Update index search documentation

[delucchi-cmu]

Closes #716
Closes #664
Closes #673

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[github-actions]

Before [9c72e6c]	After [b57d8c2]	Ratio	Benchmark (Parameter)
13.0±0.3ms	13.2±0.2ms	1.01	benchmarks.time_box_filter_on_partition
6.41±0.01s	6.38±0.03s	1	benchmarks.time_create_large_catalog
81.2±0.7ms	80.8±0.8ms	1	benchmarks.time_kdtree_crossmatch
952±8ms	941±7ms	0.99	benchmarks.time_create_midsize_catalog
27.3±0.7ms	26.2±0.5ms	0.96	benchmarks.time_polygon_search

Click here to view all benchmarks.

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 97.44%. Comparing base (9c72e6c) to head (809a511).
⚠️ Report is 204 commits behind head on main.

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #775   +/-   ##
=======================================
  Coverage   97.44%   97.44%           
=======================================
  Files          54       54           
  Lines        2461     2461           
=======================================
  Hits         2398     2398           
  Misses         63       63           

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[delucchi-cmu]

Rendered preview of id search: https://lsdb--775.org.readthedocs.build/en/775/tutorials/pre_executed/index_table.html

[gitosaurus]

LGTM!