I am searching for a Python API documentation for FAISS, unable to find it. The wiki page says the python translation is very close to the C++ classes whose documentation can be found here
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The Python version of Faiss contains just wrappers to the C++ functions (generated with Swig), so the Python functions match the C++ ones. From their wiki:
You can use their "getting stated" page, which contains Python examples, as well as their "Python-C++ code-snippets" page, which contains links to jupyter notebooks with sample Python code.