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Enforce the output format (JSON Schema, Regex etc) of a language model

Mentalist is a graphical tool for custom wordlist generation. It utilizes common human paradigms for constructing passwords and can output the full wordlist as well as rules compatible with Hashcat and John the Ripper.

Various code metrics for Python code

Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪

Starter-kit to build constrained agents with Nextjs, FastAPI and Langchain

Python module for handling audio metadata

Hypermodern Python Cookiecutter

The project that powers MDN.

🤖 Create agentic apps in a second with your prompts. Everything you need to create an LLM Agent - tools, prompts, frameworks, and models - all in one place.

Enterprise-grade feature flag platform that you can self-host. Get started - free.

Natural Gradient Boosting for Probabilistic Prediction

Mozilla HTTP Observatory

Open Source Pricing & Packaging Infrastructure

A DNS reconnaissance tool for locating non-contiguous IP space.

Python Framework to make trades with the unofficial Robinhood API

Sync Storage server in Rust

Music player and music library manager for Linux, Windows, and macOS

GPTeam: An open-source multi-agent simulation

Synthetic data curation for post-training and structured data extraction

OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.

Real time stock and option data.

Open-source LLM/VLM load balancer and serving platform for self-hosting LLMs (and VLMs) at scale 🏓🦙 Alternative to projects like llm-d, Docker Model Runner, etc but with less moving parts and simple deployments built around ggml ecosystem. Runs on CPU and GPU.

Framework for quantitative trading. Complete framework for development, backtesting, and deploying automated trading algorithms and trading bots.

A fast and lightweight framework for creating decentralized agents with ease.

Accurate answers and instant citations for your documents.

Adala: Autonomous DAta (Labeling) Agent framework

Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.

ExtractThinker is a Document Intelligence library for LLMs, offering ORM-style interaction for flexible and powerful document workflows.

🤖 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, and GPT4All.

Agent techniques to augment your LLM and push it beyong its limits