add gitignore, add fuzzy search for matching places

.gitignore

@@ -0,0 +1,191 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# UV
+#   Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#uv.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/latest/usage/project/#working-with-version-control
+.pdm.toml
+.pdm-python
+.pdm-build/
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
+# PyPI configuration file
+.pypirc
+
+# Credentials
+cred.json
+credentials/
+*_credentials.*
+service-account*.json
+
+# Database
+*.db
+*.sqlite3
+
+
+# IDE
+.idea/
+.vscode/
+*.swo
+
+# OS
+.DS_Store
+Thumbs.db

app.py

@@ -1,69 +1,49 @@
-from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
+from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
 import datetime
 import requests
-import pytz
 import yaml
 from tools.final_answer import FinalAnswerTool
+from tools.time_tools import get_current_time_in_timezone
 
 from Gradio_UI import GradioUI
 
-# Below is an example of a tool that does nothing. Amaze us with your creativity !
-@tool
-def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
-    #Keep this format for the description / args / args description but feel free to modify the tool
-    """A tool that does nothing yet 
-    Args:
-        arg1: the first argument
-        arg2: the second argument
-    """
-    return "What magic will you build ?"
+with open("prompts.yaml", "r") as stream:
+    prompt_templates = yaml.safe_load(stream)
 
-@tool
-def get_current_time_in_timezone(timezone: str) -> str:
-    """A tool that fetches the current local time in a specified timezone.
-    Args:
-        timezone: A string representing a valid timezone (e.g., 'America/New_York').
-    """
-    try:
-        # Create timezone object
-        tz = pytz.timezone(timezone)
-        # Get current time in that timezone
-        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
-        return f"The current local time in {timezone} is: {local_time}"
-    except Exception as e:
-        return f"Error fetching time for timezone '{timezone}': {str(e)}"
+# Import tool from Hub
+image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
 
 
-final_answer = FinalAnswerTool()
+def main():
+    final_answer = FinalAnswerTool()
 
-# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
-# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 
+    # If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
+    # model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'
 
-model = HfApiModel(
-max_tokens=2096,
-temperature=0.5,
-model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
-custom_role_conversions=None,
-)
+    model = HfApiModel(
+        max_tokens=2096,
+        temperature=0.5,
+        model_id="Qwen/Qwen2.5-Coder-32B-Instruct",  # it is possible that this model may be overloaded
+        custom_role_conversions=None,
+    )
 
+    agent = CodeAgent(
+        model=model,
+        tools=[
+            get_current_time_in_timezone,
+            final_answer,
+        ],  ## add your tools here (don't remove final answer)
+        max_steps=6,
+        verbosity_level=1,
+        grammar=None,
+        planning_interval=None,
+        name=None,
+        description=None,
+        prompt_templates=prompt_templates,
+    )
 
-# Import tool from Hub
-image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
-
-with open("prompts.yaml", 'r') as stream:
-    prompt_templates = yaml.safe_load(stream)
-    
-agent = CodeAgent(
-    model=model,
-    tools=[final_answer], ## add your tools here (don't remove final answer)
-    max_steps=6,
-    verbosity_level=1,
-    grammar=None,
-    planning_interval=None,
-    name=None,
-    description=None,
-    prompt_templates=prompt_templates
-)
+    GradioUI(agent).launch()
 
 
-GradioUI(agent).launch()
+if __name__ == "__main__":
+    main()

requirements.txt

@@ -3,3 +3,4 @@ smolagents
 requests
 duckduckgo_search
 pandas
+thefuzz

tools/time_tools.py

@@ -0,0 +1,83 @@
+import datetime
+import pytz
+from smolagents import tool
+from thefuzz import fuzz
+from typing import Tuple, Optional
+
+
+def _format_time(dt: datetime.datetime) -> str:
+    """Format a datetime object into a string.
+
+    Args:
+        dt: The datetime object to format
+
+    Returns:
+        A formatted time string
+    """
+    return dt.strftime("%Y-%m-%d %H:%M:%S")
+
+
+def _find_matching_timezone(
+    timezone: str, min_score: int = 70
+) -> Optional[Tuple[str, int]]:
+    """Find the best matching timezone using fuzzy matching.
+
+    Args:
+        timezone: The timezone string to match
+        min_score: Minimum fuzzy matching score to consider a valid match
+
+    Returns:
+        A tuple of (matched_timezone, score) or None if no match found
+    """
+    best_match = None
+    best_score = 0
+
+    for tz_name in pytz.all_timezones:
+        score = fuzz.partial_token_sort_ratio(timezone.lower(), tz_name.lower())
+        if score > best_score:
+            best_score = score
+            best_match = tz_name
+
+    if best_score >= min_score and best_match is not None:
+        return (best_match, best_score)
+    return None
+
+
+def _get_time_in_timezone(timezone_name: str) -> datetime.datetime:
+    """Get the current time in the specified timezone.
+
+    Args:
+        timezone_name: A valid timezone name
+
+    Returns:
+        A datetime object with the current time in the specified timezone
+    """
+    tz = pytz.timezone(timezone_name)
+    return datetime.datetime.now(tz)
+
+
+@tool
+def get_current_time_in_timezone(timezone: str) -> str:
+    """A tool that fetches the current local time in a specified timezone.
+
+    Args:
+        timezone: A string representing a valid timezone (e.g., 'America/New_York').
+                 Fuzzy matching is applied to find the closest timezone if exact match fails.
+
+    Returns:
+        A string with the current time in the specified timezone or an error message.
+    """
+    # First try exact match
+    try:
+        local_time = _format_time(_get_time_in_timezone(timezone))
+        return f"The current local time in {timezone} is: {local_time}"
+    except pytz.exceptions.UnknownTimeZoneError:
+        # If exact match fails, try fuzzy matching
+        match_result = _find_matching_timezone(timezone)
+
+        if match_result:
+            best_match, _ = match_result
+            local_time = _format_time(_get_time_in_timezone(best_match))
+            return f"The current local time in {best_match} (matched from '{timezone}') is: {local_time}"
+        else:
+            return f"Could not find a close match for timezone '{timezone}'. Please try a valid timezone name."