Ragapp

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Ragapp is an AI Agents & Automation tool that simplifies the deployment of Agentic RAG in enterprise environments. It offers a configuration process similar to OpenAI's custom GPTs and is deployable in your own cloud infrastructure using Docker.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is ragapp?

Ragapp provides the easiest way to implement Agentic RAG (Retrieval-Augmented Generation) within any enterprise setting. It is designed for straightforward configuration, mirroring the user-friendly experience of OpenAI's custom GPTs, but with the added benefit of being deployable directly into your own cloud infrastructure using Docker. Built upon LlamaIndex, Ragapp supports both hosted AI models like OpenAI and Gemini, as well as local models via Ollama. The tool exposes an Admin UI for configuration, a Chat UI for interaction, and an API for programmatic access. It emphasizes security by integrating with existing API Gateways for authentication and plans to support authorization based on access tokens in future versions. Deployment is flexible, offering Docker Compose setups (with Ollama and Qdrant, or multiple RAGapps with a management UI) and upcoming Kubernetes support.

Best used for

Ideal for developers and data scientists who need to quickly deploy agentic RAG applications, integrate various AI models, and manage their AI workflows. Especially valuable for enterprises seeking to leverage custom RAG solutions within their own cloud infrastructure with robust deployment options.

Common actions

deploy AI agents

build RAG applications

integrate AI models

manage AI workflows

face swapping"AI Agents"github copilotlow-code/no-codeopen-sourcedeepfakeworkflowscollaborationautomated workflow

Capabilities

Key features

Agentic RAG deployment
Docker-based deployment
Admin/Chat UIs
API access
Supports OpenAI/Gemini/Ollama
LlamaIndex-based

Target Audience

developerdata scientistproduct managerstartup founder

Integrations

openaigoogle-geminiollama

Pricing & Plans

Open Source

Free

FAQs

What kind of AI models does Ragapp support?

Ragapp is designed to be flexible, supporting hosted AI models such as OpenAI and Google Gemini. Additionally, it allows for the use of local models through Ollama, providing options for various deployment and privacy needs.

How does Ragapp handle authentication and security?

By design, the Ragapp container itself does not include an authentication layer. It is intended to be used in conjunction with an API Gateway, which handles routing and authentication. Future versions will support authorization via access tokens.

What are the deployment options for Ragapp?

Ragapp can be easily deployed using Docker. It offers Docker Compose configurations for setups with Ollama and Qdrant, or multiple RAGapps with a management UI. Kubernetes deployment descriptors are also planned for future releases.

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AI Frameworks & Infra Chatbots & Conversational AI Workflow Agents Personal Assistants RAG & Document AI Voice Agents

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