Add a post about ChatGPT in Galaxy Interactive tool #2114

anuprulez · 2023-08-14T13:42:55Z

No description provided.

anuprulez · 2023-08-14T13:43:09Z

bgruening · 2023-08-18T10:43:33Z

content/news/2023-08-14-chatGPT/index.md

@@ -0,0 +1,55 @@
+---
+title: "ChatGPT in Galaxy"


Suggested change

title: "ChatGPT in Galaxy"

title: "ChatGPT in Galaxy via Jupyter notebooks"

bgruening · 2023-08-18T10:47:34Z

content/news/2023-08-14-chatGPT/index.md

+
+![Jupyternaut 2](./chatgpt_2.png)
+
+Another way to use ChatGPT is via a notebook using "magic commands `%%ai`". Refer to the following image.


Suggested change

Another way to use ChatGPT is via a notebook using "magic commands `%%ai`". Refer to the following image.

Another way to use ChatGPT is from inside a notebook using the "magic command" `%%ai`, see the next images to get an idea.

bgruening · 2023-08-18T12:16:28Z

content/news/2023-08-14-chatGPT/index.md

+
+### How to access on Galaxy Europe:
+
+1. Acquire an OpenAI access token by creating an [OpenAI](https://openai.com/) account. It should be noted that using OpenAI models requires a premium/paid account.


Suggested change

1. Acquire an OpenAI access token by creating an [OpenAI](https://openai.com/) account. It should be noted that using OpenAI models requires a premium/paid account.

1. Acquire an OpenAI access token by creating an [OpenAI](https://openai.com/) account. It should be noted that using OpenAI models requires a premium/paid account from OpenAI.

bgruening · 2023-08-18T12:17:06Z

content/news/2023-08-14-chatGPT/index.md

+![ChatGPT in a notebook](./chatgpt_4.png)
+
+
+### Pricing for OpenAI token


This is probably soon outdated, so we really want to include this here?

bgruening · 2023-08-18T12:19:51Z

content/news/2023-08-14-chatGPT/index.md

+### How to access on Galaxy Europe:
+
+1. Acquire an OpenAI access token by creating an [OpenAI](https://openai.com/) account. It should be noted that using OpenAI models requires a premium/paid account.
+2. Apply for using GPU JupyterLab using http://usegalaxy.eu/gpu-request. Ignore this step if you have access to GPU JupyterLab in Galaxy Europe.


Suggested change

2. Apply for using GPU JupyterLab using http://usegalaxy.eu/gpu-request. Ignore this step if you have access to GPU JupyterLab in Galaxy Europe.

2. If you do not have already, please apply for using GPU JupyterLab via http://usegalaxy.eu/gpu-request.

Should that maybe the first step?

bgruening · 2023-08-18T12:20:18Z

content/news/2023-08-14-chatGPT/index.md

+
+1. Acquire an OpenAI access token by creating an [OpenAI](https://openai.com/) account. It should be noted that using OpenAI models requires a premium/paid account.
+2. Apply for using GPU JupyterLab using http://usegalaxy.eu/gpu-request. Ignore this step if you have access to GPU JupyterLab in Galaxy Europe.
+3. Go to GPU JupyterLab tool in Galaxy Europe and choose tool version 0.2. Currently, it has been deployed on this version only. It may be deployed on other interactive tools (ITs) in Galaxy, serving Jupyter notebooks online.


link to the GPU Jupterlab?

Suggested change

3. Go to GPU JupyterLab tool in Galaxy Europe and choose tool version 0.2. Currently, it has been deployed on this version only. It may be deployed on other interactive tools (ITs) in Galaxy, serving Jupyter notebooks online.

3. Go to GPU JupyterLab tool in Galaxy Europe and choose tool version 0.2.

But I would add a direct link

bgruening · 2023-08-18T12:22:18Z

content/news/2023-08-14-chatGPT/index.md

+2. Apply for using GPU JupyterLab using http://usegalaxy.eu/gpu-request. Ignore this step if you have access to GPU JupyterLab in Galaxy Europe.
+3. Go to GPU JupyterLab tool in Galaxy Europe and choose tool version 0.2. Currently, it has been deployed on this version only. It may be deployed on other interactive tools (ITs) in Galaxy, serving Jupyter notebooks online.
+4. Open the JupyterLab and click the "chat" icon at the bottom of the left panel. Choose the model you want to use and provide an OpenAI access token. It gives a chatbox to write questions. Refer to images 1 and 2.
+5. Creating a regular notebook is Another way to use these models. Type the following commands in the same order in a notebook:


Suggested change

5. Creating a regular notebook is Another way to use these models. Type the following commands in the same order in a notebook:

5. Creating a regular notebook is another way to use these models. Type the following commands in the same order in a notebook:

bgruening · 2023-08-18T12:23:54Z

content/news/2023-08-14-chatGPT/index.md

+
+    d. `Write a program for plotting heatmap using matplotlib`
+
+6. One example notebook is provided at `/notebooks/test-Generative-AI.ipynb`. Click [Jupyter AI](https://jupyter-ai.readthedocs.io/en/latest/users/index.html) for further examples and details.


Suggested change

6. One example notebook is provided at `/notebooks/test-Generative-AI.ipynb`. Click [Jupyter AI](https://jupyter-ai.readthedocs.io/en/latest/users/index.html) for further examples and details.

6. An example is provided at `/notebooks/test-Generative-AI.ipynb` inside the notebook.

For further examples and details see the [Jupyter AI page](https://jupyter-ai.readthedocs.io/en/latest/users/index.html).

bgruening · 2023-08-18T12:24:46Z

content/news/2023-08-14-chatGPT/index.md

+The cost of using OpenAI models depends on factors such as the type of model (LLM) used and the number of tokens. The [price chart](https://openai.com/pricing) describes the detailed cost of using different LLMs. Models such as GPT4 are more expensive than GPT-3.5 Turbo. Usage cost also depends on the number of tokens/words used in the query and its response. Refer to the [tokens guide](https://platform.openai.com/docs/guides/gpt/managing-tokens) for more understanding. A straightforward example of how tokens are managed inside models is - the string "ChatGPT is great!" is encoded into six tokens: ["Chat", "G", "PT", " is", " great", "!"]. Using the GPT-3.5 Turbo model for 1000 tokens costs $0.0015.
+
+
+### How to access on Galaxy Europe:


Isn't that section a bit redundant with the general usage section?

@bgruening, thanks a lot for your comments. I have update the blog according to your comments

bgruening · 2023-08-19T03:03:51Z

Cool!

* add chatgpt post * update blog new * Update index.md * fix review comments * fix review comments * update

anuprulez added 2 commits August 14, 2023 12:26

add chatgpt post

35c2a1e

update blog new

5763584

anuprulez added 2 commits August 14, 2023 16:32

Update index.md

eaaee4e

Merge branch 'galaxyproject:master' into chatgpt-post

4d972e6

kysrpex requested a review from bgruening August 18, 2023 09:13

bgruening reviewed Aug 18, 2023

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anuprulez added 3 commits August 18, 2023 16:22

fix review comments

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fix review comments

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update

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bgruening approved these changes Aug 19, 2023

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bgruening merged commit 247a1f5 into galaxyproject:master Aug 19, 2023
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paulzierep pushed a commit to paulzierep/galaxy-hub that referenced this pull request Nov 7, 2023

Add a post about ChatGPT in Galaxy Interactive tool (galaxyproject#2114)

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* add chatgpt post * update blog new * Update index.md * fix review comments * fix review comments * update

paulzierep pushed a commit to paulzierep/galaxy-hub that referenced this pull request Nov 28, 2023

Add a post about ChatGPT in Galaxy Interactive tool (galaxyproject#2114)

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* add chatgpt post * update blog new * Update index.md * fix review comments * fix review comments * update

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Add a post about ChatGPT in Galaxy Interactive tool #2114

Add a post about ChatGPT in Galaxy Interactive tool #2114

anuprulez commented Aug 14, 2023

anuprulez commented Aug 14, 2023

bgruening Aug 18, 2023

bgruening Aug 18, 2023

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bgruening Aug 18, 2023

bgruening Aug 18, 2023

bgruening Aug 18, 2023

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anuprulez Aug 18, 2023

bgruening commented Aug 19, 2023

	title: "ChatGPT in Galaxy"
	title: "ChatGPT in Galaxy via Jupyter notebooks"


		![Jupyternaut 2](./chatgpt_2.png)

		Another way to use ChatGPT is via a notebook using "magic commands `%%ai`". Refer to the following image.

	Another way to use ChatGPT is via a notebook using "magic commands `%%ai`". Refer to the following image.
	Another way to use ChatGPT is from inside a notebook using the "magic command" `%%ai`, see the next images to get an idea.


		### How to access on Galaxy Europe:

		1. Acquire an OpenAI access token by creating an [OpenAI](https://openai.com/) account. It should be noted that using OpenAI models requires a premium/paid account.

		![ChatGPT in a notebook](./chatgpt_4.png)


		### Pricing for OpenAI token

	2. Apply for using GPU JupyterLab using http://usegalaxy.eu/gpu-request. Ignore this step if you have access to GPU JupyterLab in Galaxy Europe.
	2. If you do not have already, please apply for using GPU JupyterLab via http://usegalaxy.eu/gpu-request.

	3. Go to GPU JupyterLab tool in Galaxy Europe and choose tool version 0.2. Currently, it has been deployed on this version only. It may be deployed on other interactive tools (ITs) in Galaxy, serving Jupyter notebooks online.
	3. Go to GPU JupyterLab tool in Galaxy Europe and choose tool version 0.2.

	5. Creating a regular notebook is Another way to use these models. Type the following commands in the same order in a notebook:
	5. Creating a regular notebook is another way to use these models. Type the following commands in the same order in a notebook:


		d. `Write a program for plotting heatmap using matplotlib`

		6. One example notebook is provided at `/notebooks/test-Generative-AI.ipynb`. Click [Jupyter AI](https://jupyter-ai.readthedocs.io/en/latest/users/index.html) for further examples and details.

-. One example notebook is provided at `/notebooks/test-Generative-AI.ipynb`. Click [Jupyter AI](https://jupyter-ai.readthedocs.io/en/latest/users/index.html) for further examples and details.
+. An example is provided at `/notebooks/test-Generative-AI.ipynb` inside the notebook.
+For further examples and details see the [Jupyter AI page](https://jupyter-ai.readthedocs.io/en/latest/users/index.html).

		The cost of using OpenAI models depends on factors such as the type of model (LLM) used and the number of tokens. The [price chart](https://openai.com/pricing) describes the detailed cost of using different LLMs. Models such as GPT4 are more expensive than GPT-3.5 Turbo. Usage cost also depends on the number of tokens/words used in the query and its response. Refer to the [tokens guide](https://platform.openai.com/docs/guides/gpt/managing-tokens) for more understanding. A straightforward example of how tokens are managed inside models is - the string "ChatGPT is great!" is encoded into six tokens: ["Chat", "G", "PT", " is", " great", "!"]. Using the GPT-3.5 Turbo model for 1000 tokens costs $0.0015.


		### How to access on Galaxy Europe:

Add a post about ChatGPT in Galaxy Interactive tool #2114

Add a post about ChatGPT in Galaxy Interactive tool #2114

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anuprulez commented Aug 14, 2023

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bgruening commented Aug 19, 2023