llmware
kafka-manager
llmware | kafka-manager | |
---|---|---|
9 | 13 | |
3,173 | 11,676 | |
6.7% | 0.2% | |
9.8 | 0.0 | |
6 days ago | 9 months ago | |
Python | Scala | |
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
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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
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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
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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
kafka-manager
- FLaNK Stack Weekly 16 October 2023
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UI for Apache Kafka - An open-source tool for monitoring and managing Apache Kafka Clusters - v0.17 release
Are there any comparison to CMAK or Kafdrop ?
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Running multi-broker Kafka using docker
Dockerized kafka manager (Yahoo CMAK)
- UI for Serverless AWS MSK (Kafka)
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A list of GUI tools for working with Apache Kafka
Cluster Manager for Apache Kafka (CMAK)
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What companies/startups are using Scala (open source projects on github)?
There are so many of them in big data, e.g. Kafka, Spark, Flink, Delta, Snowplow, Finagle, Deequ, CMAK, OpenWhisk, Snowflake, TheHive, TVM-VTA, etc.
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Is there recommed UI for Kafka like RabbitMQ?
We're using CMAK (previously known as kafka manager) https://github.com/yahoo/CMAK
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Any advice on setting up or working with Kafka?
Some random tips: * Use SSDs, not magnetic disks. Our Kafka brokers used to use magnetic disks for more throughput, but this caused wayyyy more problems, like very slow broker restarts. * You'll want to install something like Burrow so you can get better lag metrics. * You might want to install CMAK. It's a web interface for common ops tasks.
- What kind of monitoring tools are people using for their Kafka Deployment?
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Gathering opinions on kafka management tools
I've used Yahoo's CMAK before for these things -
What are some alternatives?
llm-client-sdk - SDK for using LLM
akhq - Kafka GUI for Apache Kafka to manage topics, topics data, consumers group, schema registry, connect and more...
pinferencia - Python + Inference - Model Deployment library in Python. Simplest model inference server ever.
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]
inference - A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
kafka-ui - Open-Source Web UI for Apache Kafka Management
openstatus - 🏓 The open-source synthetic & real user monitoring platform 🏓
kafdrop - Kafka Web UI
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 🫵
Burrow - Kafka Consumer Lag Checking
SimplyRetrieve - Lightweight chat AI platform featuring custom knowledge, open-source LLMs, prompt-engineering, retrieval analysis. Highly customizable. For Retrieval-Centric & Retrieval-Augmented Generation.
kafka_exporter - Kafka exporter for Prometheus