{
  "ai-news": {
    "elizaos": {
      "discord_md_last_3_days": [
        {
          "filename": "2025-05-09.md",
          "content": "# elizaOS Discord - 2025-05-09\n\n## Overall Discussion Highlights\n\n### ElizaOS Development\n- **V2 Release Teaser**: Multiple mentions of an upcoming ElizaOS V2 release with limited details shared\n- **GitHub Contribution Tracking**: Discussion about the elizaOS.github.io repository which tracks contributions and includes a leaderboard functionality\n- **Plugin Development Challenges**: Users reported difficulties importing plugins from external GitHub repositories due to hardcoded assumptions about repository locations\n- **Database Configuration Issues**: Several users encountered problems with PostgreSQL configurations and database migrations, particularly with Neon as a provider\n\n### Token Ecosystem\n- **Auto.fun Platform Concerns**: Significant user frustration about recent token launches perceived as \"rugs\" (projects that quickly lose value)\n- **ELI5 Token Discussion**: Mixed sentiment about ELI5 token, with some users highlighting its potential connection to elizaOS v2 as \"AI16z's brother\"\n- **Platform Improvements**: Team member \"ben\" acknowledged feedback about the auto.fun platform and mentioned improvements are underway\n- **Support Channel Migration**: Announcement that auto.fun support is moving from Discord to Telegram (@AutoDotFunBot) within 48 hours\n\n### Technical Issues\n- **Leaderboard Pagination**: PR (#92) created to fix pagination issues on the contribution leaderboard website\n- **Plugin Dependencies**: Users reported missing dependencies (@elizaos/plugin-tee and @elizaos/plugin-trustdb) for the Solana plugin\n- **Memory-Related Crashes**: Twitter plugin causing \"Maximum call stack size exceeded\" errors\n- **LMStudio Integration Errors**: Users experiencing problems integrating LMStudio with ElizaOS\n\n## Key Questions & Answers\n\n### ElizaOS Technical\n- **Q**: How can I connect my GitHub and SOL wallet for future airdrops?  \n  **A** (jin): \"We don't have a fully deployed solution for doing that yet\"\n\n- **Q**: What's the link to the leaderboard?  \n  **A** (jin): \"https://elizaos.github.io/\"\n\n- **Q**: Why am I not on the leaderboard?  \n  **A** (jin): \"Search should be top 1000 / no limit, considering that a bug\"\n\n- **Q**: When eliza agent is monitoring/responding in multiple servers do we want each server to be its own world?  \n  **A** (Kenk): \"In v2 it will be able to use the same memory across multiple client interfaces\"\n\n- **Q**: Is eliza.gg down?  \n  **A** (Kenk): \"Use Eliza.how instead\"\n\n### Token-Related\n- **Q**: How did you determine % for decentralized 60-70?  \n  **A** (Osint): \"That's standard, 60-70 percent for top 100 token holders\"\n\n- **Q**: Are we looking for binance spot listing through any way?  \n  **A** (Osint): \"That is something that we have no control of. When they decide it is in their best interest to list ai16z spot, then they'll do it\"\n\n- **Q**: What do you mean by \"based off the Reddit Eli5 community with 15M members\"?  \n  **A** (ryanthelad): \"Look up r/explainlikeimfive on Reddit, 23.2 Million Followers. All of them will be onboarded to Eli5\"\n\n- **Q**: Is there any advantage for us that hold 10k or more ai16z?  \n  **A** (!Addison Casey!): \"No info about that yet\"\n\n## Community Help & Collaboration\n\n1. **Leaderboard Visibility Issues**\n   - **Helper**: jin\n   - **Helpee**: MonteCrypto\n   - **Context**: User couldn't find themselves on the leaderboard\n   - **Resolution**: Jin provided a direct profile link and acknowledged search limitation as a bug\n\n2. **Leaderboard Pagination Fix**\n   - **Helper**: MonteCrypto\n   - **Helpee**: Community\n   - **Context**: Pagination issues on the leaderboard website\n   - **Resolution**: Created PR #92 to fix pagination and make all contributors visible\n\n3. **Plugin Import Problems**\n   - **Helper**: Odilitime\n   - **Helpee**: BowTiedBlueFin\n   - **Context**: Issues with importing plugins from external GitHub repositories\n   - **Resolution**: Acknowledged the issue with 1.x plugins and mentioned instructions would be published the following week\n\n4. **Database Migration Errors**\n   - **Helper**: scooter8992 (self-help)\n   - **Context**: Database migration errors with Neon PostgreSQL\n   - **Resolution**: Created a new project in Neon to get a fresh database, which resolved the issue\n\n5. **ELI5 Token Information**\n   - **Helper**: ryanthelad and xell0x\n   - **Helpee**: Channel members\n   - **Context**: Declining sentiment about ELI5 token\n   - **Resolution**: Shared positive information about ELI5 being AI16z's little brother and an official character in elizaOS v2\n\n## Action Items\n\n### Technical\n1. **Fix leaderboard search functionality** - Make search include all contributors beyond top 100 (Mentioned by jin)\n2. **Add pagination to leaderboard** - Show all profiles on leaderboard instead of just top 100 (Mentioned by MonteCrypto)\n3. **Develop GitHub-SOL wallet connection solution** - For tracking contributions and future airdrops (Mentioned by jin)\n4. **Fix plugin resolution logic** - Properly handle GitHub URLs from package.json for plugins outside the elizaos-plugins organization (Mentioned by BowTiedBlueFin)\n5. **Address fs4.exists error** - Fix error in ElizaOS configuration saving (Mentioned by scooter8992)\n6. **Fix memory leak in Twitter plugin** - Resolve \"Maximum call stack size exceeded\" errors (Mentioned by scooter8992)\n7. **Resolve missing dependencies** - Fix @elizaos/plugin-tee and @elizaos/plugin-trustdb dependencies for the Solana plugin (Mentioned by scooter8992)\n8. **Improve token verification process** - Prevent misleading information about token distribution (Mentioned by frank_grimes_sr)\n9. **Make migration speed consistent** - Standardize migration speed for all coins or wait for green checkmark before migration (Mentioned by frank_grimes_sr)\n\n### Documentation\n1. **Add leaderboard link to contributing docs** - Link needs to be added to https://eliza.how/docs/contributing (Mentioned by MonteCrypto)\n2. **Update frontpage of eliza.how** - Add partners, videos, leaderboard, plugins links for better quick actions (Mentioned by jin)\n3. **Publish plugin development instructions** - Create documentation for plugin development and integration with ElizaOS (Mentioned by Odilitime)\n4. **Provide clearer token distribution information** - Improve transparency before launches (Mentioned by vas)\n5. **Create transparency around verification process** - Document how tokens get verified status (Mentioned by frank_grimes_sr)\n6. **Document support channel migration** - Users need to migrate to Telegram (@AutoDotFunBot) for support (Mentioned by Kenk)\n\n### Feature\n1. **Extend autodotfun functionality to Twitter** - Enable launching tokens from Twitter with commands (Mentioned by Osint)\n2. **Improve AI-news aggregator** - Jin discovered ways to make it 2-3x better (Mentioned by jin)\n3. **ElizaOS V2 development** - Upcoming major update teased in chat (Mentioned by Multiple users)\n4. **Implement time-based caching** - For facts/provider knowledge in state (Mentioned by scooter8992)\n5. **Support cross-interface memory** - Allow agents to use the same memory across multiple client interfaces in v2 (Mentioned by Kenk)\n6. **Allow more verified launches** - Enable more launches to apply for verified status after first round of launch partners (Mentioned by ryanthelad)"
        },
        {
          "filename": "2025-05-08.md",
          "content": "# elizaOS Discord - 2025-05-08\n\n## Overall Discussion Highlights\n\n### Team & Community Updates\n- **Shaw's Twitter Break**: Shaw (key team member) temporarily suspended his Twitter account, causing community concern. Jin and others reassured the community that Shaw is taking a break but still working on development.\n- **ElizaOS v2 Development**: Community members expressed interest in the upcoming ElizaOS v2, though specific details or timelines weren't provided.\n- **Token Distribution Analysis**: Discussion about AI16Z having more decentralized token distribution (69% held by top 100) compared to VIRTUAL (93% held by top 100).\n\n### Technical Discussions\n- **AI Model Configuration Issues**: Users troubleshooted ElizaOS defaulting to local AI models despite configuration settings specifying external providers like Groq. The solution involved properly setting environment variables in the .env file.\n- **Discord Plugin Error**: A database error (\"duplicate key value violates unique constraint\") was reported specifically with the Discord plugin.\n- **Twitter Agent Integration**: Several users discussed Twitter agent integration and API quota issues, with suggestions to use Heurist as a free alternative.\n\n### Auto.fun Platform Issues\n- **PrinceSCRT Token Launch Problems**: A problematic token launch called \"PrinceSCRT\" by Secret Network on the auto.fun platform resulted in accusations of a \"rug pull\" when the developer wallet sold a significant portion of tokens post-launch.\n- **Refund Policy Controversy**: The auto.fun team stated they wouldn't issue refunds for the PrinceSCRT incident as they have \"no control over what the team does post launch,\" causing community frustration.\n- **Platform Improvement Suggestions**: Users suggested implementing a subscription model for early access to partner projects and stricter verification criteria for launches.\n\n### Contributor Recognition\n- **DOOD Airdrop Eligibility**: Discussion about ElizaOS contributor eligibility for a potential DOOD airdrop, particularly regarding GitHub contributors.\n- **Wallet Collection Challenges**: Jin mentioned challenges in collecting Solana wallet addresses from contributors for rewards distribution.\n\n## Key Questions & Answers\n\n### Team & Development\n- **Q**: Why did Shaw's account get suspended?  \n  **A** (jin): He's taking a Twitter detox break.\n\n- **Q**: Is there any airdrop for those who hold 10k eliza or more?  \n  **A** (Osint): Sorry, no.\n\n- **Q**: I read that ElizaOS contributors could be eligible for DOOD airdrop?  \n  **A** (Osint): Contributors to codebase.\n\n- **Q**: I had a PR merged into Eliza GH, how does that link to my wallet for dood?  \n  **A** (jin): Send your SOL address to kenk.\n\n- **Q**: Where can you view the AUM for ai16z?  \n  **A** (Kenk): I think it's on DAOs.fun.\n\n### Technical Support\n- **Q**: How do I add plugin twitter to character?  \n  **A** (odilitime): Documentation is available at https://docs.eliza.how/blog/twitter-agent-guide.\n\n- **Q**: How do I fix ElizaOS falling back to local AI despite configuration?  \n  **A** (odilitime): Configure the .env file at the root with your API keys and configure characters for plugin-groq.\n\n### Auto.fun Platform\n- **Q**: Will there be a refund for the PrinceSCRT issue?  \n  **A** (jasyn_bjorn): We unfortunately have no control over what the team does post launch even after we vet them thoroughly beforehand. Sorry, but we won't be issuing refunds for this launch.\n\n- **Q**: When will it [token] migrate?  \n  **A** (eskender.eth): It's migrated.\n\n## Community Help & Collaboration\n\n1. **ElizaOS Configuration Support**:\n   - odilitime helped users troubleshoot ElizaOS Docker image falling back to local AI despite configuration, suggesting proper .env file setup and character configuration for plugin-groq.\n\n2. **Twitter API Quota Solutions**:\n   - odilitime and keygray_mm suggested using Heurist as a free alternative when mahee encountered Twitter API quota issues.\n\n3. **Contributor Reward Coordination**:\n   - Jin instructed contributors to send their Solana addresses to kenk for potential rewards.\n   - Osint offered to help collect Solana addresses and process a list to get addresses for jin.\n\n4. **Token Launch Information**:\n   - Kenk shared an article link about the Doodles DOOD new Blood Fund TGE when sukrucildirr asked about the upcoming event.\n   - eskender.eth explained to vas why partners don't always share contract addresses before launch, clarifying it's about control and limiting people at point of launch.\n\n## Action Items\n\n### Technical\n- Continue development of ElizaOS v2 (Mentioned by: xell0x)\n- Complete analysis of Discord contributors for rewards (Mentioned by: jin)\n- Collect Solana wallet addresses from contributors (Mentioned by: jin)\n- Fix Discord plugin issue causing \"duplicate key value violates unique constraint 'memories_pkey'\" error (Mentioned by: odilitime)\n- Test interactive 24/7 unreal engine elizaOS metahuman (Mentioned by: odilitime)\n- Update/push multistream-client and air3market-plugin for V2 (Mentioned by: odilitime)\n- Remove fake coins from the platform before real token launches (Mentioned by: velja)\n- Investigate the pscrt token situation (Mentioned by: hxf)\n- Require partners to share contract address before launching (Mentioned by: vas)\n- Implement a subscription model for early access to partner projects (Mentioned by: MDMnvest)\n- Fix bugs in the auto.fun platform as it \"needs bug fixes and to mature\" (Mentioned by: nasdaq.ai)\n- Establish stricter criteria for partner verification (Mentioned by: vas)\n\n### Documentation\n- Create Pope AI X agent (Mentioned by: groggs)\n- Create clearer instructions for configuring external AI providers like Groq (Mentioned by: odilitime)\n- Provide clearer communication about risks involved with new token launches (Mentioned by: jasyn_bjorn)\n\n### Feature\n- Feature Eli5 more prominently as mascot on auto.fun, Shaw's and elizaOS' Twitter (Mentioned by: xell0x)\n- Create crypto dev GitHub graph to plot relationships among crypto developers (Mentioned by: Osint)\n- Lock up ELI5 tokens to get early allocation to partner projects, similar to Virtual (Mentioned by: ryanthelad)"
        }
      ],
      "dev_md_last_3_days": [
        {
          "filename": "2025-05-09.md",
          "content": "# elizaOS Development Discord - 2025-05-09\n\n## Overall Discussion Highlights\n\n### Token and Project Updates\n- Community members discussed potential token launches for projects ELI5, EDDY, and AI16Z on the auto.fun platform\n- Team members (Odilitime and funboy) clarified that no new token launches are currently planned\n- Questions about EDDY's functionality were raised but remained unanswered\n\n### Development Tools\n- Brief discussion about documentation generation methods used by the team\n- Mention of an ElizaOS WordPress plugin, though noted as not being state-of-the-art\n- A freelance developer offered services related to blockchain development, including token creation and smart contract writing\n\n## Key Questions & Answers\n\n| Question | Answer | Asked By | Answered By |\n|----------|--------|----------|------------|\n| Will token launches be paired with ELI5 or EDDY or only AI16Z? | No token launches | Sidtoshi Vision | Odilitime |\n| Does org project will it have its own coin or just update of ai16z? | No new tokens are planned afaik | Mazino | Odilitime |\n\n## Community Help & Collaboration\n\n- **Documentation Resources**: funboy shared a link to an ElizaOS WordPress plugin in response to Hummus's question about documentation generation methods\n\n## Action Items\n\n### Documentation\n- Provide clear information about the purpose and functionality of ELI5 and EDDY tokens (mentioned by Sidtoshi Vision)\n- Explain the documentation generation process used by the team (mentioned by Hummus)\n- Clarify plans regarding token launches and updates for the community (mentioned by Sidtoshi Vision, Mazino)\n\n---\n\n*Note: Today's discussions were relatively light, with minimal technical problem-solving or implementation discussions. Several questions remained unanswered, suggesting potential topics for future clarification from the team.*"
        },
        {
          "filename": "2025-05-08.md",
          "content": "# elizaOS Development Discord - 2025-05-08\n\n## Overall Discussion Highlights\n\n### Multi-Agent Architecture\n- Ruby confirmed that multiple agents can run on a single Postgres database\n- The platform handles memory isolation automatically through namespacing in the database schema\n- Each agent requires a unique name/ID in their configuration to ensure proper separation\n\n### Model Configuration\n- Detailed discussion on setting up tiered models (small, medium, large) in agent configurations\n- Example provided showing how to mix Claude and GPT models for different complexity levels:\n  - 'small': 'claude-2.1'\n  - 'medium': 'claude-2.1'\n  - 'large': 'claude-3'\n- Clarification on adding Anthropic API keys to .env files for Claude model usage\n\n### Package Manager Compatibility\n- Users experienced module resolution issues when mixing npm and Bun\n- Problem occurred specifically when CLI was installed with npm but plugins were being installed with Bun\n- Two solutions were recommended:\n  1. Set `PACKAGE_MANAGER=npm` in the .env file\n  2. Install the CLI with Bun instead of npm using `bun install -g @elizaos/cli@beta`\n\n### Token Clarification\n- Odilitime clarified that \"EDDY\" and \"ELI5\" are characters in the code but not official tokens\n- Only `$ai16z` and `$degenai` are official tokens in the ecosystem\n\n### Community Contributions\n- User \"lost\" worked on adding an Indonesian translation (README_IND.md) to the project\n- Ruby provided detailed guidance on proper PR submission process\n- Discussion highlighted the importance of targeting the correct branch (develop vs. main)\n\n## Key Questions & Answers\n\n**Q: Is it ok to run multiple agents off the same postgres db? Does the platform handle storing all of their memories separately?**  \nA: Yes, you can run multiple agents on one postgres db. The platform handles memory isolation by default - each agent gets their own namespace in the db schema. Just make sure you give each agent a unique name/id in their config.\n\n**Q: How do I setup my .env for anthropic models?**  \nA: Add `ANTHROPIC_API_KEY=your_key_here` in your .env file. The platform will automatically detect and use it when you specify claude models in your agent config.\n\n**Q: How can I define small, large, etc. models to use different ones in the agent config?**  \nA: In your agent's config.json, under the 'models' section, you can specify different model tiers like: 'small': 'claude-2.1', 'medium': 'claude-2.1', 'large': 'claude-3'.\n\n**Q: Why do plugins fail to load with global CLI install but work with npx?**  \nA: It's a path resolution issue. When you install the CLI globally with npm, it expects plugins in the npm global path, but the project is using bun's module resolution.\n\n**Q: Is EDDY the V2 agent and ELI5 going to be \"a character\"?**  \nA: They are characters in the code, yes. Are the tokens related? No. The only official tokens are $ai16z and $degenai.\n\n**Q: How can I put a Readme file for Indonesian translation in the repository?**  \nA: Create a new file called README_IND.md in the root directory of your fork, paste in your translation, commit and push.\n\n**Q: Should I worry about integration-tests and GitHub Actions failures for documentation changes?**  \nA: No, those failures are expected for doc changes and only relevant for code changes, not documentation updates.\n\n## Community Help & Collaboration\n\n### Multi-Agent Setup Guidance\nRuby provided comprehensive assistance to Blaze Leclairt on setting up multiple agents with a shared database, explaining memory isolation mechanisms and offering configuration examples for different model tiers.\n\n### Package Manager Troubleshooting\nRuby helped kandizzy resolve module resolution issues between npm and Bun, offering two alternative solutions to maintain consistency in the development environment.\n\n### Translation Contribution Support\nRuby guided user \"lost\" through the entire process of contributing an Indonesian translation:\n- Creating the translation file in the correct location\n- Adding proper language badges\n- Formatting links correctly\n- Targeting the correct branch for the PR\n- Understanding which build errors could be safely ignored for documentation changes\n\nSpartanDev also offered troubleshooting steps for build errors, suggesting cache clearing and clean installation approaches.\n\n### Token Clarification\nOdilitime helped Sidtoshi Vision understand the distinction between characters in the code and official tokens in the ecosystem.\n\n## Action Items\n\n### Technical\n- Use unique AGENT_ID in each agent's config when running multiple agents on a single database (Mentioned by Ruby)\n- Set PACKAGE_MANAGER=npm in .env file when CLI is installed with npm (Mentioned by Ruby)\n- Install CLI with Bun instead of npm for consistency using `bun install -g @elizaos/cli@beta` (Mentioned by Ruby)\n- Fix PR to target develop branch instead of main for contributions (Mentioned by Ruby)\n\n### Documentation\n- Add Indonesian translation README (README_IND.md) to the repository (Mentioned by lost)\n- Ensure all documentation links in README_IND.md point to the correct locations (Mentioned by Ruby)\n- Add language badge to Indonesian README (Mentioned by Ruby)\n- Update documentation regarding CLI installation with Bun as an alternative to npm (Mentioned by sayonara)"
        }
      ]
    }
  },
  "github": {
    "summaries": {
      "week": [
        {
          "filename": "2025-05-04.md",
          "content": "# ElizaOS Weekly Update (Week of May 4, 2025)\n\n## OVERVIEW\nThis week focused on stabilizing the platform with numerous bug fixes across CLI and plugin systems, improving documentation with added docstrings, and preparing for cross-version plugin compatibility between 0.x and 1.x. The team also enhanced internationalization support and refined database operations.\n\n## PROJECT METRICS\n- PRs: 51 merged PR's, 66 new PRs\n- Issues: 4 new issues, 5 closed issues\n- Unique Contributors: 43\n- Code Changes: +9897/-5967 lines across 252 files\n- Total Commits: 232\n- Most Active Contributors: wtfsayo, 0xbbjoker, ChristopherTrimboli, K1mc4n, odilitime\n\n## TOP ISSUES\n\n### Plugin System Stability\n- Plugin loading and installation mechanisms required fixes to ensure reliable operation\n- Route handling in plugins needed repair to function correctly\n- Cross-version plugin compatibility between 0.x and 1.x versions required architectural changes\n\n### CLI and Developer Experience\n- Version detection issues in CLI showing incorrect latest version information\n- Platform compatibility problems with CLI commands across different environments\n- Type errors and deprecated function usage needed addressing\n\n## KEY TECHNICAL DEVELOPMENTS\n\n### Plugin System Enhancements\n- Prepared groundwork for sharing plugins between 0.x and 1.x versions [#4384](https://github.com/elizaos/eliza/pull/4384)\n- Fixed plugin routes functionality [#4415](https://github.com/elizaos/eliza/pull/4415)\n- Added model usage event emission for embeddings and image descriptions in OpenAI plugin [#4438](https://github.com/elizaos/eliza/pull/4438)\n- Resolved plugin installation command issues [#4456](https://github.com/elizaos/eliza/pull/4456)\n- Fixed TTS manager and transcription functionality [#4496](https://github.com/elizaos/eliza/pull/4496)\n\n### CLI and Developer Experience Improvements\n- Fixed incorrect version detection to show correct latest CLI version [#4435](https://github.com/elizaos/eliza/pull/4435)\n- Enhanced and refactored the ElizaOS publish CLI command [#4424](https://github.com/elizaos/eliza/pull/4424)\n- Improved environment variable handling with cleaner refactoring [#4445](https://github.com/elizaos/eliza/pull/4445)\n- Fixed missing .gitignore in plugins created with global CLI installation [#4489](https://github.com/elizaos/eliza/pull/4489)\n- Updated documentation to prefer direct usage instead of npx [#4493](https://github.com/elizaos/eliza/pull/4493)\n\n### Core System Refinements\n- Implemented semantic text splitting functionality [#4235](https://github.com/elizaos/eliza/pull/4235)\n- Fixed JSON parsing issues with nested objects [#4198](https://github.com/elizaos/eliza/pull/4198)\n- Resolved BM25 issues and updated dependencies [#4411](https://github.com/elizaos/eliza/pull/4411)\n- Integrated real Drizzle ORM for database operation types [#4500](https://github.com/elizaos/eliza/pull/4500)\n- Enhanced message handling with improved text escaping and null checks [#4508](https://github.com/elizaos/eliza/pull/4508)"
        }
      ],
      "month": [
        {
          "filename": "2025-05-01.md",
          "content": "# ElizaOS Monthly Update (May 2025)\n\n## OVERVIEW\nMay saw significant progress in ElizaOS with a focus on plugin architecture improvements, API authentication, and codebase cleanup. The team streamlined the monorepo by removing several plugins while enhancing core functionality and fixing critical bugs in the CLI and plugin system.\n\n## PROJECT METRICS\n- PRs: 67 merged PRs, 95 new PRs\n- Issues: 7 new issues, 12 closed issues\n- Unique Contributors: 49\n- Code Changes: +11177/-14960 lines across 348 files\n- Total Commits: 363\n- Most Active Contributors: wtfsayo, 0xbbjoker, ChristopherTrimboli, yungalgo, K1mc4n\n\n## TOP ISSUES\n\n### Plugin Compatibility\n- Ensuring compatibility between plugin versions 0.x and 1.x\n- Addressing plugin loading and installation issues\n\n### CLI Functionality\n- Version detection showing incorrect latest CLI version\n- Issues with CLI publish command options\n- Missing .gitignore in plugins created with global CLI installation\n\n### Authentication & Security\n- Need for robust API authentication middleware\n- Secure handling of API keys\n\n### Database Management\n- PGLite directory configuration issues\n- Database migration challenges\n\n### UI/UX Improvements\n- Client scrollbar issues\n- Need for better error handling in the UI\n\n### Documentation Gaps\n- Broken documentation links\n- Outdated installation instructions\n\n### Model Usage & Performance\n- Optimizing model selection for different operations\n- Tracking and reporting model usage metrics\n\n### Internationalization\n- Broken image paths in non-English documentation\n- Need for additional language support\n\n## KEY TECHNICAL DEVELOPMENTS\n\n### Plugin Architecture Enhancements\n- Prepared 0.x for sharing plugins with 1.x [#4384](https://github.com/elizaos/eliza/pull/4384)\n- Fixed plugin routes functionality [#4415](https://github.com/elizaos/eliza/pull/4415)\n- Extended OpenAI plugin to support custom embedding endpoints [#4421](https://github.com/elizaos/eliza/pull/4421)\n- Implemented model usage events for embeddings and image description [#4438](https://github.com/elizaos/eliza/pull/4438)\n\n### Authentication & Security\n- Added authentication middleware with API key dialog for unauthorized access [#4420](https://github.com/elizaos/eliza/pull/4420)\n- Improved error handling for authentication flows\n\n### Twitter Integration\n- Implemented Twitter timeline functionality [#4429](https://github.com/elizaos/eliza/pull/4429)\n- Added blog post for Twitter agent setup [#4425](https://github.com/elizaos/eliza/pull/4425)\n- Cleaned up Twitter plugin implementation [#4430](https://github.com/elizaos/eliza/pull/4430)\n\n### CLI Improvements\n- Refactored and enhanced the ElizaOS publish CLI command [#4424](https://github.com/elizaos/eliza/pull/4424)\n- Fixed incorrect version detection to show correct latest CLI version [#4435](https://github.com/elizaos/eliza/pull/4435)\n- Fixed plugin installation command issues [#4456](https://github.com/elizaos/eliza/pull/4456)\n- Fixed version installation issues [#4454](https://github.com/elizaos/eliza/pull/4454)\n\n### Database & Storage Optimization\n- Implemented unique PGLite folder if not provided [#4423](https://github.com/elizaos/eliza/pull/4423)\n- Fixed PGLite directory issues [#4497](https://github.com/elizaos/eliza/pull/4497)\n- Integrated real Drizzle ORM for database operation types [#4500](https://github.com/elizaos/eliza/pull/4500)\n\n### Performance Optimizations\n- Configured smaller models for reply functionality [#4416](https://github.com/elizaos/eliza/pull/4416)\n- Fixed BM25 and updated dependencies [#4411](https://github.com/elizaos/eliza/pull/4411)\n- Implemented semantic text splitting [#4235](https://github.com/elizaos/eliza/pull/4235)\n\n### Codebase Cleanup\n- Removed several plugins from monorepo (browser, storage-s3, ollama, groq, venice, redpill, anthropic, elevenlabs) [#4406](https://github.com/elizaos/eliza/pull/4406), [#4402](https://github.com/elizaos/eliza/pull/4402), [#4437](https://github.com/elizaos/eliza/pull/4437), [#4436](https://github.com/elizaos/eliza/pull/4436), [#4434](https://github.com/elizaos/eliza/pull/4434), [#4428](https://github.com/elizaos/eliza/pull/4428), [#4427](https://github.com/elizaos/eliza/pull/4427), [#4480](https://github.com/elizaos/eliza/pull/4480)\n- Removed StudioLM support to focus on llama.cpp [#4459](https://github.com/elizaos/eliza/pull/4459)\n- Organized imports and implemented relative paths [#4447](https://github.com/elizaos/eliza/pull/4447)\n\n### Documentation Improvements\n- Added comprehensive docstrings to various components [#4446](https://github.com/elizaos/eliza/pull/4446), [#4469](https://github.com/elizaos/eliza/pull/4469), [#4498](https://github.com/elizaos/eliza/pull/4498), [#4494](https://github.com/elizaos/eliza/pull/4494)\n- Updated broken documentation links [#4460](https://github.com/elizaos/eliza/pull/4460)\n- Updated docs to prefer direct usage instead of npx [#4493](https://github.com/elizaos/eliza/pull/4493)\n- Added Indonesian README [#4488](https://github.com/elizaos/eliza/pull/4488)\n\n## SUMMARY\nMay 2025 was a productive month for ElizaOS with significant improvements to the plugin architecture, authentication system, and CLI functionality. The team successfully streamlined the codebase by removing several plugins from the monorepo while enhancing core features like Twitter integration and database management. With the release of version 0.25.19, ElizaOS continues to evolve as a more robust, secure, and developer-friendly AI agent framework."
        }
      ]
    }
  }
}