This multimodal agent analyzes uploaded videos and searches the web to answer questions about their content.
ragapp/ragapp vs Multi-agent Deep-research System
How do ragapp/ragapp and Multi-agent Deep-research System compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | ragapp/ragapp | Multi-agent Deep-research System |
|---|---|---|
| What it is | ragapp helps enterprises use retrieval augmented generation with AI agents. | This system searches the web and analyzes information with AI agents to generate research reports. |
| Website | ||
| Type | Open-source project | Online tool |
| Topic | ||
| Pricing | Not confirmed | Not confirmed |
| Platforms | Not recorded | Web |
| Open source | Yes | Not stated |
| Language | English | — |
| Alternatives |
Other options to consider
Sites similar to both ragapp/ragapp and Multi-agent Deep-research System.
OpenLens AI provides a multimodal agent for conducting scientific research.
This CrewAI research app searches for sources, summarizes their content, and returns the results in Markdown.
Agentset is an open-source RAG platform with citations, research features, file-format support, and an MCP server.
STORM - An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
Graphlit connects agents to data from services such as Slack, GitHub, and Jira through an API with semantic search.







