{
  "type": "dailySummary",
  "title": "Daily Report - 2025-03-12",
  "categories": [
    {
      "title": "ElizaOS Development Updates and Plugin Contributions",
      "content": [
        {
          "text": "### Web3 Narrative Marketing Automation\n- [shivam_18795] is developing an automation platform using Langchain and Eliza OS Brain.\n- Features include draft editing, scheduled posting, automated replies, and performance feedback loops.\n- Seeking early testers for feedback and improvements.",
          "sources": [
            "https://discord.com/channels/1051457140637827122/1327493511406293016"
          ],
          "images": [],
          "videos": []
        },
        {
          "text": "### Token Prediction Plugin\n- [dorianjanezic] built a token prediction plugin with a feedback loop: data → prediction → checks → evaluation → summary.\n- Looking to integrate reinforcement learning for improved accuracy.\n- Shared GitHub repo: [plugin-token-prediction](https://github.com/dorianjanezic/eliza/tree/komo-main/packages/plugin-token-prediction).\n- Example prediction showed MAPE (Mean Absolute Percentage Error) calculations and market behavior analysis.",
          "sources": [
            "https://discord.com/channels/1051457140637827122/1327493511406293016"
          ],
          "images": [],
          "videos": []
        },
        {
          "text": "### Tech-Support Bot on ElizaOS\n- [chris.troutner] is developing an open-source tech-support bot using ElizaOS.\n- Focuses on JavaScript, Bitcoin, and GitHub repositories.\n- Running local AI models on a Linux desktop with NVIDIA GeForce 3060 (12GB VRAM).\n- Clients: Telegram and Nostr (censorship-resistant alternative to Twitter/Discord).\n- Seeking collaboration on a Nostr plugin for ElizaOS.",
          "sources": [
            "https://discord.com/channels/1051457140637827122/1327493511406293016"
          ],
          "images": [],
          "videos": []
        },
        {
          "text": "### AI Agent Platform\n- [dtb0x] launched Aigent.sh, an AI agent platform powered by ElizaOS.\n- Goal: Make AI agents accessible to non-technical users.\n- Rolling out daily updates and open to feedback.",
          "sources": [
            "https://discord.com/channels/1051457140637827122/1327493511406293016"
          ],
          "images": [],
          "videos": []
        },
        {
          "text": "### Plugin Contributions\n- **Mem0 AI SDK Provider PR**: [whysosaket] submitted a PR to add Mem0 as a provider in the Vercel AI SDK, introducing a memory layer for users. ([PR #3927](https://github.com/elizaOS/eliza/pull/3927))\n- **DexPaprika Plugin PR**: [0xmattsroka] submitted a PR for a plugin that fetches on-chain token prices across 20+ chains, powered by the DexPaprika team. ([PR #109](https://github.com/elizaos-plugins/registry/pull/109))\n- **Twitter Plugin PR**: [tadeuchi] submitted a PR for a Twitter plugin that fetches post data back to the calling client. ([PR #108](https://github.com/elizaos-plugins/registry/pull/108))\n- **Distributed Storage Plugin PR**: [fforbeck] submitted a PR to add a distributed storage plugin to Eliza's Plugin Registry. ([PR #111](https://github.com/elizaos-plugins/registry/pull/111))",
          "sources": [
            "https://discord.com/channels/1051457140637827122/1323745969115893780"
          ],
          "images": [],
          "videos": []
        },
        {
          "text": "### Issues and Questions\n- **Broken Link Issue**: [flaneurofmetaverses] reported a broken link for a plugin in the registry. [odilitime] inquired for clarification.\n- **Versioning Question**: [hish1639] asked about the version in which their merged PR would be included but did not receive a response.",
          "sources": [
            "https://discord.com/channels/1051457140637827122/1323745969115893780"
          ],
          "images": [],
          "videos": []
        }
      ],
      "topic": "ai"
    },
    {
      "title": "ElizaOS Development and Plugin Updates",
      "content": [
        {
          "text": "### Custom Plugin Development and Installation\n- Users discussed installing custom plugins in ElizaOS, recommending starting from the stable or develop branch.\n- `asi123aa` is developing a plugin for fetching data and generating trading signals, focusing on user intent extraction and response accuracy.\n- `shivam_18795` is integrating Langchain with ElizaOS for Web3 narrative marketing automation and seeking early testers.",
          "sources": [
            "https://discord.com/channels/1051457140637827122/1320246527268098048",
            "https://discord.com/channels/1051457140637827122/1324089429727514674",
            "https://discord.com/channels/1051457140637827122/1327493511406293016"
          ],
          "images": [],
          "videos": []
        },
        {
          "text": "### Memory System and Knowledge Retention\n- A developer is actively improving ElizaOS’s memory system.\n- `newbx0_02229` reported issues with Eliza forgetting past conversations and failing to use added knowledge effectively. `rick02533` suggested setting `ragKnowledge=false` for string arrays to improve retention.",
          "sources": [
            "https://discord.com/channels/1051457140637827122/1320246527268098048",
            "https://discord.com/channels/1051457140637827122/1324089429727514674"
          ],
          "images": [],
          "videos": []
        },
        {
          "text": "### Multi-Agent and Multi-Language Support\n- Users explored running multiple agents independently, focusing on separate environments and API key management.\n- Some plugins contain hardcoded English elements, requiring updates for full multi-language support.",
          "sources": [
            "https://discord.com/channels/1051457140637827122/1320246527268098048"
          ],
          "images": [],
          "videos": []
        },
        {
          "text": "### Twitter Bot and Plugin Issues\n- A user faced shadowbanning due to missing the 'automated' account setting. Solution: restart with a clean account and ensure proper settings.\n- `sherlock0x` and `ad_dev` reported issues with `client-twitter` in v2, which remains unresolved.\n- `tadeuchi` submitted a PR for a Twitter plugin that fetches post data back to the calling client.",
          "sources": [
            "https://discord.com/channels/1051457140637827122/1320246527268098048",
            "https://discord.com/channels/1051457140637827122/1323745969115893780"
          ],
          "images": [],
          "videos": []
        },
        {
          "text": "### Docker and Installation Issues\n- Users faced authentication errors when running ElizaOS in Docker. Solution: check environment variables and use `doctor inspect`.\n- `4n7m4n` encountered installation errors due to missing `@elizaos/plugin-sql@^0.25.6`.\n- SQLite module errors were resolved by forcing a reinstall of `better-sqlite3`.",
          "sources": [
            "https://discord.com/channels/1051457140637827122/1320246527268098048"
          ],
          "images": [],
          "videos": []
        },
        {
          "text": "### AI Model and Crypto Data Integration\n- `chris.troutner` is integrating locally hosted LLMs (e.g., Ollama) with ElizaOS using `plugin-local-ai`.\n- `nb1121` discussed feeding real-time DeFi/crypto data into ElizaOS for automated tweets. `behnammby` suggested a three-step approach: data collection, provider integration, and action definition.",
          "sources": [
            "https://discord.com/channels/1051457140637827122/1320246527268098048",
            "https://discord.com/channels/1051457140637827122/1324089429727514674"
          ],
          "images": [],
          "videos": []
        },
        {
          "text": "### Plugin and Feature Development\n- `freytes` took over maintenance of `plugin-rabbi-trader`, and `odilitime` unarchived it.\n- `0xmattsroka` submitted a PR for a DexPaprika plugin to fetch on-chain token prices across 20+ chains.\n- `fforbeck` submitted a PR for a distributed storage plugin.\n- `whysosaket` submitted a PR to add Mem0 as a provider in the Vercel AI SDK, introducing a memory layer.",
          "sources": [
            "https://discord.com/channels/1051457140637827122/1323745969115893780"
          ],
          "images": [],
          "videos": []
        },
        {
          "text": "### Documentation and API Improvements\n- Swagger API documentation was abandoned due to complexity; a simpler REST API documentation page was created instead.\n- `dankvr` pointed out missing plugin versions in the registry and linked the registry JSON.\n- `rick02533` and `dankvr` are working on improving CLI and registry documentation.",
          "sources": [
            "https://discord.com/channels/1051457140637827122/1320246527268098048"
          ],
          "images": [],
          "videos": []
        }
      ],
      "topic": "Misceleanous"
    }
  ],
  "date": 1741737600
}