strings.py

# The natural language descriptions of different APIs
api_descriptions = {
"Climate": "The Climate API, provided by the National Climatic Data Center (NCDC), offers access to a comprehensive database of weather and climate data, catering to developers who want to create custom scripts or programs. The API allows up to five requests per second and a maximum of 10,000 requests per day.",
"Heldout_Combined": "This dataset is obtained from the stack (BigCode). The stack is primarily used as a pre-training dataset for Code LLMs, aiding in tasks like code completion from natural language, documentation generation, and auto-completion of code snippets. \n\n Note that due to specific policies, the stack data are not publicly available yet, so we didn't provide examples here. Thanks for your understanding!\n\n**Due to the complexity in converting the pythonic representation into a JSON representation [As each sample has unique API definition format and hundreds across the dataset, which is unlike other tasks where all samples shares the same function list which we manually converted], we did not have a chance to benchmark Gorilla Open Function V1 on the Stack API dataset. However, we manually converted a few randomly chosen samples and we observe the relative performance of Gorilla here is similar to Gorilla's relative performance on other tasks.",
"Places_API": "The Places API by Google, part of the Google Maps Platform, offers detailed information about over 200 million places worldwide, including ratings, reviews, and business data. It enhances user experience by providing features like accessibility information, special and secondary opening hours, editorial summaries, detailed dining and shopping service attributes, and the ability to sort and auto-translate reviews.",
"VT_Multi_Dependency": "Built on top of the VirusTotal (VT) dataset, we added 17 supplementary APIs to achieve more advanced functionalities. Multi_Dependency means that in order to fulfill the task requested by user's query, the model needs to call multiple apis, where some apis rely on the results of other apis.",
"VT_Multi_Disconnected": "Built on top of the VirusTotal (VT) dataset, we added 17 supplementary APIs to achieve more advanced functionalites. Disconnected means that in order to fultill the task requested by the user's query, the model needs to call multiple apis, where the apis don't repy on each other.",
"OTX": "AlienVault Open Threat Exchange (OTX) is a global community-based platform where participants can share and collaborate on threat intelligence in real-time, enhancing their ability to respond to emerging cybersecurity threats. OTX has 5 categories of APIs, and contains a total number of 40 APIs. In our dataset we selected a subset of OTX.",
"CVECPE": "CVEs and CPEs are critical in cybersecurity. CVE search and CPE search are tools provided by NVDLib that can find CVE and CPE items based on dates, keywords, severities, etc. These APIs are hard for LLMs to handle due to its large number of args, 47 args for searchCVE and 11 args for searchCPE, respectively.",
"VirusTotal": "VirusTotal is a well-accepted tool in cybersecurity that can analyze files and URLs for viruses, worms, trojans, etc. using a variety of antivirus engines and website scanners. VirusTotal is hard for LLMs to use because it has 8 categories, contains a total number of 208 APIs. We selected a subset in our experiments. In particular, note that many of the APIs have similar functionalites, with specific differences that are important, non-negligible but hard to find.",
"CVECPE_Multi_Dependency": "Built on top of the CVECPE dataset, we added 12 supplementary APIs to achieve more advanced functionalities. Multi_Dependency means that in order to fulfill the task requested by user's query, the model needs to call multiple apis, where some apis rely on the results of other apis."
}


func_definitions = {
"Climate": [("get_latitude_longitude(location: str)", 
    """
    Given a city name, this function provides the latitude and longitude of the specific location.

    Args:
    - location: This can be a city like 'Austin', or a place like 'Austin Airport', etc.
    """),
    ("get_current_location()", 
    """
    Returns the current location. ONLY use this if the user has not provided an explicit location in the query.

    Returns a string representation of the city, such as "Austin". This will not return a latitude or longitude.
    """),
    ("find_nearby_stations(lat_long : tuple)",
    """
    This endpoint provides a list of nearby weather stations for a given geographical location. Please provide the geographical location as a latitude and longitude.

    Args:
        - lat_long: This argument should be a tuple of the latitude as the first element and the longitude as the second element.

    Returns:
        - A list of dictionaries about the various stations near you.
    """),
    ("get_nearest_station_id(nearby_stations)",
    """
    Given a list of nearby stations, returns the one nearest to you and provides the system ID for it alone.

    Args:
        - nearby_stations: A list of nearby stations in dictionary format.

    Returns:
        The station_id alone for the nearest station in the list of the stations provided.
    """),
    ("get_timezone(lat_long)",
    """
    This gets the timezone for a given latlong.

    Args:
      - lat_long: The latitude and longitude of the area you want to query the timezone for.
    """),
    ("get_hourly_observation(station_id, start_time, end_time, time_zone)",
    """
    Returns hourly observations between start_time and end_time.

    Please ensure that the start and end times are provided in the format "YYYY-MM-DD".
    Please provide the timezone for your input as well!

    Args:
        - station_id: The station_id for the station you're interested in
        - start_time : The time span to start pulling hourly observations for. Should be in format of "YYYY-MM-DD".
        - end_time: The time span to end pulling hourly observations for. Should be in format of "YYYY-MM-DD".
        - timezone: The timezone string id for the location you're asking for.

    Returns:
        The list of hourly observations for your station and timespan.
    """),
    ("subtract_time_delta(date_time_str, delta_days)",
    """
    Subtracts a time delta from the date part of a given date time string and returns 
    the new date string with the updated date.

    DO NOT use this if delta_days is 0.

    :param date_time_str: The date time string in format 'YYYY-MM-DD'.
    :param delta_days: Number of days to subtract. HAS TO BE LARGER THAN 0.
    :return: New date string with the updated date after subtracting the delta.
    """),
    ("get_current_time_at_location(lat_long)",
    """
    Returns the current time at a given location.

    Args:
      - lat_long: The latitude and longitude of the location of interest.
    """)],
"Heldout_Combined": [("", "")],
"Places_API": [("get_current_location()", 
    """
    Returns the current location. ONLY use this if the user has not provided an explicit location in the query.
    """),
    ("sort_results(places, sort: str, ascending: bool)",
    """
    Sorts the results by either 'distance', 'rating' or 'price'.

    Args
    - places: The output list from the recommendations.
    - sort (str): If set, sorts by either 'distance' or 'rating' or 'price'. ONLY supports 'distance' or 'rating' or 'price'.
    - ascending (bool): If ascending is set, setting this boolean to true will sort the results by lower values first.
    """),
    ("get_latitude_longitude(location: str)",
    """
    Given a city name, this function provides the latitude and longitude of the specific location.

    Args
    - location: This can be a city like 'Austin', or a place like 'Austin Airport', etc.
    """),
    ("get_distance(place_1: str, place_2: str)", 
    """
    Provides distance between two locations. Do NOT provide latitude longitude, but rather, provide the string descriptions.

    Args
    - place_1: The first location.
    - place_2: The second location.
    """),
    ("get_recommendations(topics: list, lat_long: tuple)",
    """
    Returns the recommendations for a specific topic that is of interest. Remember, a topic IS NOT an establishment. For establishments, please use anothher function.

    Args
    - topics (list): A list of topics of interest to pull recommendations for. Can be multiple words.
    - lat_long (tuple): The lat_long of interest.
    """),
    ("find_places_near_location(type_of_place: list, location: str, radius_miles: int = 50)", 
    """
    Find places close to a very defined location.

    Args
    - type_of_place (list): The type of place. This can be something like 'restaurant' or 'airport'. Make sure that it is a physical location. You can provide multiple words.
    - location (str): The location for the search. This can be a city's name, region, or anything that specifies the location.
    - radius_miles (int): Optional. The max distance from the described location to limit the search. Distance is specified in miles.
    """),
    ("get_some_reviews(place_names: list, location: str = None)",
    """
    Given an establishment (or place) name, return reviews about the establishment.

    Args
    - place_names (list): The name of the establishment. This should be a physical location name. You can provide multiple inputs.
    - location (str) : The location where the restaurant is located. Optional argument.
    """)],
"VT_Multi_Dependency": [("vt_validate_historical_ssl_certificates(historical_ssl_certificates: list, x_apikey: str)",
    """This function takes historical SSL certificates as input and checks if there is at least one valid SSL certificate present inside the provided historical data. It validates the SSL certificate by checking whether it is not expired and its issuing authority is trustworthy. 
    
    Args: 
    - historical_ssl_certificates: list, required, List of SSL certificates in the history 
    - x_apikey: string, required, Your API key
    """),
    ("vt_get_threat_actors_main_source_region(threat_actors: list, x_apikey: str)", 
    """This function takes a list of threat actor objects and returns the primary source region among them. Each threat actor object has an attribute 'source region', and the function analyses this attribute across all objects to determine and return the most common source region, deemed as the 'main' source region. 
    
    Args: 
    - threat_actors: list, required, List of threat actor objects 
    - x_apikey: string, required, Your API key.
    """),
    ("vt_get_threat_actors_latest_modification_date(threat_actor_objects: list, x_apikey: str)", 
    """This function retrieves the latest modification date from a list of threat actor objects. It iterates through each threat actor object, checks its modification date, and returns the most recent modification date. 
    
    Args: 
    - threat_actor_objects: list of objects, required, A list of threat actor objects. 
    - x_apikey: string, required, Your API key.
    """),
    ("convert_unix_timestamp_to_date(unix_timestamp: int)", 
    """Converts a UNIX timestamp to a human-readable date in the format 'YYYY/MM/DD'. 
    
    Args: 
    - unix_timestamp: integer, required, The UNIX timestamp to be converted.
    """),
    ("vt_is_date_within_range(timestamp: int, start: str, end: str)", 
    """Checks if a given Unix timestamp is within a specified date range. The range is specified by 'start' and 'end' dates formatted as 'YYYY/MM/DD'. It's permissible for only one of 'start' or 'end' to be present in the function call. If 'start' is not provided, the function checks if the timestamp is earlier than or equal to the 'end' date. Similarly, If 'end' is not provided, the function checks if the timestamp is later than or equal to the 'start' date. 
    
    Args:
    - timestamp: int, required, Unix timestamp 
    - start: string, optional, Start of the date range in 'YYYY/MM/DD' format 
    - end: string, optional, End of the date range in 'YYYY/MM/DD' format
    """),
    ("vt_get_last_analysis_date_from_report(report: dict)", 
    """This function retrieves the last analysis date from the domain report collected by VirusTotal. The returned date is in Unix timestamp format. 
    
    Args: 
    - report: dict, required, The domain report collected by vt_get_domain_report function.
    """),
    ("vt_get_comments_on_multiple_domains(domains: list, x_apikey: str, limit: int, cursor: str)", 
    """This function will retrieve comments for each specified domain in the given list. 
    
    Args: 
    - domains, list of strings, required, List of domain names 
    - x_apikey, string, required, Your API key 
    - limit, int32, optional, Maximum number of comments to retrieve for each domain 
    - cursor, string, optional, Continuation cursor
    """),
    ("vt_get_multiple_domain_reports(domains: list, x_apikey: str)", 
    """retrieves reports for a list of domains provided. For each domain in the list, it requests the collected information regarding that domain from VirusTotal. 
    
    Args: 
    - domains: list of strings, required, A list of Domain names 
    - x_apikey: string, required, Your API key
    """),
    ("vt_get_majority_vote(votes: dict)", 
    """This function takes a dictionary of votes returns the name with the majority votes. If the votes are equal, it will return the first encountered key in the dictionary. 
    
    Args: 
    - votes: dictionary, required, dictionary of votes
    """),
    ("count_items_in_list(input_list: list)", 
    """This function takes a list as an input and returns the number of items present in the list. 
    
    Args: 
    - input_list: list, required, List whose items are to be counted
    """),
    ("extract_resolution_date(dns_res_obj: object)", 
    """Extracts the date of DNS resolution from a DNS resolution object. The date is returned as a Unix timestamp. 
    
    Args: 
    - dns_res_obj: object, required, The DNS resolution object from which the date of resolution is to be extracted.
    """),
    ("calculate_sum_of_numbers(num1: int, num2: int)", 
    """Computes the sum of two numbers provided. Input numbers can be either integer or floating-point values. 
    
    Args: 
    - num1: Integer or Float, required, The first number 
    - num2: Integer or Float, required, The second number
    """),
    ("get_first_object_from_list(list_of_objects: list)", 
    """Retrieves the first object from a given list. If the list is empty, it return `None`. 
    
    Args: 
    - list_of_objects: list, required, List containing objects from which the function will pick out the first object.
    """),
    ("get_random_object_from_list(list_of_objects: list)", 
    """This function selects and returns a random object from a list of objects. It is designed to handle any list length, including empty lists. 
    
    Args: 
    - list_of_objects: list, required, List containing objects from which the function will pick out a random object.
    """),
    ("resolve_ip_to_domain_and_parent_domain(ip_address: str)", 
    """Resolves an IP address to its associated domain and parent domain. This function leverages DNS resolution to determine the domain associated with the given IP address and then extracts the parent domain from the resolved domain. 
    
    Args: 
    - ip_address (string, required): The IP address to be resolved. Returns: 
    - tuple: A tuple containing the domain and parent domain if resolution is successful; otherwise, None for both.
    """),
    ("extract_domain_and_parent_domain(url: str)", 
    """Extracts the domain and parent domain from a given URL. 
    
    Args: 
    - url (string, required): The URL from which to extract the domain and parent domain. 
    
    Returns: 
    - tuple: A tuple containing the domain and parent domain.
    """),
    ("merge_two_lists(list1: list, list2: list)", 
    """Merges two lists of objects into a single list. This function takes in two lists and returns a combined list containing elements from both lists. Duplicates are not removed. 
    
    Args:
    - list1 (list, required): The first list of objects to be merged. 
    - list2 (list, required): The second list of objects to be merged. 
    
    Returns: 
    - list: A merged list containing elements from both input lists.
    """),
    ("vt_get_votes_on_ip_address(ip: str)", """
    This function will retrieve votes on a provided IP address.

    Args:
    - ip: string, required, ip address
    """), 
    ("vt_get_comments_on_domain(domain: str, x_apikey: str, limit: int = None, cursor: str = None)", 
    """
    This function will retrieve comments on a specified domain.

    Args:
    - domain, string, required, Domain name
    - x-apikey, string, required, Your API key
    - limit, int32, optional, Maximum number of comments to retrieve
    - cursor, string, optional, Continuation cursor
    """), 
    ("vt_get_object_descriptors_related_to_domain(domain: str, relationship: str, x_apikey: str, limit: int = None, cursor: str = None)", 
    """
    This specifically returns related object's IDs (and context attributes, if any). Please note that this will not return all attributes. This will return objects relating to a domain.

    - caa_records: Records CAA for the domain. 
    - cname_records: Records CNAME for the domain. 
    - comments: Community posted comments about the domain. 
    - communicating_files: Files that communicate with the domain. 
    - downloaded_files: Files downloaded from that domain. 
    - graphs: All graphs that include the domain. 
    - historical_ssl_certificates: SSL certificates associated with the domain. 
    - historical_whois: WHOIS information for the domain. 
    - immediate_parent: Domain's immediate parent. 
    - mx_records: Records MX for the domain. 
    - ns_records: Records NS for the domain. 
    - parent: Domain's top parent. 
    - referrer_files: Refers to any and all files that contain this domain. 
    - related_comments: Community posted comments in the domain's related objects. 
    - related_references: Refers to the References related to the domain. 
    - related_threat_actors: Refers to the threat actors related to the domain. A list of Threat Actors.
    - resolutions: DNS resolutions for the domain. 
    - soa_records: Records SOA for the domain. 
    - siblings: Refers to the Domain's sibling domains. 
    - subdomains: Refers to the Domain's subdomains. 
    - urls: Refers to the URLs that contain this domain. 
    - user_votes: Refers to the current user's votes. 

    Args:
    - domain: string, required, Domain name
    - relationship: string, required, Relationship name (see table)
    - x-apikey: string, required, Your API key
    - limit: int32, optional, Maximum number of comments to retrieve
    - cursor: string, optional, Continuation cursor
    """), 
    ("vt_get_objects_related_to_domain(domain: str, relationship: str, x_apikey: str, limit: int = None, cursor: str = None)",
    """
    Objects are a key concept in the VirusTotal API. Each object has an identifier and a type. 
    Each object has an associated URL, and each domain is associated with objects.
    This function returns ALL of the objects related to the domain, based on the specified relationship.

    The following describe the valid relationship:
    - caa_records: Records CAA for the domain. 
    - cname_records: Records CNAME for the domain. 
    - comments: Community posted comments about the domain. 
    - communicating_files: Files that communicate with the domain. 
    - downloaded_files: Files downloaded from that domain. 
    - graphs: All graphs that include the domain. 
    - historical_ssl_certificates: SSL certificates associated with the domain. 
    - historical_whois: WHOIS information for the domain. 
    - immediate_parent: Domain's immediate parent. 
    - mx_records: Records MX for the domain. 
    - ns_records: Records NS for the domain. 
    - parent: Domain's top parent. 
    - referrer_files: Refers to any and all files that contain this domain. 
    - related_comments: Community posted comments in the domain's related objects. 
    - related_references: Refers to the References related to the domain. 
    - related_threat_actors: Refers to the threat actors related to the domain. A list of Threat Actors.
    - resolutions: DNS resolutions for the domain. 
    - soa_records: Records SOA for the domain. 
    - siblings: Refers to the Domain's sibling domains. 
    - subdomains: Refers to the Domain's subdomains. 
    - urls: Refers to the URLs that contain this domain. 
    - user_votes: Refers to the current user's votes. 


    Args:
    - domain: string, required, Domain name
    - relationship, string, required, Relationship name (see table)
    - x-apikey, string, required, Your API key
    - limit, int32, optional, Maximum number of comments to retrieve
    - cursor, string, optional, Continuation cursor
    """), 
    ("vt_get_object_descriptors_related_to_ip_address(ip: str, relationship: str, x_apikey: str, limit: int = None, cursor: str = None)",
    """
    This specifically returns related object's IDs (and context attributes, if any). Please note that this will not return all attributes.

    You are expected to provide the relationship to the object you're interested in. The valid relationships are as follows.

    The relationships are documented here:
    - comments: The comments for the IP address. 
    - communicating_files: Files that communicate with the IP address. 
    - downloaded_files: Files downloaded from the IP address. VT Enterprise users only. 
    - graphs: Graphs including the IP address. 
    - historical_ssl_certificates: SSL certificates associated with the IP. 
    - historical_whois: WHOIS information for the IP address. Retrurns a list of Whois attributes.
    - related_comments: Community posted comments in the IP's related objects. 
    - related_references: Returns the references related to the IP address. 
    - related_threat_actors: Threat actors related to the IP address. 
    - referrer_files: Files containing the IP address. 
    - resolutions: Resolves the IP addresses. 
    - urls: Returns a list of URLs related to the IP address.

    Here are some useful descriptions of the arguments in this API, with the format - name of this argument: type of the data, required or optional, description of this argument.
    - ip: string, required, IP address
    - relationship: string, required, Relationship name (see table)
    - x-apikey: string, required, Your API key
    - limit: int32, optional, Maximum number of comments to retrieve
    - cursor: string, optional, Continuation cursor
    """), 
    ("vt_add_comment_to_ip_address(ip: str, data: dict, x_apikey: str)",
    """
    With this function you can post a comment for a given IP address. The body for the POST request must be the JSON representation of a comment object. Notice however that you don't need to provide an ID for the object, as they are automatically generated for new comments.
    However, please note that you will need to provide a valid data JSON for using this function.

    Any word starting with # in your comment's text will be considered a tag, and added to the comment's tag attribute.

    Returns a Comment object.

    Args:
    - ip: string, required, IP address
    - data: json, required, A comment object
    - x-apikey: string, required, Your API key
    """), 
    ("vt_get_comments_on_ip_address(ip: str, x_apikey: str, limit: int = None, cursor: str = None)",
    """
    Retrieves the comments on a provided IP address. Returns a list of Comment objects.

    Args:
    - ip, string, required, IP address
    - x-apikey, string, required, Your API key
    - limit, int32, optional, Maximum number of comments to retrieve
    - cursor, string, optional, Continuation cursor
    """), 
    ("vt_get_domain_report(domain: str, x_apikey: str)",
    """
    Retrieves a domain report. These reports contain information regarding the domain itself that VirusTotal has collected.

    Args:
    - domain: string, required, Domain name
    - x-apikey: string, required, Your API key
    """), 
    ("vt_add_votes_to_ip_address(ip: str, data: dict, x_apikey: str)",
    """
    With this function you can post a vote for a given file. The body for the POST request must be the JSON representation of a vote object. Note however that you don't need to provide an ID for the object, as they are automatically generated for new votes. The verdict attribute must have be either harmless or malicious.

    Please ensure that the JSON object you provide conforms accurately to valid JSON standards.

    Args:
    - ip, string, required, IP address
    - data, json, Vote object
    - x-apikey, string, required, Your API key
    """), 
    ("vt_get_ip_address_report(ip: str, x_apikey: str)", 
    """
    Retrieve an IP address report. These reports condense all of the recent activity that VirusTotal has seen for the resource under consideration, as well as contextual information about it.
    This function specifically generates these reports using the IP address parameter. 

    Args:
    - ip: string, required, IP address
    - x-apikey: string, required, Your API key
    """), 
    ("vt_get_objects_related_to_ip_address(ip: str, relationship: str, x_apikey: str, limit: int = None, cursor: str = None)",
    """
    IP addresses have number of relationships to other objects. This returns ALL objects that fit the relationship.

    The relationships are documented here:
    - comments: The comments for the IP address. Returns a list of comments. 
    - communicating_files: Files that communicate with the IP address. Returns a list of files.
    - downloaded_files: Files downloaded from the IP address. VT Enterprise users only. Returns a list of files.
    - graphs: Graphs including the IP address. Returns a list of graphs.
    - historical_ssl_certificates: SSL certificates associated with the IP. Returns a list of SSL certificates. 
    - historical_whois: WHOIS information for the IP address. Retrurns a list of Whois attributes.
    - related_comments: Community posted comments in the IP's related objects. Returns a list of comments.
    - related_references: Returns the references related to the IP address. Returns a list of References.
    - related_threat_actors: Threat actors related to the IP address. Returns a list of threat actors.
    - referrer_files: Files containing the IP address. Returns a list of Files.
    - resolutions: Resolves the IP addresses. Returns a list of resolutions.
    - urls: Returns a list of URLs related to the IP address. Returns a list of URLs.

    Args:
    - ip, string, required, IP address
    - relationship, string, required, Relationship name (see the list of items from above)
    - x-apikey, string, required, Your API key
    - limit, int32, optional, Maximum number of comments to retrieve
    - cursor, string, optional, Continuation cursor
    """), 
    ("vt_get_dns_resolution_object(id: str, x_apikey: str)",
    """
    This endpoint retrieves a Resolution object by its ID. A resolution object ID is made by appending the IP and the domain it resolves to together.

    Domain-IP resolutions. Resolution objects include the following attributes:
    date: <integer> date when the resolution was made (UTC timestamp).
    host_name: <string> domain or subdomain requested to the resolver.
    host_name_last_analysis_stats: <dictionary> last detection stats from the resolution's domain. Similar to the domains's last_analysis_stats attribute.
    ip_address: <string> IP address the domain was resolved to.
    ip_address_last_analysis_stats: <dictionary> last detection stats from the resolution's IP address. Similar to the IP address' last_analysis_stats attribute.
    resolver: <string> source of the resolution.

    Args:
    - id: string, required, Resolution object ID
    - x-apikey: string, required, Your API key
    """)],
"VT_Multi_Disconnected": [("vt_validate_historical_ssl_certificates(historical_ssl_certificates: list, x_apikey: str)",
    """This function takes historical SSL certificates as input and checks if there is at least one valid SSL certificate present inside the provided historical data. It validates the SSL certificate by checking whether it is not expired and its issuing authority is trustworthy. 
    
    Args: 
    - historical_ssl_certificates: list, required, List of SSL certificates in the history 
    - x_apikey: string, required, Your API key
    """),
    ("vt_get_threat_actors_main_source_region(threat_actors: list, x_apikey: str)", 
    """This function takes a list of threat actor objects and returns the primary source region among them. Each threat actor object has an attribute 'source region', and the function analyses this attribute across all objects to determine and return the most common source region, deemed as the 'main' source region. 
    
    Args: 
    - threat_actors: list, required, List of threat actor objects 
    - x_apikey: string, required, Your API key.
    """),
    ("vt_get_threat_actors_latest_modification_date(threat_actor_objects: list, x_apikey: str)", 
    """This function retrieves the latest modification date from a list of threat actor objects. It iterates through each threat actor object, checks its modification date, and returns the most recent modification date. 
    
    Args: 
    - threat_actor_objects: list of objects, required, A list of threat actor objects. 
    - x_apikey: string, required, Your API key.
    """),
    ("convert_unix_timestamp_to_date(unix_timestamp: int)", 
    """Converts a UNIX timestamp to a human-readable date in the format 'YYYY/MM/DD'. 
    
    Args: 
    - unix_timestamp: integer, required, The UNIX timestamp to be converted.
    """),
    ("vt_is_date_within_range(timestamp: int, start: str, end: str)", 
    """Checks if a given Unix timestamp is within a specified date range. The range is specified by 'start' and 'end' dates formatted as 'YYYY/MM/DD'. It's permissible for only one of 'start' or 'end' to be present in the function call. If 'start' is not provided, the function checks if the timestamp is earlier than or equal to the 'end' date. Similarly, If 'end' is not provided, the function checks if the timestamp is later than or equal to the 'start' date. 
    
    Args:
    - timestamp: int, required, Unix timestamp 
    - start: string, optional, Start of the date range in 'YYYY/MM/DD' format 
    - end: string, optional, End of the date range in 'YYYY/MM/DD' format
    """),
    ("vt_get_last_analysis_date_from_report(report: dict)", 
    """This function retrieves the last analysis date from the domain report collected by VirusTotal. The returned date is in Unix timestamp format. 
    
    Args: 
    - report: dict, required, The domain report collected by vt_get_domain_report function.
    """),
    ("vt_get_comments_on_multiple_domains(domains: list, x_apikey: str, limit: int, cursor: str)", 
    """This function will retrieve comments for each specified domain in the given list. 
    
    Args: 
    - domains, list of strings, required, List of domain names 
    - x_apikey, string, required, Your API key 
    - limit, int32, optional, Maximum number of comments to retrieve for each domain 
    - cursor, string, optional, Continuation cursor
    """),
    ("vt_get_multiple_domain_reports(domains: list, x_apikey: str)", 
    """retrieves reports for a list of domains provided. For each domain in the list, it requests the collected information regarding that domain from VirusTotal. 
    
    Args: 
    - domains: list of strings, required, A list of Domain names 
    - x_apikey: string, required, Your API key
    """),
    ("vt_get_majority_vote(votes: dict)", 
    """This function takes a dictionary of votes returns the name with the majority votes. If the votes are equal, it will return the first encountered key in the dictionary. 
    
    Args: 
    - votes: dictionary, required, dictionary of votes
    """),
    ("count_items_in_list(input_list: list)", 
    """This function takes a list as an input and returns the number of items present in the list. 
    
    Args: 
    - input_list: list, required, List whose items are to be counted
    """),
    ("extract_resolution_date(dns_res_obj: object)", 
    """Extracts the date of DNS resolution from a DNS resolution object. The date is returned as a Unix timestamp. 
    
    Args: 
    - dns_res_obj: object, required, The DNS resolution object from which the date of resolution is to be extracted.
    """),
    ("calculate_sum_of_numbers(num1: int, num2: int)", 
    """Computes the sum of two numbers provided. Input numbers can be either integer or floating-point values. 
    
    Args: 
    - num1: Integer or Float, required, The first number 
    - num2: Integer or Float, required, The second number
    """),
    ("get_first_object_from_list(list_of_objects: list)", 
    """Retrieves the first object from a given list. If the list is empty, it return `None`. 
    
    Args: 
    - list_of_objects: list, required, List containing objects from which the function will pick out the first object.
    """),
    ("get_random_object_from_list(list_of_objects: list)", 
    """This function selects and returns a random object from a list of objects. It is designed to handle any list length, including empty lists. 
    
    Args: 
    - list_of_objects: list, required, List containing objects from which the function will pick out a random object.
    """),
    ("resolve_ip_to_domain_and_parent_domain(ip_address: str)", 
    """Resolves an IP address to its associated domain and parent domain. This function leverages DNS resolution to determine the domain associated with the given IP address and then extracts the parent domain from the resolved domain. 
    
    Args: 
    - ip_address (string, required): The IP address to be resolved. Returns: 
    - tuple: A tuple containing the domain and parent domain if resolution is successful; otherwise, None for both.
    """),
    ("extract_domain_and_parent_domain(url: str)", 
    """Extracts the domain and parent domain from a given URL. 
    
    Args: 
    - url (string, required): The URL from which to extract the domain and parent domain. 
    
    Returns: 
    - tuple: A tuple containing the domain and parent domain.
    """),
    ("merge_two_lists(list1: list, list2: list)", 
    """Merges two lists of objects into a single list. This function takes in two lists and returns a combined list containing elements from both lists. Duplicates are not removed. 
    
    Args:
    - list1 (list, required): The first list of objects to be merged. 
    - list2 (list, required): The second list of objects to be merged. 
    
    Returns: 
    - list: A merged list containing elements from both input lists.
    """),
    ("vt_get_votes_on_ip_address(ip: str)", """
    This function will retrieve votes on a provided IP address.

    Args:
    - ip: string, required, ip address
    """), 
    ("vt_get_comments_on_domain(domain: str, x_apikey: str, limit: int = None, cursor: str = None)", 
    """
    This function will retrieve comments on a specified domain.

    Args:
    - domain, string, required, Domain name
    - x-apikey, string, required, Your API key
    - limit, int32, optional, Maximum number of comments to retrieve
    - cursor, string, optional, Continuation cursor
    """), 
    ("vt_get_object_descriptors_related_to_domain(domain: str, relationship: str, x_apikey: str, limit: int = None, cursor: str = None)", 
    """
    This specifically returns related object's IDs (and context attributes, if any). Please note that this will not return all attributes. This will return objects relating to a domain.

    - caa_records: Records CAA for the domain. 
    - cname_records: Records CNAME for the domain. 
    - comments: Community posted comments about the domain. 
    - communicating_files: Files that communicate with the domain. 
    - downloaded_files: Files downloaded from that domain. 
    - graphs: All graphs that include the domain. 
    - historical_ssl_certificates: SSL certificates associated with the domain. 
    - historical_whois: WHOIS information for the domain. 
    - immediate_parent: Domain's immediate parent. 
    - mx_records: Records MX for the domain. 
    - ns_records: Records NS for the domain. 
    - parent: Domain's top parent. 
    - referrer_files: Refers to any and all files that contain this domain. 
    - related_comments: Community posted comments in the domain's related objects. 
    - related_references: Refers to the References related to the domain. 
    - related_threat_actors: Refers to the threat actors related to the domain. A list of Threat Actors.
    - resolutions: DNS resolutions for the domain. 
    - soa_records: Records SOA for the domain. 
    - siblings: Refers to the Domain's sibling domains. 
    - subdomains: Refers to the Domain's subdomains. 
    - urls: Refers to the URLs that contain this domain. 
    - user_votes: Refers to the current user's votes. 

    Args:
    - domain: string, required, Domain name
    - relationship: string, required, Relationship name (see table)
    - x-apikey: string, required, Your API key
    - limit: int32, optional, Maximum number of comments to retrieve
    - cursor: string, optional, Continuation cursor
    """), 
    ("vt_get_objects_related_to_domain(domain: str, relationship: str, x_apikey: str, limit: int = None, cursor: str = None)",
    """
    Objects are a key concept in the VirusTotal API. Each object has an identifier and a type. 
    Each object has an associated URL, and each domain is associated with objects.
    This function returns ALL of the objects related to the domain, based on the specified relationship.

    The following describe the valid relationship:
    - caa_records: Records CAA for the domain. 
    - cname_records: Records CNAME for the domain. 
    - comments: Community posted comments about the domain. 
    - communicating_files: Files that communicate with the domain. 
    - downloaded_files: Files downloaded from that domain. 
    - graphs: All graphs that include the domain. 
    - historical_ssl_certificates: SSL certificates associated with the domain. 
    - historical_whois: WHOIS information for the domain. 
    - immediate_parent: Domain's immediate parent. 
    - mx_records: Records MX for the domain. 
    - ns_records: Records NS for the domain. 
    - parent: Domain's top parent. 
    - referrer_files: Refers to any and all files that contain this domain. 
    - related_comments: Community posted comments in the domain's related objects. 
    - related_references: Refers to the References related to the domain. 
    - related_threat_actors: Refers to the threat actors related to the domain. A list of Threat Actors.
    - resolutions: DNS resolutions for the domain. 
    - soa_records: Records SOA for the domain. 
    - siblings: Refers to the Domain's sibling domains. 
    - subdomains: Refers to the Domain's subdomains. 
    - urls: Refers to the URLs that contain this domain. 
    - user_votes: Refers to the current user's votes. 


    Args:
    - domain: string, required, Domain name
    - relationship, string, required, Relationship name (see table)
    - x-apikey, string, required, Your API key
    - limit, int32, optional, Maximum number of comments to retrieve
    - cursor, string, optional, Continuation cursor
    """), 
    ("vt_get_object_descriptors_related_to_ip_address(ip: str, relationship: str, x_apikey: str, limit: int = None, cursor: str = None)",
    """
    This specifically returns related object's IDs (and context attributes, if any). Please note that this will not return all attributes.

    You are expected to provide the relationship to the object you're interested in. The valid relationships are as follows.

    The relationships are documented here:
    - comments: The comments for the IP address. 
    - communicating_files: Files that communicate with the IP address. 
    - downloaded_files: Files downloaded from the IP address. VT Enterprise users only. 
    - graphs: Graphs including the IP address. 
    - historical_ssl_certificates: SSL certificates associated with the IP. 
    - historical_whois: WHOIS information for the IP address. Retrurns a list of Whois attributes.
    - related_comments: Community posted comments in the IP's related objects. 
    - related_references: Returns the references related to the IP address. 
    - related_threat_actors: Threat actors related to the IP address. 
    - referrer_files: Files containing the IP address. 
    - resolutions: Resolves the IP addresses. 
    - urls: Returns a list of URLs related to the IP address.

    Here are some useful descriptions of the arguments in this API, with the format - name of this argument: type of the data, required or optional, description of this argument.
    - ip: string, required, IP address
    - relationship: string, required, Relationship name (see table)
    - x-apikey: string, required, Your API key
    - limit: int32, optional, Maximum number of comments to retrieve
    - cursor: string, optional, Continuation cursor
    """), 
    ("vt_add_comment_to_ip_address(ip: str, data: dict, x_apikey: str)",
    """
    With this function you can post a comment for a given IP address. The body for the POST request must be the JSON representation of a comment object. Notice however that you don't need to provide an ID for the object, as they are automatically generated for new comments.
    However, please note that you will need to provide a valid data JSON for using this function.

    Any word starting with # in your comment's text will be considered a tag, and added to the comment's tag attribute.

    Returns a Comment object.

    Args:
    - ip: string, required, IP address
    - data: json, required, A comment object
    - x-apikey: string, required, Your API key
    """), 
    ("vt_get_comments_on_ip_address(ip: str, x_apikey: str, limit: int = None, cursor: str = None)",
    """
    Retrieves the comments on a provided IP address. Returns a list of Comment objects.

    Args:
    - ip, string, required, IP address
    - x-apikey, string, required, Your API key
    - limit, int32, optional, Maximum number of comments to retrieve
    - cursor, string, optional, Continuation cursor
    """), 
    ("vt_get_domain_report(domain: str, x_apikey: str)",
    """
    Retrieves a domain report. These reports contain information regarding the domain itself that VirusTotal has collected.

    Args:
    - domain: string, required, Domain name
    - x-apikey: string, required, Your API key
    """), 
    ("vt_add_votes_to_ip_address(ip: str, data: dict, x_apikey: str)",
    """
    With this function you can post a vote for a given file. The body for the POST request must be the JSON representation of a vote object. Note however that you don't need to provide an ID for the object, as they are automatically generated for new votes. The verdict attribute must have be either harmless or malicious.

    Please ensure that the JSON object you provide conforms accurately to valid JSON standards.

    Args:
    - ip, string, required, IP address
    - data, json, Vote object
    - x-apikey, string, required, Your API key
    """), 
    ("vt_get_ip_address_report(ip: str, x_apikey: str)", 
    """
    Retrieve an IP address report. These reports condense all of the recent activity that VirusTotal has seen for the resource under consideration, as well as contextual information about it.
    This function specifically generates these reports using the IP address parameter. 

    Args:
    - ip: string, required, IP address
    - x-apikey: string, required, Your API key
    """), 
    ("vt_get_objects_related_to_ip_address(ip: str, relationship: str, x_apikey: str, limit: int = None, cursor: str = None)",
    """
    IP addresses have number of relationships to other objects. This returns ALL objects that fit the relationship.

    The relationships are documented here:
    - comments: The comments for the IP address. Returns a list of comments. 
    - communicating_files: Files that communicate with the IP address. Returns a list of files.
    - downloaded_files: Files downloaded from the IP address. VT Enterprise users only. Returns a list of files.
    - graphs: Graphs including the IP address. Returns a list of graphs.
    - historical_ssl_certificates: SSL certificates associated with the IP. Returns a list of SSL certificates. 
    - historical_whois: WHOIS information for the IP address. Retrurns a list of Whois attributes.
    - related_comments: Community posted comments in the IP's related objects. Returns a list of comments.
    - related_references: Returns the references related to the IP address. Returns a list of References.
    - related_threat_actors: Threat actors related to the IP address. Returns a list of threat actors.
    - referrer_files: Files containing the IP address. Returns a list of Files.
    - resolutions: Resolves the IP addresses. Returns a list of resolutions.
    - urls: Returns a list of URLs related to the IP address. Returns a list of URLs.

    Args:
    - ip, string, required, IP address
    - relationship, string, required, Relationship name (see the list of items from above)
    - x-apikey, string, required, Your API key
    - limit, int32, optional, Maximum number of comments to retrieve
    - cursor, string, optional, Continuation cursor
    """), 
    ("vt_get_dns_resolution_object(id: str, x_apikey: str)",
    """
    This endpoint retrieves a Resolution object by its ID. A resolution object ID is made by appending the IP and the domain it resolves to together.

    Domain-IP resolutions. Resolution objects include the following attributes:
    date: <integer> date when the resolution was made (UTC timestamp).
    host_name: <string> domain or subdomain requested to the resolver.
    host_name_last_analysis_stats: <dictionary> last detection stats from the resolution's domain. Similar to the domains's last_analysis_stats attribute.
    ip_address: <string> IP address the domain was resolved to.
    ip_address_last_analysis_stats: <dictionary> last detection stats from the resolution's IP address. Similar to the IP address' last_analysis_stats attribute.
    resolver: <string> source of the resolution.

    Args:
    - id: string, required, Resolution object ID
    - x-apikey: string, required, Your API key
    """)],
"OTX": [("getIndicatorForIPv4(apiKey: str, ip: str, section: str)", 
    """
    Retrieves comprehensive information for a specific IPv4 address from the AlienVault database. This function provides varied data types. 'general' section includes general information about the IP, geo data, and lists of other available sections. 'reputation' provides OTX data on observed malicious activity by AlienVault Labs. 'geo' details extensive geographic data such as country code and coordinates. 'malware' section shows malware samples associated with the IP, 'urlList' reveals URLs linked to the IP, and 'passiveDns' offers passive DNS information about hostnames/domains associated with the IP.

    Args:
    - apiKey: string, required, Your AlienVault API key
    - ip: string, required, IPv4 address to query
    - section: string, required, Specific data section to retrieve (options: general, reputation, geo, malware, urlList, passiveDns)
    """),
    ("getIndicatorForIPv6(apiKey: str, ip: str, section: str)", 
    """
    Retrieves comprehensive information for a specific IPv6 address from the AlienVault database. This function allows you to obtain various types of data. The 'general' section provides general information about the IP, including geo data, and a list of other available sections. 'reputation' offers OTX data on malicious activity observed by AlienVault Labs. 'geo' details more verbose geographic data such as country code and coordinates. 'malware' reveals malware samples connected to the IP, and 'urlList' shows URLs associated with the IP. Lastly, 'passiveDns' includes passive DNS information about hostnames/domains pointing to this IP.

    Args:
    - apiKey: string, required, Your AlienVault API key
    - ip: string, required, IPv6 address to query
    - section: string, required, Specific data section to retrieve (options: general, reputation, geo, malware, urlList, passiveDns)
    """),
    ("getIndicatorForDomain(apiKey: str, domain: str, section: str)", 
    """
    Retrieves a comprehensive overview for a given domain name from the AlienVault database. This function provides various data types about the domain. The 'general' section includes general information about the domain, such as geo data, and lists of other available sections. 'geo' provides detailed geographic data including country code and coordinates. The 'malware' section indicates malware samples associated with the domain. 'urlList' shows URLs linked to the domain, 'passiveDns' details passive DNS information about hostnames/domains associated with the domain, and 'whois' gives Whois records for the domain.

    Args:
    - apiKey: string, required, Your AlienVault API key
    - domain: string, required, Domain address to query
    - section: string, required, Specific data section to retrieve (options: general, geo, malware, urlList, passiveDns, whois)
    """),
    ("getIndicatorForHostname(apiKey: str, hostname: str, section: str)", 
    """
    Retrieves detailed information for a specific hostname from the AlienVault database. This function provides various data types about the hostname. The 'general' section includes general information about the IP, geo data, and lists of other available sections. 'geo' provides detailed geographic data including country code and coordinates. The 'malware' section indicates malware samples associated with the hostname. 'urlList' shows URLs linked to the hostname, and 'passiveDns' details passive DNS information about hostnames/domains associated with the hostname.

    Args:
    - apiKey: string, required, Your AlienVault API key
    - hostname: string, required, Single hostname address to query
    - section: string, required, Specific data section to retrieve (options: general, geo, malware, urlList, passiveDns)
    """),
    ("getIndicatorForFileHashes(apiKey: str, fileHash: str, section: str)",
    """
    Retrieves information related to a specific file hash from the AlienVault database. This function provides two types of data: 'general', which includes general metadata about the file hash and a list of other available sections for the hash; and 'analysis', which encompasses both dynamic and static analysis of the file, including Cuckoo analysis, exiftool, etc.

    Args:
    - apiKey: string, required, Your AlienVault API key
    - fileHash: string, required, Single file hash to query
    - section: string, required, Specific data section to retrieve (options: general, analysis)
    """),
    ("getIndicatorForUrl(apiKey: str, url: str, section: str)", 
    """
    Retrieves information related to a specific URL from the AlienVault database. This function offers two types of data: 'general', which includes historical geographic information, any pulses this indicator is on, and a list of other available sections for this URL; and 'url_list', which provides full results from AlienVault Labs URL analysis, potentially including multiple entries.

    Args:
    - apiKey: string, required, Your AlienVault API key
    - url: string, required, Single URL to query
    - section: string, required, Specific data section to retrieve (options: general, url_list)
    """),
    ("getIndicatorForCVE(apiKey: str, cve: str, section: str)",
    """
    Retrieves information related to a specific CVE (Common Vulnerability Enumeration) from the AlienVault database. This function offers detailed data on CVEs. The 'General' section includes MITRE CVE data, such as CPEs (Common Platform Enumerations), CWEs (Common Weakness Enumerations), and other relevant details. It also provides information on any pulses this indicator is on, and lists other sections currently available for this CVE.

    Args:
    - apiKey: string, required, Your AlienVault API key
    - cve: string, required, Specific CVE identifier to query (e.g., 'CVE-2014-0160')
    - section: string, required, Specific data section to retrieve ('general' only)
    """),
    ("getIndicatorForNIDS(apiKey: str, nids: str, section: str)", 
     """
    Retrieves metadata information for a specific Network Intrusion Detection System (NIDS) indicator from the AlienVault database. This function is designed to provide general metadata about NIDS indicators.

    Args:
    - apiKey: string, required, Your AlienVault API key
    - nids: string, required, Specific NIDS indicator to query (e.g., '2820184')
    - section: string, required, Specific data section to retrieve ('general' only)
    """),
    ("getIndicatorForCorrelationRules(apiKey: str, correlationRule: str, section: str)",
    """
    Retrieves metadata information related to a specific Correlation Rule from the AlienVault database. This function is designed to provide general metadata about Correlation Rules used in network security and event correlation. Correlation Rules are crucial for identifying patterns and potential security threats in network data.

    Args:
    - apiKey: string, required, Your AlienVault API key
    - correlationRule: string, required, Specific Correlation Rule identifier to query (e.g., '572f8c3c540c6f0161677877')
    - section: string, required, Specific data section to retrieve ('general' only)
    """)],
"CVECPE": [("searchCVE(cpeName: str, cveId: str, cvssV2Metrics: str, cvssV2Severity: str, cvssV3Metrics: str, cvssV3Severity: str, cweId: str, hasCertAlerts: bool, hasCertNotes: bool, hasKev: bool, hasOval: bool, isVulnerable: bool, keywordExactMatch: bool, keywordSearch: str, lastModStartDate: str, lastModEndDate: str, noRejected: bool, pubStartDate: str, pubEndDate: str, sourceIdentifier: str, versionEnd: str, versionEndType: str, versionStart: str, versionStartType: str, virtualMatchString: str, limit: int, delay: int, key: str, verbose: bool)", 
    """
    Build and send GET request then return list of objects containing a collection of CVEs. For more information on the parameters available, please visit https://nvd.nist.gov/developers/vulnerabilities

    Args:
    - cpeName (str): Please do not confuse this with keywordSearch; this requires the argument to start with "cpe", whereas the keywordSearch argument allows for arbitrary keywords. This value will be compared agains the CPE Match Criteria within a CVE applicability statement. (i.e. find the vulnerabilities attached to that CPE). Partial match strings are allowed.

    - cveId (str): Please pass in a string integer, like "1" or "30". Returns a single CVE that already exists in the NVD.

    - cvssV2Metrics (str): This parameter returns only the CVEs that match the provided CVSSv2 vector string. Either full or partial vector strings may be used. This parameter cannot be used in requests that include cvssV3Metrics.

    - cvssV2Severity (str): Find vulnerabilities having a LOW, MEDIUM, or HIGH version 2 severity.

    - cvssV3Metrics (str): This parameter returns only the CVEs that match the provided CVSSv3 vector string. Either full or partial vector strings may be used. This parameter cannot be used in requests that include cvssV2Metrics.

    - cvssV3Severity (str): Find vulnerabilities having a LOW, MEDIUM, HIGH, or CRITICAL version 3 severity.

    - cweId (str): Please pass in a string integer, like "1" or "30". Filter collection by CWE (Common Weakness Enumeration) ID. You can find a list at https://cwe.mitre.org/. A CVE can have multiple CWE IDs assigned to it.

    - hasCertAlerts (bool): Returns CVE that contain a Technical Alert from US-CERT.

    - hasCertNotes (bool): Returns CVE that contain a Vulnerability Note from CERT/CC.

    - hasOval (bool): Returns CVE that contain information from MITRE's Open Vulnerability and Assessment Language (OVAL) before this transitioned to the Center for Internet Security (CIS).

    - isVulnerable (bool): Returns CVE associated with a specific CPE, where the CPE is also considered vulnerable. REQUIRES cpeName parameter. isVulnerable is not compatible with virtualMatchString parameter.

    - keywordExactMatch (bool): When keywordSearch is used along with keywordExactmatch, it will search the NVD for CVEs containing exactly what was passed to keywordSearch. REQUIRES keywordSearch.

    - keywordSearch (str): Searches CVEs where a word or phrase is found in the current description. If passing multiple keywords with a space character in between then each word must exist somewhere in the description, not necessarily together unless keywordExactMatch=True is passed to searchCVE.

    - lastModStartDate (str,datetime obj): These parameters return only the CVEs that were last modified during the specified period. If a CVE has been modified more recently than the specified period, it will not be included in the response. If filtering by the last modified date, both lastModStartDate and lastModEndDate are REQUIRED. The maximum allowable range when using any date range parameters is 120 consecutive days.

    - lastModEndDate (str, datetime obj): Required if using lastModStartDate.

    - noRejected (bool): Filters out all CVEs that are in a reject or rejected status. Searches without this parameter include rejected CVEs.

    - pubStartDate (str,datetime obj): These parameters return only the CVEs that were added to the NVD (i.e., published) during the specified period. If filtering by the published date, both pubStartDate and pubEndDate are REQUIRED. The maximum allowable range when using any date range parameters is 120 consecutive days.

    - pubEndDate (str, datetime obj): Required if using pubStartDate.

    - sourceIdentifier (str): Returns CVE where the data source of the CVE is the value that is passed to sourceIdentifier.

    - versionEnd (str): Must be combined with versionEndType and virtualMatchString. Returns only the CVEs associated with CPEs in specific version ranges.

    - versionEndType (str): Must be combined with versionEnd and virtualMatchString. Valid values are including or excluding. Denotes to include the specified version in versionEnd, or exclude it.

    - versionStart (str): Must be combined with versionStartType and virtualMatchString. Returns only CVEs with specific versions. Requests that include versionStart cannot include a version component in the virtualMatchString.

    - versionStartType (str): Must be combined with versionStart and virtualMatchString. Valid values are including or excluding. Denotes to include the specified version in versionStart, or exclude it.

    - virtualMatchString (str): A more broad filter compared to cpeName. The cpe match string that is passed to virtualMatchString is compared against the CPE Match Criteria present on CVE applicability statements.

    - limit (int): Custom argument to limit the number of results of the search. Allowed any number between 1 and 2000.

    - delay (int): Can only be used if an API key is provided. This allows the user to define a delay. The delay must be greater than 0.6 seconds. The NVD API recommends scripts sleep for atleast 6 seconds in between requests.

    - key (str): NVD API Key. Allows for the user to define a delay. NVD recommends scripts sleep 6 seconds in between requests. If no valid API key is provided, requests are sent with a 6 second delay.

    - verbose (bool): Prints the URL request for debugging purposes.
    """),
    ("searchCPE(cpeNameId: str, cpeMatchString: str, keywordExactMatch: bool, keywordSearch: str, lastModStartDate: str, lastModEndDate: str, matchCriteriaId: str, limit: int, key: str, delay: int, verbose: bool)", 
    """
    Build and send GET request then return list of objects containing a collection of CPEs.

    Args:
    - cpeNameId (str) Returns a specific CPE record using its UUID. If a correctly formatted UUID is passed but it does not exist, it will return empty results. The UUID is the cpeNameId value when searching CPE.                                                                                                                                                           

    - cpeMatchString (str) Use a partial CPE name to search for other CPE names.

    - keywordExactMatch (bool) Searches metadata within CPE title and reference links for an exact match of the phrase or word passed to it. Must be included with keywordSearch.

    - keywordSearch (str) Returns CPE records where a word or phrase is found in the metadata title or reference links. Space characters act as an AND statement.

    - lastModStartDate (str/datetime obj) CPE last modification start date. Maximum 120 day range. A start and end date is required. All times are in UTC 00:00. A datetime object or string can be passed as a date. NVDLib will automatically parse the datetime object into the correct format. String Example: '2020-06-28 00:00'

    - lastModEndDate (str/datetime obj) CPE last modification end date. Maximum 120 day range. Must be included with lastModStartDate. Example: ‘2020-06-28 00:00’

    - limit (int) Limits the number of results of the search.

    - key (str) NVD API Key. Allows for a request every 0.6 seconds instead of 6 seconds.

    - delay (int) Can only be used if an API key is provided. The amount of time to sleep in between requests. Must be a value above 0.6 seconds if an API key is present. delay is set to 6 seconds if no API key is passed.                                                                                                                                                        

    - verbose (bool) Prints the URL request for debugging purposes.
    """)],
"VirusTotal": [("vt_get_votes_on_ip_address(ip: str)", """
    This function will retrieve votes on a provided IP address.

    Args:
    - ip: string, required, ip address
    """), 
    ("vt_get_comments_on_domain(domain: str, x_apikey: str, limit: int = None, cursor: str = None)", 
    """
    This function will retrieve comments on a specified domain.

    Args:
    - domain, string, required, Domain name
    - x-apikey, string, required, Your API key
    - limit, int32, optional, Maximum number of comments to retrieve
    - cursor, string, optional, Continuation cursor
    """), 
    ("vt_get_object_descriptors_related_to_domain(domain: str, relationship: str, x_apikey: str, limit: int = None, cursor: str = None)", 
    """
    This specifically returns related object's IDs (and context attributes, if any). Please note that this will not return all attributes. This will return objects relating to a domain.

    - caa_records: Records CAA for the domain. 
    - cname_records: Records CNAME for the domain. 
    - comments: Community posted comments about the domain. 
    - communicating_files: Files that communicate with the domain. 
    - downloaded_files: Files downloaded from that domain. 
    - graphs: All graphs that include the domain. 
    - historical_ssl_certificates: SSL certificates associated with the domain. 
    - historical_whois: WHOIS information for the domain. 
    - immediate_parent: Domain's immediate parent. 
    - mx_records: Records MX for the domain. 
    - ns_records: Records NS for the domain. 
    - parent: Domain's top parent. 
    - referrer_files: Refers to any and all files that contain this domain. 
    - related_comments: Community posted comments in the domain's related objects. 
    - related_references: Refers to the References related to the domain. 
    - related_threat_actors: Refers to the threat actors related to the domain. A list of Threat Actors.
    - resolutions: DNS resolutions for the domain. 
    - soa_records: Records SOA for the domain. 
    - siblings: Refers to the Domain's sibling domains. 
    - subdomains: Refers to the Domain's subdomains. 
    - urls: Refers to the URLs that contain this domain. 
    - user_votes: Refers to the current user's votes. 

    Args:
    - domain: string, required, Domain name
    - relationship: string, required, Relationship name (see table)
    - x-apikey: string, required, Your API key
    - limit: int32, optional, Maximum number of comments to retrieve
    - cursor: string, optional, Continuation cursor
    """), 
    ("vt_get_objects_related_to_domain(domain: str, relationship: str, x_apikey: str, limit: int = None, cursor: str = None)",
    """
    Objects are a key concept in the VirusTotal API. Each object has an identifier and a type. 
    Each object has an associated URL, and each domain is associated with objects.
    This function returns ALL of the objects related to the domain, based on the specified relationship.

    The following describe the valid relationship:
    - caa_records: Records CAA for the domain. 
    - cname_records: Records CNAME for the domain. 
    - comments: Community posted comments about the domain. 
    - communicating_files: Files that communicate with the domain. 
    - downloaded_files: Files downloaded from that domain. 
    - graphs: All graphs that include the domain. 
    - historical_ssl_certificates: SSL certificates associated with the domain. 
    - historical_whois: WHOIS information for the domain. 
    - immediate_parent: Domain's immediate parent. 
    - mx_records: Records MX for the domain. 
    - ns_records: Records NS for the domain. 
    - parent: Domain's top parent. 
    - referrer_files: Refers to any and all files that contain this domain. 
    - related_comments: Community posted comments in the domain's related objects. 
    - related_references: Refers to the References related to the domain. 
    - related_threat_actors: Refers to the threat actors related to the domain. A list of Threat Actors.
    - resolutions: DNS resolutions for the domain. 
    - soa_records: Records SOA for the domain. 
    - siblings: Refers to the Domain's sibling domains. 
    - subdomains: Refers to the Domain's subdomains. 
    - urls: Refers to the URLs that contain this domain. 
    - user_votes: Refers to the current user's votes. 


    Args:
    - domain: string, required, Domain name
    - relationship, string, required, Relationship name (see table)
    - x-apikey, string, required, Your API key
    - limit, int32, optional, Maximum number of comments to retrieve
    - cursor, string, optional, Continuation cursor
    """), 
    ("vt_get_object_descriptors_related_to_ip_address(ip: str, relationship: str, x_apikey: str, limit: int = None, cursor: str = None)",
    """
    This specifically returns related object's IDs (and context attributes, if any). Please note that this will not return all attributes.

    You are expected to provide the relationship to the object you're interested in. The valid relationships are as follows.

    The relationships are documented here:
    - comments: The comments for the IP address. 
    - communicating_files: Files that communicate with the IP address. 
    - downloaded_files: Files downloaded from the IP address. VT Enterprise users only. 
    - graphs: Graphs including the IP address. 
    - historical_ssl_certificates: SSL certificates associated with the IP. 
    - historical_whois: WHOIS information for the IP address. Retrurns a list of Whois attributes.
    - related_comments: Community posted comments in the IP's related objects. 
    - related_references: Returns the references related to the IP address. 
    - related_threat_actors: Threat actors related to the IP address. 
    - referrer_files: Files containing the IP address. 
    - resolutions: Resolves the IP addresses. 
    - urls: Returns a list of URLs related to the IP address.

    Here are some useful descriptions of the arguments in this API, with the format - name of this argument: type of the data, required or optional, description of this argument.
    - ip: string, required, IP address
    - relationship: string, required, Relationship name (see table)
    - x-apikey: string, required, Your API key
    - limit: int32, optional, Maximum number of comments to retrieve
    - cursor: string, optional, Continuation cursor
    """), 
    ("vt_add_comment_to_ip_address(ip: str, data: dict, x_apikey: str)",
    """
    With this function you can post a comment for a given IP address. The body for the POST request must be the JSON representation of a comment object. Notice however that you don't need to provide an ID for the object, as they are automatically generated for new comments.
    However, please note that you will need to provide a valid data JSON for using this function.

    Any word starting with # in your comment's text will be considered a tag, and added to the comment's tag attribute.

    Returns a Comment object.

    Args:
    - ip: string, required, IP address
    - data: json, required, A comment object
    - x-apikey: string, required, Your API key
    """), 
    ("vt_get_comments_on_ip_address(ip: str, x_apikey: str, limit: int = None, cursor: str = None)",
    """
    Retrieves the comments on a provided IP address. Returns a list of Comment objects.

    Args:
    - ip, string, required, IP address
    - x-apikey, string, required, Your API key
    - limit, int32, optional, Maximum number of comments to retrieve
    - cursor, string, optional, Continuation cursor
    """), 
    ("vt_get_domain_report(domain: str, x_apikey: str)",
    """
    Retrieves a domain report. These reports contain information regarding the domain itself that VirusTotal has collected.

    Args:
    - domain: string, required, Domain name
    - x-apikey: string, required, Your API key
    """), 
    ("vt_add_votes_to_ip_address(ip: str, data: dict, x_apikey: str)",
    """
    With this function you can post a vote for a given file. The body for the POST request must be the JSON representation of a vote object. Note however that you don't need to provide an ID for the object, as they are automatically generated for new votes. The verdict attribute must have be either harmless or malicious.

    Please ensure that the JSON object you provide conforms accurately to valid JSON standards.

    Args:
    - ip, string, required, IP address
    - data, json, Vote object
    - x-apikey, string, required, Your API key
    """), 
    ("vt_get_ip_address_report(ip: str, x_apikey: str)", 
    """
    Retrieve an IP address report. These reports condense all of the recent activity that VirusTotal has seen for the resource under consideration, as well as contextual information about it.
    This function specifically generates these reports using the IP address parameter. 

    Args:
    - ip: string, required, IP address
    - x-apikey: string, required, Your API key
    """), 
    ("vt_get_objects_related_to_ip_address(ip: str, relationship: str, x_apikey: str, limit: int = None, cursor: str = None)",
    """
    IP addresses have number of relationships to other objects. This returns ALL objects that fit the relationship.

    The relationships are documented here:
    - comments: The comments for the IP address. Returns a list of comments. 
    - communicating_files: Files that communicate with the IP address. Returns a list of files.
    - downloaded_files: Files downloaded from the IP address. VT Enterprise users only. Returns a list of files.
    - graphs: Graphs including the IP address. Returns a list of graphs.
    - historical_ssl_certificates: SSL certificates associated with the IP. Returns a list of SSL certificates. 
    - historical_whois: WHOIS information for the IP address. Retrurns a list of Whois attributes.
    - related_comments: Community posted comments in the IP's related objects. Returns a list of comments.
    - related_references: Returns the references related to the IP address. Returns a list of References.
    - related_threat_actors: Threat actors related to the IP address. Returns a list of threat actors.
    - referrer_files: Files containing the IP address. Returns a list of Files.
    - resolutions: Resolves the IP addresses. Returns a list of resolutions.
    - urls: Returns a list of URLs related to the IP address. Returns a list of URLs.

    Args:
    - ip, string, required, IP address
    - relationship, string, required, Relationship name (see the list of items from above)
    - x-apikey, string, required, Your API key
    - limit, int32, optional, Maximum number of comments to retrieve
    - cursor, string, optional, Continuation cursor
    """), 
    ("vt_get_dns_resolution_object(id: str, x_apikey: str)",
    """
    This endpoint retrieves a Resolution object by its ID. A resolution object ID is made by appending the IP and the domain it resolves to together.

    Domain-IP resolutions. Resolution objects include the following attributes:
    date: <integer> date when the resolution was made (UTC timestamp).
    host_name: <string> domain or subdomain requested to the resolver.
    host_name_last_analysis_stats: <dictionary> last detection stats from the resolution's domain. Similar to the domains's last_analysis_stats attribute.
    ip_address: <string> IP address the domain was resolved to.
    ip_address_last_analysis_stats: <dictionary> last detection stats from the resolution's IP address. Similar to the IP address' last_analysis_stats attribute.
    resolver: <string> source of the resolution.

    Args:
    - id: string, required, Resolution object ID
    - x-apikey: string, required, Your API key
    """)],
"CVECPE_Multi_Dependency": [("mergeCPEs(list1: list, list2: list)",
    """Combines two lists of CPEs into one. 
    
    Args: 
    - list1 (list): List of CPEs. Each object in the list should contain a collection of CPEs. 
    - list2 (list): Another list of CPEs. Each object in this list should also contain a collection of CPEs.

    Returns: 
    - combined_list (list): A combined list of CPEs from both the input lists.
    """
    ),
    ("mergeCVEs(list1: list, list2: list)", 
    """This function takes two lists of objects each containing a collection of CVEs, and combines them into a single list. 
    
    Args: 
    - list1 (list): First list of objects each holding details of a CVE. Each object in this list represents a CVE (Common Vulnerabilities and Exposures) in the format defined by the NVD (National Vulnerability Database). 
    - list2 (list): Second list of objects each holding details of a CVE. Like list1, each object represents a CVE in the format defined by the NVD. 
    
    Returns: 
    - list: A single list that combines all objects from list1 and list2. Hence, the resulting list is a collection of CVEs taken from both input lists.
    """),
    ("sortCPEsByLastMod(cpeList: list, descending: bool)", 
    """Sorts a list of object collections of CPEs by their last modification time. 
    
    Args: 
    - cpeList (list): The list of object collections of CPEs that need to be sorted. Each object collection has a lastModified field. 
    - descending (bool): Determines the order of sort. If True, CPEs will be sorted in descending order of 'last modification time'. If False, the sorting will be in ascending order. Default value is True. 
    
    Returns: 
    - List of object collections of CPEs sorted by the lastModified field.
    """),
    ("filterDeprecatedCPEs(cpeList: list)", 
    """Loop through the CPE objects in the list and return the ones that are not deprecated. 
    
    Args: 
    - cpeList (list): A list of CPE objects. Each CPE object has a 'deprecated' key. If the value of this key is False, it means the CPE object is not deprecated. 
    
    Returns: 
    - cpeList (list): This function will return a list of non-deprecated CPE objects."""),
    ("filterCVEsBySeverity(cveList: list, severityLevel: str)", 
    """Returns a list of CVE objects from the given collection that have the provided severity level. 
    
    Args: 
    - cveList: list, required, List of objects containing a collection of CVEs. Each CVE object is expected to have 'cvssV2Severity' and/or 'cvssV3Severity' properties reflecting the severity level of the vulnerability. 
    - severityLevel: str, required, The severity level with which to filter the CVEs. Accepts 'LOW', 'MEDIUM', 'HIGH' for both 'cvssV2Severity' and 'cvssV3Severity', and 'CRITICAL' for 'cvssV3Severity' only. 
    
    Returns: 
    - matchingCVEs: list, Only the objects from the given CVE list that have the provided severity level."""),
    ("filterCVEByLanguage(cve_list: list, language: str)", 
    """Filters a collection of CVE (Common Vulnerabilities and Exposures) objects and returns a list of the ones that have descriptions for a specific language. 
    
    Args: 
    - cve_list (list): A list of CVE objects. Each object should contain information about a particular CVE, including its description available in various languages. 
    - language (str): Language code for which the function will check in the description field of the CVE objects. This must follow the ISO 639-1 language codes, such as 'en' for English, 'es' for Spanish, and 'de' for German, etc. 
    
    Returns: 
    - A list of CVE objects from the original collection that contain a description in the specified language. If no matching CVE objects are found, returns an empty list."""),
    ("sortCVEsByModDate(cve_list: list, descending: bool)", 
    """This function sorts a list of CVE objects by their last modification date. 
    Args: 
    - cve_list (list of CVE objects): A required list of CVE objects. Each object should at least have a property for last modification date. 
    - descending (bool, optional): If set to True, the list will be sorted in descending order (most recently modified first). Defaults to True. 
    
    Returns: 
    - list of CVE objects: Sorted list of CVE objects."""),
    ("sortCVEsByCVSSv2Score(cve_list: list, descending: bool)", 
    """Accepts a list of CVE objects and sorts them by their CVSS Version 2.0 base scores. If a CVE object does not contain a CVSS v2 score, it is assumed to have the lowest possible score (i.e., 0). 
    Args: 
    - cve_list (list): List of CVE objects, where each object contains details such as CVE identifier, CVSS v2 and v3 scores, etc. 
    - descending (bool, optional): If set to True, the list will be sorted in descending order (highest CVSSv2Score first). Defaults to True. 
    
    Returns: 
    - list: The input list of CVEs sorted in decreasing order of their CVSS Version 2.0 base scores."""),
    ("sortCVEsByCVSSv3Score(cve_list: list, descending: bool)", 
    """Accepts a list of CVE objects and sorts them by their CVSS Version 3.x base scores. If a CVE object does not contain a CVSS v3 score, it is assumed to have the lowest possible score (i.e., 0). 
    
    Args: 
    - cve_list (list): List of CVE objects, where each object contains details such as CVE identifier, CVSS v2 and v3 scores, etc. 
    - descending (bool, optional): If set to True, the list will be sorted in descending order (highest CVSSv3Score first). Defaults to True. 
    
    Returns: 
    - list: The input list of CVEs sorted in decreasing order of their CVSS Version 3.x base scores."""),
    ("countCVEsBySeverity(cve_list: list)", 
    """Analyze a list of CVE objects, and return a dictionary with counts of CVEs according to their 'cvssV3Severity' (LOW, MEDIUM, HIGH, CRITICAL). 
    
    Args: 
    - cve_list (list): A list of dictionary objects each representing a CVE. Each dictionary should include a 'cvssV3Severity' key. 
    
    Returns: 
    - dict: A dictionary with keys as 'LOW', 'MEDIUM', 'HIGH', 'CRITICAL' and values as counts of CVEs having corresponding 'cvssV3Severity'."""),
    ("get_first_object_from_list(list_of_objects: list)", 
    """Retrieves the first object from a given list. If the list is empty, it return `None`. 
    
    Args: 
    - list_of_objects: list, required, List containing objects from which the function will pick out the first object."""),
    ("getCPEName(cpeObject: object)", 
    """This function takes a CPE object and extracts the CPE name. 
    
    Args: 
    - cpeObject: A CPE object from which the CPE name is to be extracted. The object should have a 'cpeName' field, 
    
    Returns: 
    - str: The CPE name retrieved from the CPE object."""),
    ("search_backup_keywords(cvecpeList: list, backup_keyword: str)", 
    """This function takes in a backup keyword and a list of CVE or CPE items found by an initial searchCVE or searchCPE. If the list is empty, the function will search again using the backup keyword instead of the original keyword. If it is not empty, the function returns the original searched results.
    
    Args:
    - cvecpeList, list, required, This arg takes in a list of CVE or CPE items.
    - backup_keyword, str, required, The backup keyword to search if the original keyword doesn't lead to corresponding results.
    """),
    ("compare_cvecpes(cvecpeList1: list, cvecpeList2: list)", 
    """This function can compare the contents of two lists of provided CVE or CPE items, summarizing the common parts and differences between the two lists. 
    
    Args: 
    - cvecpeList1, list, required, This arg takes in a list of CVE or CPE items to compare with another list. 
    - cvecpeList2", list, required, This arg takes in a list of CVE or CPE items to compare with another list.
    """),
    ("verify_and_process_data_range_end(startdate: str, enddate: str)", 
    """This function can verify whether the range of dates being searched is within 3 months. If true, it returns the original enddate. If not, it will automatically truncate and return an appropriate enddate resulting in a 3-month time span. Note that searchCVE or searchCPE cannot handle time span longer than 3 months.
    
    Args:
    - startdate, str, required, The start date of the searched time span.
    - enddate", str, required, The end date of the searched time span.
    """),
    ("verify_and_process_data_range_start(startdate: str, enddate: str)", 
    """{This function can verify whether the range of dates being searched is within 3 months. If true, it returns the original startdate. If not, it will automatically truncate and return an appropriate startdate resulting in a 3-month time span. Note that searchCVE or searchCPE cannot handle time span longer than 3 months.
    
    Args:
    - startdate, str, required, The start date of the searched time span.
    - enddate, str, required, The end date of the searched time span.
    """),
    ("summarize_cvecpes(cvecpeList: list)", 
    """{This function can summarize the contents of provided CVE or CPE items.
    
    Args: 
    - cvecpeList: list, required, This arg takes in a list of CVE or CPE items.
    """),
    ("count_cvecpe_items(cvecpeList: list)", 
    """{This function counts the total number of CVE and CPE items provided in the arg.
    
    Args:
    - cvecpeList, list, required, This arg takes in a list of CVE or CPE items.
    """),
    ("searchCVE(cpeName: str, cveId: str, cvssV2Metrics: str, cvssV2Severity: str, cvssV3Metrics: str, cvssV3Severity: str, cweId: str, hasCertAlerts: bool, hasCertNotes: bool, hasKev: bool, hasOval: bool, isVulnerable: bool, keywordExactMatch: bool, keywordSearch: str, lastModStartDate: str, lastModEndDate: str, noRejected: bool, pubStartDate: str, pubEndDate: str, sourceIdentifier: str, versionEnd: str, versionEndType: str, versionStart: str, versionStartType: str, virtualMatchString: str, limit: int, delay: int, key: str, verbose: bool)", 
    """
    Build and send GET request then return list of objects containing a collection of CVEs. For more information on the parameters available, please visit https://nvd.nist.gov/developers/vulnerabilities

    Args:
    - cpeName (str): Please do not confuse this with keywordSearch; this requires the argument to start with "cpe", whereas the keywordSearch argument allows for arbitrary keywords. This value will be compared agains the CPE Match Criteria within a CVE applicability statement. (i.e. find the vulnerabilities attached to that CPE). Partial match strings are allowed.

    - cveId (str): Please pass in a string integer, like "1" or "30". Returns a single CVE that already exists in the NVD.

    - cvssV2Metrics (str): This parameter returns only the CVEs that match the provided CVSSv2 vector string. Either full or partial vector strings may be used. This parameter cannot be used in requests that include cvssV3Metrics.

    - cvssV2Severity (str): Find vulnerabilities having a LOW, MEDIUM, or HIGH version 2 severity.

    - cvssV3Metrics (str): This parameter returns only the CVEs that match the provided CVSSv3 vector string. Either full or partial vector strings may be used. This parameter cannot be used in requests that include cvssV2Metrics.

    - cvssV3Severity (str): Find vulnerabilities having a LOW, MEDIUM, HIGH, or CRITICAL version 3 severity.

    - cweId (str): Please pass in a string integer, like "1" or "30". Filter collection by CWE (Common Weakness Enumeration) ID. You can find a list at https://cwe.mitre.org/. A CVE can have multiple CWE IDs assigned to it.

    - hasCertAlerts (bool): Returns CVE that contain a Technical Alert from US-CERT.

    - hasCertNotes (bool): Returns CVE that contain a Vulnerability Note from CERT/CC.

    - hasOval (bool): Returns CVE that contain information from MITRE's Open Vulnerability and Assessment Language (OVAL) before this transitioned to the Center for Internet Security (CIS).

    - isVulnerable (bool): Returns CVE associated with a specific CPE, where the CPE is also considered vulnerable. REQUIRES cpeName parameter. isVulnerable is not compatible with virtualMatchString parameter.

    - keywordExactMatch (bool): When keywordSearch is used along with keywordExactmatch, it will search the NVD for CVEs containing exactly what was passed to keywordSearch. REQUIRES keywordSearch.

    - keywordSearch (str): Searches CVEs where a word or phrase is found in the current description. If passing multiple keywords with a space character in between then each word must exist somewhere in the description, not necessarily together unless keywordExactMatch=True is passed to searchCVE.

    - lastModStartDate (str,datetime obj): These parameters return only the CVEs that were last modified during the specified period. If a CVE has been modified more recently than the specified period, it will not be included in the response. If filtering by the last modified date, both lastModStartDate and lastModEndDate are REQUIRED. The maximum allowable range when using any date range parameters is 120 consecutive days.

    - lastModEndDate (str, datetime obj): Required if using lastModStartDate.

    - noRejected (bool): Filters out all CVEs that are in a reject or rejected status. Searches without this parameter include rejected CVEs.

    - pubStartDate (str,datetime obj): These parameters return only the CVEs that were added to the NVD (i.e., published) during the specified period. If filtering by the published date, both pubStartDate and pubEndDate are REQUIRED. The maximum allowable range when using any date range parameters is 120 consecutive days.

    - pubEndDate (str, datetime obj): Required if using pubStartDate.

    - sourceIdentifier (str): Returns CVE where the data source of the CVE is the value that is passed to sourceIdentifier.

    - versionEnd (str): Must be combined with versionEndType and virtualMatchString. Returns only the CVEs associated with CPEs in specific version ranges.

    - versionEndType (str): Must be combined with versionEnd and virtualMatchString. Valid values are including or excluding. Denotes to include the specified version in versionEnd, or exclude it.

    - versionStart (str): Must be combined with versionStartType and virtualMatchString. Returns only CVEs with specific versions. Requests that include versionStart cannot include a version component in the virtualMatchString.

    - versionStartType (str): Must be combined with versionStart and virtualMatchString. Valid values are including or excluding. Denotes to include the specified version in versionStart, or exclude it.

    - virtualMatchString (str): A more broad filter compared to cpeName. The cpe match string that is passed to virtualMatchString is compared against the CPE Match Criteria present on CVE applicability statements.

    - limit (int): Custom argument to limit the number of results of the search. Allowed any number between 1 and 2000.

    - delay (int): Can only be used if an API key is provided. This allows the user to define a delay. The delay must be greater than 0.6 seconds. The NVD API recommends scripts sleep for atleast 6 seconds in between requests.

    - key (str): NVD API Key. Allows for the user to define a delay. NVD recommends scripts sleep 6 seconds in between requests. If no valid API key is provided, requests are sent with a 6 second delay.

    - verbose (bool): Prints the URL request for debugging purposes.
    """),
    ("searchCPE(cpeNameId: str, cpeMatchString: str, keywordExactMatch: bool, keywordSearch: str, lastModStartDate: str, lastModEndDate: str, matchCriteriaId: str, limit: int, key: str, delay: int, verbose: bool)", 
    """
    Build and send GET request then return list of objects containing a collection of CPEs.

    Args:
    - cpeNameId (str) Returns a specific CPE record using its UUID. If a correctly formatted UUID is passed but it does not exist, it will return empty results. The UUID is the cpeNameId value when searching CPE.                                                                                                                                                           

    - cpeMatchString (str) Use a partial CPE name to search for other CPE names.

    - keywordExactMatch (bool) Searches metadata within CPE title and reference links for an exact match of the phrase or word passed to it. Must be included with keywordSearch.

    - keywordSearch (str) Returns CPE records where a word or phrase is found in the metadata title or reference links. Space characters act as an AND statement.

    - lastModStartDate (str/datetime obj) CPE last modification start date. Maximum 120 day range. A start and end date is required. All times are in UTC 00:00. A datetime object or string can be passed as a date. NVDLib will automatically parse the datetime object into the correct format. String Example: '2020-06-28 00:00'

    - lastModEndDate (str/datetime obj) CPE last modification end date. Maximum 120 day range. Must be included with lastModStartDate. Example: ‘2020-06-28 00:00’

    - limit (int) Limits the number of results of the search.

    - key (str) NVD API Key. Allows for a request every 0.6 seconds instead of 6 seconds.

    - delay (int) Can only be used if an API key is provided. The amount of time to sleep in between requests. Must be a value above 0.6 seconds if an API key is present. delay is set to 6 seconds if no API key is passed.                                                                                                                                                        

    - verbose (bool) Prints the URL request for debugging purposes.
    """)]
}


CVECPE_Explain = (
    "NVDLib is a Python API wrapper for the NIST National Vulnerability Database (NVD). "
    "It allows pulling data on known CVEs, including CVE ID, description, reference links, CWE, "
    "CPE applicability statements, optional CPE names, CVSS scores or metrics, and CVE publication and modified dates. "
    "Features include searching the NVD for CVEs by keywords, dates, cweID, CVSS metrics, CPE strings, US-CERT alerts, "
    "and more. It also enables searching for CPE names using modification dates, keywords, and CPE match strings. "
    "Data can be easily accessed as class attributes. If no API key is provided, NVDLib defaults to a 6-second delay "
    "between requests as recommended by NVD."
)