docs: templates updated titles (#25646)

Updated titles into a consistent format. 
Fixed links to the diagrams.
Fixed typos.
Note: The Templates menu in the navbar is now sorted by the file names.
I'll try sorting the navbar menus by the page titles, not the page file
names.
This commit is contained in:
Leonid Ganeline
2024-08-23 01:19:38 -07:00
committed by GitHub
parent 1b2ae40d45
commit 163ef35dd1
106 changed files with 366 additions and 344 deletions

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@@ -1,6 +1,8 @@
# rag-semi-structured
# RAG - Unstructured - semi-structured
This template performs RAG on semi-structured data, such as a PDF with text and tables.
This template performs RAG on `semi-structured data`, such as a PDF with text and tables.
It uses the `unstructured` parser to extract the text and tables from the PDF and then uses the LLM to generate queries based on the user input.
See [this cookbook](https://github.com/langchain-ai/langchain/blob/master/cookbook/Semi_Structured_RAG.ipynb) as a reference.