LLMLingua
To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss. (by microsoft)
microagents
Agents Capable of Self-Editing Their Prompts / Python Code (by aymenfurter)
| LLMLingua | microagents | |
|---|---|---|
| 3 | 3 | |
| 3,880 | 699 | |
| 16.3% | - | |
| 8.2 | 8.6 | |
| 6 days ago | about 2 months ago | |
| Python | Python | |
| MIT License | MIT 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.
LLMLingua
Posts with mentions or reviews of LLMLingua.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-03-25.
microagents
Posts with mentions or reviews of microagents.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-26.
- FLaNK 25 December 2023
-
Show HN: Microagents: Agents Capable of Self-Editing Their Prompts / Python Code
Take a look at https://github.com/lastmile-ai/aiconfig for refactoring your prompt management - https://github.com/aymenfurter/microagents/tree/main/prompt_...
What are some alternatives?
When comparing LLMLingua and microagents you can also consider the following projects:
huh - Build terminal forms and prompts 🤷🏻♀️
aiconfig - AIConfig is a config-based framework to build generative AI applications.
Zolver - Automatic jigsaw puzzle solver
mergekit - Tools for merging pretrained large language models.
k3s - Lightweight Kubernetes
kubernetes-client - Java client for Kubernetes & OpenShift
spring-ai - An Application Framework for AI Engineering