Add .gitignore file and update skills package

.gitignore

@@ -0,0 +1,3 @@
+audio
+.DS_Store
+.env

.pylintrc

@@ -0,0 +1,642 @@
+[MAIN]
+
+# Analyse import fallback blocks. This can be used to support both Python 2 and
+# 3 compatible code, which means that the block might have code that exists
+# only in one or another interpreter, leading to false positives when analysed.
+analyse-fallback-blocks=no
+
+# Clear in-memory caches upon conclusion of linting. Useful if running pylint
+# in a server-like mode.
+clear-cache-post-run=no
+
+# Load and enable all available extensions. Use --list-extensions to see a list
+# all available extensions.
+#enable-all-extensions=
+
+# In error mode, messages with a category besides ERROR or FATAL are
+# suppressed, and no reports are done by default. Error mode is compatible with
+# disabling specific errors.
+#errors-only=
+
+# Always return a 0 (non-error) status code, even if lint errors are found.
+# This is primarily useful in continuous integration scripts.
+#exit-zero=
+
+# A comma-separated list of package or module names from where C extensions may
+# be loaded. Extensions are loading into the active Python interpreter and may
+# run arbitrary code.
+extension-pkg-allow-list=
+
+# A comma-separated list of package or module names from where C extensions may
+# be loaded. Extensions are loading into the active Python interpreter and may
+# run arbitrary code. (This is an alternative name to extension-pkg-allow-list
+# for backward compatibility.)
+extension-pkg-whitelist=
+
+# Return non-zero exit code if any of these messages/categories are detected,
+# even if score is above --fail-under value. Syntax same as enable. Messages
+# specified are enabled, while categories only check already-enabled messages.
+fail-on=
+
+# Specify a score threshold under which the program will exit with error.
+fail-under=10
+
+# Interpret the stdin as a python script, whose filename needs to be passed as
+# the module_or_package argument.
+#from-stdin=
+
+# Files or directories to be skipped. They should be base names, not paths.
+ignore=CVS
+
+# Add files or directories matching the regular expressions patterns to the
+# ignore-list. The regex matches against paths and can be in Posix or Windows
+# format. Because '\\' represents the directory delimiter on Windows systems,
+# it can't be used as an escape character.
+ignore-paths=
+
+# Files or directories matching the regular expression patterns are skipped.
+# The regex matches against base names, not paths. The default value ignores
+# Emacs file locks
+ignore-patterns=^\.#
+
+# List of module names for which member attributes should not be checked
+# (useful for modules/projects where namespaces are manipulated during runtime
+# and thus existing member attributes cannot be deduced by static analysis). It
+# supports qualified module names, as well as Unix pattern matching.
+ignored-modules=
+
+# Python code to execute, usually for sys.path manipulation such as
+# pygtk.require().
+#init-hook=
+
+# Use multiple processes to speed up Pylint. Specifying 0 will auto-detect the
+# number of processors available to use, and will cap the count on Windows to
+# avoid hangs.
+jobs=1
+
+# Control the amount of potential inferred values when inferring a single
+# object. This can help the performance when dealing with large functions or
+# complex, nested conditions.
+limit-inference-results=100
+
+# List of plugins (as comma separated values of python module names) to load,
+# usually to register additional checkers.
+load-plugins=
+
+# Pickle collected data for later comparisons.
+persistent=yes
+
+# Minimum Python version to use for version dependent checks. Will default to
+# the version used to run pylint.
+py-version=3.12
+
+# Discover python modules and packages in the file system subtree.
+recursive=no
+
+# Add paths to the list of the source roots. Supports globbing patterns. The
+# source root is an absolute path or a path relative to the current working
+# directory used to determine a package namespace for modules located under the
+# source root.
+source-roots=
+
+# When enabled, pylint would attempt to guess common misconfiguration and emit
+# user-friendly hints instead of false-positive error messages.
+suggestion-mode=yes
+
+# Allow loading of arbitrary C extensions. Extensions are imported into the
+# active Python interpreter and may run arbitrary code.
+unsafe-load-any-extension=no
+
+# In verbose mode, extra non-checker-related info will be displayed.
+#verbose=
+
+
+[BASIC]
+
+# Naming style matching correct argument names.
+argument-naming-style=snake_case
+
+# Regular expression matching correct argument names. Overrides argument-
+# naming-style. If left empty, argument names will be checked with the set
+# naming style.
+#argument-rgx=
+
+# Naming style matching correct attribute names.
+attr-naming-style=snake_case
+
+# Regular expression matching correct attribute names. Overrides attr-naming-
+# style. If left empty, attribute names will be checked with the set naming
+# style.
+#attr-rgx=
+
+# Bad variable names which should always be refused, separated by a comma.
+bad-names=foo,
+          bar,
+          baz,
+          toto,
+          tutu,
+          tata
+
+# Bad variable names regexes, separated by a comma. If names match any regex,
+# they will always be refused
+bad-names-rgxs=
+
+# Naming style matching correct class attribute names.
+class-attribute-naming-style=any
+
+# Regular expression matching correct class attribute names. Overrides class-
+# attribute-naming-style. If left empty, class attribute names will be checked
+# with the set naming style.
+#class-attribute-rgx=
+
+# Naming style matching correct class constant names.
+class-const-naming-style=UPPER_CASE
+
+# Regular expression matching correct class constant names. Overrides class-
+# const-naming-style. If left empty, class constant names will be checked with
+# the set naming style.
+#class-const-rgx=
+
+# Naming style matching correct class names.
+class-naming-style=PascalCase
+
+# Regular expression matching correct class names. Overrides class-naming-
+# style. If left empty, class names will be checked with the set naming style.
+#class-rgx=
+
+# Naming style matching correct constant names.
+const-naming-style=UPPER_CASE
+
+# Regular expression matching correct constant names. Overrides const-naming-
+# style. If left empty, constant names will be checked with the set naming
+# style.
+#const-rgx=
+
+# Minimum line length for functions/classes that require docstrings, shorter
+# ones are exempt.
+docstring-min-length=-1
+
+# Naming style matching correct function names.
+function-naming-style=snake_case
+
+# Regular expression matching correct function names. Overrides function-
+# naming-style. If left empty, function names will be checked with the set
+# naming style.
+#function-rgx=
+
+# Good variable names which should always be accepted, separated by a comma.
+good-names=i,
+           j,
+           k,
+           ex,
+           Run,
+           _
+
+# Good variable names regexes, separated by a comma. If names match any regex,
+# they will always be accepted
+good-names-rgxs=
+
+# Include a hint for the correct naming format with invalid-name.
+include-naming-hint=no
+
+# Naming style matching correct inline iteration names.
+inlinevar-naming-style=any
+
+# Regular expression matching correct inline iteration names. Overrides
+# inlinevar-naming-style. If left empty, inline iteration names will be checked
+# with the set naming style.
+#inlinevar-rgx=
+
+# Naming style matching correct method names.
+method-naming-style=snake_case
+
+# Regular expression matching correct method names. Overrides method-naming-
+# style. If left empty, method names will be checked with the set naming style.
+#method-rgx=
+
+# Naming style matching correct module names.
+module-naming-style=snake_case
+
+# Regular expression matching correct module names. Overrides module-naming-
+# style. If left empty, module names will be checked with the set naming style.
+#module-rgx=
+
+# Colon-delimited sets of names that determine each other's naming style when
+# the name regexes allow several styles.
+name-group=
+
+# Regular expression which should only match function or class names that do
+# not require a docstring.
+no-docstring-rgx=^_
+
+# List of decorators that produce properties, such as abc.abstractproperty. Add
+# to this list to register other decorators that produce valid properties.
+# These decorators are taken in consideration only for invalid-name.
+property-classes=abc.abstractproperty
+
+# Regular expression matching correct type alias names. If left empty, type
+# alias names will be checked with the set naming style.
+#typealias-rgx=
+
+# Regular expression matching correct type variable names. If left empty, type
+# variable names will be checked with the set naming style.
+#typevar-rgx=
+
+# Naming style matching correct variable names.
+variable-naming-style=snake_case
+
+# Regular expression matching correct variable names. Overrides variable-
+# naming-style. If left empty, variable names will be checked with the set
+# naming style.
+#variable-rgx=
+
+
+[CLASSES]
+
+# Warn about protected attribute access inside special methods
+check-protected-access-in-special-methods=no
+
+# List of method names used to declare (i.e. assign) instance attributes.
+defining-attr-methods=__init__,
+                      __new__,
+                      setUp,
+                      asyncSetUp,
+                      __post_init__
+
+# List of member names, which should be excluded from the protected access
+# warning.
+exclude-protected=_asdict,_fields,_replace,_source,_make,os._exit
+
+# List of valid names for the first argument in a class method.
+valid-classmethod-first-arg=cls
+
+# List of valid names for the first argument in a metaclass class method.
+valid-metaclass-classmethod-first-arg=mcs
+
+
+[DESIGN]
+
+# List of regular expressions of class ancestor names to ignore when counting
+# public methods (see R0903)
+exclude-too-few-public-methods=
+
+# List of qualified class names to ignore when counting class parents (see
+# R0901)
+ignored-parents=
+
+# Maximum number of arguments for function / method.
+max-args=5
+
+# Maximum number of attributes for a class (see R0902).
+max-attributes=7
+
+# Maximum number of boolean expressions in an if statement (see R0916).
+max-bool-expr=5
+
+# Maximum number of branch for function / method body.
+max-branches=12
+
+# Maximum number of locals for function / method body.
+max-locals=15
+
+# Maximum number of parents for a class (see R0901).
+max-parents=7
+
+# Maximum number of public methods for a class (see R0904).
+max-public-methods=20
+
+# Maximum number of return / yield for function / method body.
+max-returns=6
+
+# Maximum number of statements in function / method body.
+max-statements=50
+
+# Minimum number of public methods for a class (see R0903).
+min-public-methods=2
+
+
+[EXCEPTIONS]
+
+# Exceptions that will emit a warning when caught.
+overgeneral-exceptions=builtins.BaseException,builtins.Exception
+
+
+[FORMAT]
+
+# Expected format of line ending, e.g. empty (any line ending), LF or CRLF.
+expected-line-ending-format=
+
+# Regexp for a line that is allowed to be longer than the limit.
+ignore-long-lines=^\s*(# )?<?https?://\S+>?$
+
+# Number of spaces of indent required inside a hanging or continued line.
+indent-after-paren=4
+
+# String used as indentation unit. This is usually "    " (4 spaces) or "\t" (1
+# tab).
+indent-string='    '
+
+# Maximum number of characters on a single line.
+max-line-length=100
+
+# Maximum number of lines in a module.
+max-module-lines=1000
+
+# Allow the body of a class to be on the same line as the declaration if body
+# contains single statement.
+single-line-class-stmt=no
+
+# Allow the body of an if to be on the same line as the test if there is no
+# else.
+single-line-if-stmt=no
+
+
+[IMPORTS]
+
+# List of modules that can be imported at any level, not just the top level
+# one.
+allow-any-import-level=
+
+# Allow explicit reexports by alias from a package __init__.
+allow-reexport-from-package=no
+
+# Allow wildcard imports from modules that define __all__.
+allow-wildcard-with-all=no
+
+# Deprecated modules which should not be used, separated by a comma.
+deprecated-modules=
+
+# Output a graph (.gv or any supported image format) of external dependencies
+# to the given file (report RP0402 must not be disabled).
+ext-import-graph=
+
+# Output a graph (.gv or any supported image format) of all (i.e. internal and
+# external) dependencies to the given file (report RP0402 must not be
+# disabled).
+import-graph=
+
+# Output a graph (.gv or any supported image format) of internal dependencies
+# to the given file (report RP0402 must not be disabled).
+int-import-graph=
+
+# Force import order to recognize a module as part of the standard
+# compatibility libraries.
+known-standard-library=
+
+# Force import order to recognize a module as part of a third party library.
+known-third-party=enchant
+
+# Couples of modules and preferred modules, separated by a comma.
+preferred-modules=
+
+
+[LOGGING]
+
+# The type of string formatting that logging methods do. `old` means using %
+# formatting, `new` is for `{}` formatting.
+logging-format-style=old
+
+# Logging modules to check that the string format arguments are in logging
+# function parameter format.
+logging-modules=logging
+
+
+[MESSAGES CONTROL]
+
+# Only show warnings with the listed confidence levels. Leave empty to show
+# all. Valid levels: HIGH, CONTROL_FLOW, INFERENCE, INFERENCE_FAILURE,
+# UNDEFINED.
+confidence=HIGH,
+           CONTROL_FLOW,
+           INFERENCE,
+           INFERENCE_FAILURE,
+           UNDEFINED
+
+# Disable the message, report, category or checker with the given id(s). You
+# can either give multiple identifiers separated by comma (,) or put this
+# option multiple times (only on the command line, not in the configuration
+# file where it should appear only once). You can also use "--disable=all" to
+# disable everything first and then re-enable specific checks. For example, if
+# you want to run only the similarities checker, you can use "--disable=all
+# --enable=similarities". If you want to run only the classes checker, but have
+# no Warning level messages displayed, use "--disable=all --enable=classes
+# --disable=W".
+disable=raw-checker-failed,
+        bad-inline-option,
+        locally-disabled,
+        file-ignored,
+        suppressed-message,
+        useless-suppression,
+        deprecated-pragma,
+        use-symbolic-message-instead,
+        use-implicit-booleaness-not-comparison-to-string,
+        use-implicit-booleaness-not-comparison-to-zero,
+        missing-module-docstring,
+        missing-class-docstring,
+        missing-function-docstring
+
+# Enable the message, report, category or checker with the given id(s). You can
+# either give multiple identifier separated by comma (,) or put this option
+# multiple time (only on the command line, not in the configuration file where
+# it should appear only once). See also the "--disable" option for examples.
+enable=
+
+
+[METHOD_ARGS]
+
+# List of qualified names (i.e., library.method) which require a timeout
+# parameter e.g. 'requests.api.get,requests.api.post'
+timeout-methods=requests.api.delete,requests.api.get,requests.api.head,requests.api.options,requests.api.patch,requests.api.post,requests.api.put,requests.api.request
+
+
+[MISCELLANEOUS]
+
+# List of note tags to take in consideration, separated by a comma.
+notes=FIXME,
+      XXX,
+      TODO
+
+# Regular expression of note tags to take in consideration.
+notes-rgx=
+
+
+[REFACTORING]
+
+# Maximum number of nested blocks for function / method body
+max-nested-blocks=5
+
+# Complete name of functions that never returns. When checking for
+# inconsistent-return-statements if a never returning function is called then
+# it will be considered as an explicit return statement and no message will be
+# printed.
+never-returning-functions=sys.exit,argparse.parse_error
+
+# Let 'consider-using-join' be raised when the separator to join on would be
+# non-empty (resulting in expected fixes of the type: ``"- " + " -
+# ".join(items)``)
+suggest-join-with-non-empty-separator=yes
+
+
+[REPORTS]
+
+# Python expression which should return a score less than or equal to 10. You
+# have access to the variables 'fatal', 'error', 'warning', 'refactor',
+# 'convention', and 'info' which contain the number of messages in each
+# category, as well as 'statement' which is the total number of statements
+# analyzed. This score is used by the global evaluation report (RP0004).
+evaluation=max(0, 0 if fatal else 10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10))
+
+# Template used to display messages. This is a python new-style format string
+# used to format the message information. See doc for all details.
+msg-template=
+
+# Set the output format. Available formats are: text, parseable, colorized,
+# json2 (improved json format), json (old json format) and msvs (visual
+# studio). You can also give a reporter class, e.g.
+# mypackage.mymodule.MyReporterClass.
+#output-format=
+
+# Tells whether to display a full report or only the messages.
+reports=no
+
+# Activate the evaluation score.
+score=yes
+
+
+[SIMILARITIES]
+
+# Comments are removed from the similarity computation
+ignore-comments=yes
+
+# Docstrings are removed from the similarity computation
+ignore-docstrings=yes
+
+# Imports are removed from the similarity computation
+ignore-imports=yes
+
+# Signatures are removed from the similarity computation
+ignore-signatures=yes
+
+# Minimum lines number of a similarity.
+min-similarity-lines=4
+
+
+[SPELLING]
+
+# Limits count of emitted suggestions for spelling mistakes.
+max-spelling-suggestions=4
+
+# Spelling dictionary name. No available dictionaries : You need to install
+# both the python package and the system dependency for enchant to work.
+spelling-dict=
+
+# List of comma separated words that should be considered directives if they
+# appear at the beginning of a comment and should not be checked.
+spelling-ignore-comment-directives=fmt: on,fmt: off,noqa:,noqa,nosec,isort:skip,mypy:
+
+# List of comma separated words that should not be checked.
+spelling-ignore-words=
+
+# A path to a file that contains the private dictionary; one word per line.
+spelling-private-dict-file=
+
+# Tells whether to store unknown words to the private dictionary (see the
+# --spelling-private-dict-file option) instead of raising a message.
+spelling-store-unknown-words=no
+
+
+[STRING]
+
+# This flag controls whether inconsistent-quotes generates a warning when the
+# character used as a quote delimiter is used inconsistently within a module.
+check-quote-consistency=no
+
+# This flag controls whether the implicit-str-concat should generate a warning
+# on implicit string concatenation in sequences defined over several lines.
+check-str-concat-over-line-jumps=no
+
+
+[TYPECHECK]
+
+# List of decorators that produce context managers, such as
+# contextlib.contextmanager. Add to this list to register other decorators that
+# produce valid context managers.
+contextmanager-decorators=contextlib.contextmanager
+
+# List of members which are set dynamically and missed by pylint inference
+# system, and so shouldn't trigger E1101 when accessed. Python regular
+# expressions are accepted.
+generated-members=
+
+# Tells whether to warn about missing members when the owner of the attribute
+# is inferred to be None.
+ignore-none=yes
+
+# This flag controls whether pylint should warn about no-member and similar
+# checks whenever an opaque object is returned when inferring. The inference
+# can return multiple potential results while evaluating a Python object, but
+# some branches might not be evaluated, which results in partial inference. In
+# that case, it might be useful to still emit no-member and other checks for
+# the rest of the inferred objects.
+ignore-on-opaque-inference=yes
+
+# List of symbolic message names to ignore for Mixin members.
+ignored-checks-for-mixins=no-member,
+                          not-async-context-manager,
+                          not-context-manager,
+                          attribute-defined-outside-init
+
+# List of class names for which member attributes should not be checked (useful
+# for classes with dynamically set attributes). This supports the use of
+# qualified names.
+ignored-classes=optparse.Values,thread._local,_thread._local,argparse.Namespace
+
+# Show a hint with possible names when a member name was not found. The aspect
+# of finding the hint is based on edit distance.
+missing-member-hint=yes
+
+# The minimum edit distance a name should have in order to be considered a
+# similar match for a missing member name.
+missing-member-hint-distance=1
+
+# The total number of similar names that should be taken in consideration when
+# showing a hint for a missing member.
+missing-member-max-choices=1
+
+# Regex pattern to define which classes are considered mixins.
+mixin-class-rgx=.*[Mm]ixin
+
+# List of decorators that change the signature of a decorated function.
+signature-mutators=
+
+
+[VARIABLES]
+
+# List of additional names supposed to be defined in builtins. Remember that
+# you should avoid defining new builtins when possible.
+additional-builtins=
+
+# Tells whether unused global variables should be treated as a violation.
+allow-global-unused-variables=yes
+
+# List of names allowed to shadow builtins
+allowed-redefined-builtins=
+
+# List of strings which can identify a callback function by name. A callback
+# name must start or end with one of those strings.
+callbacks=cb_,
+          _cb
+
+# A regular expression matching the name of dummy variables (i.e. expected to
+# not be used).
+dummy-variables-rgx=_+$|(_[a-zA-Z0-9_]*[a-zA-Z0-9]+?$)|dummy|^ignored_|^unused_
+
+# Argument names that match this expression will be ignored.
+ignored-argument-names=_.*|^ignored_|^unused_
+
+# Tells whether we should check for unused import in __init__ files.
+init-import=no
+
+# List of qualified module names which can have objects that can redefine
+# builtins.
+redefining-builtins-modules=six.moves,past.builtins,future.builtins,builtins,io

kitt.py

@@ -5,7 +5,6 @@ import requests
 # INTERFACE WITH AUDIO TO AUDIO
 
 
-
 def transcript(
     general_context, link_to_audio, voice, emotion, place, time, delete_history, state
 ):
@@ -132,10 +131,17 @@ with gr.Blocks(theme=gr.themes.Default()) as demo:
             #     value="Kirchberg Campus, Kirchberg",
             #     show_label=True,
             # )
-            origin = gr.Textbox(value="Luxembourg Gare, Luxembourg", label="Origin", interactive=True)
+            origin = gr.Textbox(
+                value="Luxembourg Gare, Luxembourg", label="Origin", interactive=True
+            )
             destination = gr.Textbox(
-                value="Kirchberg Campus, Kirchberg", label="Destination", interactive=True)
-            recorder = gr.Audio(type="filepath", label="input audio", elem_id="recorder")
+                value="Kirchberg Campus, Kirchberg",
+                label="Destination",
+                interactive=True,
+            )
+            recorder = gr.Audio(
+                type="filepath", label="input audio", elem_id="recorder"
+            )
         with gr.Column(scale=2, min_width=600):
             map_plot = gr.Plot()
             origin.submit(fn=calculate_route, outputs=map_plot)

skills/__init__.py

@@ -0,0 +1,24 @@
+import inspect
+
+from .common import execute_function_call, extract_func_args
+from .weather import get_weather, get_forecast
+from .routing import find_route
+
+
+def format_functions_for_prompt_raven(*functions):
+    """Format functions for use in Prompt Raven.
+    
+    Args:
+    *functions (function): One or more functions to format.
+    """
+    formatted_functions = []
+    for func in functions:
+        signature = f"{func.__name__}{inspect.signature(func)}"
+        docstring = inspect.getdoc(func)
+        formatted_functions.append(
+            f"OPTION:\n<func_start>{signature}<func_end>\n<docstring_start>\n{docstring}\n<docstring_end>"
+        )
+    return "\n".join(formatted_functions)
+
+
+SKILLS_PROMPT = format_functions_for_prompt_raven(get_weather, get_forecast, find_route)

skills/common.py

@@ -0,0 +1,45 @@
+import re
+from typing import Union
+
+
+from pydantic_settings import BaseSettings, SettingsConfigDict
+
+import skills
+
+class Settings(BaseSettings):
+    WEATHER_API_KEY: str
+    TOMTOM_API_KEY: str
+
+    model_config = SettingsConfigDict(env_file=".env")
+
+
+def execute_function_call(text: str, dry_run=False) -> str:
+    function_name_match = re.search(r"Call: (\w+)", text)
+    function_name = function_name_match.group(1) if function_name_match else None
+    arguments = eval(f"dict{text.split(function_name)[1].strip()}")
+    function = getattr(skills, function_name) if function_name else None
+
+    if dry_run:
+        print(f"{function_name}(**{arguments})")
+        return "Dry run successful"
+
+    if function:
+        out = function(**arguments)
+    try:
+        if function:
+            out = function(**arguments)
+    except Exception as e:
+        out = str(e)
+    return out
+
+
+def extract_func_args(text: str) -> tuple[str, dict]:
+    function_name_match = re.search(r"Call: (\w+)", text)
+    function_name = function_name_match.group(1) if function_name_match else None
+    if not function_name:
+        raise ValueError("No function name found in text")
+    arguments = eval(f"dict{text.split(function_name)[1].strip()}")
+    return function_name, arguments
+
+
+config = Settings() # type: ignore

skills/routing.py

@@ -21,4 +21,71 @@ def calculate_route():
     fig.update_layout(mapbox_style="open-street-map", mapbox_zoom=12, mapbox_center_lat=lats[0], mapbox_center_lon=lons[0])
     fig.update_layout(margin={"r":0,"t":0,"l":0,"b":0})
 
-    return fig
+    return fig
+
+
+def find_route(lat_depart="0", lon_depart="0", city_depart="", address_destination="", depart_time ="", **kwargs):
+    """
+    Return the distance and the estimated time to go to a specific destination from the current place, at a specified depart time.
+    :param lat_depart (string):  latitude of depart
+    :param lon_depart (string):  longitude of depart
+    :param city_depart (string): Required. city of depart
+    :param address_destination (string): Required. The destination
+    :param depart_time (string):  departure hour, in the format '08:00:20'.
+    """
+    print(address_destination)
+    date = "2025-03-29T"
+    departure_time = '2024-02-01T' + depart_time
+    lat, lon, city = check_city_coordinates(lat_depart,lon_depart,city_depart)
+    lat_dest, lon_dest = find_coordinates(address_destination)
+    #print(lat_dest, lon_dest)
+    
+    #print(departure_time)
+
+    r = requests.get('https://api.tomtom.com/routing/1/calculateRoute/{0},{1}:{2},{3}/json?key={4}&departAt={5}'.format(
+                        lat_depart,
+                        lon_depart,
+                        lat_dest,
+                        lon_dest,
+                        TOMTOM_KEY,
+                        departure_time
+    ))
+
+    # Parse JSON from the response
+    data = r.json()
+    #print(data)
+    
+    #print(data)
+    
+    result = data['routes'][0]['summary']
+
+    # Calculate distance in kilometers (1 meter = 0.001 kilometers)
+    distance_km = result['lengthInMeters'] * 0.001
+
+    # Calculate travel time in minutes (1 second = 1/60 minutes)
+    time_minutes = result['travelTimeInSeconds'] / 60
+    if time_minutes < 60:
+        time_display = f"{time_minutes:.0f} minutes"
+    else:
+        hours = int(time_minutes / 60)
+        minutes = int(time_minutes % 60)
+        time_display = f"{hours} hours" + (f" and {minutes} minutes" if minutes > 0 else "")
+        
+    # Extract arrival time from the JSON structure
+    arrival_time_str = result['arrivalTime']
+
+    # Convert string to datetime object
+    arrival_time = datetime.fromisoformat(arrival_time_str)
+
+    # Extract and display the arrival hour in HH:MM format
+    arrival_hour_display = arrival_time.strftime("%H:%M")
+
+
+    # return the distance and time
+    return(f"The route to go to {address_destination} is {distance_km:.2f} km and {time_display}. Leaving now, the arrival time is estimated at {arrival_hour_display} " )
+
+    
+    # Sort the results based on distance
+    #sorted_results = sorted(results, key=lambda x: x['dist'])
+
+    #return ". ".join(formatted_results)

skills/weather.py

@@ -0,0 +1,107 @@
+import requests
+
+from .common import config
+
+#current weather API
+def get_weather(location:str= "", **kwargs):
+    """
+    Returns the CURRENT weather in a specified location.
+    Args:
+    location (string) : Required. The name of the location, could be a city or lat/longitude in the following format latitude,longitude (example: 37.7749,-122.4194).
+    """
+    # The endpoint URL provided by WeatherAPI
+    url = f"http://api.weatherapi.com/v1/current.json?key={config.WEATHER_API_KEY}&q={location}&aqi=no"
+    print(url)
+
+    # Make the API request
+    response = requests.get(url)
+
+    if response.status_code != 200:
+        return f"Failed to get weather data: {response.status_code}, {response.text}"
+
+    # Parse the JSON response
+    weather_data = response.json()
+
+    # Extracting the necessary pieces of data
+    location = weather_data['location']['name']
+    region = weather_data['location']['region']
+    country = weather_data['location']['country']
+    time = weather_data['location']['localtime']
+    temperature_c = weather_data['current']['temp_c']
+    condition_text = weather_data['current']['condition']['text']
+    if 'wind_kph' in weather_data['current']:
+        wind_kph = weather_data['current']['wind_kph']
+    humidity = weather_data['current']['humidity']
+    feelslike_c = weather_data['current']['feelslike_c']
+
+    # Formulate the sentences
+    weather_sentences = (
+        f"The current weather in {location}, {region}, {country} is {condition_text} "
+        f"with a temperature of {temperature_c}°C that feels like {feelslike_c}°C. "
+        f"Humidity is at {humidity}%. "
+        f"Wind speed is {wind_kph} kph." if 'wind_kph' in weather_data['current'] else ""
+    )
+    return weather_sentences, weather_data
+
+#weather forecast API
+def get_forecast(city_name:str= "", when = 0, **kwargs):
+    """
+    Returns the weather forecast in a specified number of days for a specified city .
+    Args:
+    city_name (string) : Required. The name of the city.
+    when (int) : Required. in number of days (until the day for which we want to know the forecast) (example: tomorrow is 1, in two days is 2, etc.)
+    """
+    #print(when)
+    when +=1
+    # The endpoint URL provided by WeatherAPI
+    url = f"http://api.weatherapi.com/v1/forecast.json?key={WEATHER_API_KEY}&q={city_name}&days={str(when)}&aqi=no"
+
+
+    # Make the API request
+    response = requests.get(url)
+
+    if response.status_code == 200:
+        # Parse the JSON response
+        data = response.json()
+        
+        # Initialize an empty string to hold our result
+        forecast_sentences = ""
+
+        # Extract city information
+        location = data.get('location', {})
+        city_name = location.get('name', 'the specified location')
+        
+        #print(data)
+    
+
+        # Extract the forecast days
+        forecast_days = data.get('forecast', {}).get('forecastday', [])[when-1:]
+        #number = 0
+        
+        #print (forecast_days)
+
+        for day in forecast_days:
+            date = day.get('date', 'a specific day')
+            conditions = day.get('day', {}).get('condition', {}).get('text', 'weather conditions')
+            max_temp_c = day.get('day', {}).get('maxtemp_c', 'N/A')
+            min_temp_c = day.get('day', {}).get('mintemp_c', 'N/A')
+            chance_of_rain = day.get('day', {}).get('daily_chance_of_rain', 'N/A')
+            
+            if when == 1:
+                number_str = 'today'
+            elif when == 2:
+                number_str = 'tomorrow'
+            else:
+                number_str = f'in {when-1} days'
+
+            # Generate a sentence for the day's forecast
+            forecast_sentence = f"On {date} ({number_str}) in {city_name}, the weather will be {conditions} with a high of {max_temp_c}°C and a low of {min_temp_c}°C. There's a {chance_of_rain}% chance of rain. "
+            
+            #number = number + 1
+            # Add the sentence to the result
+            forecast_sentences += forecast_sentence
+        return forecast_sentences
+    else:
+        # Handle errors
+        print( f"Failed to get weather data: {response.status_code}, {response.text}")
+        return f'error {response.status_code}'