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Data Framework for LLM Applications.
LlamaIndex (GPT Index) is a data framework for your LLM application. Building with LlamaIndex typically involves working with LlamaIndex core and a chosen set of integrations (or plugins). There are two ways to start building with LlamaIndex in Python:
An open-source RAG-based tool for chatting with your documents.
An open-source clean & customizable RAG UI for chatting with your documents. Built with both end users and developers in mind.
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering.
Prompt engineering is a relatively new discipline for developing and optimizing prompts to efficiently use language models (LMs) for a wide variety of applications and research topics. Prompt engineering skills help to better understand the capabilities and limitations of large language models (LLMs).
NVIDIA® TensorRT™ is an ecosystem of APIs for high-performance deep learning inference. TensorRT includes an inference runtime and model optimizations that deliver low latency and high throughput for production applications. The TensorRT ecosystem includes TensorRT, TensorRT-LLM, TensorRT Model Optimizer, and TensorRT Cloud.
State-of-the-art Machine Learning for PHP. Run Transformers natively in your PHP projects.
Transformers PHP is a toolkit for PHP developers to add machine learning magic to their projects easily.
TransformersPHP is designed to be functionally equivalent to the Python library, while still maintaining the same level of performance and ease of use. This library is built on top of the Hugging Face's Transformers library, which provides thousands of pre-trained models in 100+ languages. It is designed to be a simple and easy-to-use library for PHP developers using a similar API to the Python library. These models can be used for a variety of tasks, including text generation, summarization, translation, and more.
Local & OnPremise AI. Run LLMs offline. Tap into your private knowledge base.
Interact with your documents using the power of GPT, 100% privately, no data leaks
PrivateGPT is a production-ready AI project that allows you to ask questions about your documents using the power of Large Language Models (LLMs), even in scenarios without an Internet connection. 100% private, no data leaves your execution environment at any point.
ell is a lightweight prompt engineering library treating prompts as functions.
Text-To-Speech, RAG, and LLMs. All local!
Dot is a standalone, open-source application designed for seamless interaction with documents and files using local LLMs and Retrieval Augmented Generation (RAG). It is inspired by solutions like Nvidia's Chat with RTX, providing a user-friendly interface for those without a programming background. Using the Phi-3 LLM by default, Dot ensures accessibility and simplicity right out of the box.
Turn websites into LLM-ready data.
Power your AI apps with clean data crawled from any website. It's also open-source.
🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.
Automatic Open Source WAF & API Security.
open-appsec is a machine learning security engine that preemptively and automatically prevents threats against Web Application & APIs.
Design to Code. Automated.
Turn days into minutes by bringing AI into your design-to-code workflow. Convert Figma designs into clean code with Visual Copilot.
The GraphRAG project is a data pipeline and transformation suite that is designed to extract meaningful, structured data from unstructured text using the power of LLMs.
GraphRAG is a structured, hierarchical approach to Retrieval Augmented Generation (RAG), as opposed to naive semantic-search approaches using plain text snippets. The GraphRAG process involves extracting a knowledge graph out of raw text, building a community hierarchy, generating summaries for these communities, and then leveraging these structures when perform RAG-based tasks.
Make stems, instrumental, or acapella version of any song! Isolate vocals, drums, bass, and other instrumental stems from any song.
StemRoller is the first free app which enables you to separate vocal and instrumental stems from any song with a single click! StemRoller uses Facebook's state-of-the-art Demucs algorithm for demixing songs and integrates search results from YouTube.
GROBID (or Grobid, but not GroBid nor GroBiD) means GeneRation Of BIbliographic Data.
GROBID is a machine learning library for extracting, parsing and re-structuring raw documents such as PDF into structured XML/TEI encoded documents with a particular focus on technical and scientific publications. First developments started in 2008 as a hobby, following a suggestion by Laurent Romary (Inria, France). In 2011, the tool has been made available in open source. Work on GROBID has been steady as a side project since the beginning and is expected to continue as such, facilitated in particular to the continuous support of Inria.
A new community-based approach to build truly open-source LLMs.
InstructLab Command-Line Interface. Use this to chat with a model and execute the InstructLab workflow to train a model using custom taxonomy data.
state-of-the-art performance image generation with top of the line prompt following, visual quality, image detail and output diversity.
Dioptra is a software test platform for assessing the trustworthy characteristics of artificial intelligence (AI). Trustworthy AI is: valid and reliable, safe, secure and resilient, accountable and transparent, explainable and interpretable, privacy-enhanced, and fair - with harmful bias managed1. Dioptra supports the Measure function of the NIST AI Risk Management Framework by providing functionality to assess, analyze, and track identified AI risks.
A free & open tool for transcribing audio interviews.
oTranscribe is a free web app designed to take the pain out of transcribing recorded interviews.
Real-Time Face Swapping and One-Click Video Deepfake Tool. The Next Leap in Real-Time Face Swapping and Video Deepfake Technology.
Deep Live Cam harnesses cutting-edge AI to push the boundaries of real-time face swapping and video deepfakes.
Achieve high-quality face replacement with just a single image.
Retrieval Augmented Generation (RAG) chatbot powered by Weaviate.
Welcome to Verba: The Golden RAGtriever, an open-source application designed to offer an end-to-end, streamlined, and user-friendly interface for Retrieval-Augmented Generation (RAG) out of the box. In just a few easy steps, explore your datasets and extract insights with ease, either locally with HuggingFace and Ollama or through LLM providers such as OpenAI, Cohere, and Google.