{"id":13642883,"url":"https://github.com/rnadigital/agentcloud","last_synced_at":"2025-04-20T21:31:56.313Z","repository":{"id":203263320,"uuid":"708621214","full_name":"rnadigital/agentcloud","owner":"rnadigital","description":"Agent Cloud is like having your own GPT builder with a bunch extra goodies. The GUI features 1) RAG pipeline which can natively embed 260+ datasources 2) Create Conversational apps (like GPTs) 3) Create Multi Agent process automation apps (crewai) 4) Tools 5) Teams+user permissions. 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RAG Google Bigquery\u003c/a\u003e\n    ·\n    \u003ca href=\"https://www.agentcloud.dev/blog\"\u003eStart Reading Blog\u003c/a\u003e\n  \u003c/p\u003e\n\n\u003cbr /\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://youtu.be/POLdnrjsy9c?si=o88WMNHXEYkIiW0k\" target=\"_blank\"\u003e\n       \u003cimg src=\"https://github.com/rnadigital/agentcloud/blob/master/webapp/public/images/agent-cloud-introduction-RAG-google-gigquery-youtube.png\"\u003e\n  \u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n\n\u003c/p\u003e\n\n## Introduction\n\nWelcome to `agentcloud`. This project comprises three main components: \n\n1. **Agent Backend**: A Python application running crewai, communicating LLM messages through socket.io\n2. **Webapp**: A UI built using next.js, tailwind, and an express custom server.\n3. **Vector Proxy:** A Rust application which communicates with Qdrant vector Database\n\n## Getting Started\n\nTo run this project locally, follow these steps:\n\n1. **Clone the repository**: `git clone https://github.com/rnadigital/agentcloud.git`\n2. **Install Docker**: [Install Docker](https://docs.docker.com/get-docker/)\n3. **Start Services**:\n   - **For Mac \u0026 Linux**: Run the following command:\n     ```\n     chmod +x install.sh \u0026\u0026 ./install.sh\n     ```\n\n   - Follow the prompts or provide command-line arguments as needed.\n\n```\n~$ ./install.sh --help\n\nUsage: ./install.sh [options]\n\nNote: By default, vector-db-proxy `cargo build`'s without the `--release` flag, for faster builds during development.\n      To change this, set RELEASE=true` in your env before running install i.e `RELEASE=true ./install.sh ...`.\n\nOptions:\n\n    -h, --help                       Display this help message.\n\n    --kill-webapp-next               Kill webapp after startup (for developers)\n    --kill-vector-db-proxy           Kill vector-db-proxy after startup (for developers)\n    --kill-agent-backend             Kill agent-backend after startup (for developers)\n\n    --project-id ID                  (OPTIONAL) Specify a GCP project ID (for Secret Manager, GCS, etc)\n    --service-account-json PATH      (OPTIONAL) Specify the file path of your GCP service account json.\n    --gcs-bucket-name NAME           (OPTIONAL) Specify the GCS bucket name to use.\n    --gcs-bucket-location LOCATION   (OPTIONAL) Specify the GCS bucket location.\n\n```\n\n- **For Windows**: (Coming soon...)\n\n## Tutorials\n[How to Build a RAG Chatbot Using Agent Cloud and PostgreSQL](https://www.agentcloud.dev/blog/build-chat-app-postgresql-agentcloud)\u003cbr\u003e\n[How to Build a RAG Chatbot Using Agent Cloud and BigQuery](https://www.agentcloud.dev/blog/a-rag-chat-app-with-agent-cloud-and-bigquery)\u003cbr\u003e\n[How to Build a RAG Chatbot Using Agent Cloud and MongoDB](https://www.agentcloud.dev/blog/build-rag-chatbot-agentcloud-mongodb)\u003cbr\u003e\n[How to Build a RAG Chatbot with Agent Cloud and Google Sheets](https://www.freecodecamp.org/news/build-a-rag-chatbot-agent-cloud-google-sheets/)\u003cbr\u003e\n\n## Comparisons\n[Agent Cloud vs CrewAI](https://www.agentcloud.dev/blog/agent-cloud-vs-crewai-a-comparison)\u003cbr\u003e\n[Agent Cloud VS OpenAI](https://www.agentcloud.dev/blog/agent-cloud-vs-openai)\u003cbr\u003e\n[Agent Cloud vs Qdrant](https://www.agentcloud.dev/blog/agentcloud-vs-qdrant)\u003cbr\u003e\n[Agent Cloud VS Google Cloud Agents](https://www.agentcloud.dev/blog/agentcloud-vs-google-cloud-agents)\u003cbr\u003e\n\n## Documentation\nDocumentation is available at [Agent Cloud - Talk to Your Data](https://docs.agentcloud.dev/documentation/get-started/introduction) \n\n- [Introduction](https://docs.agentcloud.dev/documentation/get-started/introduction)\u003cbr\u003e\n- [Data sources](https://www.agentcloud.dev/integrations)\u003cbr\u003e\n- [RAG Examples](https://docs.agentcloud.dev/documentation/guides/demo-chat-rag-bigquery)\n\n## Public Roadmap\nCheck out our [roadmap](https://github.com/orgs/rnadigital/projects/8/views/1) to stay updated on recently released features and learn about what's coming next.\n\n## License\n\nThis project is licensed under the GNU Affero General Public License, version 3 only.\n\n## Changelog\n\nSee [CHANGELOG.md](CHANGELOG.md) for the list of changes in each version.\n\n## Contributions \u0026 Feedback\n\nIf you wish to contribute or provide feedback, please follow the contribution guidelines in [CONTRIBUTING.md](CONTRIBUTING.md).\n\nWe welcome contributions and feedback from the community. Thank you for exploring `agentcloud`!\n\nAnd If you find AgentCloud useful, please consider giving us a star ⭐ on GitHub. Your support helps us continue to innovate and deliver exciting features.\n","funding_links":[],"categories":["Chatbots","TypeScript","Building"],"sub_categories":["Tools"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frnadigital%2Fagentcloud","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frnadigital%2Fagentcloud","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frnadigital%2Fagentcloud/lists"}