# ElizaOS Development Report (2025-03-02)

## Technical Discussions & Problem-Solving

- **Retrieval-Augmented Generation (RAG) Issues**: OpenRouter lacks embedding support, so database-based embeddings were implemented. (`odilitime`, `dankvr`)
- **Docker Deployment Issues**: Debugging missing `ts-node` module and incorrect paths in the container. (`hashwarlock`, `mr.stark_`)
- **Twitter Client Issues**: Shadowbanning due to missing 'automated profile' setting. (`definiteoptimist`)
- **Plugin Registry Issues**: Missing `plugin-image`, `plugin-video`, and `plugin-tts`. (`0xn1c0`, `odilitime`)
- **Eliza V2 Migration & CLI Issues**: `npx @elizaos/cli start` fails due to missing dependencies. (`dankvr`, `odilitime`)
- **Local LLM Support**: `plugin-local-ai` configured for DeepSeek models. (`chris.troutner`)
- **Multi-Agent Setup**: Running multiple agents with separate Twitter accounts using environment variables. (`new.moon`)
- **Eliza Diary Network Proposal**: A decentralized network for agents and plugins to register, share trust scores, and train LLMs. (`doriand0963`, `vkaykun`)

## New Plugins & Features

- **Unreal Engine Plugin**: Enables communication between Unreal Engine and Eliza instances. (`zaperox`)
- **Token Prediction Plugin**: Uses a feedback loop for evaluation and market behavior analysis. (`dorianjanezic`)
- **Tech-Support Bot**: Focuses on JavaScript, Bitcoin, and GitHub, with local model execution. (`chris.troutner`)
- **Web3 Narrative Marketing Automation**: Uses ElizaOS and Langchain for automated content generation. (`shivam_18795`)
- **AI Agent Platform**: `aigent.sh` makes AI agents accessible to non-technical users. (`dtb0x`)

## Plugin Development & Issues

- **Plugin Installation Issues**: Users faced problems with installation, database integration, and API endpoints for agent creation. (`odilitime`, `magicred1_`)
- **Broken Plugin Links**: After merging PR #95, links on the official plugin registry were broken. (`odilitime`, `flaneurofmetaverses`)
- **Plugin Submission Process**: Plugins should be hosted in personal GitHub repositories and linked in `registry/index.json`. (`pravn1729`, `odilitime`)
- **New Plugins**:
  - AI-powered executor plugin (`teoloki`)
  - Mem0 AI SDK provider (`whysosaket`)
  - Token price-fetching plugin (`0xmattsroka`)
  - Distributed storage plugin (`fforbeck`)
- **Bug Fixes**:
  - Character plugin loading fix (`dtb0x`)
  - Twitter plugin enhancements (`krustev.alexander`, `tadeuchi`)

## Technical Issues & Fixes

- **Chrome Headless Mode Bug**: Affected the browser plugin. (`mindxploit`)
- **Twitch Client Infinite Loop**: Suggested fix: filter out agent responses. (`funboy`, `k_benny`)
- **`ragKnowledge` Not Working**: Suggested fix: set `ragKnowledge=false` for string arrays. (`newbx0_02229`, `rick02533`)

## Documentation & Versioning

- **Pending PR Inclusion**: `hish1639` asked about PR #3958, but no response was provided.
- **Large Documentation Update**: Submitted by `dankvr`.
- **Clarification on Plugin Submission**: `pravn1729` requested details on the Git-based distribution model.

## Action Items

### Technical Tasks

1. Fix Docker deployment issues. (`mr.stark_`, `hashwarlock`)
2. Resolve Twitter client shadowban issues. (`definiteoptimist`)
3. Re-add missing plugins (`plugin-image`, `plugin-video`, `plugin-tts`). (`0xn1c0`, `odilitime`)
4. Fix `npx @elizaos/cli start` command in V2. (`dankvr`)
5. Ensure `plugin-local-ai` is properly documented. (`chris.troutner`)
6. Investigate why bots respond in unintended languages. (`phonique_`)
7. Fix newline issues in responses. (`redvoid8344`)
8. Improve error handling for missing RAG directories. (`martingrey1`)
9. Fix authentication issues with Akash Chat API. (`aiflowml`)
10. Improve plugin installation process in V2. (`4n7m4n`)

### Documentation Needs

11. Update installation guide to reflect `eliza.how`. (`dankvr`)
12. Document how to run multiple agents with different Twitter accounts. (`new.moon`)
13. Clarify REST API setup using `client-direct`. (`odilitime`)
14. Add a guide for setting up local LLMs with Ollama. (`chris.troutner`)
15. Improve documentation on embedding setup. (`dankvr`)

### Feature Requests

16. Add a way to delete recent memories as an admin. (`new.moon`)
17. Implement a Twitter post deduplication mechanism. (`rtzavalon`)
18. Improve support for multi-agent setups. (`shivam_18795`)
19. Enhance CLI error messages for missing dependencies. (`dankvr`)
20. Improve front-end UI for documentation. (`dankvr`)