LLMStack LLMStack

LLMStack - LLMStack is a no-code platform for building generative AI applications, chatbots, agents and connecting them to your data and business processes.

Github Link - https://github.com/trypromptly/LLMStack


Build tailor-made generative AI applications, chatbots and agents that cater to your unique needs by chaining multiple LLMs. Seamlessly integrate your own data and GPT-powered models without any coding experience using LLMStack’s no-code builder. Trigger your AI chains from Slack or Discord. Deploy to the cloud or on-premise.

llmstack-quickstart llmstack-quickstart

Getting Started

LLMStack deployment comes with a default admin account whose credentials are admin and promptly. Be sure to change the password from admin panel after logging in.


๐Ÿ”— Chain multiple models: LLMStack allows you to chain multiple LLMs together to build complex generative AI applications.

๐Ÿ“Š Use generative AI on your Data: Import your data into your accounts and use it in AI chains. LLMStack allows importing various types (CSV, TXT, PDF, DOCX, PPTX etc.,) of data from a variety of sources (gdrive, notion, websites, direct uploads etc.,). Platform will take care of preprocessing and vectorization of your data and store it in the vector database that is provided out of the box.

๐Ÿ› ๏ธ No-code builder: LLMStack comes with a no-code builder that allows you to build AI chains without any coding experience. You can chain multiple LLMs together and connect them to your data and business processes.

โ˜๏ธ Deploy to the cloud or on-premise: LLMStack can be deployed to the cloud or on-premise. You can deploy it to your own infrastructure or use our cloud offering at Promptly.

๐Ÿš€ API access: Apps or chatbots built with LLMStack can be accessed via HTTP API. You can also trigger your AI chains from Slack or Discord.

๐Ÿข Multi-tenant: LLMStack is multi-tenant. You can create multiple organizations and add users to them. Users can only access the data and AI chains that belong to their organization.

What can you build with LLMStack?

Using LLMStack you can build a variety of generative AI applications, chatbots and agents. Here are some examples:

๐Ÿ“ Text generation: You can build apps that generate product descriptions, blog posts, news articles, tweets, emails, chat messages, etc., by using text generation models and optionally connecting your data. Check out this marketing content generator for example

๐Ÿค– Chatbots: You can build chatbots trained on your data powered by ChatGPT like Promptly Help that is embedded on Promptly website

๐ŸŽจ Multimedia generation: Build complex applications that can generate text, images, videos, audio, etc. from a prompt. This story generator is an example

๐Ÿ—ฃ๏ธ Conversational AI: Build conversational AI systems that can have a conversation with a user. Check out this Harry Potter character chatbot

๐Ÿ” Search augmentation: Build search augmentation systems that can augment search results with additional information using APIs. Sharebird uses LLMStack to augment search results with AI generated answer from their content similar to Bing’s chatbot

๐Ÿ’ฌ Discord and Slack bots: Apps built on LLMStack can be triggered from Slack or Discord. You can easily connect your AI chains to Slack or Discord from LLMStack’s no-code app editor. Check out our Discord server to interact with one such bot.


Login to http://localhost:3000/admin using the admin account. You can add users and assign them to organizations in the admin panel.


Check out our documentation at llmstack.ai/docs to learn more about LLMStack.