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A high-throughput and memory-efficient inference and serving engine for LLMs
An open-source RAG-based tool for chatting with your documents.
Speech To Speech: an effort for an open-sourced and modular GPT4-o
Added functionality to the cml python package
Open source speech to text models for Indic Languages
LLM Zoomcamp - a free online course about building a Q&A system
Automatic Generation of Visualizations and Infographics using Large Language Models
🤖 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, a…
Build, evaluate, understand, and fix LLM-based apps
This is a template retrieval repo to create a Flask api server using LangChain with Cohere embeddings and Qdrant Vector Database
Free MLOps course from DataTalks.Club
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!
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 w…
The prime repository for state-of-the-art Multilingual Question Answering research and development.
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
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
A guide book on data science for busy and equally lazy Data Scientists 😄
A tiny transformer + LGBM based model to find relevance match between code and docstring
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
Transforms PDF, Documents and Images into Enriched Structured Data
Data science interview questions and answers
[ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624
Using business-level retrieval system (BM25) with Python in just a few lines.
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 p…
The Fuzzy Labs guide to the universe of open source MLOps
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution