Redirect your web browser to your any enviroment

Probably one of the lightest native RAG + Agent apps out there，experience the power of Agent-powered models and Agent-driven knowledge bases in one click, without complex configuration.

Python sdk for vearch

A Flask-based onboarding chatbot utilizing Retrieval-Augmented Generation (RAG) with Llama 3.1:8b, powered by LangChain. Designed to assist new employees with onboarding tasks through intelligent, context-aware responses.

Simple Python library for AWS SSO credential management in local development.

Local ChatGPT model and UI running on macOS

A mock Azure OpenAI API for seamless testing and development, supporting both streaming and non-streaming responses. Easily emulate OpenAI completions with token-based streaming in a local or Dockerized environment.

This repository showcases how to integrate MongoDB Atlas Vector Search with OpenFGA for secure access control in a document management system. It demonstrates partitioning documents, generating embeddings for content sections, and leveraging OpenFGA's authorization policies to ensure only authorized users can access specific documents.

local Retrieval-Augmented Generation (RAG) environment with MongoDB Atlas and sample datasets

Quickly filter your logs from any command.

Offlix - A CLI tool for deploying and managing essential development services (MySQL, MongoDB, Kafka, MailDev, PostgreSQL) using Docker Compose. Install, uninstall, and retrieve environment configurations with ease!

Personal toolbox.

command-line up API http mock - create route on demand

A CLI-tool for creating flexible backups easily.