Update Readme

[NolanTrem]

Important

Update README.md with new sections, installation instructions, and reorganized resources for R2R.

• Content Updates:
  • Added sections for "SciPhi Cloud" and "Self Hosting" with installation instructions.
  • Updated key features to include support for over 26 file types and enhanced descriptions for Hybrid Search and Knowledge Graphs.
  • Reorganized "Resources and Cookbooks" section with updated links and descriptions.
• Links and References:
  • Added links to "Self Hosting Installation" and "API & SDKs".
  • Updated links for existing features and resources to reflect new documentation structure.

^{This description was created by for 7aaeee9. It will automatically update as commits are pushed.}

[ellipsis-dev]

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1. py/README.md:41

• Draft comment:
  The link for 'Multimodal Ingestion' is incorrect. It should be updated to point to the correct documentation page.
• Reason this comment was not posted:
  Comment looked like it was already resolved.

2. py/README.md:42

• Draft comment:
  The link for 'Hybrid Search' is incorrect. It should be updated to point to the correct documentation page.
• Reason this comment was not posted:
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3. py/README.md:43

• Draft comment:
  The link for 'Knowledge Graphs' is incorrect. It should be updated to point to the correct documentation page.
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4. py/README.md:44

• Draft comment:
  The link for 'User Management' is incorrect. It should be updated to point to the correct documentation page.
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5. py/README.md:45

• Draft comment:
  The link for 'Observability' is incorrect. It should be updated to point to the correct documentation page.
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6. py/README.md:46

• Draft comment:
  The link for 'Configuration' is incorrect. It should be updated to point to the correct documentation page.
• Reason this comment was not posted:
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7. py/README.md:47

• Draft comment:
  The link for 'Dashboard' is incorrect. It should be updated to point to the correct documentation page.
• Reason this comment was not posted:
  Comment looked like it was already resolved.

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1. py/README.md:100

• Draft comment:

# Contributing

• Reason this comment was not posted:
  Confidence changes required: 50%
  The change from a single '#' to '##' for the 'Contributing' section header is inconsistent with the rest of the document's structure, where top-level sections use a single '#'.

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1. py/README.md:1

• Draft comment:
  The badges section was removed and then re-added without any changes. Consider removing the redundant deletion and re-addition to keep the commit clean.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The badges section was removed and then re-added without any changes. This is redundant and unnecessary.

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[ellipsis-dev]

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1. py/README.md:22

• Draft comment:
  The <br /> tag here is unnecessary and inconsistent with the removal of a similar tag later. Consider removing it for consistency.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The added <br /> tag is unnecessary and inconsistent with the removal of a similar tag later in the file.

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[ellipsis-dev]

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1. py/README.md:51

• Draft comment:
  Redundant "SciPhi Cloud" link removed, improving readability. No issues found.
• Reason this comment was not posted:
  Confidence changes required: 0%
  The PR description mentions adding sections for "SciPhi Cloud" and "Self Hosting" with installation instructions. The change in the diff is consistent with this description, but the removal of the redundant "SciPhi Cloud" link is not explicitly mentioned. This change is logical and improves the readability of the README.

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