floneum
indexify
floneum | indexify | |
---|---|---|
10 | 4 | |
979 | 250 | |
10.5% | 32.0% | |
9.8 | 9.9 | |
6 days ago | 3 days ago | |
Rust | Rust | |
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.
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floneum
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Dioxus 0.5: Web, Desktop, Mobile Apps in Rust
It is pretty good. I am working on an application that uses SVGs as a way to draw a workflow editor UI with Dioxus: https://github.com/floneum/floneum
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Show HN: Kalosm an embeddable framework for pre-trained models in Rust
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## What can you build with Kalosm?
Kalosm is designed to be a flexible and powerful tool for building AI into your applications. It is a great fit for any application that uses AI models to process sensitive information where local processing is important.
Here are a few examples of applications that are built with Kalosm:
- Floneum (https://floneum.com/): A local open source workflow editor and automation tool that uses Kalosm to provide natural language processing and other AI features.
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Launch HN: AgentHub (YC W24) – A no-code automation platform
This reminds me of Floneum (https://github.com/floneum/floneum), this open-sourced tool for graph-based workflows using local LLMs.
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Announcing Kalosm - an local first AI meta-framework for Rust
Kalosm is a meta-framework for AI written in Rust using candle. Kalosm supports local quantized large language models like Llama, Mistral, Phi-1.5, and Zephyr. It also supports other quantized models like Wuerstchen, Segment Anything, and Whisper. In addition to local models, Kalosm supports remote models like GPT-4 and ada embeddings.
- Show HN: Kalosm – an local first AI meta-framework in Rust
- Floneum 0.2 released: Headless browsing, package manager, cloud saves, and more
- Floneum, a graph editor for local AI workflows
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Show HN: Floneum, a graph editor for local AI workflows
1. I would love to support additional model runners including exLlama and API based models like chat GPT. I'm less familiar with how c transformers and GPTQ compare to llama.cpp. GPTQ used to run faster because it supported GPU acceleration, but now llama.cpp supports the GPU as well so that may have changed. Feel free to open a GitHub issue to discuss this: https://github.com/floneum/floneum/issues/new/choose
2. There are a few differences:
indexify
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How I got my first Rust job by doing open-source
Around 2 weeks ago now, someone opened an issue on OasysDB to integrate it to his platform, Indexify, an open-source platform to extract and process various unstructured data from different sources for generative AI apps in real-time.
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I accidentally built a meme search engine
These hacks/side projects are amazing! I feel we will see a lot of creativity as tools to build data intensive AI applications become easier.
We built and open sourced Indexify https://github.com/tensorlakeai/indexify to make it easy to build resilient pipelines to combine data with many different models and transformations to build applications that relies on embedding or any other metadata extracted by models from Videos, Photos and any documents!
I didn’t know about SigClip, the author mentioned on the blog, need to add this to our library :) I also found it incredible that he generated the crawler with Claude! This is the type of boilerplate I hope we don’t have to write in the future
- Indexify -Scalable, realtime, continuous indexing engine–Unstructured Data to AI
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Job: Rust + Retrieval Systems at Etsy
OP I sent you a message, not sure if you have seen it! I am working on an open source project in the retrieval space - https://github.com/diptanu/indexify I would love to chat more with you guys and hear what you are doing :)
What are some alternatives?
chatty-llama - A fullstack Rust + React chat app using open-source Llama language models
text-embeddings-inference - A blazing fast inference solution for text embeddings models
searchGPT - Grounded search engine (i.e. with source reference) based on LLM / ChatGPT / OpenAI API. It supports web search, file content search etc.
awesome-ml - Curated list of useful LLM / Analytics / Datascience resources
burn - Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.
opentau - Using Large Language Models for Gradual Type Inference
Queryable - Run OpenAI's CLIP model on iOS to search photos.
smartgpt - A program that provides LLMs with the ability to complete complex tasks using plugins.
hash - 🚀 The open-source, self-building database. From @hashintel