# Daily Report – 2025-03-17

## Eliza Plugin Development and AI Integrations

### Key Plugin Developments
- **Langchain + Eliza Integration**: Basic product implemented; early testers onboarding.
- **Token Prediction Plugin**: Feedback-loop-based plugin with planned reinforcement learning.
- **Tech-Support Bot on Eliza**: Focused on JavaScript, Bitcoin, and GitHub; plans for Telegram and Nostr support.
- **AI Agent Platform (`aigent.sh`)**: Designed for non-technical users; open feedback requests.
- **Twitter Plugin PR**: Submitted for registry inclusion.
- **Distributed Storage Plugin PR**: Submitted for review.
- **AI-News Aggregation**: Summarizing discussions from specific Discord channels.

### Technical Issues and Solutions
- **SQLite Module Error**: Resolved with `pnpm add better-sqlite3@latest --force` and `npm rebuild better-sqlite3`.
- **Eliza V2 Plugin Support for Ollama API**: No official plugin; `plugin-local-ai` used as a workaround.
- **Eliza V2 Stability**: Confirmed as beta, not stable for business use.
- **CLI Installation Issues**: `npm error notarget` reported; linked to GitHub issue #3989.
- **MCP Client Plugin for Eliza**: No existing plugin found.
- **Tweet Scraping Tools**: `n8n` suggested as a self-hosted solution.
- **Eliza Agent Wallets on EVM Chains**: Confirmed support for multiple chains.

### Action Items
#### Technical Tasks
1. Improve Langchain + Eliza integration.
2. Implement reinforcement learning in the token prediction plugin.
3. Develop a Nostr plugin for the tech-support bot.
4. Fix broken links in the Eliza Plugin Registry.
5. Review and merge Twitter and Distributed Storage Plugin PRs.
6. Investigate CommonJS compatibility for Eliza.
7. Document `plugin-local-ai` for Ollama API support.
8. Resolve `npm error notarget` for `@elizaos/plugin-sql@^0.25.6`.

#### Documentation Needs
9. Document Langchain + Eliza integration for testers.
10. Provide setup guides for token prediction and AI-news aggregation.
11. Clarify tweet scraping automation options in Eliza docs.
12. Improve Eliza’s documentation for new contributors.

#### Feature Requests
13. Enhance Twitter plugin to support additional metadata retrieval.
14. Improve Eliza’s multi-agent support.
15. Develop an official Ollama API plugin.
16. Create an MCP client plugin for Eliza.
17. Improve Eliza’s response formatting options.
18. Add a feature for near-instant tweet scraping.

## Integrating Real-Time Crypto Data into an Agent

### Key Implementation Steps
1. Obtain or create a structured database of crypto data.
2. Convert the database into an Eliza provider.
3. Define actions to detect and act on yield opportunities.

### Alternative Approach
- **Three-Stage Process**: Data collection, storage, and usage.

### Challenges
- **Example Implementations**: Requested but unavailable due to client confidentiality.
- **Potential Resources**: Further investigation into related resources.

### Action Items
- Implement a crypto data collection and storage system.
- Convert the database into an Eliza provider.
- Define actions for detecting and acting on opportunities.
- Enable automated posting to Twitter and responding to Discord queries.
- Document the process for setting up a crypto data provider.
- Provide example implementations or non-client-specific code snippets if possible.

## ElizaOS Development and Plugin Updates

### Key Technical Discussions & Solutions
- **Twitter Client on v2**: Suggested using webhooks.
- **SQLite Module Error**: Resolved with `pnpm add better-sqlite3@latest --force` and `npm rebuild better-sqlite3`.
- **Ollama API Support**: `plugin-local-ai` found and configured.
- **V2 Stability**: Confirmed as beta, not production-ready.
- **Discord Client Installation Issue**: `@elizaos/plugin-sql@^0.25.6` missing; tracked in GitHub.
- **EVM Chain Support**: Confirmed for multiple chains.
- **CLI and Documentation Issues**: Multiple issues reported; contribution guidance requested.

### Langchain + Eliza Integration
- **Langchain + Eliza**: Basic product implemented; ongoing improvements.
- **Token Prediction Plugin**: Feedback-loop-based plugin; reinforcement learning planned.
- **Tech-Support Bot on Eliza**: JavaScript, Bitcoin, and GitHub support; Telegram and Nostr integration planned.
- **AI Agent Platform**: `aigent.sh` introduced for non-technical users.

### Crypto Data Integration
- **Real-Time Crypto Data for Agents**: Database setup, Eliza provider conversion, and action definition.
- **Example Code Request**: No example code available due to client confidentiality.
- **RAGKnowledge Configuration**: `ragKnowledge=false` should be set for an array of strings to avoid unnecessary embeddings.

### Plugin and Registry Updates
- **Twitter Plugin PR**: Submitted for post-fetching functionality.
- **Broken Link Issue**: Reported in the plugin registry; awaiting resolution.
- **Distributed Storage Plugin PR**: Submitted and awaiting review.
- **AI-News Aggregation**: Configured to summarize Discord discussions.

### Nostr Plugin and Local AI Execution
- **Tech-Support Bot on ElizaOS**: JavaScript, Bitcoin, and GitHub support planned.
- **Local AI Model Execution**: Successfully tested on a GeForce 3060 with 12GB VRAM.
- **Nostr Plugin Development**: No official plugin; collaboration sought.
- **New Open Source Project**: Repository to be created after the first v2 dev school episode.