FREE: GraphRAG AI Is INSANE!🧠🤖 Microsoft Knowledge Graph RAG Better Context Than Vetor Store RAG!

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FREE: GraphRAG Local Setup!🧠🤖 Microsoft Knowledge Graph RAG Better Context Than Vetor Store RAG!

PROMPTS:
pip install graphrag

Linux/Mac
export GRAPHRAG_API_KEY=XXXXXXXXXXXXXXX

Windows
setx GRAPHRAG_API_KEY "XXXXXXXXXXXXXXXXXXX"
setx OPENAI_API_KEY "XXXXXXXXXXXXXXXXXXX"

Initialize:

Input Data:

Query:

Books for testing:

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⏳ Timestamps
0:00 - Introduction: What is GraphRAG?
0:46 - Overview of GraphRAG by Microsoft
1:36 - GraphRAG GitHub Page and Documentation
2:04 - Understanding GraphRAG: Key Features and Differences
3:10 - Research Paper and Deep Dive
3:45 - FAQs: What is GraphRAG?
5:00 - GraphRAG Use Cases and Benefits
6:10 - Comparing GraphRAG to Vector Store RAG
8:05 - How to Install GraphRAG
13:20 - Setting Up GraphRAG: Step-by-Step Guide
14:20 - Environment Variables and Configuration
16:00 - Indexing Data with GraphRAG
19:25 - Troubleshooting Common Issues
20:30 - Global Search Method
23:50 - Local Search Method
25:55 - Final Thoughts on GraphRAG
27:00 - Additional Resources and Future Videos
27:45 - Closing Remarks and Call to Action
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appreciated . There doesn't seem to be enough time in the day to "learn it all" ha. My thoughts:
- graphRAG has potential but it's still too costly & labor intensive to get good results. It really depends on high quality entity creation. Also speed of retrieval seems a minus for most use-cases.
- vectorRAG has still my preference although it's currently limited by the quality of the data we put in and the labor it requires to inject global context awareness (trough meta-data or some kind of Parent <> Child system).

awakenwithoutcoffee