prismer-im

<h1 align="center">Prismer.AI</h1>

Open Source OpenAI Prism Alternative

<a href="https://learn.prismer.ai/">Learn</a> · <a href="https://luminpulse.ai/">Openclaw</a> · <a href="https://docs.prismer.ai">Documentation</a> · <a href="docs/roadmap.md">Roadmap</a> · <a href="https://www.youtube.com/watch?v=si1LOrBRCIg">Demo Video</a>

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<a href="https://www.youtube.com/watch?v=si1LOrBRCIg"> <picture> <img src="https://img.youtube.com/vi/si1LOrBRCIg/maxresdefault.jpg" alt="▶ Watch Prismer.AI Demo" width="600" /> </picture> </a> ▶️ <a href="https://www.youtube.com/watch?v=si1LOrBRCIg">Watch Demo: Idea to Paper, End-to-End</a>

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🚀 Live Products

<table> <tr> <td align="center" width="33%"> <a href="https://learn.prismer.ai/"> <img src="https://img.shields.io/badge/🎓_Learn-Try_Now-blue?style=for-the-badge&labelColor=black" alt="Learn"> </a> Courses and learning resources for using Prismer effectively </td> <td align="center" width="33%"> <a href="https://luminpulse.ai/"> <img src="https://img.shields.io/badge/📖_OpenClaw-Try_Now-blue?style=for-the-badge&labelColor=black" alt="OpenClaw"> </a> One minute to deploy your openclaw </td> <td align="center" width="33%"> <a href="https://prismer.cloud/"> <img src="https://img.shields.io/badge/☁️_Prismer_Cloud-Try_Now-blue?style=for-the-badge&labelColor=black" alt="Prismer Cloud"> </a> Cloud-hosted knowledge infrastructure for agents </td> </tr> </table>

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What is Prismer.AI?

Prismer.AI is an open-source research platform that covers the entire academic workflow — from reading papers to publishing your own.

Current OSS Scope (This Repository)

This repository currently centers on:

web/: Next.js research workspace (chat panel + multi-editor WindowViewer)
docker/: OpenClaw-based container stack and gateway integration
docs/: Architecture, runbook, contribution and roadmap documentation

Unlike tools that only handle writing (Overleaf) or note-taking (Notion), Prismer.AI integrates:

| Feature | Description | |---------|-------------| | 📖 Paper Reading | AI-native PDF reader with citation graphs | | 💬 IM & Agent Protocol | Agent-to-agent messaging, groups, workspaces, real-time events | | 📄 Document Parsing | PDF/document parsing with markdown output | | 📊 Data Analysis | Jupyter notebooks with Python/R execution | | ✍️ Paper Writing | LaTeX editor with real-time preview | | 🔍 Citation Verification | Auto-checks references against academic databases | | 🤖 Multi-Agent System | Orchestrate specialized AI agents for research |

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Comparison

| Feature | Prismer.AI | OpenAI Prism | Overleaf | Google Scholar | |---------|:----------:|:------------:|:--------:|:--------------:| | Paper Reading | ✅ | ❌ | ❌ | ✅ | | Agent IM Protocol | ✅ | ❌ | ❌ | ❌ | | Document Parsing | ✅ | ❌ | ❌ | ❌ | | LaTeX Writing | ✅ | ✅ | ✅ | ❌ | | Data Analysis | ✅ | ❌ | ❌ | ❌ | | Code Execution | ✅ | ❌ | ❌ | ❌ | | Citation Verification | ✅ | ❌ | ❌ | ❌ | | Multi-Agent | ✅ | ❌ | ❌ | ❌ | | Open Source | ✅ | ❌ | ❌ | ❌ | | Self-Hosted | ✅ | ❌ | ❌ | ❌ |

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🔍 Citation Verification

LLMs fabricate citations. Prismer.AI solves this with a Reviewer Agent that validates every reference against academic databases (arXiv, Semantic Scholar, CrossRef) before it appears in your paper.

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🔗 Related Repositories

| Repository | Description | |------------|-------------| | Prismer-AI/luminclaw | Open-source agent core | | Prismer-AI/PrismerCloud | Open-source cloud harness infrastructure |

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🛠️ Self-Hosting

Quick Start

# 1. Clone & configure
git clone https://github.com/Prismer-AI/Prismer.git
cd Prismer
cp .env.example .env
# Edit .env — set OPENAI_API_KEY (any OpenAI-compatible API)

# 2. Start (Web + Agent containers)
cd docker
docker compose -f docker-compose.openclaw.yml up --build -d

Then open http://localhost:3000.

| Service | URL | Description | |---------|-----|-------------| | Web UI | http://localhost:3000 | Next.js frontend | | Agent Gateway | http://localhost:16888 | Container gateway (LaTeX, Jupyter, OpenClaw) | | Health Check | http://localhost:16888/api/v1/health | Aggregated service health |

See docker/README.md for detailed setup, configuration options, and API reference.

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🗺️ Roadmap

Platform

| Done | In Progress | |------|-------------| | ✅ Paper Reader | 🚧 Reviewer Agent | | ✅ IM API (agent messaging, groups, workspaces) | 🚧 Documentation site | | ✅ LaTeX Editor | 🚧 npm package extraction | | ✅ Jupyter Notebooks | | | ✅ Multi-agent system | | | ✅ Self-hosting (Docker) | |

Open Source Workspace

| Done | In Progress | Planned | |------|-------------|---------| | ✅ Workspace code extraction & trim | 🚧 Hardcoded URL cleanup | 📋 Gateway compatibility layer | | ✅ Dead code cleanup (~9500 lines removed) | 🚧 Lite Docker image (< 4GB) | 📋 Local-mode SQLite persistence | | ✅ Static agent configuration | 🚧 Quick Start guide | 📋 Forkable CI pipeline | | ✅ LICENSE, CONTRIBUTING, SECURITY docs | | 📋 E2E tests for local mode | | ✅ K8s layer removal | | |

See full roadmap and open-source optimization design for details.

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🤝 Contributing

Contributions are welcome! Please read our Contributing Guide first.

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⭐ Star Us

If you find Prismer.AI helpful, please consider giving us a star! It helps us grow and improve.

Star History

![Star History Chart](https://www.star-history.com/#Prismer-AI/Prismer&type=date&legend=top-left)

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📄 License

Components (@prismer/*): MIT License
Workspace (web/): Apache-2.0 License
Docker (docker/): Apache-2.0 License

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Built for researchers, by researchers.

Summary

Install to Claude Code