ragleap

ragleap/ragleap-core

Open-source AI employees that ask before they act. 46 business roles, approval-gated autonomy, sandboxed code, Graph RAG on your own documents, WhatsApp/Telegram/Discord, Gemini, Anthropic, Ollama and 15 more LLM providers. Self-hosted, MIT.

9 good first / help-wanted issues · Python · last activity Oct 21, 2026

agentic-ai ai-agents ai-business-manager ai-employees autonomous-agents business-automation database-integration human-in-the-loop java knowledge-graphs llm-agents mcp n8n ollama open-source python rag-pipeline self-hosted voice-ai workflow-automation
9 Open Issues Need Help Last updated: Oct 21, 2026

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ragleap/ragleap-core
19

Open-source AI employees that ask before they act. 46 business roles, approval-gated autonomy, sandboxed code, Graph RAG on your own documents, WhatsApp/Telegram/Discord, Gemini, Anthropic, Ollama and 15 more LLM providers. Self-hosted, MIT.

Python
#agentic-ai#ai-agents#ai-business-manager#ai-employees#autonomous-agents#business-automation#database-integration#human-in-the-loop#java#knowledge-graphs#llm-agents#mcp#n8n#ollama#open-source#python#rag-pipeline#self-hosted#voice-ai#workflow-automation
ragleap/ragleap-core
19

Open-source AI employees that ask before they act. 46 business roles, approval-gated autonomy, sandboxed code, Graph RAG on your own documents, WhatsApp/Telegram/Discord, Gemini, Anthropic, Ollama and 15 more LLM providers. Self-hosted, MIT.

Python
#agentic-ai#ai-agents#ai-business-manager#ai-employees#autonomous-agents#business-automation#database-integration#human-in-the-loop#java#knowledge-graphs#llm-agents#mcp#n8n#ollama#open-source#python#rag-pipeline#self-hosted#voice-ai#workflow-automation
ragleap/ragleap-core
19

Open-source AI employees that ask before they act. 46 business roles, approval-gated autonomy, sandboxed code, Graph RAG on your own documents, WhatsApp/Telegram/Discord, Gemini, Anthropic, Ollama and 15 more LLM providers. Self-hosted, MIT.

Python
#agentic-ai#ai-agents#ai-business-manager#ai-employees#autonomous-agents#business-automation#database-integration#human-in-the-loop#java#knowledge-graphs#llm-agents#mcp#n8n#ollama#open-source#python#rag-pipeline#self-hosted#voice-ai#workflow-automation
ragleap/ragleap-core
19

Open-source AI employees that ask before they act. 46 business roles, approval-gated autonomy, sandboxed code, Graph RAG on your own documents, WhatsApp/Telegram/Discord, Gemini, Anthropic, Ollama and 15 more LLM providers. Self-hosted, MIT.

Python
#agentic-ai#ai-agents#ai-business-manager#ai-employees#autonomous-agents#business-automation#database-integration#human-in-the-loop#java#knowledge-graphs#llm-agents#mcp#n8n#ollama#open-source#python#rag-pipeline#self-hosted#voice-ai#workflow-automation
ragleap/ragleap-core
19

Open-source AI employees that ask before they act. 46 business roles, approval-gated autonomy, sandboxed code, Graph RAG on your own documents, WhatsApp/Telegram/Discord, Gemini, Anthropic, Ollama and 15 more LLM providers. Self-hosted, MIT.

Python
#agentic-ai#ai-agents#ai-business-manager#ai-employees#autonomous-agents#business-automation#database-integration#human-in-the-loop#java#knowledge-graphs#llm-agents#mcp#n8n#ollama#open-source#python#rag-pipeline#self-hosted#voice-ai#workflow-automation
ragleap/ragleap-core
19

Open-source AI employees that ask before they act. 46 business roles, approval-gated autonomy, sandboxed code, Graph RAG on your own documents, WhatsApp/Telegram/Discord, Gemini, Anthropic, Ollama and 15 more LLM providers. Self-hosted, MIT.

Python
#agentic-ai#ai-agents#ai-business-manager#ai-employees#autonomous-agents#business-automation#database-integration#human-in-the-loop#java#knowledge-graphs#llm-agents#mcp#n8n#ollama#open-source#python#rag-pipeline#self-hosted#voice-ai#workflow-automation
ragleap/ragleap-core
19

Open-source AI employees that ask before they act. 46 business roles, approval-gated autonomy, sandboxed code, Graph RAG on your own documents, WhatsApp/Telegram/Discord, Gemini, Anthropic, Ollama and 15 more LLM providers. Self-hosted, MIT.

Python
#agentic-ai#ai-agents#ai-business-manager#ai-employees#autonomous-agents#business-automation#database-integration#human-in-the-loop#java#knowledge-graphs#llm-agents#mcp#n8n#ollama#open-source#python#rag-pipeline#self-hosted#voice-ai#workflow-automation
ragleap/ragleap-core
19

Open-source AI employees that ask before they act. 46 business roles, approval-gated autonomy, sandboxed code, Graph RAG on your own documents, WhatsApp/Telegram/Discord, Gemini, Anthropic, Ollama and 15 more LLM providers. Self-hosted, MIT.

Python
#agentic-ai#ai-agents#ai-business-manager#ai-employees#autonomous-agents#business-automation#database-integration#human-in-the-loop#java#knowledge-graphs#llm-agents#mcp#n8n#ollama#open-source#python#rag-pipeline#self-hosted#voice-ai#workflow-automation
ragleap/ragleap-core
19

Open-source AI employees that ask before they act. 46 business roles, approval-gated autonomy, sandboxed code, Graph RAG on your own documents, WhatsApp/Telegram/Discord, Gemini, Anthropic, Ollama and 15 more LLM providers. Self-hosted, MIT.

Python
#agentic-ai#ai-agents#ai-business-manager#ai-employees#autonomous-agents#business-automation#database-integration#human-in-the-loop#java#knowledge-graphs#llm-agents#mcp#n8n#ollama#open-source#python#rag-pipeline#self-hosted#voice-ai#workflow-automation