Data & Analytics

Streamlit app using LLMs to analyze datasets, generate visualizations, and provide insights via natural language.

### 🎓 FREE Step-by-Step Tutorial 
**👉 [Click here to follow our complete step-by-step tutorial](https://www.theunwindai.com/p/build-an-ai-data-visualization-agent) and learn how to build this from scratch with detailed code walkthroughs, explanations, and best practices.**

A Streamlit application that acts as your personal data visualization expert, powered by LLMs. Simply upload your dataset and

Build an AI agent using Agno and GPT-4o to analyze CSV/Excel files via natural language queries and DuckDB.

### 🎓 FREE Step-by-Step Tutorial 
**👉 [Click here to follow our complete step-by-step tutorial](https://www.theunwindai.com/p/build-an-ai-data-analysis-agent) and learn how to build this from scratch with detailed code walkthroughs, explanations, and best practices.**

An AI data analysis Agent built using the Agno Agent framework and Openai's gpt-4o model. This agent helps users analyze their dat

A requirements.txt listing ML and RAG pipeline dependencies including LLaMA, Streamlit, and NLP libraries.

raglite==0.2.1
llama-cpp-python>=0.2.56
sentence-transformers>=2.5.1
pydantic==2.10.1
sqlalchemy>=2.0.0
psycopg2-binary>=2.9.9
pypdf>=3.0.0
python-dotenv>=1.0.0
rerankers==0.6.0
spacy>=3.7.0
streamlit>=1.31.0
flashrank==0.2.9
numpy>=1.24.0
pandas>=2.0.0
tqdm>=4.66.0

A comprehensive Python requirements file listing AI, ML, and web framework dependencies.

addict==2.4.0
agno==1.4.2
aiofiles==24.1.0
aiohappyeyeballs==2.6.1
aiohttp==3.11.18
aioredis==2.0.1
aiosignal==1.3.2
aiosqlite==0.21.0
amqp==5.3.1
annotated-types==0.7.0
anthropic==0.49.0
anyio==4.9.0
APScheduler==3.11.0
asgi-csrf==0.11
asgiref==3.8.1
async-timeout==5.0.1
attrs==25.3.0
audioread==3.0.1
babel==2.17.0
backoff==2.2.1
beautifulsoup4==4.13.4
billiard==4.2.1
blis==1.2.1
boto3==1.38.3
bo