# ElizaOS Development Report – 2025-02-14  

## Technical Discussions & Solutions  

### Twitter Client Issues  
- Users faced redundancy in automated tweets and connection failures.  
- Solutions:  
  - Delete the SQLite database.  
  - Adjust `frequency_penalty`.  
  - Ensure `@elizaos-plugins/client-twitter` is installed correctly.  

### Discord Client Setup  
- Users struggled to install and run the Discord client on v0.25.8.  
- Solution:  
  - Run `npx elizaos plugins install @elizaos-plugins/client-discord`.  
  - Add the plugin to the character file.  

### Docker Deployment Issues  
- Users encountered missing dependencies and incorrect paths.  
- Solutions:  
  - Modify the Dockerfile.  
  - Use `pnpm docker` to build and run the container.  

### Memory Management & RAG  
- Users reported embedding issues and memory retrieval inconsistencies.  
- Solutions:  
  - Check `.env` settings.  
  - Ensure embeddings are correctly configured.  

### Plugin Installation & Registry  
- Some plugins (`plugin-image`, `plugin-video`, `plugin-tts`) were missing from the registry.  
- Users were advised to install them manually or wait for registry updates.  

### Multi-Agent Setup  
- Users explored running multiple agents with different Twitter accounts.  
- Solution: Use namespaced environment variables for each agent.  

### Local LLM Integration  
- Users wanted to use Ollama with ElizaOS.  
- Solution: Use `plugin-local-ai` with the correct `.env` settings.  

### V2 Migration  
- V2 introduces a new CLI (`npx elizaos start`).  
- Users were advised to wait for stability before migrating production setups.  

## Plugin Development & Contributions  

### Plugin Submission Process  
- Plugins should be submitted to `elizaos-plugins/registry`, not the main repo.  
- Configuration variables go in `.env.example` and `package.json`.  

### Plugin Installation Issues  
- Some plugins (e.g., `plugin-trustdb`) caused installation failures.  
- Solution: Exclude problematic plugins to proceed with installation.  

### New Plugins  
- Users submitted various plugins, including:  
  - A token prediction plugin.  
  - Unreal Engine integration.  
  - A Web3 marketing automation tool.  

### Maintainer Requests  
- Several users requested maintainer access for plugins.  
- Requests were processed manually by `odilitime`.  

## Feature Requests & Upcoming Enhancements  

### Action Items  

#### **Technical Tasks**  
1. Fix Twitter redundancy issues.  
2. Improve Discord client installation documentation.  
3. Fix Docker deployment issues.  
4. Ensure RAG knowledge works correctly.  
5. Fix embedding input validation errors.  
6. Improve multi-agent setup documentation.  
7. Ensure Twitter client works in v2.  
8. Fix SQLite module installation issues.  
9. Improve REST API authentication.  
10. Fix OpenAI model configuration issues.  

#### **Documentation Needs**  
11. Update installation guide for v2.  
12. Add a guide for using local LLMs with Ollama.  
13. Improve RAG knowledge documentation.  
14. Add a guide for setting up voice interaction.  
15. Document best practices for Twitter automation.  

#### **Feature Requests**  
16. Add MCP client plugin.  
17. Improve memory management and retrieval.  
18. Add support for OpenAI's new Responses API.  
19. Improve plugin registry visibility.  
20. Add a way to delete recent memories as an admin.  

### Plugin Management & Development  

- **Plugin Registry Updates**: Several users submitted PRs to `elizaos-plugins/registry`. [odilitime] reviewed and merged them.  
- **Maintainer Access Requests**: [blockeater] and [bt.wood] were granted maintainer access.  
- **Plugin Activation**: Users were instructed to install plugins using `npx elizaos plugins install @elizaos-plugins/plugin-name` and add them to the character file.  
- **Token Prediction Plugin**: A new plugin using a feedback loop for evaluation was shared.  
- **Tech-Support Bot**: A proposed bot for JavaScript, Bitcoin, and GitHub support, integrating with Telegram and Nostr.  

### Upcoming Enhancements  

- **NEAR AI Integration**: PR #3275 adds NEAR AI as a model provider.  
- **Post-Processing Support**: PR #3686 introduces `postProcessors` for character objects.  
- **Out-of-Memory Bug Fix**: PR #3722 resolves a memory leak.  
- **New AI Provider**: PR #3927 adds Mem0 as a provider in the Vercel AI SDK.  
- **Distributed Storage Plugin**: PR #111 adds a new storage plugin.  
- **Command-line Tools for Plugin Discovery**: Upcoming release will include CLI tools for easier plugin management.