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Top 23 Gpt Open-Source Projects
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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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generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
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MetaGPT
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
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Lobe Chat
LobeChat is a open-source, extensible (Function Calling), high-performance chatbot framework.It supports one-click free deployment of your private ChatGPT/LLM web application.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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dify
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.
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autogen
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
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chatbox
Chatbox is a desktop client for ChatGPT, Claude and other LLMs, available on Windows, Mac, Linux
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jan
Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. Multiple engine support (llama.cpp, TensorRT-LLM)
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siyuan
A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and golang.
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one-api
OpenAI 接口管理 & 分发系统,支持 Azure、Anthropic Claude、Google PaLM 2 & Gemini、智谱 ChatGLM、百度文心一言、讯飞星火认知、阿里通义千问、360 智脑以及腾讯混元,可用于二次分发管理 key,仅单可执行文件,已打包好 Docker 镜像,一键部署,开箱即用. OpenAI key management & redistribution system, using a single API for all LLMs, and features an English UI.
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FastGPT
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
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SaaSHub
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Project mention: gpt4-openai-api VS gpt4free - a user suggested alternative | libhunt.com/r/gpt4-openai-api | 2024-01-04I cant install
Project mention: What AI assistants are already bundled for Linux? | news.ycombinator.com | 2024-03-01> I wouldn't hold my breath waiting for a native Linux AI-assisted assistant.
On Mac when I press Command + Space, it brings up Spotlight search
That can't easily be added to be the equivalent of some kind of LLM prompt on GNOME/KDE/XFCE?
I don't quite know what you'd ask it/do with it that would be of much value? Seems like a quicker way/a wrapper around either asking an LLM questions via CLI or basically Electron wrapping HTML (like this https://github.com/lencx/ChatGPT)?
Generative AI For Beginners: a collection of resources to learn about Generative AI, including tutorials, code samples, and more.
https://github.com/geekan/MetaGPT :
> MetaGPT takes a one line requirement as input and outputs user stories / competitive analysis / requirements / data structures / APIs / documents, etc.
https://news.ycombinator.com/item?id=29141796 ; "Co-Founder Equity Calculator"
"Ask HN: What are your go to SaaS products for startups/MVPs?" (2020) https://news.ycombinator.com/item?id=23535828 ; FounderKit, StackShare
> USA Small Business Administration: "10 steps to start your business." https://www.sba.gov/starting-business/how-start-business/10-...
>> "Startup Incorporation Checklist: How to bootstrap a Delaware C-corp (or S-corp) with employee(s) in California" https://github.com/leonar15/startup-checklist
Project mention: AgentGPT: Assemble, configure, and deploy autonomous AI Agents in the browser | news.ycombinator.com | 2024-01-28
Project mention: The AI Revolution Is Crushing Thousands of Languages | news.ycombinator.com | 2024-04-25Get your OpenAI API key and then use it on one of the hundreds of open source frontends available, such as: https://github.com/lobehub/lobe-chat
Project mention: Warn if (Windows ISO) media will no longer be bootable after Q1 2024 (Rufus) | news.ycombinator.com | 2023-12-23
Project mention: What’s the Difference Between Fine-tuning, Retraining, and RAG? | dev.to | 2024-04-08Check us out on GitHub.
Depends what model you want to train, and how well you want your computer to keep working while you're doing it.
If you're interested in large language models there's a table of vram requirements for fine-tuning at [1] which says you could do the most basic type of fine-tuning on a 7B parameter model with 8GB VRAM.
You'll find that training takes quite a long time, and as a lot of the GPU power is going on training, your computer's responsiveness will suffer - even basic things like scrolling in your web browser or changing tabs uses the GPU, after all.
Spend a bit more and you'll probably have a better time.
[1] https://github.com/hiyouga/LLaMA-Factory?tab=readme-ov-file#...
The easiest is to use vllm (https://github.com/vllm-project/vllm) to run it on a Couple of A100's, and you can benchmark this using this library (https://github.com/EleutherAI/lm-evaluation-harness)
Project mention: Chatbox (latest versions) is not open source; AskHN: anything similar? | news.ycombinator.com | 2024-02-08
Jan.ai is a 100% local alternative to ChatGPT: you can download LLMs and run them directly from within the application, or even prompting them and retrieving their response via API.
Try SiYuan Note. It's free and open source local-first mix of Notion and Obsidian.
https://github.com/siyuan-note/siyuan
Project mention: The Era of 1-bit LLMs: ternary parameters for cost-effective computing | news.ycombinator.com | 2024-02-28https://github.com/Stability-AI/StableLM?tab=readme-ov-file#...
Project mention: Insights from Finetuning LLMs for Classification Tasks | news.ycombinator.com | 2024-04-28
Gpt related posts
- FLaNK AI Weekly for 29 April 2024
- LLMs and SQL
- Insights from Finetuning LLMs for Classification Tasks
- AI-driven data management platform
- Llama 3 with Function Calling and Code Interpreter
- Dify, an end-to-end, visualized workflow to build/test LLM applications
- Show HN: Open-source SDK for creating custom code interpreters with any LLM
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A note from our sponsor - SaaSHub
www.saashub.com | 30 Apr 2024
Index
What are some of the best open-source Gpt projects? This list will help you:
Project | Stars | |
---|---|---|
1 | gpt4free | 57,411 |
2 | awesome-chatgpt-prompts-zh | 50,229 |
3 | ChatGPT | 46,892 |
4 | generative-ai-for-beginners | 42,394 |
5 | MetaGPT | 39,302 |
6 | AgentGPT | 29,816 |
7 | Lobe Chat | 29,259 |
8 | Rufus | 26,835 |
9 | dify | 25,645 |
10 | autogen | 24,917 |
11 | MindsDB | 21,312 |
12 | LLaMA-Factory | 20,248 |
13 | vllm | 18,571 |
14 | chatbox | 18,459 |
15 | jan | 17,643 |
16 | siyuan | 15,872 |
17 | StableLM | 15,853 |
18 | best-of-ml-python | 15,335 |
19 | DocsGPT | 14,169 |
20 | LLMs-from-scratch | 14,142 |
21 | one-api | 13,465 |
22 | Chat2DB | 13,338 |
23 | FastGPT | 12,707 |
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