python data-science cpp gpu arrow pydata cuda pandas data-analysis dask dataframe rapids cudf Updated Jan 27, 2025 C++ Load more… Improve this page Add a description, image, and links to the pandas topic page so that developers can more easily learn about it. Curate this topic Add ...
pythondata-analysishuggingfacehuggingface-transformersstable-diffusiongenaipandasai UpdatedAug 12, 2023 Jupyter Notebook This project integrates multiple large language models (LLMs) like PandasAI, LangChain, OpenAI, Google Gemini, Anthropic, and Groq to allow users to interact with their data using natu...
from pandasai.llm import HuggingFaceTextGen from pandasai import SmartDataframe llm = HuggingFaceTextGen( inference_server_url="http://127.0.0.1:8080" ) df = SmartDataframe("data.csv", config={"llm": llm}) LangChain模型 PandasAI也内置了对LangChain模型的支持。 为了使用LangChain模型,您需要安装...
from pandasai import SmartDataframe data = sns.load_dataset('titanic') df = SmartDataframe(data, config = {'llm': llm}) We need to pass them into the Pandas AI Smart Data Frame object to initiate the Pandas AI. After that, we can perform conversational activity on our DataFrame. Let’...
Follow our Python pandas tutorial to learn everything you can do with the pandas Python library. By passing a dataframe and prompt, we can get Pandas AI to generate analysis and manipulate the dataset. In our case, we will prompt Pandas AI to display records of the five longest-duration mo...
#Load the dataset from devicepath=r"D:\Pandas AI\Train.csv"df=SmartDataframe(path) Copy Use OpenAI’s LLM model After loading our data. I’m going to use OpenAI’s LLM model to use PandasAI llm=OpenAI(api_token="API_Key")pandas_ai=PandasAI(llm,conversational=False) ...
)) g=sns.heatmap(df_corr,annot=True,cmap="RdYlGn") 66个最常用的pandas数据分析函数 df #任何pandas DataFrame对象...# 从一个可迭代的序列创建一个序列 my_list df.index = pd.date_range('1900/...
model_to_run = 'OpenAI' #@param ["OpenAI", "Starcoder", "Open-Assistant"] print(f"Enter API for {model_to_run} platform") Enter API for OpenAI platform # Enter API Key API_KEY = #@param {type:"string"} We create a dataframe using pandas: ...
-d, --dataset: The file path to the dataset. -t, --token: Your HuggingFace or OpenAI API token, if no token provided pai will pull from the .env file. -m, --model: Choice of LLM, either openai, open-assistant, starcoder, or Google palm. -p, --prompt: Prompt that PandasAI wi...
Do you want to to do perform quick data analysis on your dataframe? You can use pandas profiling to generate profile report of your dataset in just 1 line of code! Data Science Hack #17 Formatting of DataFrame Convert wide form dataframe into long form dataframe in just 1 line of code!