程序 (Programs)¶
Deployed AI agent programs — categorized by the Tencent service layer they run on.
Active programs¶
Advisor Bots — WeCom surfaced¶
Internal knowledge and operational bots surfaced directly in WeCom group chats.
| Bot | Domain | Source |
|---|---|---|
| HR 制度咨询 | 人事政策 | Lexiang HR 文档 RAG |
| 技术答疑 | DIRAC / API | Lexiang 开发文档 + GitHub |
| 合规审查 | 合同 / 审批 | Lexiang 合规知识库 |
- Architecture: WeCom chat → message hook → Lexiang / COS RAG → LLM → WeCom reply
- Deployment: WorkBuddy agent + WeCom bot + Lexiang MCP
- Status: 规划中
RAG Pipeline — COS + Lexiang¶
Knowledge retrieval pipeline: any OVES document → searchable bot knowledge.
- Ingest: COS trigger or Lexiang webhook → embedding → vector store
- Retrieve: semantic search → chunked context → LLM prompt
- Deploy: served via WorkBuddy skill → surfaced in WeCom
WorkBuddy → WeCom — Orchestration¶
Agents authored in WorkBuddy/CodeBuddy, triggered externally, surfaced in WeCom.
| Pattern | Example |
|---|---|
| Scheduled report | Daily standup summary → WeCom group |
| Event-driven | CI failure → debug agent → WeCom alert |
| On-demand | /report sales Q2 in WeCom → agent executes → reply |
DIRAC CRM + ARM¶
Existing OVES cross-functional agent programs (re-platforming to Tencent):
| Component | Description |
|---|---|
| DIRAC Core | Hub-spoke agent architecture (FED, UXI, ARM, ABS, Odoo, BIA) |
| LLM Integration | OpenAI, Claude, DeepSeek — multi-model agent routing |
Marketing Media Production¶
Agent-assisted content creation for OVES marketing:
| Component | Description |
|---|---|
| Image generation | AI image generation for product marketing |
| Social media | Automated content scheduling and posting |
| Website content | AI-assisted page creation and updates |
- Uses Cloudinary CDN for media delivery (migrating to COS)
Developer path¶
- Learn the stack: Getting Started
- Build a bot: WeCom Data Source → WeCom Suite
- Add knowledge: COS + RAG → Tencent Cloud
- Deploy: WorkBuddy skill → WeCom bot → done