Is it possible to use my strategy, coded in Python, to execute my trades. If so, what should be the setup that I should use. Is there some API documentation that I can go through?
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It is possible, but indirectly. Most trading backend vendors do not have direct Python API wrappers, for instance, Zerodha’s vendor, Omnesys.
The way forward would be to use the .Net/C# or C++ API, build a Python wrapper around it, and then build you trading system in Python. Building such a wrapper may not be trivial though.
Does same apply to Java?
yes, similar case with Java