⚡ Building applications with LLMs through composability ⚡.

LangChain is a framework for developing applications powered by language models.

• 🦜️🔗 LangChain @ GitHub.
• Intégration de Google Drive avec langchain @ Octo talks! :fr:.

Data Integration, Data Quality, & Analytics Solutions.

Qlik, now with Talend, delivers a data fabric for modern data architectures and next-gen analytics powered by Qlik Staige™, a suite of AI and machine learning capabilities.

Effortlessly remove background from images directly in the browser with no additional costs and privacy concerns.

• Background Removal @ GitHub

Open-source Solution for AI Quality.
The testing framework dedicated to ML models, from tabular to LLMs
Scan AI models to detect risks of biases, performance issues and errors. In 4 lines of code.

• Giskard @ GitHub.
• Introduction to Giskard: Open-Source Quality Management for AI Models @ KDnuggets.

A platform for the machine learning lifecycle.

MLflow is a platform to streamline machine learning development, including tracking experiments, packaging code into reproducible runs, and sharing and deploying models. MLflow offers a set of lightweight APIs that can be used with any existing machine learning application or library (TensorFlow, PyTorch, XGBoost, etc), wherever you currently run ML code (e.g. in notebooks, standalone applications or the cloud). MLflow's current components are:

• MLflow @ GitHub.
• Setting up a Development Machine with MLFlow and MinIO @ MinIO Blog.

Doctor Dignity is an LLM that can pass the US Medical Licensing Exam. It works offline, it's cross-platform, & your health data stays private.

• Doctor Dignity – L’IA médicale open-source @ Korben :fr:.

Ship AI features in minutes.
Pezzo enables you to build, test, monitor and instantly ship AI all in one platform, while constantly optimizing for cost and performance.

🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.

• Pezzo @ GitHub.

The most powerful vector database for building AI applications. Open-source PostgreSQL database extension for vector data and vector search operations.

Lantern is an open-source PostgreSQL database extension to store vector data, generate embeddings, and handle vector search operations.

• Lantern @ GitHub.

Voice Meeting Notes & Real-time Transcription

A playground for comparing AI image models.

• Zoo @ GitHub.
• Zoo – Pour jouer avec différents modèles de génération d’images @ Korben (fr).

one-click face swap

Take a video and replace the face in it with a face of your choice. You only need one image of the desired face. No dataset, no training.

• Créez des deepfakes faciles avec une simple image ! @ Korben (fr).

A Multilingual Code Generation Tool.

We introduce CodeGeeX, a large-scale multilingual code generation model with 13 billion parameters, pre-trained on a large code corpus of more than 20 programming languages. As of June 22, 2022, CodeGeeX has been trained on more than 850 billion tokens on a cluster of 1,536 Ascend 910 AI Processors.

• CodeGeeX2 @ GitHub.
• CodeGeeX @ GitHub.

Best ChatGPT Prompts & AI Prompts Community

txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows.

txtai @ GitHub.

automatically tests prompt injection attacks on ChatGPT instances.

Prompt injection is a type of security vulnerability that can be exploited to control the behavior of a ChatGPT instance. By injecting malicious prompts into the system, an attacker can force the ChatGPT instance to do unintended actions.

Supercharged experience for ChatGPT, DALL-E and Stable Diffusion.

Anse @ GitHub.

Automatic Generation of Visualizations and Infographics with LLMs.

LIDA is a library for generating data visualizations and data-faithful infographics. LIDA is grammar agnostic (will work with any programming language and visualization libraries e.g. matplotlib, seaborn, altair, d3 etc) and works with multiple large language model providers (OpenAI, PaLM, Cohere, Huggingface). Details on the components of LIDA are described in the paper here and in this tutorial notebook. See the project page here for updates!.

LIDA @ GitHub.

Defog's SQLCoder is a state-of-the-art LLM for converting natural language questions to SQL queries.

The HackerNoon Library.

THE LEARN REPO orders technology stories by editor determined subject matter and community determined time reading created. It is an open source lever within the HackerNoon Story Classification System.

Your Guide to Communicating with Artificial Intelligence.

Learn how to use ChatGPT and other AI tools to accomplish your goals using our free and open source curriculum, designed for all skill levels!

Learn Prompting @ GitHub.