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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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SaaSHub
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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: 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
AgentGPT was an early agent framework designed to create, configure, and deploy autonomous AI agents. It mostly relies on looping OpenAI's GPT models like GPT-3.5 and GPT-4. AgentGPT allows users to set a goal for the AI, which autonomously plans, executes, and refines strategies to achieve it. This platform allows for both web browser access and local operation via Docker, or server deployment.
Project mention: Ask HN: LLM workflows to avoid copying and pasting from the web interfaces? | news.ycombinator.com | 2024-05-03This visual IDE for LLM pipelines was posted recently: https://github.com/langgenius/dify
See if it helps.
Get Rufus
AutoGen is an AI framework by Microsoft designed to streamline multi-agent conversations. AutoGen allows agents to communicate, share information, and make collective decisions. This setup enhances the responsiveness and dynamism of conversations. Developers use AutoGen to tailor agents to specific roles, such as programmer, content writer, CEO, etc. This enhances their ability to handle tasks from simple queries to intricate problem-solving.
Project mention: What’s the Difference Between Fine-tuning, Retraining, and RAG? | dev.to | 2024-04-08Check us out on GitHub.
Project mention: AI leaderboards are no longer useful. It's time to switch to Pareto curves | news.ycombinator.com | 2024-04-30I guess the root cause of my claim is that OpenAI won't tell us whether or not GPT-3.5 is an MoE model, and I assumed it wasn't. Since GPT-3.5 is clearly nondeterministic at temp=0, I believed the nondeterminism was due to FPU stuff, and this effect was amplified with GPT-4's MoE. But if GPT-3.5 is also MoE then that's just wrong.
What makes this especially tricky is that small models are truly 100% deterministic at temp=0 because the relative likelihoods are too coarse for FPU issues to be a factor. I had thought 3.5 was big enough that some of its token probabilities were too fine-grained for the FPU. But that's probably wrong.
On the other hand, it's not just GPT, there are currently floating-point difficulties in vllm which significantly affect the determinism of any model run on it: https://github.com/vllm-project/vllm/issues/966 Note that a suggested fix is upcasting to float32. So it's possible that GPT-3.5 is using an especially low-precision float and introducing nondeterminism by saving money on compute costs.
Sadly I do not have the money[1] to actually run a test to falsify any of this. It seems like this would be a good little research project.
[1] Or the time, or the motivation :) But this stuff is expensive.
Project mention: Chatbox (latest versions) is not open source; AskHN: anything similar? | news.ycombinator.com | 2024-02-08
As we continue this blog series, let's explore a fully open-source alternative to LM Studio - Jan, a project from Southeast Asia.
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: Finetune a GPT Model for Spam Detection on Your Laptop in Just 5 Minutes | news.ycombinator.com | 2024-05-03
Gpt related posts
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Open-source secure sandboxes for AI code execution
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Finetune a GPT Model for Spam Detection on Your Laptop in Just 5 Minutes
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Ask HN: LLM workflows to avoid copying and pasting from the web interfaces?
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Agents of Change: Navigating the Rise of AI Agents in 2024
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Open-source SDK for adding custom code interpreters to AI apps
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Ask HN: Who is hiring? (May 2024)
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AI leaderboards are no longer useful. It's time to switch to Pareto curves
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A note from our sponsor - SaaSHub
www.saashub.com | 8 May 2024
Index
What are some of the best open-source Gpt projects? This list will help you:
Project | Stars | |
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1 | gpt4free | 57,613 |
2 | awesome-chatgpt-prompts-zh | 50,444 |
3 | ChatGPT | 46,989 |
4 | generative-ai-for-beginners | 43,438 |
5 | MetaGPT | 39,468 |
6 | Lobe Chat | 30,084 |
7 | AgentGPT | 29,893 |
8 | dify | 27,030 |
9 | Rufus | 26,906 |
10 | autogen | 25,506 |
11 | MindsDB | 21,354 |
12 | LLaMA-Factory | 20,971 |
13 | vllm | 18,931 |
14 | chatbox | 18,573 |
15 | jan | 17,877 |
16 | siyuan | 16,019 |
17 | StableLM | 15,852 |
18 | best-of-ml-python | 15,364 |
19 | LLMs-from-scratch | 14,440 |
20 | DocsGPT | 14,193 |
21 | one-api | 13,942 |
22 | Chat2DB | 13,644 |
23 | FastGPT | 13,166 |
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