aita 0.1.0

AI Powered Data Platform

aita

AI Powered Data Platform, a comprehensive solution for data analysis, visualization, and automation.

Tech Stack

Our platform leverages a combination of cutting-edge technologies and frameworks:

• OpenAI: Utilizes advanced natural language processing and machine learning models for insightful data analysis and automation.
• Langchain: Facilitates the seamless integration of language models into application workflows, significantly enhancing AI interaction capabilities.
• FastAPI: A modern, fast (high-performance) web framework for building APIs with Python 3.7+, emphasizing speed, reliability, and ease of use.
• Apache Arrow: A cross-language development platform for in-memory data that specifies a standardized language-independent columnar memory format for flat and hierarchical data, organized for efficient analytic operations on modern hardware like CPUs and GPUs.

Supported Data Sources

• Snowflake
• BigQuery
• Postgres
• MySQL
• Redshift
• DynamoDB

Supported Engines

• Apache Spark
• Apache Flink
• Presto
• Ray.io: A distributed computing framework that efficiently scales AI tasks and data processing across clusters, improving performance and resource utilization.

🛡 License

This project is licensed under the terms of the Apache Software License 2.0 license. See LICENSE for more details.

📃 Citation

@misc{aita,
  author = {aita},
  title = {AI Powered Data Platform},
  year = {2024},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/project-aita/aita}}
}