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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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autogen
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
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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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chatbox
Chatbox is a desktop client for ChatGPT, Claude and other LLMs, available on Windows, Mac, Linux
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LLaVA
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
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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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Chat2DB
🔥 🔥 🔥 An intelligent and versatile general-purpose SQL client and reporting tool for databases which integrates ChatGPT capabilities.
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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: Claude 3 beats GPT-4 on Aider's code editing benchmark – aider | news.ycombinator.com | 2024-03-27The workbench UI sucks, what's nifty about it? It's cumbersome and slow. I would recommend using a ChatUI (huggingface ChatUI, or https://github.com/lobehub/lobe-chat) and use the API that way.
Project mention: Warn if (Windows ISO) media will no longer be bootable after Q1 2024 (Rufus) | news.ycombinator.com | 2023-12-23
Project mention: GreptimeAI + Xinference - Efficient Deployment and Monitoring of Your LLM Applications | dev.to | 2024-01-24Xorbits Inference (Xinference) is an open-source platform to streamline the operation and integration of a wide array of AI models. With Xinference, you’re empowered to run inference using any open-source LLMs, embedding models, and multimodal models either in the cloud or on your own premises, and create robust AI-driven applications. It provides a RESTful API compatible with OpenAI API, Python SDK, CLI, and WebUI. Furthermore, it integrates third-party developer tools like LangChain, LlamaIndex, and Dify, facilitating model integration and development.
Project mention: What’s the Difference Between Fine-tuning, Retraining, and RAG? | dev.to | 2024-04-08Check us out on GitHub.
Project mention: Chatbox (latest versions) is not open source; AskHN: anything similar? | news.ycombinator.com | 2024-02-08
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)
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.
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#...
Project mention: Show HN: I Remade the Fake Google Gemini Demo, Except Using GPT-4 and It's Real | news.ycombinator.com | 2023-12-10Update: For anyone else facing the commercial use question on LLaVA - it is licensed under Apache 2.0. Can be used commercially with attribution: https://github.com/haotian-liu/LLaVA/blob/main/LICENSE
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#...
Try SiYuan Note. It's free and open source local-first mix of Notion and Obsidian.
Project mention: Show HN: AI-driven data development and analysis platform | news.ycombinator.com | 2024-04-08
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2024-04-11.
Gpt related posts
- Show HN: Add AI code interpreter to any LLM via SDK
- A suite of tools designed to streamline the development cycle of LLM-based apps
- Storm: An LLM system that researches a topic and generates a full-length report
- Open Source Python Code Interpreter for Any LLM
- Mistral AI Launches New 8x22B Moe Model
- Hugging Face reverts the license back to Apache 2.0
- Show HN: AI-driven data development and analysis platform
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A note from our sponsor - SaaSHub
www.saashub.com | 19 Apr 2024
Index
What are some of the best open-source Gpt projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | gpt4free | 56,769 |
| 2 | awesome-chatgpt-prompts-zh | 50,069 |
| 3 | ChatGPT | 46,827 |
| 4 | generative-ai-for-beginners | 41,666 |
| 5 | MetaGPT | 38,728 |
| 6 | AgentGPT | 29,576 |
| 7 | Lobe Chat | 27,727 |
| 8 | Rufus | 26,694 |
| 9 | autogen | 24,566 |
| 10 | dify | 21,788 |
| 11 | MindsDB | 21,160 |
| 12 | chatbox | 18,315 |
| 13 | vllm | 17,656 |
| 14 | jan | 16,617 |
| 15 | LLaMA-Factory | 16,319 |
| 16 | LLaVA | 15,910 |
| 17 | StableLM | 15,848 |
| 18 | siyuan | 15,560 |
| 19 | best-of-ml-python | 15,284 |
| 20 | DocsGPT | 14,124 |
| 21 | LLMs-from-scratch | 13,415 |
| 22 | one-api | 13,130 |
| 23 | Chat2DB | 12,461 |
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