AI Powered Data Platform
Project description
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}}
}
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