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Notebooks & Example Apps for Search & AI Applications with Elasticsearch

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This PR contains another example for showing how to build a RAG system using Llama3 (executed in Google Colab), LangChain and Elasticsearch. The use case shows how to extend the...

Raise awareness for the semantic_text field type in the notebooks related to chunking.

DO NOT MERGE

I've built a Streamlit based RAG pipeline workbench that lets developers experiment using different prompt techniques, LLMs, model temperatures, and document chunking approaches. The results are objectively measured and compared...

I have built a notebook to demonstrate how to fetch surrounding chunks within Elasticsearch. This is not the only way to do it, but it is definitely a valid approach....

Notebook for RAG with Llama 3 open-source and Elastic using Llamaindex and Langchain.

The blog in progress at https://github.com/elastic/search-labs-elastic-co/pull/1254 makes reference to sample data, which we are including here.