llamastack/bfcl_v3__old huggingface dataset:
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'calc_heat_capacity', 'description': 'Calculate the heat capacity at constant pressure of air using its temperature and volume. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'temp': {'type': 'integer', 'description': 'The temperature of the gas in Kelvin.'}, 'volume': {'type': 'integer', 'description': 'The volume of the gas in m^3.'}, 'gas': {'type': 'string', 'description': "Type of gas, with 'air' as default."}}, 'required': ['temp', 'volume']}}]


user: Calculate the heat capacity at constant pressure for air, given its temperature is 298K and volume is 10 m^3.

Available functions:
[{"name": "calc_heat_capacity", "description": "Calculate the heat capacity at constant pressure of air using its temperature and volume.", "parameters": {"type": "dict", "properties": {"temp": {"type": "integer", "description": "The temperature of the gas in Kelvin."}, "volume": {"type": "integer", "description": "The volume of the gas in m^3."}, "gas": {"type": "string", "description": "Type of gas, with 'air' as default."}}, "required": ["temp", "volume"]}}]

Ground truth: [{"calc_heat_capacity": {"temp": [298], "volume": [10], "gas": ["air", ""]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'fetch_DNA_sequence', 'description': 'Retrieve the sequence of a DNA molecule with the given id from a public database. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'DNA_id': {'type': 'string', 'description': 'Unique ID of the DNA molecule in the database.'}, 'format': {'type': 'string', 'description': "Optional parameter to get sequence in specific format (default to 'fasta')."}, 'upstream': {'type': 'integer', 'description': 'Optional parameter to include certain number of base pairs upstream the DNA sequence (default to 0).'}}, 'required': ['DNA_id']}}]


user: Retrieve the sequence of DNA molecule with id `DNA123`.

Available functions:
[{"name": "fetch_DNA_sequence", "description": "Retrieve the sequence of a DNA molecule with the given id from a public database.", "parameters": {"type": "dict", "properties": {"DNA_id": {"type": "string", "description": "Unique ID of the DNA molecule in the database."}, "format": {"type": "string", "description": "Optional parameter to get sequence in specific format (default to 'fasta')."}, "upstream": {"type": "integer", "description": "Optional parameter to include certain number of base pairs upstream the DNA sequence (default to 0)."}}, "required": ["DNA_id"]}}]

Ground truth: [{"fetch_DNA_sequence": {"DNA_id": ["DNA123"], "format": ["", "fasta"], "upstream": ["", 0]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'get_protein_sequence', 'description': 'Retrieve the protein sequence encoded by a human gene. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'gene': {'type': 'string', 'description': 'The human gene of interest.'}, 'species': {'type': 'string', 'description': 'The species for which the gene is to be analyzed.', 'default': 'Homo sapiens'}}, 'required': ['gene']}}]


user: Identify the protein sequence of a given human gene 'BRCA1'.

Available functions:
[{"name": "get_protein_sequence", "description": "Retrieve the protein sequence encoded by a human gene.", "parameters": {"type": "dict", "properties": {"gene": {"type": "string", "description": "The human gene of interest."}, "species": {"type": "string", "description": "The species for which the gene is to be analyzed.", "default": "Homo sapiens"}}, "required": ["gene"]}}]

Ground truth: [{"get_protein_sequence": {"gene": ["BRCA1"], "species": ["Homo sapiens", ""]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'biology.get_cell_info', 'description': 'Retrieve information about the structure and functioning of a specified type of cell Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'cell_type': {'type': 'string', 'description': 'Type of cell you want information about'}, 'detailed': {'type': 'boolean', 'description': 'Indicate if you want a detailed description of the cell', 'default': 'false'}}, 'required': ['cell_type']}}]


user: Find me detailed information about the structure of human cell

Available functions:
[{"name": "biology.get_cell_info", "description": "Retrieve information about the structure and functioning of a specified type of cell", "parameters": {"type": "dict", "properties": {"cell_type": {"type": "string", "description": "Type of cell you want information about"}, "detailed": {"type": "boolean", "description": "Indicate if you want a detailed description of the cell", "default": "false"}}, "required": ["cell_type"]}}]

Ground truth: [{"biology.get_cell_info": {"cell_type": ["human"], "detailed": [true]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'cellbio.get_proteins', 'description': 'Get the list of proteins in a specific cell compartment. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'cell_compartment': {'type': 'string', 'description': 'The specific cell compartment.'}, 'include_description': {'type': 'boolean', 'description': 'Set true if you want a brief description of each protein.', 'default': 'false'}}, 'required': ['cell_compartment']}}]


user: What are the names of proteins found in the plasma membrane?

Available functions:
[{"name": "cellbio.get_proteins", "description": "Get the list of proteins in a specific cell compartment.", "parameters": {"type": "dict", "properties": {"cell_compartment": {"type": "string", "description": "The specific cell compartment."}, "include_description": {"type": "boolean", "description": "Set true if you want a brief description of each protein.", "default": "false"}}, "required": ["cell_compartment"]}}]

Ground truth: [{"cellbio.get_proteins": {"cell_compartment": ["plasma membrane"], "include_description": ["", true, false]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'calculate_cell_density', 'description': 'Calculate the cell density of a biological sample based on its optical density and the experiment dilution. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'optical_density': {'type': 'float', 'description': 'The optical density of the sample, usually obtained from a spectrophotometer reading.'}, 'dilution': {'type': 'integer', 'description': 'The dilution factor applied during the experiment.'}, 'calibration_factor': {'type': 'float', 'description': 'The calibration factor to adjust the density, default value is 1e9 assuming cell density is in CFU/mL.'}}, 'required': ['optical_density', 'dilution']}}]


user: Calculate the cell density in a sample with an optical density of 0.6, where the experiment dilution is 5 times.

Available functions:
[{"name": "calculate_cell_density", "description": "Calculate the cell density of a biological sample based on its optical density and the experiment dilution.", "parameters": {"type": "dict", "properties": {"optical_density": {"type": "float", "description": "The optical density of the sample, usually obtained from a spectrophotometer reading."}, "dilution": {"type": "integer", "description": "The dilution factor applied during the experiment."}, "calibration_factor": {"type": "float", "description": "The calibration factor to adjust the density, default value is 1e9 assuming cell density is in CFU/mL."}}, "required": ["optical_density", "dilution"]}}]

Ground truth: [{"calculate_cell_density": {"optical_density": [0.6], "dilution": [5], "calibration_factor": [1000000000.0, ""]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'cell_biology.function_lookup', 'description': 'Look up the function of a given molecule in a specified organelle. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'molecule': {'type': 'string', 'description': 'The molecule of interest.'}, 'organelle': {'type': 'string', 'description': 'The organelle of interest.'}, 'specific_function': {'type': 'boolean', 'description': 'If set to true, a specific function of the molecule within the organelle will be provided, if such information exists.'}}, 'required': ['molecule', 'organelle', 'specific_function']}}]


user: What is the function of ATP synthase in mitochondria?

Available functions:
[{"name": "cell_biology.function_lookup", "description": "Look up the function of a given molecule in a specified organelle.", "parameters": {"type": "dict", "properties": {"molecule": {"type": "string", "description": "The molecule of interest."}, "organelle": {"type": "string", "description": "The organelle of interest."}, "specific_function": {"type": "boolean", "description": "If set to true, a specific function of the molecule within the organelle will be provided, if such information exists."}}, "required": ["molecule", "organelle", "specific_function"]}}]

Ground truth: [{"cell_biology.function_lookup": {"molecule": ["ATP synthase"], "organelle": ["mitochondria"], "specific_function": [true]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'calculate_molecular_weight', 'description': 'Calculate the molecular weight of a compound given the compound formula. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'compound': {'type': 'string', 'description': 'The molecular formula of the compound.'}, 'to_unit': {'type': 'string', 'description': 'The unit in which to return the result.'}}, 'required': ['compound', 'to_unit']}}]


user: Calculate the molecular weight of Glucose (C6H12O6) in grams/mole.

Available functions:
[{"name": "calculate_molecular_weight", "description": "Calculate the molecular weight of a compound given the compound formula.", "parameters": {"type": "dict", "properties": {"compound": {"type": "string", "description": "The molecular formula of the compound."}, "to_unit": {"type": "string", "description": "The unit in which to return the result."}}, "required": ["compound", "to_unit"]}}]

Ground truth: [{"calculate_molecular_weight": {"compound": ["C6H12O6"], "to_unit": ["grams/mole", "g/mol"]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'mutation_type.find', 'description': 'Finds the type of a genetic mutation based on its SNP (Single Nucleotide Polymorphism) ID. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'snp_id': {'type': 'string', 'description': 'The ID of the Single Nucleotide Polymorphism (SNP) mutation.'}, 'species': {'type': 'string', 'description': "Species in which the SNP occurs, default is 'Homo sapiens' (Humans)."}}, 'required': ['snp_id']}}]


user: Find the type of gene mutation based on SNP (Single Nucleotide Polymorphism) ID rs6034464.

Available functions:
[{"name": "mutation_type.find", "description": "Finds the type of a genetic mutation based on its SNP (Single Nucleotide Polymorphism) ID.", "parameters": {"type": "dict", "properties": {"snp_id": {"type": "string", "description": "The ID of the Single Nucleotide Polymorphism (SNP) mutation."}, "species": {"type": "string", "description": "Species in which the SNP occurs, default is 'Homo sapiens' (Humans)."}}, "required": ["snp_id"]}}]

Ground truth: [{"mutation_type.find": {"snp_id": ["rs6034464"], "species": ["Homo sapiens", ""]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'diabetes_prediction', 'description': "Predict the likelihood of diabetes type 2 based on a person's weight and height. Note that the provided function is in Python 3 syntax.", 'parameters': {'type': 'dict', 'properties': {'weight': {'type': 'integer', 'description': 'Weight of the person in lbs.'}, 'height': {'type': 'integer', 'description': 'Height of the person in inches.'}, 'activity_level': {'type': 'string', 'enum': ['sedentary', 'lightly active', 'moderately active', 'very active', 'extra active'], 'description': 'Physical activity level of the person.'}}, 'required': ['weight', 'height', 'activity_level']}}]


user: Predict whether a person with weight 150lbs and height 5ft 10in who is lightly active will get type 2 diabetes.

Available functions:
[{"name": "diabetes_prediction", "description": "Predict the likelihood of diabetes type 2 based on a person's weight and height.", "parameters": {"type": "dict", "properties": {"weight": {"type": "integer", "description": "Weight of the person in lbs."}, "height": {"type": "integer", "description": "Height of the person in inches."}, "activity_level": {"type": "string", "enum": ["sedentary", "lightly active", "moderately active", "very active", "extra active"], "description": "Physical activity level of the person."}}, "required": ["weight", "height", "activity_level"]}}]

Ground truth: [{"diabetes_prediction": {"weight": [150], "height": [70], "activity_level": ["lightly active"]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'analyze_dna_sequence', 'description': 'Analyzes the DNA sequence based on a reference sequence and return any potential mutations. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'sequence': {'type': 'string', 'description': 'The DNA sequence to be analyzed.'}, 'reference_sequence': {'type': 'string', 'description': 'The reference DNA sequence.'}, 'mutation_type': {'type': 'string', 'enum': ['insertion', 'deletion', 'substitution'], 'description': "Type of the mutation to be looked for in the sequence. Default to 'substitution'."}}, 'required': ['sequence', 'reference_sequence']}}]


user: Analyze the DNA sequence 'AGTCGATCGAACGTACGTACG' for any potential substitution mutations based on a reference sequence 'AGTCCATCGAACGTACGTACG'.

Available functions:
[{"name": "analyze_dna_sequence", "description": "Analyzes the DNA sequence based on a reference sequence and return any potential mutations.", "parameters": {"type": "dict", "properties": {"sequence": {"type": "string", "description": "The DNA sequence to be analyzed."}, "reference_sequence": {"type": "string", "description": "The reference DNA sequence."}, "mutation_type": {"type": "string", "enum": ["insertion", "deletion", "substitution"], "description": "Type of the mutation to be looked for in the sequence. Default to 'substitution'."}}, "required": ["sequence", "reference_sequence"]}}]

Ground truth: [{"analyze_dna_sequence": {"sequence": ["AGTCGATCGAACGTACGTACG"], "reference_sequence": ["AGTCCATCGAACGTACGTACG"], "mutation_type": ["substitution", ""]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'genetics.calculate_similarity', 'description': 'Calculates the genetic similarity between two species based on their DNA sequences. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'species1': {'type': 'string', 'description': 'The first species to compare.'}, 'species2': {'type': 'string', 'description': 'The second species to compare.'}, 'format': {'type': 'string', 'description': 'The format of the result (percentage or fraction). Default is percentage.'}}, 'required': ['species1', 'species2']}}]


user: Find out how genetically similar a human and a chimp are in percentage.

Available functions:
[{"name": "genetics.calculate_similarity", "description": "Calculates the genetic similarity between two species based on their DNA sequences.", "parameters": {"type": "dict", "properties": {"species1": {"type": "string", "description": "The first species to compare."}, "species2": {"type": "string", "description": "The second species to compare."}, "format": {"type": "string", "description": "The format of the result (percentage or fraction). Default is percentage."}}, "required": ["species1", "species2"]}}]

Ground truth: [{"genetics.calculate_similarity": {"species1": ["Human", "human"], "species2": ["Chimp", "chimp", "Chimpanzee", "chimpanzee"], "format": ["percentage", ""]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'calculate_genotype_frequency', 'description': 'Calculate the frequency of homozygous dominant genotype based on the allele frequency using Hardy Weinberg Principle. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'allele_frequency': {'type': 'float', 'description': 'The frequency of the dominant allele in the population.'}, 'genotype': {'type': 'string', 'description': 'The genotype which frequency is needed.', 'enum': ['AA', 'Aa', 'aa']}}, 'required': ['allele_frequency', 'genotype']}}]


user: What is the genotype frequency of AA genotype in a population, given that allele frequency of A is 0.3?

Available functions:
[{"name": "calculate_genotype_frequency", "description": "Calculate the frequency of homozygous dominant genotype based on the allele frequency using Hardy Weinberg Principle.", "parameters": {"type": "dict", "properties": {"allele_frequency": {"type": "float", "description": "The frequency of the dominant allele in the population."}, "genotype": {"type": "string", "description": "The genotype which frequency is needed.", "enum": ["AA", "Aa", "aa"]}}, "required": ["allele_frequency", "genotype"]}}]

Ground truth: [{"calculate_genotype_frequency": {"allele_frequency": [0.3], "genotype": ["AA"]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'calculate_density', 'description': 'Calculate the population density of a specific country in a specific year. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'country': {'type': 'string', 'description': 'The country for which the density needs to be calculated.'}, 'year': {'type': 'string', 'description': 'The year in which the density is to be calculated.'}, 'population': {'type': 'integer', 'description': 'The population of the country.'}, 'land_area': {'type': 'integer', 'description': 'The land area of the country in square kilometers.'}}, 'required': ['country', 'year', 'population', 'land_area']}}]


user: Calculate the Population Density for Brazil in 2022 if the population is 213 million and the land area is 8.5 million square kilometers.

Available functions:
[{"name": "calculate_density", "description": "Calculate the population density of a specific country in a specific year.", "parameters": {"type": "dict", "properties": {"country": {"type": "string", "description": "The country for which the density needs to be calculated."}, "year": {"type": "string", "description": "The year in which the density is to be calculated."}, "population": {"type": "integer", "description": "The population of the country."}, "land_area": {"type": "integer", "description": "The land area of the country in square kilometers."}}, "required": ["country", "year", "population", "land_area"]}}]

Ground truth: [{"calculate_density": {"country": ["Brazil"], "year": ["2022"], "population": [213000000], "land_area": [8500000]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'ecology_data.precipitation_stats', 'description': 'Retrieve precipitation data for a specified location and time period. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'location': {'type': 'string', 'description': "The name of the location, e.g., 'Amazon rainforest'."}, 'time_frame': {'type': 'string', 'enum': ['six_months', 'year', 'five_years'], 'description': 'The time period for which data is required.'}}, 'required': ['location', 'time_frame']}}]


user: Get me data on average precipitation in the Amazon rainforest for the last six months.

Available functions:
[{"name": "ecology_data.precipitation_stats", "description": "Retrieve precipitation data for a specified location and time period.", "parameters": {"type": "dict", "properties": {"location": {"type": "string", "description": "The name of the location, e.g., 'Amazon rainforest'."}, "time_frame": {"type": "string", "enum": ["six_months", "year", "five_years"], "description": "The time period for which data is required."}}, "required": ["location", "time_frame"]}}]

Ground truth: [{"ecology_data.precipitation_stats": {"location": ["Amazon rainforest"], "time_frame": ["six_months"]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'identify_bird', 'description': 'Identify a bird species based on certain characteristics. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'color': {'type': 'string', 'description': 'Color of the bird.'}, 'habitat': {'type': 'string', 'description': 'Habitat of the bird.'}, 'size': {'type': 'string', 'enum': ['small', 'medium', 'large'], 'description': "Size of the bird. Default is 'small'"}}, 'required': ['color', 'habitat']}}]


user: Identify a small green bird in forest.

Available functions:
[{"name": "identify_bird", "description": "Identify a bird species based on certain characteristics.", "parameters": {"type": "dict", "properties": {"color": {"type": "string", "description": "Color of the bird."}, "habitat": {"type": "string", "description": "Habitat of the bird."}, "size": {"type": "string", "enum": ["small", "medium", "large"], "description": "Size of the bird. Default is 'small'"}}, "required": ["color", "habitat"]}}]

Ground truth: [{"identify_bird": {"color": ["green"], "habitat": ["forest"], "size": ["small"]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'forest_growth_forecast', 'description': 'Predicts the forest growth over the next N years based on current trends. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'location': {'type': 'string', 'description': 'The location where you want to predict forest growth.'}, 'years': {'type': 'integer', 'description': 'The number of years for the forecast.'}, 'include_human_impact': {'type': 'boolean', 'description': 'Whether or not to include the impact of human activities in the forecast. If not provided, defaults to false.'}}, 'required': ['location', 'years']}}]


user: Predict the growth of forest in Yellowstone National Park for the next 5 years including human impact.

Available functions:
[{"name": "forest_growth_forecast", "description": "Predicts the forest growth over the next N years based on current trends.", "parameters": {"type": "dict", "properties": {"location": {"type": "string", "description": "The location where you want to predict forest growth."}, "years": {"type": "integer", "description": "The number of years for the forecast."}, "include_human_impact": {"type": "boolean", "description": "Whether or not to include the impact of human activities in the forecast. If not provided, defaults to false."}}, "required": ["location", "years"]}}]

Ground truth: [{"forest_growth_forecast": {"location": ["Yellowstone National Park"], "years": [5], "include_human_impact": [true]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'ecology.get_turtle_population', 'description': 'Get the population and species of turtles in a specific location. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'location': {'type': 'string', 'description': 'The name of the location.'}, 'year': {'type': 'integer', 'description': 'The year of the data requested. Default is 2001.'}, 'species': {'type': 'boolean', 'description': 'Whether to include species information. Default is false.'}}, 'required': ['location']}}]


user: Find out the population and species of turtles in Mississippi river in 2020.

Available functions:
[{"name": "ecology.get_turtle_population", "description": "Get the population and species of turtles in a specific location.", "parameters": {"type": "dict", "properties": {"location": {"type": "string", "description": "The name of the location."}, "year": {"type": "integer", "description": "The year of the data requested. Default is 2001."}, "species": {"type": "boolean", "description": "Whether to include species information. Default is false."}}, "required": ["location"]}}]

Ground truth: [{"ecology.get_turtle_population": {"location": ["Mississippi river"], "year": [2020], "species": [true]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'calculate_vehicle_emission', 'description': 'Calculate the annual carbon emissions produced by a specific type of vehicle based on mileage. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'vehicle_type': {'type': 'string', 'description': "The type of vehicle. 'gas' refers to a gasoline vehicle, 'diesel' refers to a diesel vehicle, and 'EV' refers to an electric vehicle."}, 'miles_driven': {'type': 'integer', 'description': 'The number of miles driven per year.'}, 'emission_factor': {'type': 'float', 'description': 'Optional emission factor to calculate emissions, in g/mile. Default factor is 355.48.'}}, 'required': ['vehicle_type', 'miles_driven']}}]


user: What is the carbon footprint of a gas-powered vehicle driving 1500 miles in a year?

Available functions:
[{"name": "calculate_vehicle_emission", "description": "Calculate the annual carbon emissions produced by a specific type of vehicle based on mileage.", "parameters": {"type": "dict", "properties": {"vehicle_type": {"type": "string", "description": "The type of vehicle. 'gas' refers to a gasoline vehicle, 'diesel' refers to a diesel vehicle, and 'EV' refers to an electric vehicle."}, "miles_driven": {"type": "integer", "description": "The number of miles driven per year."}, "emission_factor": {"type": "float", "description": "Optional emission factor to calculate emissions, in g/mile. Default factor is 355.48."}}, "required": ["vehicle_type", "miles_driven"]}}]

Ground truth: [{"calculate_vehicle_emission": {"vehicle_type": ["gas"], "miles_driven": [1500], "emission_factor": ["", 355.48]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'generate_DNA_sequence', 'description': 'Generate a random DNA sequence with a specific length and nucleotide preference. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'length': {'type': 'integer', 'description': 'The length of the DNA sequence to be generated.'}, 'preferences': {'type': 'array', 'items': {'type': 'string', 'enum': ['A', 'T', 'C', 'G']}, 'description': 'Preferred nucleotides to include more frequently in the DNA sequence.'}}, 'required': ['length', 'preferences']}}]


user: Generate a DNA sequence with 100 bases including more G (Guanine) and C (Cytosine).

Available functions:
[{"name": "generate_DNA_sequence", "description": "Generate a random DNA sequence with a specific length and nucleotide preference.", "parameters": {"type": "dict", "properties": {"length": {"type": "integer", "description": "The length of the DNA sequence to be generated."}, "preferences": {"type": "array", "items": {"type": "string", "enum": ["A", "T", "C", "G"]}, "description": "Preferred nucleotides to include more frequently in the DNA sequence."}}, "required": ["length", "preferences"]}}]

Ground truth: [{"generate_DNA_sequence": {"length": [100], "preferences": [["G", "C"], ["C", "G"]]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'calculate_fitness', 'description': 'Calculate the expected evolutionary fitness of a creature based on the individual values and contributions of its traits. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'trait_values': {'type': 'array', 'items': {'type': 'float'}, 'description': 'List of trait values, which are decimal numbers between 0 and 1, where 1 represents the trait maximally contributing to fitness.'}, 'trait_contributions': {'type': 'array', 'items': {'type': 'float'}, 'description': 'List of the percentage contributions of each trait to the overall fitness, which must sum to 1.'}}, 'required': ['trait_values', 'trait_contributions']}}]


user: Calculate the expected evolutionary fitness of a creature, with trait A contributing to 40% of the fitness and trait B contributing 60%, if trait A has a value of 0.8 and trait B a value of 0.7.

Available functions:
[{"name": "calculate_fitness", "description": "Calculate the expected evolutionary fitness of a creature based on the individual values and contributions of its traits.", "parameters": {"type": "dict", "properties": {"trait_values": {"type": "array", "items": {"type": "float"}, "description": "List of trait values, which are decimal numbers between 0 and 1, where 1 represents the trait maximally contributing to fitness."}, "trait_contributions": {"type": "array", "items": {"type": "float"}, "description": "List of the percentage contributions of each trait to the overall fitness, which must sum to 1."}}, "required": ["trait_values", "trait_contributions"]}}]

Ground truth: [{"calculate_fitness": {"trait_values": [[0.8, 0.7]], "trait_contributions": [[0.4, 0.6]]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'population_projections', 'description': 'Calculates the projected population growth based on the current growth rate. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'country': {'type': 'string', 'description': 'The country for which to calculate the population projection.'}, 'years': {'type': 'integer', 'description': 'Number of years for the projection.'}, 'growth_rate': {'type': 'float', 'description': 'Optional parameter to specify the growth rate, in percentage. Default is 1.2.'}}, 'required': ['country', 'years']}}]


user: What's the projected population growth in United States in the next 20 years?

Available functions:
[{"name": "population_projections", "description": "Calculates the projected population growth based on the current growth rate.", "parameters": {"type": "dict", "properties": {"country": {"type": "string", "description": "The country for which to calculate the population projection."}, "years": {"type": "integer", "description": "Number of years for the projection."}, "growth_rate": {"type": "float", "description": "Optional parameter to specify the growth rate, in percentage. Default is 1.2."}}, "required": ["country", "years"]}}]

Ground truth: [{"population_projections": {"country": ["United States", "USA"], "years": [20], "growth_rate": ["", 1.2]}}]
system: 
You are an expert in composing functions. You are given a question and a set of possible functions.
Based on the question, you will need to make one or more function/tool calls to achieve the purpose.
If none of the function can be used, point it out. If the given question lacks the parameters required by the function,
also point it out. You should only return the function call in tools call sections.

If you decide to invoke any of the function(s), you MUST put it in the format of [func_name1(params_name1=params_value1, params_name2=params_value2...), func_name2(params)]

You SHOULD NOT include any other text in the response.

Here is a list of functions in JSON format that you can invoke.

[{'name': 'calculate_bacteria_evolution_rate', 'description': 'Calculate the evolution rate of bacteria given the starting number, duplication frequency and total duration. Note that the provided function is in Python 3 syntax.', 'parameters': {'type': 'dict', 'properties': {'start_population': {'type': 'integer', 'description': 'The starting population of bacteria.'}, 'duplication_frequency': {'type': 'integer', 'description': 'The frequency of bacteria duplication per hour.'}, 'duration': {'type': 'integer', 'description': 'Total duration in hours.'}, 'generation_time': {'type': 'integer', 'description': 'The average generation time of the bacteria in minutes. Default is 20 minutes'}}, 'required': ['start_population', 'duplication_frequency', 'duration']}}]


user: Calculate the evolution rate of a bacteria population, start with 5000 bacteria, each bacteria duplicates every hour for 6 hours.

Available functions:
[{"name": "calculate_bacteria_evolution_rate", "description": "Calculate the evolution rate of bacteria given the starting number, duplication frequency and total duration.", "parameters": {"type": "dict", "properties": {"start_population": {"type": "integer", "description": "The starting population of bacteria."}, "duplication_frequency": {"type": "integer", "description": "The frequency of bacteria duplication per hour."}, "duration": {"type": "integer", "description": "Total duration in hours."}, "generation_time": {"type": "integer", "description": "The average generation time of the bacteria in minutes. Default is 20 minutes"}}, "required": ["start_population", "duplication_frequency", "duration"]}}]

Ground truth: [{"calculate_bacteria_evolution_rate": {"start_population": [5000], "duplication_frequency": [1], "duration": [6], "generation_time": [20, ""]}}]