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Nowadays, I can develop apps like this in Typescript easily, as the barrier is lower than ever before, much lower. We only need Typescript development skills for developing AI-tool prototypes, additionally, if you are an experienced frontend developer, you can easily convert your prototypes into real applications with a user interface. This is the prototype of the Text reviewer app in the Jupyter Lab IDE (downloadable Jupyter notebook):
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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Package installer for Python (pip), we use this for installing the Python-based packages, such as Jupyter Lab, and we're going to use this for installing other Python-based tools like the Chroma DB vector database
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Pnpm for install Javascript/Typescript packages, like LangChain.js
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ollama
Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models.
Ollama for running LLMs locally
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Chocolatey Windows software management solution, we use this for installing Python and Deno
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives