AkhileshMalthi / AI-Data-Analyst

This project aims to develop an AI Data Analyst application that leverages LangChain and Llama Index to perform data ingestion, retrieval, analysis, and visualization. The application will utilize Retrieval-Augmented Generation (RAG) to provide comprehensive insights based on user-provided data files, similar to Julius.ai

MIT License

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Select and Confirm the Tech Stack #7

Closed AkhileshMalthi closed 6 days ago

AkhileshMalthi commented 1 week ago

We need a tech stack that we can learn or have learned.

AkhileshMalthi commented 6 days ago

Tech Stack is Selected and Confirmed

Tech Stack

Backend: FastAPI, LangChain, Llama Index, LangGraph, CrewAI
Frontend: Next
Machine Learning: Integration with GPT-3, GPT-4, or other large language models
Data Processing: Pandas, NumPy
Visualization: Matplotlib, Seaborn, Plotly
Deployment: Docker, AWS Free Tier, Google Cloud Free Tier
Version Control: Git, GitHub

it is referenced in README.md