🌟 In this video, we'll delve into the world of Graph RAG, demonstrating how to implement it for free without using OpenAI API keys, utilizing Groq 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. 🖥️✨
📚 Topics Covered:
🔹 Introduction to GraphRAG and its advantages
🔹 Setting up Groq inference API and LM Studio
🔹 Integrating both tools for effective Graph RAG implementation
🔹 Running models without OpenAI API
🔍 Key Features include:
✅ Entity Extraction
✅ Hierarchy Extraction
✅ Graph Embedding
✅ Community Summarization
✅ Topic Detection
🔧 Setup Steps:
1️⃣ Install the Graph RAG package
2️⃣ Install LM Studio
3️⃣ Configure your Groq API keys and settings
4️⃣ Initialize your project
5️⃣ Upload and process data
6️⃣ Run queries to extract high-quality answers
📽️ Don't miss out! Click the link below to watch and transform your AI projects with Graph RAG.
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/ @neuralhackswithvasanth
Important Links:
Github Repo: github.com/Vas...
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Gmail: vasanth51430@gmail.com
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6 сен 2024
