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create-tsi: A Generative AI RAG Toolkit that Generates AI Applications using LlamaIndex with Low Code

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create-tsi: A Generative AI RAG Toolkit that Generates AI Applications using LlamaIndex with Low Code

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Introducing create-tsi – a toolkit to generate a full-stack, enterprise-grade (GDPR compliant) AI Application through a CLI interface!

In today’s digital age, developing AI applications can be complex and time-consuming for businesses. Many struggle to create efficient AI bots or agents to handle tasks and answer questions. Existing solutions often require extensive coding knowledge and lack flexibility, making them inaccessible to many.

Practical Solutions and Value:

create-tsi simplifies the process of building AI applications by allowing users to easily generate full-stack, enterprise-grade AI applications through a simple command-line interface. This user-friendly toolkit is designed to be flexible and fast, making it accessible to a wide range of businesses and developers.

One of the key features of create-tsi is its wide range of GDPR-compliant pre-trained language model (LLM) options, hosted on secure data centers to ensure data privacy and security. Users can choose from various LLMs to suit their specific needs, whether they require multilingual support or language-specific models optimized for processing long documents.

Create-tsi provides users with full backend and frontend templates powered by Next.js and Python FastAPI, enabling them to quickly build fully functional AI applications without extensive coding. The toolkit also offers customization options, including web crawling capabilities, local file indexing, and integration with privacy-enhanced web search engines like DuckDuckGo and Brave Search.

With create-tsi, users can create fully functional chat interfaces powered by Python FastAPI backend that can answer questions about their data. The toolkit’s flexibility allows users to supply their own data, which is indexed and used to provide responses.

By providing a user-friendly interface, flexible customization options, and GDPR-compliant LLMs, create-tsi empowers businesses to build enterprise-grade AI applications easily. Companies can leverage AI to streamline processes, improve customer interactions, and drive innovation with this toolkit.

For more information and updates, check out the Github.

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Vladimir Dyachkov, Ph.D
Editor-in-Chief itinai.com

I believe that AI is only as powerful as the human insight guiding it.

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