Nlp Libraries

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Nlp Libraries

Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the quality and relevance of the output.

Index ChatGPT has constraints due to its limited knowledge base, sometimes resulting in hallucinating answers when asked about unfamiliar topics. We are introducing the new AI stack, ChatGPT+Vector d…

freeGPT provides free access to text and image generation models.

A framework to empower forecasting using Large Language Models (LLMs)

Given the stochastic nature of large language models, individual data points may vary. However, if a sufficient number of agents are employed, the generated models can effectively support comparative…

An ever-evolving introduction to ChatGPT, AI, and machine learning (including prompt examples and Python-built chatbots)

Learn how to use ChatGPT's prompt portal and API, whether you're new to AI or trying to build your first chatbot. The goal of this open-source guide is to establish foundational knowledge of ChatGPT …

🤖 State-of-the-art, production ready LLM apps made mega-easy, so you don't have to build them from scratch 🤯 Create a bot, now 🫵

🤖 Megabots provides State-of-the-art, production ready LLM apps made mega-easy, so you don't have to build them from scratch 🤯 Create a bot, now 🫵 Note: This is a work in progress. The API might chan…

A curated list of the latest breakthroughs in AI (in 2023) by release date with a clear video explanation, link to a more in-depth article, and code.

With the creation of a whole new field called "Generative AI", whether you like the term or not, research hasn't slowed its frenetic pace, especially the industry, which has seen its biggest boom in …

The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

Does one of these scenarios sounds familiar to you? If so, you are one of the people we've built refinery for. refinery helps you to build better NLP models in a data-centric approach. Semi-automate …

Timething is a library for aligning text transcripts with their audio recordings.

Timething is a library for aligning text transcripts with audio. You provide an audio file, as well as a text file with the complete text transcript. Timething will output a list of time-codes for ea…

CLI-based tool to automatically build ML models from training data into a servable Docker container

With this beginner-friendly CLI tool, you can create containerized machine learning models from your labeled texts in minutes. With this tool you can: First, you can clone this repository to your loc…

Data Science Roadmap from A to Z

Pandas

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

Last updated: November 19,2023 Just look for the Dolphin 🐬 and enjoy your ride into the future of AI! To run these notebooks on a cloud platform, just click on one of the badges in the table below or…

Do everything from data collection from reddit to training a machine learning model in just two lines of python code!

**Do everything from data collection from reddit to training a machine learning model in just two lines of python code! ** Supports: Execution is as simple as this: Contributed to nfflow? Here is a …

MLNLP社区用来更好进行论文搜索的工具。Fully-automated scripts for collecting AI-related papers

Fully-automated scripts for collecting AI-related papers. This project exists thanks to all the people who contribute.

Chatbot system for Final Year Project. Chatbot made in Python using Natural Language Toolkit especially Machine Learning. Easy to Understand and Implement.

Chatbot made in Python using Natural Language Toolkit especially Machine Learning. Easy to Understand and Implement. Chatbot system for Final Year Project A chatbot is software that simulates human-l…

The only open-source toolkit that can download EDGAR financial reports and extract textual data from specific item sections into nice and clean JSON files.

Tired of sifting through endless financial reports of 100+ pages, struggling to extract meaningful insights? 📚 Academics: Enhance your NLP research in economics & finance or business management b…

Using the GPT3 Language model, I create a web application that generates convincing looking emails and then sends them via Gmail. The user interacts with a frontend made with Streamlit

Tutorials on machine learning, artificial intelligence, data science with math explanation and reusable code (in python and R)

Moreover, you may find here some Colab notebooks without a theoretical tutorial (yet). I decided to upload the code before I finished writing the theoretical part (this would be indicated). I am co…

A Python Series of tutorials aimed at learning Artificial Intelligence concepts. This series of tutorials start from the basics of Python and builds on top of it. We will cover three full-fledged case studies to practice AI Implementation of Python with real data and solve real-world problems.

<< In-Progress >> A Python Series of tutorials aimed at learning Artificial Intelligence concepts. This series of tutorials starts from the basics of Python and builds on top of it. We wi…

✨ Rubrix, open-source framework for data-centric NLP. Data annotation and monitoring for enterprise NLP

Why Rubrix? Interactive weak supervision. Building a news classifier with user search queries: Getting started with Rubrix is as easy as: Then simply run: After a few iterations of data annotation, w…

✨ Argilla: Open-source platform to build better language models through human feedback

Argilla Client: a powerful Python library for reading and writing data into Argilla, using all the libraries you love (transformers, spaCy, datasets, and any other). Argilla Server and UI: the API an…

OCR, extract and classify documents. In addition, annotate documents and build your own NLP and Computer Vision models using Python by downloading the data. Find examples in our Colab Notebooks, e. g. how to fine-tune Flair.

The SDK allows you to retrieve visual and text features to build your own document models. Konfuzio Server serves as an UI to define the data structure, manage training/test data and to deploy your m…

awesome-python-machine-learning-resources

a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合

QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.

Announcement video When I started to get into more advanced Machine Learning, I started to see how these famous neural network architectures(such as EfficientNet), were doing amazing things. However,…

Practical course, which starting from Data Science offers examples (with Python code) and explanation (in Twitter threads) on concepts and techniques of Machine Learning, Deep Learning and NLP.

Free hands-on and interactive course in Python, which starting from Data Science offers examples (in Google Colab) and explanation (in Twitter threads) on concepts and techniques of Machine Learning,…

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

Technical and sentiment analysis to predict the stock market. The aim of the project is to investigate the performance of various machine learning models to predict stock market movements based on hi…

FairyTailor: Multimodal Generative Framework for Storytelling

Users can create a cohesive children's story by weaving generated texts and retrieved images with their input. With co-creation, writers contribute their creative thinking, while generative models co…