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V1 docs push (#86)

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* updated docs (again)

* updated the LLMs section, prompt processing section and the RAG section of the docs

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Co-authored-by: Salman Paracha <salmanparacha@MacBook-Pro-261.local>
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docs/source/configuration_reference.rst
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@ -2,7 +2,7 @@ Configuration Reference
============================
The following is a complete reference of the prompt-conifg.yml that controls the behavior of an Arch gateway.
We've kept things simple (less than 100 lines) and held off on exposing additional functionality (for e.g. suppporting
We've kept things simple (less than 80 lines) and held off on exposing additional functionality (for e.g. suppporting
push observability stats, managing prompt-endpoints as virtual cluster, exposing more load balancing options, etc). Our
belief that the simple things, should be simple. So we offert good defaults for developers, so that they can spend more
of their time in building features unique to their AI experience.