by petermartens98 · Agent Tool · ★ 63
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OpenAI LangChain Pandas DF Agent Query Streamlit App Description Python Streamlit web application designed to provide a user-friendly interface for querying and communicated with data from a CSV file using the OpenAI language model. The script begins by importing the necessary libraries, including os for operating system interactions, streamlit for building web applications, pandas for data manipulation, dotenv for loading environment variables, and langchain to for interacting with the openAI API and creating a Pandas DF agent. The main functionality of the script is contained within the main() function. It starts by loading the OpenAI API key from the environment variable and checking its existence. Then, it sets up the Streamlit application by displaying a title and description. The user is prompted to upload a CSV file, which is read using pandas and displayed as a preview. A pandas dataframe agent is created using the OpenAI language model, and the user is prompted to enter a query. Upon clicking the "Execute" button, the query is sent to the agent, and the answer as well as conversation is displayed on the application interface.
| Stars | 63 |
| Forks | 16 |
| Language | Python |
| Category | Agent Tool |
| Quality Score | 59.3153137152823/100 |
| Open Issues | 1 |
| Last Updated | 2023-07-27 |
| Created | 2023-05-31 |
| Platforms | browser, python |
| Est. Tokens | ~1k |
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OpenAI-LangChain-Pandas-DF-Agent-Query-Streamlit-App is Python Streamlit web app allowing users to interact with their data from a CSV or XLSX file, utilizing OpenAI API and LangChain. It imports necessary libraries, handles API key loading, displays a us. It is categorized as a Agent Tool with 63 GitHub stars.
OpenAI-LangChain-Pandas-DF-Agent-Query-Streamlit-App is primarily written in Python. It covers topics such as chatgpt, csv, langchain.
You can find installation instructions and usage details in the OpenAI-LangChain-Pandas-DF-Agent-Query-Streamlit-App GitHub repository at github.com/petermartens98/OpenAI-LangChain-Pandas-DF-Agent-Query-Streamlit-App. The project has 63 stars and 16 forks, indicating an active community.
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