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https://github.com/rnadigital/agentcloud

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. Get started fast with Docker and our install.sh
https://github.com/rnadigital/agentcloud

ai autogen chatgpt crewai dockerized-application genai llm model nextjs python ui

Last synced: 3 months ago
JSON representation

Host: GitHub
URL: https://github.com/rnadigital/agentcloud
Owner: rnadigital
License: agpl-3.0
Created: 2023-10-23T03:17:08.000Z (over 1 year ago)
Default Branch: master
Last Pushed: 2024-10-29T23:41:01.000Z (4 months ago)
Last Synced: 2024-10-30T00:45:47.971Z (4 months ago)
Topics: ai, autogen, chatgpt, crewai, dockerized-application, genai, llm, model, nextjs, python, ui
Language: TypeScript
Homepage: https://agentcloud.dev
Size: 14.2 MB
Stars: 519
Watchers: 12
Forks: 111
Open Issues: 85
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE

Awesome Lists containing this project

awesome-ChatGPT-repositories - agentcloud - 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. Get started fast with Docker and our install.sh (Chatbots)
jimsghstars - rnadigital/agentcloud - 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) Crea (TypeScript)
awesome_ai_agents - Agentcloud - 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… (Building / Tools)
awesome_ai_agents - Agentcloud - 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… (Building / Tools)

README

        ![AgentCloud Logo](https://github.com/rnadigital/agentcloud/assets/47853125/2ac68e33-16cd-47ea-b59e-2446b8d3711e)

# AgentCloud



  AgentCloud is an open-source platform enabling companies to build and deploy private LLM chat apps (like ChatGPT), empowering teams to securely interact with their data.


[![Number of GitHub issues that are open](https://img.shields.io/github/issues/rnadigital%2Fagentcloud)](https://github.com/rnadigital/agentcloud/issues)

[![Number of GitHub stars](https://img.shields.io/github/stars/rnadigital%2Fagentcloud)](https://github.com/rnadigital/agentcloud)

![Number of GitHub pull requests that are open](https://img.shields.io/github/issues-pr-raw/rnadigital%2Fagentcloud)

[![GitHub license which is GNU Affero General Public License](https://img.shields.io/github/license/rnadigital/agentcloud)](https://github.com/rnadigital/agentcloud)

[![Follow us on X, formerly Twitter](https://img.shields.io/twitter/follow/agentcloud_dev)](https://twitter.com/agentcloud_dev)

[![Let's Chat on Discord](https://img.shields.io/discord/1165866460745314304)](https://discord.gg/82BWMRHVpy)

  





  


  Explore our docs »

  


  


    Quickstart with AgentCloud

    ·

    Run Locally

    ·

    Tutorial - RAG Google Bigquery

    ·

    Start Reading Blog

  







  

       

  







## Introduction

Welcome to `agentcloud`. This project comprises three main components: 

1. **Agent Backend**: A Python application running crewai, communicating LLM messages through socket.io

2. **Webapp**: A UI built using next.js, tailwind, and an express custom server.

3. **Vector Proxy:** A Rust application which communicates with Qdrant vector Database

## Getting Started

To run this project locally, follow these steps:

1. **Clone the repository**: `git clone https://github.com/rnadigital/agentcloud.git`

2. **Install Docker**: [Install Docker](https://docs.docker.com/get-docker/)

3. **Start Services**:

   - **For Mac & Linux**: Run the following command:

     ```

     chmod +x install.sh && ./install.sh

     ```

   - Follow the prompts or provide command-line arguments as needed.

```

~$ ./install.sh --help

Usage: ./install.sh [options]

Note: By default, vector-db-proxy `cargo build`'s without the `--release` flag, for faster builds during development.

      To change this, set RELEASE=true` in your env before running install i.e `RELEASE=true ./install.sh ...`.

Options:

    -h, --help                       Display this help message.

    --kill-webapp-next               Kill webapp after startup (for developers)

    --kill-vector-db-proxy           Kill vector-db-proxy after startup (for developers)

    --kill-agent-backend             Kill agent-backend after startup (for developers)

    --project-id ID                  (OPTIONAL) Specify a GCP project ID (for Secret Manager, GCS, etc)

    --service-account-json PATH      (OPTIONAL) Specify the file path of your GCP service account json.

    --gcs-bucket-name NAME           (OPTIONAL) Specify the GCS bucket name to use.

    --gcs-bucket-location LOCATION   (OPTIONAL) Specify the GCS bucket location.

```

- **For Windows**: (Coming soon...)

## Tutorials

[How to Build a RAG Chatbot Using Agent Cloud and PostgreSQL](https://www.agentcloud.dev/blog/build-chat-app-postgresql-agentcloud)


[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)


[How to Build a RAG Chatbot Using Agent Cloud and MongoDB](https://www.agentcloud.dev/blog/build-rag-chatbot-agentcloud-mongodb)


[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/)


## Comparisons

[Agent Cloud vs CrewAI](https://www.agentcloud.dev/blog/agent-cloud-vs-crewai-a-comparison)


[Agent Cloud VS OpenAI](https://www.agentcloud.dev/blog/agent-cloud-vs-openai)


[Agent Cloud vs Qdrant](https://www.agentcloud.dev/blog/agentcloud-vs-qdrant)


[Agent Cloud VS Google Cloud Agents](https://www.agentcloud.dev/blog/agentcloud-vs-google-cloud-agents)


## Documentation

Documentation is available at [Agent Cloud - Talk to Your Data](https://docs.agentcloud.dev/documentation/get-started/introduction) 

- [Introduction](https://docs.agentcloud.dev/documentation/get-started/introduction)


- [Data sources](https://www.agentcloud.dev/integrations)


- [RAG Examples](https://docs.agentcloud.dev/documentation/guides/demo-chat-rag-bigquery)

## Public Roadmap

Check 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.

## License

This project is licensed under the GNU Affero General Public License, version 3 only.

## Changelog

See [CHANGELOG.md](CHANGELOG.md) for the list of changes in each version.

## Contributions & Feedback

If you wish to contribute or provide feedback, please follow the contribution guidelines in [CONTRIBUTING.md](CONTRIBUTING.md).

We welcome contributions and feedback from the community. Thank you for exploring `agentcloud`!

And If you find AgentCloud useful, please consider giving us a star ⭐ on GitHub. Your support helps us continue to innovate and deliver exciting features.