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docs: templates updated titles (#25646)

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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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templates/self-query-qdrant/README.md
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# self-query-qdrant
# Self-query - Qdrant
This template performs [self-querying](https://python.langchain.com/docs/modules/data_connection/retrievers/self_query/)
using Qdrant and OpenAI. By default, it uses an artificial dataset of 10 documents, but you can replace it with your own dataset.
``using `Qdrant` and OpenAI. By default, it uses an artificial dataset of 10 documents, but you can replace it with your own dataset.
``
## Environment Setup
Set the `OPENAI_API_KEY` environment variable to access the OpenAI models.