Ollama Support

[sprajosh]

📥 Pull Request

📘 Description
Add support for Ollama support by patching the ollama.chat function.

🔄 Related Issue (if applicable)
Ollama support #192

🎯 Goal
Add support for official Ollama python library.

🔍 Additional Context
Any extra information or context to help us understand the change?

🧪 Testing

import ollama
import agentops

AGENTOPS_API_KEY = "<api-key>"
agentops.init(AGENTOPS_API_KEY)

import ollama

# Sync chat
response = ollama.chat(
    model='orca-mini',
    messages=[{'role': 'user', 'content': 'Why is the sky blue?'}
])

# Async chat
response = ollama.chat(
    model="orca-mini",
    messages=[{"role": "user", "content": "Why is the sky blue?"}],
    stream=True,
)

for chunk in response:
    print(chunk)

agentops.end_session("Success")

This is a first draft. I'd like some feedback to understand if I'm missing something.
Also, I don't see the analytics on session drill-down view. I will have to check the frontend project as well to see if this is happening because ollama is an unknown event.

Todo

• Ollama sync
• Ollama sync with stream
• Ollama sync client
• Ollama async client
• Count input and output tokens
• Undo override for all
• Minimum ollama version support

Dependencies
AgentOps-AI/tokencost#49 - Ollama support in tokencost to count token from message
Token cost is calculated on server.

[siyangqiu]

Thanks for contributing to AgentOps! I left a few comments that may answer some of your questions. Let me know if you have any questions. I haven't tried your change yet, so I don't know exactly why you aren't seeing the data on the front-end.

[siyangqiu]

It looks like ollama has a streaming mode. I don't know if you want to add support for that

[sprajosh]

It looks like ollama has a streaming mode. I don't know if you want to add support for that

Yes, have added support for ollama.chat, ollama.chat with stream, ollama.Client.chat, ollama.AsyncClient.chat.

[siyangqiu]

Awesome! Thanks for making the changes. Sorry I wasn't clear enough about token cost! I'll test this again if you can remove tokencost

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[siyangqiu]

I just tested this and it works! Good work! 🎉

I noticed that prompt tokens weren't being counted, but I suspect that's something I need to fix on the API server.

[siyangqiu]

Awesome work! Just some nits and you're good to go!

[siyangqiu]

🎉🎉🎉