Mrjaggu

typesense

Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences

qdrant

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

ChatPaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

mlops-zoomcamp

Free MLOps course from DataTalks.Club

data-science-interviews

Data science interview questions and answers

unstructured

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

ML-Papers-Explained

Explanation to key concepts in ML

pdfGPT

PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The most effective open source solution to turn your pdf files in a chatbot!

MLOps-Basics

Parsr

Transforms PDF, Documents and Images into Enriched Structured Data

clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

llm-zoomcamp

LLM Zoomcamp - a free online course about building a Q&A system

lida

Automatic Generation of Visualizations and Infographics using Large Language Models

rag-stack

🤖 Deploy a private ChatGPT alternative hosted within your VPC. 🔮 Connect it to your organization's knowledge base and use it as a corporate oracle. Supports open-source LLMs like Llama 2, Falcon, and GPT4All.

pytorch-original-transformer

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

Questgen.ai

Question generation using state-of-the-art Natural Language Processing algorithms

primeqa

The prime repository for state-of-the-art Multilingual Question Answering research and development.

DensePhrases

[ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624

zeno-build

Build, evaluate, understand, and fix LLM-based apps

awesome-open-mlops

The Fuzzy Labs guide to the universe of open source MLOps

naacl2021-longdoc-tutorial

mlspace

MLSpace: Hassle-free machine learning & deep learning development

vakyansh-models

Open source speech to text models for Indic Languages

a_lazy_data_science_guide

A guide book on data science for busy and equally lazy Data Scientists 😄

langchain-cohere-qdrant-retrieval

This is a template retrieval repo to create a Flask api server using LangChain with Cohere embeddings and Qdrant Vector Database

easy-elasticsearch

Using business-level retrieval system (BM25) with Python in just a few lines.

cmlextensions

Added functionality to the cml python package

CML_AMP_Finetune_Foundation_Model_Multiple_Tasks

SSEM

SSEM is a semantic similarity-based evaluation library for natural language processing (NLP) text generation tasks. It supports various similarity metrics and evaluation levels, and is compatible with any Hugging Face pre-trained transformer model.

code_docstring_relevance_checker

A tiny transformer + LGBM based model to find relevance match between code and docstring