textSQL vs web-llm

textSQL

By caesarHQ

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Source Code

censusgpt.com

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web-llm

Bringing large-language models and chat to web browsers. Everything runs inside the browser with no server support. (by mlc-ai)

Deep Learning llm tvm Webgpu webml chatgpt language-model

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mlc.ai

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SurveyJS - Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App

With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.

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InfluxDB - Power Real-Time Data Analytics at Scale

Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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textSQL		web-llm
	Project
2	Mentions	43
1,511	Stars	9,822
0.6%	Growth	9.6%
9.5	Activity	9.1
7 months ago	Latest Commit	4 days ago
JavaScript	Language	TypeScript
MIT License	License	Apache License 2.0

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.

textSQL

Posts with mentions or reviews of textSQL. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-02.

April 2023
40 projects | /r/dailyainews | 2 Jun 2023

San Francisco GPT and CensusGPT — natural language interfaces to public data (https://github.com/caesarhq/textSQL)
TextSQL: Using LLMs to democratize access to data analysis
1 project | news.ycombinator.com | 13 Apr 2023

web-llm

Posts with mentions or reviews of web-llm. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-05-03.

Show HN: I built a free in-browser Llama 3 chatbot powered by WebGPU
8 projects | news.ycombinator.com | 3 May 2024

Looks like it uses this: https://github.com/mlc-ai/web-llm
What stack would you recommend to build a LLM app in React without a backend?
2 projects | /r/react | 8 Dec 2023
When LLM doesn’t fit into memory, how to make it work?
1 project | /r/LocalLLaMA | 5 Nov 2023

So I was playing with MLC webllm locally. I got my mistral 7B model installed and quantised. Converted it using mlc lib to metal package for Apple chips. Now it takes only 3.5GB of memory
Show HN: Ollama for Linux – Run LLMs on Linux with GPU Acceleration
14 projects | news.ycombinator.com | 26 Sep 2023

Maybe they're talking about https://github.com/mlc-ai/mlc-llm which is used for web-llm (https://github.com/mlc-ai/web-llm)? Seems to be using TVM.
Local embeddings model for javascript
1 project | /r/LangChain | 11 Jul 2023
this makes deploying AI language models so much easier
1 project | /r/OpenAI | 7 Jun 2023

Link to github for those who want to know about MLC straight from them. Web demo is cool but takes a long time to load first time. https://github.com/mlc-ai/web-llm
April 2023
40 projects | /r/dailyainews | 2 Jun 2023

web-llm: Bringing large-language models and chat to web browsers. (https://github.com/mlc-ai/web-llm)
Running a small model on a phone?
1 project | /r/LocalLLaMA | 21 May 2023
Weekly Megathread - 14 May 2023
11 projects | /r/AITechTips | 13 May 2023

WebLLM - https://mlc.ai/web-llm/
WebLLM - Bringing LLMs based chatbot to your web browser
1 project | /r/AITechTips | 11 May 2023

What are some alternatives?

When comparing textSQL and web-llm you can also consider the following projects:

vocode-python - 🤖 Build voice-based LLM agents. Modular + open source.

chainlit - Build Conversational AI in minutes ⚡️

gptest - GPTest VS Code Extension

mlc-llm - Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.

phind-for-firefox - Sets phind.com as the default search engine in Firefox

gpt4all - gpt4all: run open-source LLMs anywhere

Selefra - The open-source policy-as-code software that provides analysis for Multi-Cloud and SaaS environments, you can get insight with natural language (powered by OpenAI).

StableLM - StableLM: Stability AI Language Models

EditAnything - Edit anything in images powered by segment-anything, ControlNet, StableDiffusion, etc. (ACM MM)

FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

praetor-data - Praetor is a lightweight finetuning data and prompt management tool [Moved to: https://github.com/US-Artificial-Intelligence/praetor-data]

duckdb-wasm - WebAssembly version of DuckDB