GraphRAG Ollama: 100% Local Setup, Keeping your Data Private

Publié le: 05 juillet 2024
sur la chaîne: Mervin Praison

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🌟 Welcome to our channel! 🌟
In this video, we'll delve into the world of Graph RAG, demonstrating how to implement it using oLlama and LM Studio. You'll learn how to convert chunks of data into structured entities and relationships, improving the performance of your language model responses. This comprehensive tutorial will guide you through each step, ensuring you can set up and run GraphRAG locally on your computer. 🖥️✨ GraphRAG Ollama: 100% Local Setup, Keeping your Data Private

📚 Topics Covered:
Introduction to GraphRAG and its advantages
Setting up oLlama and LM Studio
Integrating both tools for effective Graph RAG implementation
Running models locally to keep your data private
Troubleshooting and optimising the setup for better performance

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📅 Timestamps:
0:00 - Introduction to GraphRAG
1:00 - Downloading and Setting Up Ollama & LM Studio
2:50 - Configuring Models and Embeddings
4:25 - Indexing Data with GraphRAG
7:20 - Querying Data: Global Search
8:20 - Local Search Issue

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