amitkedia007 / Financial-Fraud-Detection-Using-LLMsLinks
The aim of this dissertation is to assess the effectiveness of LLMs such as FinBERT and GPT-2 in detecting fraudulent activities in financial reports and statements. This repo provides the code for implementing LLMs, traditional machine learning and deep learning models on the labelled dataset
☆66Updated last month
Alternatives and similar repositories for Financial-Fraud-Detection-Using-LLMs
Users that are interested in Financial-Fraud-Detection-Using-LLMs are comparing it to the libraries listed below
Sorting:
- Various projects using Large Language Model (GPT & LLAMA) other open source model from HuggingFace and OpenAI. OpenAI API required for ru…☆99Updated 8 months ago
- Chat with your dataset! This project demonstrates a web-based application to query a dataset through natural language.☆50Updated last year
- A bunch of experiments using Large Language Models☆205Updated last year
- A customer segmentation project can be approached in multiple ways. In this repository, we will explore advanced techniques for defining …☆267Updated last year
- RAG-VectorDB-Embedings-LlamaIndex-Langchain☆248Updated last month
- This repository contains related work, benchmarks and datasets for the paper "Large Language Models in Finance (FinLLMs)", currently unde…☆262Updated 3 months ago
- A local LLM chatbot with RAG for PDF input files☆81Updated last year
- Apply LLMs to your data, build personal assistants, and expand your use of LLMs with agents, chains, and memories.☆123Updated last year
- Repository for Fraud Dataset Benchmark☆191Updated last year
- Powerful web application that combines Streamlit, LangChain, and Pinecone to simplify document analysis. Powered by OpenAI's GPT-3, RAG e…☆122Updated last year
- A retrieval augmented generation chatbot 🤖 powered by 🔗 Langchain, Cohere, OpenAI, Google Generative AI and Hugging Face 🤗☆84Updated last year
- Codes to complement YouTube videos and blog posts on Medium.☆740Updated 3 weeks ago
- A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)☆127Updated last year
- A LLM based chatbot Recommender engine☆27Updated last year
- ☆140Updated 8 months ago
- LLMs in Finance - Generative AI - AI Agents☆610Updated this week
- LLM Engineering CrashCourse☆101Updated last year
- This playlab encompasses a multitude of projects crafted through the utilization of Large Language Models, showcasing the versatility and…☆124Updated 3 months ago
- ☆147Updated 8 months ago
- Financial Agentic AI redefines financial analysis by integrating cutting-edge AI with real-time web search capabilities. This multi-agent…☆44Updated 6 months ago
- GenAI Experimentation☆57Updated last week
- Multimodal RAG using Langchain☆52Updated last year
- Machine Learning Cheatsheet 2024☆140Updated 9 months ago
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow☆63Updated last year
- Integrating knowledge graphs (KG) with large language models (LLM)☆162Updated 6 months ago
- This repository contains advanced LLM-based chatbots for Q&A using LLM agents, and Retrieval Augmented Generation (RAG) and with differen…☆364Updated last month
- Welcome to the RAG University repository! This repository contains code implementations for Retrieval-Augmented Generation (RAG) models, …☆23Updated last year
- A Retrieval-Augmented Generation (RAG) application for querying legal documents. It uses PostgreSQL, Elasticsearch, and LLM to provide su…☆72Updated 10 months ago
- This project aims to introduce and demonstrate the practical applications of RAG using Python code in a Jupyter Notebook environment.☆56Updated last year
- This project enhances the LLaMA-2 model using Quantized Low-Rank Adaptation (QLoRA) and other parameter-efficient fine-tuning techniques …☆13Updated last year