logos-shift-client
Replace expensive LLM calls with finetunes automatically (by virevolai)
prometheus-fastapi-instrumentator
Instrument your FastAPI with Prometheus metrics. (by trallnag)
| logos-shift-client | prometheus-fastapi-instrumentator | |
|---|---|---|
| 3 | 1 | |
| 46 | 824 | |
| - | - | |
| 8.3 | 6.7 | |
| 3 months ago | 16 days ago | |
| Python | Python | |
| MIT License | ISC License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
logos-shift-client
Posts with mentions or reviews of logos-shift-client.
We have used some of these posts to build our list of alternatives
and similar projects.
- Show HN: Zero dependency LLM standby, rollouts, no proxy
-
Show HN: Logos Shift Cloud – automatically finetune and replace expensive LLM
The client code is open sourced at https://github.com/virevolai/logos-shift-client/ which includes the instrumentation, router for switching, and exactly how this works.
It's only 530 lines of code. No complex libraries.
If you do not want to use the Cloud solution, you can always just use Logos Shift for saving to local host and finetune yourself.
logos_shift = LogosShift(api_key=None, filename="api_calls.log")
Let us know how we can make this experience better.
- Show HN: Logos Shift – Finetune your own LLM and rollout seamlessly, local/cloud
prometheus-fastapi-instrumentator
Posts with mentions or reviews of prometheus-fastapi-instrumentator.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-09-19.
-
Is Prometheus the right tool for my use case here?
There's client libraries in most languages that make this possible and are reasonably straight forward. If you're using a particular framework it's quite possible there's a prometheus instrumentor for that framework, e.g fastapi has the prometheus-fastapi-instrumentor. There's also open source frameworks that can help you do this in a variety of languages, my personal favourite is autometrics.
What are some alternatives?
When comparing logos-shift-client and prometheus-fastapi-instrumentator you can also consider the following projects:
pyccolo - Declarative instrumentation for Python.
client_python - Prometheus instrumentation library for Python applications
objectiv-analytics - Open-source product analytics infrastructure for data teams that want full control. Built for high quality data collection and ready to use for advanced analytics & ML.
ping-exporter - Prometheus Ping exporter
ros2_tracing - Tracing tools for ROS 2.
rundeck_exporter - Rundeck Metrics Exporter