
- Deployment URL — the EvoScientist LangGraph endpoint (default
http://127.0.0.1:6174, theEvoSci deploydefault port). Saved in your browser's local storage. - The UI always talks to the EvoScientist main agent; its sub-agents
(
writing-agent,data-analysis-agent) are internal and not user-selectable. - (Optional, advanced) Set
NEXT_PUBLIC_LANGSMITH_API_KEYif you connect to a deployment that requires LangSmith authentication.
Scripts
| Command | Description |
|---|---|
npm run dev |
Start the dev server on port 4716 |
npm run build |
Production build |
npm start |
Serve the production build on port 4716 |
npm run lint |
Lint with ESLint |
npm run format |
Format with Prettier |
npm run format:check |
Check formatting (used in CI) |
Tech stack
Next.js 16 · React 19 · TypeScript · Tailwind CSS · @langchain/langgraph-sdk.
License
Apache-2.0 — see LICENSE.