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advanced_rag

Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain, OpenAI GPTs ,META LLAMA3 ,Agents.

ai-coding

AI algorithms

anychat

Chat with your Documents(PDF, TXT, DOCX, ODT, PPTX etc), Websites and Youtube Chat too!, CSV files. Uses langchain, Ollama, Groq, Gemini, Streamlit. Llama3 available

chat-with-websites

Latests Langchain (2024) App to chat with any website given its URL

chat_w_pdf_openai

csv-ai

CSV-AI is the ultimate app powered by LangChain, OpenAI, and Streamlit that allows you to unlock hidden insights in your CSV files. With CSV-AI, you can effortlessly interact with, summarize, and analyze your CSV files in one convenient place.

devops-roadmap

DevOps Roadmap for 2024. with learning resources

example_cml

fastapi-tutorial

ic-light

More relighting!

jenkins-test

langchain-udemy-course

This Repo contains the code for the Udemy Course LangChain Full Course - Master LLM Powered Applications

llmtutorial

local-rag-example

Build your own ChatPDF and run them locally

mlops-human-pose-estimation

MLOPs human pose estimation end-to-end.

mlproject-detection

Training a YOLOv8 model for wildfire smoke detection.

notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

pretty-print-confusion-matrix

Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

quality-prompts

rag_techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

retrieval-augmented-generation

Retrieval augmented generation demos with open-source Llama-2 / Mistral / Zephyr / Gemma

simple-lama-inpainting

uvicorn-gunicorn-docker

Docker image with Uvicorn managed by Gunicorn for high-performance web applications in Python with performance auto-tuning.

watermark-removal

a machine learning image inpainting task that instinctively removes watermarks from image indistinguishable from the ground truth image