# WeClone

> Create a digital avatar by fine-tuning LLMs on chat history

WeClone is an end-to-end toolkit for creating a personal AI twin using exported chat logs. It filters sensitive personal information, prepares datasets, fine-tunes LLMs using LoRA, and serves an OpenAI-compatible API. The avatar can be deployed to messaging platforms like Telegram, Discord, and Slack via the provided command-line tool.

- Source: https://github.com/xming521/WeClone
- Homepage: https://weclone.love
- License: AGPL-3.0
- Built with: Python 79.9%, TypeScript 11.0%, CSS 4.0%, PowerShell 2.4%, Other 2.7%
- Stars: 18340
- Forks: 1543
- Contributors: 16
- Last commit: 2026-10-22
- Latest release: v0.3.03 (2026-01-04)
- Purpose: AI & LLM tooling, Communication, Agents & frameworks
- Type: Web, CLI
- For: Personal

## Can I use it?

GNU Affero General Public License 3.0. Network copyleft. Copyleft, and letting people use it over a network can count as sharing.

- Use it at work: Yes. Running it inside your company is fine.
- Run it as an online service: Yes, with conditions. If you change it and let others use it over a network, offer them your version’s source. Unchanged needs nothing extra.
- Sell what you build with it: Yes, with conditions. You may charge, but users get the full source and the same rights.
- Keep your own code private: Yes, with conditions. Only while you don’t share copies and don’t let others use a changed version over a network.
- Put it in a closed-source app: No. If you ship an app that includes it, the whole app must be under the AGPL-3.0. Separate programs next to it are fine.
- Credit the authors: Required. Keep the notices and mark the files you changed.

Good to know:

- It comes with no promise that it works. You use it at your own risk.
- Some authors also sell a license with other terms. Ask them if these rules don’t fit.
- This covers the project’s own code. Its dependencies, and folders like “ee”, may have other licenses.
- The license can change between versions. The one in the version you use is what counts.

_For information only, not legal advice. This is a short summary of the GNU Affero General Public License 3.0. The license text is what counts. [Read the full license](https://spdx.org/licenses/AGPL-3.0.html). For a business decision, ask a lawyer._

## Worth score: 70/100

How much DigGitHub recommends it, from activity, adoption, docs, license and security signals.

- Popularity: 21/25
- Momentum: 10/20
- Maintenance: 21/25
- Community: 10/15
- Readiness: 8/15

## Downloads

Latest release: [v0.3.03](https://github.com/xming521/WeClone/releases/tag/v0.3.03). Files from the project's GitHub release, not checked by DigGitHub.

Source code only: this release has no files to download.

## Alternatives

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- [OpenClaw](https://diggithub.com/openclaw/openclaw.md): Personal AI assistant that acts on your behalf across apps
- [Multica](https://diggithub.com/multica-ai/multica.md): Humans and AI agents working as one team
- [DeerFlow](https://diggithub.com/bytedance/deer-flow.md): Long-horizon super agent that researches, codes and creates
- [OpenHands](https://diggithub.com/OpenHands/OpenHands.md): AI software engineering agent platform

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Source page: https://diggithub.com/xming521/WeClone
Updated: 2026-11-01