Update Python version requirements and fix compatibility issues

- Bump minimum Python version from 3.11 to 3.13 across all apps
- Add Python 3.11-3.13 test matrix to CLI workflow
- Document Python 3.11+ requirement in .env.example
- Fix Starlette Broadcast removal with in-process fallback implementation
- Add _InProcessBroadcast class for tests when Starlette Broadcast is unavailable
- Refactor API key validators to read live settings instead of cached values
- Update database models with explicit
This commit is contained in:
oib
2026-02-24 18:41:08 +01:00
parent 24b3a37733
commit 825f157749
270 changed files with 66674 additions and 2027 deletions

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@@ -22,6 +22,12 @@ export AITBC_API_KEY=your-key # or use --api-key
| Group | Key commands |
|-------|-------------|
| `agent` | `create`, `execute`, `network`, `learning` |
| `multimodal` | `agent`, `process`, `convert`, `search` |
| `optimize` | `self-opt`, `predict`, `tune` |
| `openclaw` | `deploy`, `edge`, `routing`, `ecosystem` |
| `marketplace advanced` | `models`, `analytics`, `trading`, `dispute` |
| `swarm` | `join`, `coordinate`, `consensus` |
| `client` | `submit`, `status`, `list`, `cancel`, `download`, `batch-submit` |
| `miner` | `register`, `poll`, `mine`, `earnings`, `deregister` |
| `wallet` | `balance`, `send`, `stake`, `backup`, `multisig-create` |
@@ -50,6 +56,66 @@ aitbc miner poll # start accepting jobs
aitbc wallet balance # check earnings
```
## Advanced AI Agent Workflows
```bash
# Create and execute advanced AI agents
aitbc agent create --name "MultiModal Agent" --workflow-file workflow.json --verification full
aitbc agent execute agent_123 --inputs inputs.json --verification zero-knowledge
# Multi-modal processing
aitbc multimodal agent create --name "Vision-Language Agent" --modalities text,image --gpu-acceleration
aitbc multimodal process agent_123 --text "Describe this image" --image photo.jpg
# Autonomous optimization
aitbc optimize self-opt enable agent_123 --mode auto-tune --scope full
aitbc optimize predict agent_123 --horizon 24h --resources gpu,memory
```
## Agent Collaboration & Learning
```bash
# Create collaborative agent networks
aitbc agent network create --name "Research Team" --agents agent1,agent2,agent3
aitbc agent network execute network_123 --task research_task.json
# Adaptive learning
aitbc agent learning enable agent_123 --mode reinforcement --learning-rate 0.001
aitbc agent learning train agent_123 --feedback feedback.json --epochs 50
```
## OpenClaw Edge Deployment
```bash
# Deploy to OpenClaw network
aitbc openclaw deploy agent_123 --region us-west --instances 3 --auto-scale
aitbc openclaw edge deploy agent_123 --locations "us-west,eu-central" --strategy latency
# Monitor and optimize
aitbc openclaw monitor deployment_123 --metrics latency,cost --real-time
aitbc openclaw optimize deployment_123 --objective cost
```
## Advanced Marketplace Operations
```bash
# Advanced NFT model operations
aitbc marketplace advanced models list --nft-version 2.0 --category multimodal
aitbc marketplace advanced mint --model-file model.pkl --metadata metadata.json --royalty 5.0
# Analytics and trading
aitbc marketplace advanced analytics --period 30d --metrics volume,trends
aitbc marketplace advanced trading execute --strategy arbitrage --budget 5000
```
## Swarm Intelligence
```bash
# Join swarm for collective optimization
aitbc swarm join --role load-balancer --capability resource-optimization
aitbc swarm coordinate --task network-optimization --collaborators 10
```
## Configuration
Config file: `~/.aitbc/config.yaml`
@@ -67,6 +133,18 @@ log_level: INFO
| Auth error | `export AITBC_API_KEY=your-key` or `aitbc auth login` |
| Connection refused | Check coordinator: `curl http://localhost:8000/v1/health` |
| Unknown command | Update CLI: `pip install -e .` from monorepo root |
| Agent command not found | Ensure advanced agent commands are installed: `pip install -e .` |
| Multi-modal processing error | Check GPU availability: `nvidia-smi` |
| OpenClaw deployment failed | Verify OpenClaw credentials and region access |
| Marketplace NFT error | Check model file format and metadata structure |
## Advanced Agent Documentation
See [docs/11_agents/](../11_agents/) for detailed guides:
- [Advanced AI Agents](../11_agents/advanced-ai-agents.md) - Multi-modal and adaptive agents
- [Agent Collaboration](../11_agents/collaborative-agents.md) - Networks and learning
- [OpenClaw Integration](../11_agents/openclaw-integration.md) - Edge deployment
- [Swarm Intelligence](../11_agents/swarm/) - Collective optimization
## Full Reference