Models Libraries

60 Components & Libraries

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Models Libraries

Ship RAG based LLM web apps in seconds.

for built-in data readers (github, pdf, docx, ipynb, epub, mbox, websites..), install with: huggingface - ollama example: microsoft azure - openai example: google - vertexai example: aws bedrock - cl…

🪢 Open source LLM engineering platform. Observability, metrics, evals, prompt management, testing -- 🍊YC W23 🤖 integrate via Typescript, Python, OpenAI, Langchain, LlamaIndex, Litellm

Managed deployment by the Langfuse team, generous free-tier (hobby plan), no credit card required. You may want to use another integration to get started quickly or implement a use case that we do no…

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…

⛓️ Serving LangChain LLM apps and agents automagically with FastApi. LLMops

LangCorn is an API server that enables you to serve LangChain models and pipelines with ease, leveraging the power of FastAPI for a robust and efficient experience. To get started with LangCorn, simp…

Get-Things-Done-with-Prompt-Engineering-and-LangChain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

Build real-world AI apps with ChatGPT/GPT-4 and LangChain in Python

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

Multi-Agent Language Game Environments for LLMs ChatArena is a library that provides multi-agent language game environments and facilitates research about autonomous LLM agents and their social inter…

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

A Python 3 package for learning Bayesian Networks (DAGs) from data. Official implementation of the paper "DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization"

This is an implementation of the following paper: If you find this code useful, please consider citing: Given the exact differentiable characterization of a DAG, we are interested in solving the foll…

Swirl is open-source software that uses AI to simultaneously search multiple content and data sources, finds the best results using a reader LLM, then prompts Generative AI, enabling you to get answers from your own data.

Swirl is open source software that simultaneously searches multiple content sources and returns AI ranked results. Prompt your choice of Generative AI using the top N results to get answers incorpora…

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

Below is a outline of the book chapters: To download some of the datasets for the book, you will need a Kaggle account and an API token. To use the Kaggle API: If you do not have a GPU, run the follo…

No-code in the front, Python in the back. An open-source framework for creating data apps.

Streamsync is an open-source framework for creating data apps. Build user interfaces using a visual editor; write the backend code in Python. It's an alternative to Plotly Dash, Streamlit and Gradio.…

The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"

Install the 'SOX' and the 'ffmpeg', we recommend that you run this code in Linux inside the Conda environment. In that, you can install them by: For the most important part: If you want to train/test…

python library for atomistic machine learning

We aim to provide a powerful library for the training of atomistic (or physical point-cloud) machine learning. We want entry-level users to be able to efficiently train models to millions of datapoin…

Easily generate thousands of 3D models, images, and animation automatically in Blender for free with Blend_My_NFTs.

Blend_My_NFTs is an open source, free to use Blender add-on that enables you to easily generate thousands of 3D Models, Animations, and Images. This add on's primary purpose is to aid in the creatio…

Generate CRUD methods in FastApi from an SQLAlchemy schema

I believe that many people who work with FastApi to build RESTful CRUD services end up wasting time writing repitive boilerplate code. I try to update the version dependencies as soon as possible to …

An open source computer vision interface that tracks eye movements for individuals with severely-limited mobility.

Once you have EyeCommander installed you will be prompted to install an update automatically everytime one is available. All developer documentation is available here on Github. Check out our help vi…

Machine learning Guide. Learn all about Machine Learning Tools, Libraries, Frameworks, Large Language Models (LLMs), and Training Models.

🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.

✅ No tracking server required ✅ Upload and version all your models ✅ Manage models by domains and states ✅ Download or load straight into memory ✅ Use as a command line tool Is there a machine learni…

Fully Functional Voice Based Natural Language UI

Machine Learning Engineering Online Book

An open collection of methodologies to help with successful training of large language models and multi-modal models. This is a technical material suitable for LLM/VLM training engineers and operator…

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

Recent released features Features released before 2021 are not listed here. Qlib is an open-source, AI-oriented quantitative investment platform that aims to realize the potential, empower research, …

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. Embeddings databases are a union of vector indexes (sparse and dense), graph networks a…

Clustering methods in Machine Learning includes both theory and python code of each algorithm. Algorithms include K Mean, K Mode, Hierarchical, DB Scan and Gaussian Mixture Model GMM. Interview questions on clustering are also added in the end.

Repository for Project Insight: NLP as a Service

The downstream NLP tasks covered: News Classification Entity Recognition Sentiment Analysis Summarization The user can select different models from the drop down to run the inference. The users can a…

Modular and scalable computational imaging in Python with GPU/out-of-core computing.

In the realm of computer vision 📷, digital image restoration and enhancement techniques have established themselves as indispensable pillars. These techniques, aiming to restore and elevate the qual…

Python package for machine learning for healthcare using a OMOP common data model

This library was developed in order to facilitate rapid prototyping in Python of predictive machine-learning models using longitudinal medical data from an OMOP CDM-standard database. omop-learn supp…

CLI Tool for converting pydantic models into typescript definitions

A simple CLI tool for converting pydantic models into typescript interfaces. Useful for any scenario in which python and javascript applications are interacting, since it allows you to have a single …