Structured JSON Output from LLM RAG on Local CPU [Weaviate, Llama.cpp, Haystack]

I explain how to get structured JSON output from LLM RAG running using Haystack API on top of Llama.cpp. Vector embeddings are stored in Weaviate database, the same as in my previous video. When extracting data, a structured JSON response is preferred because we are not interested in additional descriptions.

Invoice Data Processing with Llama2 13B LLM RAG on Local CPU [Weaviate, Llama.cpp, Haystack]:
https://www.youtube.com/watch?v=XuvdgCuydsM

GitHub repo:
https://github.com/katanaml/llm-rag-invoice-cpu

0:00 Intro
0:55 Prompts
5:18 Summary

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api cpp cpu data database embeddings haystack json llama llm llm rag rag running vector vector embeddings video weaviate