Explore building an intuitive Streamlit frontend for our GraphRAG application! This tutorial shows how to create a user-friendly interface that connects seamlessly with our FastAPI backend, delivering powerful graph-based RAG capabilities through a clean, containerized web application. Medium Article on the video: https://medium.com/ai-advances/graphrag-with-neo4j-building-and-langchain-building-streamlit-ui-to-consume-backend-api-9e88f8370ce8 Git Repo: https://github.com/Princekrampah/neo4j_graphrag_tutorial ⚡ Key Topics: Streamlit application architecture & best practices Docker containerization & multi-container orchestration Frontend-backend integration patterns Building intuitive chat interfaces Error handling & user experience optimization Perfect for developers looking to complete their full-stack GraphRAG journey. Learn to build production-ready AI interfaces that leverage the power of graph databases. 🎓 Part of the Full-Stack GraphRAG Application Series 📝 Created by Code With Prince 💡 Previous Videos in Series: https://www.youtube.com/playlist?list=PLU7aW4OZeUzxaHn6exh8aijLEf-src84S Git Repo: https://github.com/Princekrampah/neo4j_graphrag_tutorial Medium Articles: First video's article: https://medium.com/ai-advances/building-a-graphrag-from-scratch-neo4j-csv-integration-step-by-step-3a1e5b43c239 Second video's article: https://medium.com/ai-advances/building-an-extract-transform-and-load-pipeline-etl-for-neo4j-graphrag-application-part-2-123be950946e Third video's article: https://medium.com/ai-advances/learning-the-basics-of-langchain-for-neo4j-graphrag-application-part-3-d32ad8d47fc5 Forth video article: https://medium.com/ai-advances/natural-language-to-cypher-with-agentic-ai-part-04-a269a959bb8c Fifth video's article: https://medium.com/ai-advances/agentic-graphrag-with-neo4j-and-langchain-ce03b344149c Sixth video's article: https://medium.com/ai-advances/graphrag-with-neo4j-building-containerized-chatbot-backend-api-service-4855e6b66d46 Buy me a coffee: https://www.buymeacoffee.com/princez3 Follow me on social media: Discord community server: https://discord.gg/xpyUaEppzU twitter: https://twitter.com/Prince_krampah Channel main page: https://www.youtube.com/c/CodeWithPrince Hope you enjoy today's video. Please show your love and support by just liking and subscribing to the channel so we can grow a strong and powerful community. Activate the 🔔 beside the subscribe button to get the notification!📩 If you have any questions or requests feel free to leave them in the comments below. Thank you for watching and see you in the next video!!