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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
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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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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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
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: gpt4-openai-api VS gpt4free - a user suggested alternative | libhunt.com/r/gpt4-openai-api | 2024-01-04I cant install
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
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: Ask HN: What are some books/resources where we can learn by building | news.ycombinator.com | 2024-05-11By happenchance today I learned that Manning recently started working on publishing a X From Scratch series, which currently includes:
* Container Orchestrator: https://www.manning.com/books/build-an-orchestrator-in-go-fr...
* LLM : https://www.manning.com/books/build-a-large-language-model-f...
* Frontend Framework: https://www.manning.com/books/build-a-frontend-web-framework...
Gpt related posts
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Multi AI Agent Systems using OpenAI's new GPT-4o Model
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Ask HN: What are some books/resources where we can learn by building
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Finetuning an LLM-Based Spam Classifier with LoRA from Scratch
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I'm puzzled how anyone trusts ChatGPT for code
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Show HN: I built a non-linear UI for ChatGPT
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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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A note from our sponsor - InfluxDB
www.influxdata.com | 20 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 | 58,106 |
2 | awesome-chatgpt-prompts-zh | 50,614 |
3 | ChatGPT | 48,007 |
4 | generative-ai-for-beginners | 43,780 |
5 | MetaGPT | 40,005 |
6 | Lobe Chat | 31,363 |
7 | AgentGPT | 30,125 |
8 | dify | 30,130 |
9 | Rufus | 27,055 |
10 | autogen | 25,821 |
11 | MindsDB | 21,489 |
12 | LLaMA-Factory | 22,453 |
13 | vllm | 19,672 |
14 | chatbox | 18,837 |
15 | jan | 18,549 |
16 | siyuan | 16,393 |
17 | StableLM | 15,853 |
18 | best-of-ml-python | 15,672 |
19 | LLMs-from-scratch | 16,456 |
20 | DocsGPT | 14,253 |
21 | one-api | 14,357 |
22 | Chat2DB | 13,842 |
23 | FastGPT | 13,425 |
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