Build an On-Premises AI Kaggle Competition Assistant with Qdrant RAG and Ollama
n8n template #3967Summary
Use templateLLM/RAG Kaggle Development Assistant An on-premises, domain-specific AI assistant for Kaggle (tested on binary disaster-tweet classification), combining LLM, an n8n workflow engine, and Qdrant-backed Retrieval-Augmented Generation (RAG). Deploy via containerized starter kit. Needs high end GPU support or patience. Initial chat should contain guidelines on what to to produce and the challenge guidelines. Features Coding Assistance • "Real"-time Python code recommendations, debugging help, and data-science best practices • Multi-turn conversational context Workflow Automation • n8n orchestration for LLM calls, document ingestion, and external API integrations Retrieval-Augmented Generation (RA
Hand off to your agent
Prompt
Help me set up the n8n workflow "Build an On-Premises AI Kaggle Competition Assistant with Qdrant RAG and Ollama" (https://n8n.io/workflows/3967). It uses: AI Agent, Summarization Chain, Ollama Chat Model, Ollama Model, Simple Memory, Recursive Character Text Splitter, Default Data Loader, Qdrant Vector Store, Embeddings Ollama, Vector Store Question Answer Tool. Import the template JSON into my n8n instance, list every credential I need to create, and walk me through testing it.
Paste into Claude Code and it will do the rest.
Apps and nodes
AI AgentSummarization ChainOllama Chat ModelOllama ModelSimple MemoryRecursive Character Text SplitterDefault Data LoaderQdrant Vector StoreEmbeddings OllamaVector Store Question Answer Tool
Similar workflows
NameViews
- Create a Private Document Q&A System with Llama3, Postgres, Qdrant and Google Drive343
- Local Chatbot with Retrieval Augmented Generation (RAG)29K
- Scale Deal Flow with a Pitch Deck AI Vision, Chatbot and QDrant Vector Store6,822
- AI YouTube Playlist & Video Analyst Chatbot2,107
- Building Your First WhatsApp Chatbot332K
- RAG Chatbot for Company Documents using Google Drive and Gemini95K
- AI Voice Chatbot with ElevenLabs & OpenAI for Customer Service and Restaurants62K
- Complete business WhatsApp AI-Powered RAG Chatbot using OpenAI35K