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api-call-with-llm

We demonstrate the ability to call LLM models using lenserve API interface, this is a basic representation of calling differerent prompts using your own URL.

bostonpricingprediction

This app is for house pricing prediction

deeplearning

A Basic Chatbot using Doc2Vec word embedding

end-to-end-machine-learning-project-with-mlflow

finetuning_llama2-7b-chat

Our GitHub repository features the fine-tuned LLAMA 2 7B chat model, enhanced using Gradient.ai and our dataset. LLAMA 2 is a potent conversational AI, and our tuning boosts its performance for tailored applications. Dive in to witness how we've optimized LLAMA 2 to fit our chatbot requirements, enhancing its conversational prowess.

hallucination-evaluations-keywords-

"Explore hallucination evaluation techniques in natural language generation models with this GitHub repository. Keywords: Natural Language Generation, Hallucination Evaluation, Evaluation Metrics, Machine Learning, NLP."

ineuron_aki

langchain-sql

This repository provide insights on how to query postgresql using LLM

llama2-7b-chat-model-fine-tuning

LLama2 7b chat model fine tuning using PEFT,Lora & Qlora, we used pythonRegex Instruction dataset, this finetuned model will reduce hallucination and give only specific answers regarding Regex.

machine-learning-and-data-science-

In this I will try to describe some basic concepts of statistics and DataSciene , along with some ML predictions

mistralai-rag

This repository uses opensource MistralAI from HugginFace and RAG using langchain system for classification of different categories.

mlproject

multidocumenttagging

This repository mainly focus on tagging multiple document using langchain Pydentic and create_metadata_tagger functionality, which reduce developers work to write complex and slower loops.

multiple-function-call-using-agents

"Agents in Langchain: Choose between multiple function calls using Langchain and its tools. This repository demonstrates how to implement agents that can make decisions based on different function calls, enhancing the flexibility and functionality of your projects. Explore the power of Langchain for intelligent decision-making in your applications.

openai_langchain_function_call

Explore Azure OpenAI's dynamic function calls for specific functions triggered by natural language queries. Simplifying function invocation, this project demonstrates how Azure OpenAI enables intuitive interaction with functions.

optimal-cluster-using-elbow-and-silhoutte-

Finding optimal clusters for text data using tfids , silhoutte , elbow method , and kmeans

pdf-to-q-a

This repository demonstrates using Azure OpenAI with Langchain's prompts and retrieval chains to dynamically generate questions and answers. By leveraging Azure OpenAI's language models, developers can create intelligent QA systems for various applications. It includes setup guides, sample code, and documentation.

product_anaytics

This tool will analyze product reviews, summarize and create important aspects

python-codes-

In this repo , i put some simple codes which are useful in day to day life of a python and No Sql developers.

r-programming-

This repo is to share some of my R codes

studentperformanceprediction

tfidf-kmeans

This repo is for finding document similarity using tfidf and kmeans , we used ted talk dataset from keggle

topic-modelling-using-lda

In this code i applied topic modelling on a docx file , to find 10 important topics from the whole doc .