hiq
openllmetry
| hiq | openllmetry | |
|---|---|---|
| 4 | 3 | |
| 69 | 1,299 | |
| - | 16.2% | |
| 6.0 | 9.8 | |
| 4 months ago | 5 days ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
hiq
- A lightweight way to profile Python Code non-intrusively
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HiQ – A Modern Observability System
HiQ(https://github.com/oracle-samples/hiq) is a declarative, non-intrusive, dynamic and transparent tracking system for both monolithic application and distributed system. It brings the runtime information tracking and optimization to a new level without compromising with speed and system performance, or hiding any tracking overhead information. HiQ applies for both I/O bound and CPU bound applications. In addition to latency tracking, HiQ provides memory, disk I/O and Network I/O tracking out of the box. The output can be saved in form of normal line by line log file, or HiQ tree, or span graph.
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HiQ - A Modern Observability System
HiQ(https://github.com/oracle-samples/hiq) is a declarative, non-intrusive, dynamic and transparent tracking system for both monolithic application and distributed system. It brings the runtime information tracking and optimization to a new level without compromising with speed and system performance, or hiding any tracking overhead information. HiQ applies for both I/O bound and CPU bound applications.
openllmetry
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Pydantic Logfire
I’m also aware of other OSS initiatives doing similar initiatives, so I wouldn’t say no one has ever done what your doing.
[1] https://github.com/traceloop/openllmetry
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Show HN: You don't need to adopt new tools for LLM observability
So why should it be different when the app you're building happened to be using LLMs?
So today we're open-sourcing OpenLLMetry-JS. It's an open protocol and SDK, based on OpenTelemetry, that provides traces and metrics for LLM JS/TS applications and can be connected to any of the 15+ tools that already support OpenTelemetry. Here's the repo: https://github.com/traceloop/openllmetry-js
A few months ago we launched the python flavor here (https://news.ycombinator.com/item?id=37843907) and we've now built a compatible one for Node.js.
Would love to hear your thoughts and opinions!
Check it out -
Docs: https://www.traceloop.com/docs/openllmetry/getting-started-t...
Github:
What are some alternatives?
ludwig - Low-code framework for building custom LLMs, neural networks, and other AI models
openlit - OpenLIT is an open-source GenAI and LLM observability platform native to OpenTelemetry with traces and metrics in a single application 🔥 🖥 . Open source GenAI and LLM Application Performance Monitoring (APM) & Observability tool