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GenAI RAG with LlamaIndex, Ollama and Elasticsearch
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Introduction (2:42)
What We Are Going to Build (2:01)
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Project Architecture (2:40)
GitHub Repo Explained (2:58)
Step-by-Step Process (6:05)
Terms You Find Often (9:16)
LlamaIndex Explained (3:46)
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What is Ollama (3:19)
Ollama Setup & Testing (4:34)
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Standup Infrastructure (3:22)
Show Local Processing (3:00)
Explain the API (5:36)
Explain the API Text Extraction (4:41)
Explain the Embedding (6:54)
Explain Problem with JSON Creation (2:56)
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Streamlit Code Explained (7:57)
Search with Filter by User (6:54)
Do Semantic Queries (8:32)
The Biggest Problem with RAG (3:30)
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How This Will Look in the Real World (5:37)
Great YouTube Videos About Real-World Use Cases (2:53)
Explain the API Text Extraction
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