llmware
akhq
llmware | akhq | |
---|---|---|
9 | 17 | |
3,173 | 3,210 | |
6.7% | - | |
9.8 | 8.7 | |
6 days ago | 7 days ago | |
Python | Java | |
Apache License 2.0 | 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.
llmware
-
More Agents Is All You Need: LLMs performance scales with the number of agents
I couldn't agree more. You should check out LLMWare's SLIM agents (https://github.com/llmware-ai/llmware/tree/main/examples/SLI...). It's focusing on pretty much exactly this and chaining multiple local LLMs together.
A really good topic that ties in with this is the need for deterministic sampling (I may have the terminology a bit incorrect) depending on what the model is indended for. The LLMWare team did a good 2 part video on this here as well (https://www.youtube.com/watch?v=7oMTGhSKuNY)
I think dedicated miniture LLMs are the way forward.
Disclaimer - Not affiliated with them in any way, just think it's a really cool project.
- FLaNK Stack Weekly 19 Feb 2024
-
Show HN: LLMWare – Small Specialized Function Calling 1B LLMs for Multi-Step RAG
I've been building upon the LLMWare project - https://github.com/llmware-ai/llmware - for the past 3 months. The ability to run these models locally on standard consumer CPUs, along with the abstraction provided to chop and change between models and different processes is really cool.
I think these SLIM models are the start of something powerful for automating internal business processes and enhancing the use case of LLMs. Still kinda blows my mind that this is all running on my 3900X and also runs on a bog standard Hetzner server with no GPU.
- Show HN: LLMWare – Integrated Solution for RAG in Finance and Legal
- Llmware.ai – AI Tools for Financial, Legal and Compliance
-
Open Source Advent Fun Wraps Up!
16. LLMWare by Ai Bloks | Github | tutorial
- FLaNK Stack Weekly 16 October 2023
- Strategy for PDF data extraction and Display
akhq
-
Microservices for beginners. Spam service. Python. Scikit-learn. Kafka.
Download docker-compose from github - https://github.com/tchiotludo/akhq. Launch docker-compose:
- FLaNK Stack Weekly 16 October 2023
- AKHQ 0.24.0 with KSQL support
-
schema registry ui
You also have https://akhq.io/
-
Kafka visualization tool
This may help as well https://akhq.io/
-
Getting Started as a Kafka Developer
akHQ - https://github.com/tchiotludo/akhq
-
A list of GUI tools for working with Apache Kafka
AKHQ
- Tools open source for monitoring kafka producer ? Because confluent is premium
- CMAK replacement
-
Show HN: After AKHQ (KafkaHQ), I Made Kestra Open-Source Airflow Alternative
The project start as a side project (yet another side project I do the night and weekend) but was quickly promoted and used in a French Big Retail Company.
This one trust on the project and decide to go production with Kestra. So they decide to inject some resource in order to develop some features that need and that is missing.
But basically, not so much people for now. We are trying to start a community around the product and started to communicate around the product since few weeks only, I hope community will follow us! And I hope to succeed like on my other open source project: https://github.com/tchiotludo/akhq
What are some alternatives?
llm-client-sdk - SDK for using LLM
kafka-ui - Open-Source Web UI for Apache Kafka Management
pinferencia - Python + Inference - Model Deployment library in Python. Simplest model inference server ever.
kafdrop - Kafka Web UI
inference - A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
kowl - Redpanda Console is a developer-friendly UI for managing your Kafka/Redpanda workloads. Console gives you a simple, interactive approach for gaining visibility into your topics, masking data, managing consumer groups, and exploring real-time data with time-travel debugging. [Moved to: https://github.com/redpanda-data/console]
openstatus - 🏓 The open-source synthetic & real user monitoring platform 🏓
kafka-manager - CMAK is a tool for managing Apache Kafka clusters
megabots - 🤖 State-of-the-art, production ready LLM apps made mega-easy, so you don't have to build them from scratch 🤯 Create a bot, now 🫵
conductor - Conductor is a microservices orchestration engine.
SimplyRetrieve - Lightweight chat AI platform featuring custom knowledge, open-source LLMs, prompt-engineering, retrieval analysis. Highly customizable. For Retrieval-Centric & Retrieval-Augmented Generation.
kafka-lag-exporter - Monitor Kafka Consumer Group Latency with Kafka Lag Exporter