Five ways to use Generative AI in JavaScript

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Ollama Landing Page
1

Ollama

The easiest way to run large language models locally
Pricing:
- Open Source
Similarly, you could use llama.cpp docker container or Ollama to run local APIs for your LLM models such as Llama 3.

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Hugging Face Landing Page

2

Hugging Face

The AI community building the future. The platform where the machine learning community collaborates on models, datasets, and applications.

If you are working with an ML team that trained their own model or you want to host any model off Huggingface and use the same Docker container approach, you can also check out cog by Replicate. It wraps Docker and is specifically designed for creating Docker containers for ML models.

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GitHub Copilot Landing Page

3

GitHub Copilot

Your AI pair programmer. With GitHub Copilot, get suggestions for whole lines or entire functions right inside your editor.

While more and more JavaScript developers are getting into the Generative AI space, we still have ways to go to catch up to an ecosystem that has the breadth of the Python space. Cloud APIs, running local Docker containers, and bridging projects such as pythonia are great options to tap into this space without moving all of your logic into Python. Ultimately it's up to us though to either grow the space of available AI JavaScript tools by contributing to existing open-source projects or even starting new ones if you want to maintain a project. In the meantime, AI tools such as GitHub Copilot, Cursor, or Codeium can help you with writing some Python code.

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FastAPI Landing Page
4

FastAPI

FastAPI is an Open Source, modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.
Pricing:
- Open Source
- Free
If we run a benchmark where we use the haystack-ai code snippet from above and run it both using pythonia and expose it using FastAPI, both requests are slow because of their calls to OpenAI but pythonia actually slightly wins the race.

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Codeium Landing Page
5

Codeium

Free AI-powered code completion for *everyone*, *everywhere*
Pricing:
- Open Source
While more and more JavaScript developers are getting into the Generative AI space, we still have ways to go to catch up to an ecosystem that has the breadth of the Python space. Cloud APIs, running local Docker containers, and bridging projects such as pythonia are great options to tap into this space without moving all of your logic into Python. Ultimately it's up to us though to either grow the space of available AI JavaScript tools by contributing to existing open-source projects or even starting new ones if you want to maintain a project. In the meantime, AI tools such as GitHub Copilot, Cursor, or Codeium can help you with writing some Python code.

#AI #Developer Tools #Code Autocomplete 44 social mentions