Projects in Awesome Lists by divakarkumarp
A curated list of projects in awesome lists by divakarkumarp .
https://github.com/divakarkumarp/rag-chat-with-documents
Chainlit app for RAG chat with documents Parsing PDF documents using LlamaParse, Qdrant, and the Groq model
chainlit groq langchain langchainsmith llamaparse python3 qdrant
Last synced: 14 Apr 2025
https://github.com/divakarkumarp/zomato-restaurant-data-analysis
Downloaded restaurant data from zomato website for more than 56251 restaurants across Bengaluru, India. Ingested this data in MySQL database and performed ETL to remove outliers, clean up bad records, normalize revenue numbers to standard format using python, jupyter notebook and two standard deviation along with some other statistical techniques. For analysis of Bengaluru restaurants, used Excel, VBA macros and pivot table. Figured out best restaurants for north indian and south indian cuisine based on reviews.
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/building-chatboat-with-langchain-ollama
Simple web interface using Streamlit, a Python library, to interact with a language model called LLaMA3 from the Langchain library
langchain langchainsmith llama3 python3 streamlit
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/twitter-sentiment-analysis
Sentiment Analysis is the process of ‘computationally’ determining whether a piece of writing is positive, negative or neutral. It’s also known as opinion mining, deriving the opinion or attitude of a speaker.
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/langchain-falcon-chainlit
Discover LangSmith: Your gateway to crafting production-grade LLM (Large Language Model) applications with ease. Dive into a world of innovation and efficiency as LangSmith empowers you to create sophisticated language-driven solutions effortlessly.
chainlit huggingface langchain langsmith python3
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/rapids-cudf-google-colab
RAPIDS cuDF Instantly Accelerates pandas up to 50x on Google Colab With Demo
colab-notebook cudf pandas rapids
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/implement-positional-encoding
Implement Positional Encoding
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/generative-ai-docker-huggingface
Building generative AI applications can be streamlined using Docker and Hugging Face's Docker Spaces
docker genrative-ai huggingface-transformers python
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/zomato-restaurant-clustering-and-sentiment-analysis
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/dvc-demo
Testing Data Version Control Open-Source ML Pipeline Automation
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/start-with-langgraph
Building Stateful Multi AI Agents & Enhancing LLM Agents
gamma groq huggingface-models langchain langgraph python
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/mlflow-test
Testing MLflow & Dagshub open-source platform collaboration.
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/cudf-off-vs-cudf-on
Compared the performance of cuDF-Off vs cuDF-On
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/text-preprocessing-in-nlp-with-python
Natural Language Processing (NLP) is a branch of Data Science that deals with Text data. Apart from numerical data, Text data is available to a great extent which is used to analyze and solve business problems. But before using the data for analysis or prediction, processing the data is important. To prepare the text data for the model building we perform text preprocessing.
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/nvidia-nim
Exploring nvidia-nim (NVIDIA Inference Module)
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/web-scraping---python
Information extraction from websites using powerful libraries (BeautifulSoup)
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/implementing-k-means-clustering
This comprehensive guide will introduce you to the world of clustering and K-Means Clustering along with an implementation in Python on a real-world dataset
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/movie-recommendation-system
content-based recommender system suggests items based on their attributes, comparing them to the user's preferences. It utilizes item features to generate recommendations, fostering personalized suggestions without relying on user interactions or ratings.
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/bike-sharing-demand-prediction
Currently Rental bikes are introduced in many urban cities for the enhancement of mobility comfort. It is important to make the rental bike available and accessible to the public at the right time as it lessens the waiting time. Eventually, providing the city with a stable supply of rental bikes becomes a major concern. The crucial part is the prediction of bike count required at each hour for the stable supply of rental bikes.
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/credit-card-default-prediction-
This project is aimed at predicting the case of customers default payments in Taiwan
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/langchain-poc
LangChain is a toolbox for crafting applications powered by large language models (LLMs)
generative-ai langchain llms openai python
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/global-terrorism-analysis
The Global Terrorism Database (GTD) is an open-source database including information on terrorist attacks around the world from 1970 through 2017. The GTD includes systematic data on domestic as well as international terrorist incidents that have occurred during this time period and now includes more than 180,000 attacks. The database is maintained by researchers at the National Consortium for the Study of Terrorism and Responses to Terrorism (START), headquartered at the University of Maryland.
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/100-days-ml-dl-challenge-
100 Days ML and DL Challenge is an intensive and transformative journey for individuals seeking to master the realms of Machine Learning (ML) and Deep Learning (DL). This challenge is designed to provide a structured and hands-on approach, allowing participants to gain practical experience in implementing various models on real-world datasets.
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/blog-generator-using-llama-2
Blog generator is your AI sidekick for creating compelling blog content. Stuck staring at a blank page? Let the generator whisk away writer's block by crafting intros, outlines, and even full drafts based on your ideas and keywords. No coding needed, just feed it a topic and watch your blog posts come alive!
generative-ai huggingface langchain llama2 meta python
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/gemini-pro-streamlit-llm-app
Simple Streamlit and Gemini Pro Q&A chat app
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/text-to-sql-llm-app
End to End Text To SQL LLM App Using Google Gemini Pro
gemini-pro generative-ai google-generative-ai nlp python
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/pneumonia-detection
Deep learning (DL) model is a pneumonia fighter! Trained on chest X-ray images, it analyzes patterns to detect the lung infection. Imagine a digital doctor scrutinizing the X-ray, pinpointing areas that might be pneumonia. The model outputs a probability score, helping doctors confirm or rule out the illness.
cnn deep-learning docker keras python scikit-learn streamlit tensorflow
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/phi-3-vision-ms-multimodal
Phi-3-Vision-128K-Instruct Demo
Last synced: 15 Mar 2025
https://github.com/divakarkumarp/30-days-pytorch
30-days PyTorch Practice from Beginning to Advance
python pytorch pytorch-implementation
Last synced: 09 Feb 2025
https://github.com/divakarkumarp/deepseek-r1-models-on-ollama
Run DeepSeek-R1 on Your Laptop with Ollama
Last synced: 26 Mar 2025
https://github.com/divakarkumarp/llamaparse-code-test
Parsing PDF, PPT, and Txt documents using LlamaParse, Qdrant, and the Groq model
groq llamaparse ollama python3 qdrant
Last synced: 15 Mar 2025