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AILink paclet: Wolfram + GPT-4o integration with plugins, web and system access, and data analysis

Kirill Belov
Posted 11 months ago

AILink paclet: Wolfram + GPT-4o integration with plugins, web and system access, and data analysis

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POSTED BY: Kirill Belov
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Summarizing-AILi...nb
POSTED BY: Anton Antonov
Kirill Belov
Kirill Belov
Posted 5 months ago 
chat = AIChatObject["Endpoint" -> "https://not-open-ai/api/chat/complete"]

You can use another endpoint like above. Can you exaplene some more concrete example what do you want to do?
POSTED BY: Kirill Belov
Kirill Belov
Kirill Belov
Posted 5 months ago

Thanks for sharing! Maybe I try to implement MCP Client and Server for WL =) I have to learn about this technology more

POSTED BY: Kirill Belov
Mma Usr
Mma Usr
Posted 5 months ago

Wonder if Mathematica will eventually become an MCP client as the industry starts to standardize around this protocol for tool calling.

POSTED BY: Mma Usr
Mma Usr
Mma Usr
Posted 5 months ago
POSTED BY: Mma Usr
Kirill Belov
Kirill Belov
Posted 5 months ago

Even though the API is compatible with OpenAI, it doesn't mean that the same functions are supported there. If plugins are not supported, there is no point in adding them.

POSTED BY: Kirill Belov
Alan Mok
Alan Mok
Posted 5 months ago

Hi, I am not sure whether Deepseek is supporting plugins. But this may be the reason why I am not getting result on the last part. Any way, thanks for your answer.
POSTED BY: Alan Mok
Alan Mok
Alan Mok
Posted 5 months ago

Hi, After modifying the code, I can work with Deepseek The duckDuckGoSearch is workoing. But for the last part whereby I need to search for Donald Trump interview, I got no result.

Regards

Alan
POSTED BY: Alan Mok
Kirill Belov
Kirill Belov
Posted 5 months ago

I thought about it and realized it was worth making examples of popular models being used to make it easier for users. Thank you for your question - you gave me this idea
POSTED BY: Kirill Belov
Kirill Belov
Kirill Belov
Posted 5 months ago

Please ask any other questions and ask if you are having trouble with anything else I also realized I wasn't processing the balance error, since I hadn't had one until now

POSTED BY: Kirill Belov
Kirill Belov
Kirill Belov
Posted 5 months ago

enter image description here

PacletInstall["KirillBelov/Objects"]; 
PacletInstall["KirillBelov/Internal"]; 
PacletInstall["KirillBelov/AILink"]; 

Get["KirillBelov`AILink`ChatCompletions`"]; 

chat = AIChatObject[
   "APIKey" -> SystemCredential["DEEPSEEK_API_KEY"], 
   "Endpoint" -> "https://api.deepseek.com/chat/completions", 
   "Model" -> "deepseek-chat"
   ]; 

chat["Messages"] += "Hello, are you DeepSeek model?"; 

AIChatComplete[chat]

chat["Messages"]

In the screenshot, DeepSeek is telling me that I don't have the money to get the competion. If I could pay for tokens, he might have replied something.

Note the dependencies. The Internal package requires some compiled C libraries, I only compiled them for myself - I have Windows 11 x64 and Wolfram Languabe 14.2
POSTED BY: Kirill Belov
Alan Mok
Alan Mok
Posted 5 months ago

Hi,

Suppose I want to use Deepseek as end point . What should be the change if any ?

Thanks

Alan
POSTED BY: Alan Mok
Updating Name
Updating Name
Posted 5 months ago

After browsing through the code on github, it appears that the openai.com domain is hardcoded several times in the file AILink.wl.

Are you changing that domain manually when you want to run an LLM from a different provider?
POSTED BY: Updating Name
Kirill Belov
Kirill Belov
Posted 5 months ago

I made the paclet that way from the beginning. That is, I did not make the package specifically for ChatGPT, but made it possible to use it with any API, which is made compatible with OpenAI API. For example, I ran ollama + llama model locally and my package interacted with that model without any additional actions. Do you have a specific purpose where you want to use it? I could try it and tell you if it is compatible now
POSTED BY: Kirill Belov
Mma Usr
Mma Usr
Posted 5 months ago

How difficult would it be to refactor your paclet so that it could be used with any LLM that is compatible with the OpenAI API?

If so, I think it would be useful to a lot of people right now.
POSTED BY: Mma Usr

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POSTED BY: EDITORIAL BOARD
Kirill Belov
Kirill Belov
Posted 5 months ago
POSTED BY: Kirill Belov
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