diff --git a/README.rst b/README.rst
new file mode 100644
index 0000000..61a0270
--- /dev/null
+++ b/README.rst
@@ -0,0 +1,181 @@
+SLY (Sly Lex-Yacc)
+==================
+
+SLY is a 100% Python implementation of the lex and yacc tools
+commonly used to write parsers and compilers.  Parsing is
+based on the same LALR(1) algorithm used by many yacc tools.
+Here are a few notable features:
+
+-  SLY provides *very* extensive error reporting and diagnostic 
+   information to assist in parser construction.  The original
+   implementation was developed for instructional purposes.  As
+   a result, the system tries to identify the most common types
+   of errors made by novice users.  
+
+-  SLY provides full support for empty productions, error recovery,
+   precedence specifiers, and moderately ambiguous grammars.
+
+-  SLY uses various Python metaprogramming features to specify
+   lexers and parsers.  There are no generated files or extra
+   steps involved. You simply write Python code and run it.
+
+-  SLY can be used to build parsers for "real" programming languages.
+   Although it is not ultra-fast due to its Python implementation,
+   SLY can be used to parse grammars consisting of several hundred
+   rules (as might be found for a language like C).  
+
+SLY originates from the `PLY project <http://www.dabeaz.com/ply/index.html>`_.
+However, it's been modernized a bit.  In fact, don't expect any code
+previously written for PLY to work. That said, most of the things 
+that were possible in PLY are also possible in SLY. 
+
+SLY is a modern library for performing lexing and parsing. It
+implements the LALR(1) parsing algorithm, commonly used for
+parsing and compiling various programming languages. 
+
+Requirements
+============
+
+SLY requires the use of Python 3.6 or greater.  Older versions
+of Python are not supported.
+
+An Example
+==========
+
+SLY is probably best illustrated by an example.  Here's what it
+looks like to write a parser that can evaluate simple arithmetic
+expressions and store variables:
+
+.. code::python
+
+    # -----------------------------------------------------------------------------
+    # calc.py
+    # -----------------------------------------------------------------------------
+
+    from sly import Lexer, Parser
+
+    class CalcLexer(Lexer):
+        tokens = { NAME, NUMBER, PLUS, TIMES, MINUS, DIVIDE, ASSIGN, LPAREN, RPAREN }
+        ignore = ' \t'
+
+        # Tokens
+        NAME = r'[a-zA-Z_][a-zA-Z0-9_]*'
+        NUMBER = r'\d+'
+
+        # Special symbols
+        PLUS = r'\+'
+        MINUS = r'-'
+        TIMES = r'\*'
+        DIVIDE = r'/'
+        ASSIGN = r'='
+        LPAREN = r'\('
+        RPAREN = r'\)'
+
+        # Ignored pattern
+        ignore_newline = r'\n+'
+
+        # Extra action for newlines
+        def ignore_newline(self, t):
+            self.lineno += t.value.count('\n')
+
+        def error(self, t):
+            print("Illegal character '%s'" % t.value[0])
+            self.index += 1
+
+    class CalcParser(Parser):
+        tokens = CalcLexer.tokens
+
+        precedence = (
+            ('left', PLUS, MINUS),
+            ('left', TIMES, DIVIDE),
+            ('right', UMINUS),
+            )
+
+        def __init__(self):
+            self.names = { }
+
+        @_('NAME ASSIGN expr')
+        def statement(self, p):
+            self.names[p.NAME] = p.expr
+
+        @_('expr')
+        def statement(self, p):
+            print(p.expr)
+
+        @_('expr PLUS expr')
+        def expr(self, p):
+            return p.expr0 + p.expr1
+
+        @_('expr MINUS expr')
+        def expr(self, p):
+            return p.expr0 - p.expr1
+
+        @_('expr TIMES expr')
+        def expr(self, p):
+            return p.expr0 * p.expr1
+
+        @_('expr DIVIDE expr')
+        def expr(self, p):
+            return p.expr0 / p.expr1
+
+        @_('MINUS expr %prec UMINUS')
+        def expr(self, p):
+            return -p.expr
+
+        @_('LPAREN expr RPAREN')
+        def expr(self, p):
+            return p.expr
+
+        @_('NUMBER')
+        def expr(self, p):
+            return int(p.NUMBER)
+
+        @_('NAME')
+        def expr(self, p):
+            try:
+                return self.names[p.NAME]
+            except LookupError:
+                print(f'Undefined name {p.NAME!r}')
+                return 0
+
+    if __name__ == '__main__':
+        lexer = CalcLexer()
+        parser = CalcParser()
+        while True:
+            try:
+                text = input('calc > ')
+            except EOFError:
+                break
+            if text:
+                parser.parse(lexer.tokenize(text))
+
+Documentation
+=============
+
+Further documentation can be found at `https://sly.readthedocs.io/en/latest <https://sly.readthedocs.io/en/latest>`_.
+
+Resources
+=========
+
+For a detailed overview of parsing theory, consult the excellent
+book "Compilers : Principles, Techniques, and Tools" by Aho, Sethi, and
+Ullman.  The topics found in "Lex & Yacc" by Levine, Mason, and Brown
+may also be useful.
+
+The GitHub page for SLY can be found at:
+
+     ``https://github.com/dabeaz/sly``
+
+Please direct bug reports and pull requests to the GitHub page.
+To contact me directly, send email to dave@dabeaz.com or contact
+me on Twitter (@dabeaz).
+ 
+-- Dave
+
+P.S.
+====
+You should come take a `course <https://www.dabeaz.com/courses.html>`_!
+
+
+
+