# ElizaOS Development & Technical Report (2025-02-08)

## Plugin Development & Integration
- New plugins added to `elizaos-plugins`:  
  - `plugin-berachain`, `plugin-safe-validator`, `plugin-omniflix`
- **Token Prediction Plugin**:  
  - Developed by `dorianjanezic`, exploring reinforcement learning for accuracy.
- **Nostr Plugin Proposal**:  
  - `chris.troutner` suggested a Nostr plugin for decentralized tech support.
- **Maintainer Access**:  
  - `blockeater` granted access to `plugin-omniflix`.
- **Environment Variable Updates**:  
  - `.env.example` changes should be submitted via PR.

## Web3 Structured Output Parser
- **Development**:  
  - `willthesis2` created a Web3 `StructuredOutputParser` for LangChain.
- **Enhancements Suggested**:  
  - `r_cubed` recommended validation for hex addresses, wei/gwei amounts, and error handling.
  - Proposed `chain-of-density` for token standard normalization.

## Technical Troubleshooting & Solutions
- **Twitter Client Issues**:  
  - Now requires installation as a plugin (`npx elizaos plugins install client-twitter`).
- **Discord Client Not Starting**:  
  - Must be installed as a plugin.
- **Docker Deployment Issues**:  
  - Debugging revealed missing dependencies and incorrect paths.
- **Memory Management & RAG**:  
  - `dankvr` faced issues with SQLite and Supabase.
- **Plugin Registry Issues**:  
  - `plugin-image`, `plugin-video`, and `plugin-tts` missing.
- **Ollama API Integration**:  
  - `plugin-local-ai` supports Ollama but is not listed in the registry.

## WebSocket Event Handling & RAG Knowledge Storage
- **WebSocket Actions**:  
  - `ualp.` wanted to trigger actions based on WebSocket events.
- **RAG Knowledge Storage**:  
  - `_marsh07` confirmed it is initialized in `runtime.ts` and cannot be changed dynamically.
- **Knowledge File Structure**:  
  - `redvoid8344` found expected path: `characters/knowledge/agent-name`.

## Plugin Compatibility Issues
- **Affected Plugins**:  
  - `plugin-evm`, `plugin-starknet` on `v0.1.9+patch`.
- **Suggested Fix**:  
  - Try `0.25.6-alpha.1`, but errors persisted.
- **Windows Dependency Issues**:  
  - Resolved using WSL2.

## Multi-LLM Provider Support
- **Proposal**:  
  - Use different LLM providers for different model sizes:
    - GROQ for small models.
    - Hyperbolic for medium/large models.

## V2 Migration & CLI Updates
- **CLI Change**:  
  - `eliza-starter` will be phased out in favor of `npx elizaos start`.
- **Documentation Updates**:  
  - Improvements in progress.

## Fixes & Implementations
- **Plugin Installation**:  
  - `npx elizaos plugins install @elizaos-plugins/client-discord`
- **Twitter Client**:  
  - Must be installed as a plugin.
- **SQLite Issues**:  
  - Fixed with `pnpm add better-sqlite3@latest --force` and `npm rebuild better-sqlite3`.
- **Docker Issues**:  
  - Revised Dockerfile proposed.
- **RAG Knowledge Path**:  
  - Should be structured as `characters/agent-name/knowledge/`.

## FAQ
1. **Most stable version?** `0.25.6-alpha.1`
2. **Install Discord client?** `npx elizaos plugins install @elizaos-plugins/client-discord`
3. **Install Twitter client?** `npx elizaos plugins install @elizaos-plugins/plugin-twitter`
4. **Agent responding twice on Twitter?** Fixed.
5. **Use locally hosted LLM with Ollama?** Set `OLLAMA_SERVER_URL=http://localhost:11434`
6. **Prevent Twitter bans?** Mark account as "automated" and follow rate limits.
7. **Run multiple agents with different Twitter accounts?** Use namespaced environment variables.
8. **Fix SQLite binding errors?** `pnpm add better-sqlite3@latest --force` and `npm rebuild better-sqlite3`
9. **Enable memory retrieval?** Ensure `composeState` is used in the plugin.
10. **Install a custom plugin?** Fork, publish to npm, and install via `npx elizaos plugins install <plugin-name>`.

## Action Items
### **Technical Tasks**
1. Fix Twitter client installation process.
2. Resolve Docker deployment issues.
3. Improve memory retrieval for plugins.
4. Fix SQLite binding errors in fresh installs.
5. Ensure Ollama plugin is listed in the registry.

### **Documentation Needs**
6. Update Discord client installation guide.
7. Clarify multi-agent setup in docs.
8. Improve RAG knowledge documentation.
9. Add a guide for setting up API endpoints.
10. Document best practices for avoiding Twitter bans.

### **Feature Requests**
11. Add support for OpenAI's new Responses API.
12. Implement a way to delete specific memories.
13. Improve embedding error handling.
14. Enable voice interaction with ElevenLabs.
15. Add a plugin for scraping tweets in real-time.
16. Develop a migration tool for v1 to v2.
17. Improve CLI error handling.
18. Enhance plugin registry with better metadata.
19. Optimize Docker image size and build times.
20. Improve front-end UI for ElizaOS docs.