forked from Archives/langchain
82baecc892
This PR adds * `ZeroShotAgent.as_sql_agent`, which returns an agent for interacting with a sql database. This builds off of `SQLDatabaseChain`. The main advantages are 1) answering general questions about the db, 2) access to a tool for double checking queries, and 3) recovering from errors * `ZeroShotAgent.as_json_agent` which returns an agent for interacting with json blobs. * Several examples in notebooks --------- Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
56 lines
1.5 KiB
Python
56 lines
1.5 KiB
Python
"""Test functionality of Python REPL."""
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from langchain.python import PythonREPL
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def test_python_repl() -> None:
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"""Test functionality when globals/locals are not provided."""
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repl = PythonREPL()
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# Run a simple initial command.
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repl.run("foo = 1")
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assert repl.locals is not None
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assert repl.locals["foo"] == 1
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# Now run a command that accesses `foo` to make sure it still has it.
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repl.run("bar = foo * 2")
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assert repl.locals is not None
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assert repl.locals["bar"] == 2
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def test_python_repl_no_previous_variables() -> None:
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"""Test that it does not have access to variables created outside the scope."""
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foo = 3 # noqa: F841
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repl = PythonREPL()
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output = repl.run("print(foo)")
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assert output == "name 'foo' is not defined"
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def test_python_repl_pass_in_locals() -> None:
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"""Test functionality when passing in locals."""
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_locals = {"foo": 4}
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repl = PythonREPL(_locals=_locals)
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repl.run("bar = foo * 2")
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assert repl.locals is not None
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assert repl.locals["bar"] == 8
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def test_functionality() -> None:
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"""Test correct functionality."""
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chain = PythonREPL()
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code = "print(1 + 1)"
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output = chain.run(code)
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assert output == "2\n"
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def test_function() -> None:
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"""Test correct functionality."""
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chain = PythonREPL()
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code = "def add(a, b): " " return a + b"
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output = chain.run(code)
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assert output == ""
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code = "print(add(1, 2))"
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output = chain.run(code)
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assert output == "3\n"
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