llmware
mwmbl
| llmware | mwmbl | |
|---|---|---|
| 9 | 27 | |
| 3,173 | 1,370 | |
| 6.7% | 1.6% | |
| 9.8 | 9.4 | |
| 7 days ago | 5 days ago | |
| Python | Python | |
| Apache License 2.0 | GNU Affero General Public License v3.0 |
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
mwmbl
- FLaNK Stack Weekly 19 Feb 2024
-
Text Processing Practice Expt: 27 SERP Types to SQLite (Yy084)
echo "https://mwmbl.org/?q=$x"|client 185.34.32.175
-
How bad are search results? Compare Google, Bing, Marginalia, Kagi, and ChatGPT
Ironically I had to use a search engine to discover what "Mwmbl" was. It's apparently a search engine. But, visiting the front page, I see something akin to a git commit log?! I'm not sure I'd have guessed that this was a SE if Brave Search did not tell me it was (even then I'm not convinced yet).
https://mwmbl.org/
-
Indexing a Billion Pages
I believe this is closer to the thing you were asking about, and the simple answer appears to be "a home grown one in python" https://github.com/mwmbl/mwmbl/blob/e544d45c374c13cdc1a5048d...
- Welcome to mwmbl, the free, open-source and non-profit search engine
- Marginalia.nu API
- Show HN: Ichido, search engine that tags sites using Google and Cloudflare
- Introduction!
- Mwmbl, the free, open-source and non-profit search engine
What are some alternatives?
llm-client-sdk - SDK for using LLM
Lobsters - Computing-focused community centered around link aggregation and discussion
pinferencia - Python + Inference - Model Deployment library in Python. Simplest model inference server ever.
whoogle-search - A self-hosted, ad-free, privacy-respecting metasearch engine
inference - A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
PiTheremin
openstatus - 🏓 The open-source synthetic & real user monitoring platform 🏓
code-search-blocklist - A list of domains hosting scrapped code snippets and polluting search results to block.
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 🫵
ublock-origin-shitty-copies-filter - Filter for DuckDuckGo and Google to remove those spam-websites that just blatantly copy and paste content from well known websites.
SimplyRetrieve - Lightweight chat AI platform featuring custom knowledge, open-source LLMs, prompt-engineering, retrieval analysis. Highly customizable. For Retrieval-Centric & Retrieval-Augmented Generation.
ublacklist - Blocks specific sites from appearing in Google search results