Agentic Framework is a versatile, open-source framework designed to streamline the creation of autonomous AI agents that leverage large language models and MongoDB. It equips developers with modular components for managing agent memory, defining toolsets, orchestrating multi-step workflows, and templating prompts. The integrated MongoDB-backed memory store enables agents to maintain persistent context across sessions, while pluggable tool interfaces allow seamless interaction with external APIs and data sources. Built on Node.js, the framework includes logging, monitoring hooks, and deployment examples to rapidly prototype and scale intelligent agents. With customizable configuration, developers can tailor agents for tasks such as knowledge retrieval, automated customer support, data analysis, and process automation, reducing development overhead and accelerating time-to-production.

BotFast simplifies the process of building AI-powered Telegram bots by providing developers with a comprehensive Python boilerplate. It encompasses everything needed to create unique bot experiences, including payment integration with Telegram and easy setup for subscription services. With BotFast, users can set up custom AI agents, leverage multimedia capabilities, and utilize a variety of back-end features like MongoDB for data management, making it an all-in-one solution for bot development.