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Top 23 Python openai Projects
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AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Project mention: Introducing Micro Agent: An (Actually Reliable) AI Coding Agent | dev.to | 2024-07-19While the concept of versatile AI coding agents that can automate any programming task is exciting, the reality often falls short. Tools like Auto-GPT and other general-purpose coding agents tend to go off the rails, compounding errors and leading to unexpected results.
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Project mention: gpt4-openai-api VS gpt4free - a user suggested alternative | libhunt.com/r/gpt4-openai-api | 2024-01-04
I cant install
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gpt-engineer
Platform to experiment with the AI Software Engineer. Terminal based. NOTE: Very different from https://gptengineer.app
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quivr
Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.
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chatgpt-on-wechat
基于大模型搭建的聊天机器人，同时支持 微信公众号、企业微信应用、飞书、钉钉 等接入，可选择GPT3.5/GPT-4o/GPT-o1/ Claude/文心一言/讯飞星火/通义千问/ Gemini/GLM-4/Claude/Kimi/LinkAI，能处理文本、语音和图片，访问操作系统和互联网，支持基于自有知识库进行定制企业智能客服。
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Hello-Python
Curso para aprender el lenguaje de programación Python desde cero y para principiantes. 100 clases, 44 horas en vídeo, código, proyectos y grupo de chat. Fundamentos, frontend, backend, testing, IA...
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Project mention: Introduction to Using Generative AI Models: Create Your Own Chatbot! | dev.to | 2024-10-08
To interact with the OpenAI API, you will install the openai package:
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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And there is a Feature request in the aider repository to enable integrating aider with external tools. So we could make it call our tool automatically and add the chunks to the context.
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SuperAGI
<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
AI agents are, at the most basic level, software. With all software comes the risk of security vulnerabilities. During this research, we looked closely at some popular agent tooling, including LangChain (CVE-2024-21513) and SuperAGI (CVE-2024-21552), with a particular focus on traditional software vulnerabilities that have been around for decades and will continue to be around in the future.
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gpt-researcher
LLM based autonomous agent that conducts local and web research on any topic and generates a comprehensive report with citations.
Project mention: Farfalle – Open-source AI-powered search engine | news.ycombinator.com | 2024-05-16Seems to be using a mysterious "over 20 sites" sourcing <https://docs.tavily.com/docs/tavily-api/introduction#how-doe...> using selenium <https://github.com/assafelovic/gpt-researcher/blob/9940d811f...> then sprinkled with AI magick, followed by this project's moar AI magick
I truly don't understand what Farfalle offers over tavily, but maybe it's just a side hustle and I'm looking at it from the wrong perspective
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litellm
Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]
🌐 All this buildings 📎 Synthetic Data Generator - local on Ollama! 💻 Agentic Mesh Future! 🦾 Convert an entire HTML Website to Markdown with Great GO CLI Tool 🫶 LiteLLM 📝 How to setup InstructLab Granite Model 🌐 Fundamentals of Platform Transforamation Salesforce 🌐 Graphrag Explaing 🌐 Matryoshka Embedding Detail at Multiple Scales 🌐 Browser Use for LLM 📎 Creating Advanced AI Agents with Ollama and Langchain 💻 Great command line REST Client 🤖 Inkeep Builds an AI Assistant with Milvus ✅ Visual Data Transformation ETL 💻 What is a LongRAG 🛠️ PymuPDF4llm is Your New Best Friend 🫶 WebScraping for LLM
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chatgpt-mirai-qq-bot
🚀 一键部署！真正的 AI 聊天机器人！支持ChatGPT、文心一言、讯飞星火、Bing、Bard、ChatGLM、POE，多账号，人设调教，虚拟女仆、图片渲染、语音发送 | 支持 QQ、Telegram、Discord、微信 等平台
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Project mention: Play 3.0 mini – A lightweight, reliable, cost-efficient Multilingual TTS model | news.ycombinator.com | 2024-10-14
Hi, I don't know what's SOTA, but I got good results with these (open source, on-device) :
https://github.com/SYSTRAN/faster-whisper (speech-to-text)
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shell_gpt
A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently.
Project mention: ShellGPT: A CLI productivity tool powered by LLMs like GPT-4 | news.ycombinator.com | 2024-11-25 -
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
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Project mention: Show HN: Skyvern – open-source browser automation tool | news.ycombinator.com | 2024-03-14
This is quite different than https://github.com/OthersideAI/self-operating-computer
Self-operating-computer uses pixel mapping to control your computer. This is a very good approach, but it's extremely unreliable. GPT-4V frequently hallucinates pixel outputs, causing it to miss interactions, or enter fail-loops
>The approach by AI Jason
AI Jason is using image-only methods to interact with the browser. This is a great first step, but this approach tends to be rife with hallucinations or errors. We do dom parsing in addition to image anaylsis to help GPT-4V correlate information in the image to the interactable elements within the DOM. This dramatically boosts its ability to perform the same task over and over again reliably (which proved impossible with the image-only approach)
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Project mention: Exploring the Instructor Library: Structuring Unstructured Data (and Some Fun along the Way) | dev.to | 2024-11-16
I’ve recently come across the instructor library, and I have to say, I’m pretty impressed. The concept of structuring unstructured data is both powerful and, dare I say, a bit magical. The idea that you can take data that’s all over the place and somehow impose order on it—well, that’s just my kind of wizardry.
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chainlit is open source project that makes it very easy to build frontend interfaces like chatgpt and other features that are required for conversational ai app, so we can focus on the core part and don't need to worry about basic things, and it is dead simple to work with
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Project mention: Ask HN: What are the drawbacks of caching LLM responses? | news.ycombinator.com | 2024-03-15
Just found this: https://github.com/zilliztech/GPTCache which seems to address this idea/issue.
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azure-search-openai-demo
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
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SaaSHub
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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).
Python openai discussion
Python openai related posts
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Redsage: A terminal-based AI pair programmer. Easy to configure
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Building a CLI tool to improve Github Copilot
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ShellGPT: A CLI productivity tool powered by LLMs like GPT-4
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FLAIV-KING Weekly 25 Nov 2024
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Exploring the Instructor Library: Structuring Unstructured Data (and Some Fun along the Way)
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🏠 GPT Home 🤖💬 an Open-source Raspberry Pi Home Assistant!
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Get Me Out of Data Hell
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A note from our sponsor - CodeRabbit
coderabbit.ai | 11 Dec 2024
Index
What are some of the best open-source openai projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | AutoGPT | 168,972 |
| 2 | gpt4free | 62,592 |
| 3 | gpt-engineer | 52,604 |
| 4 | quivr | 36,862 |
| 5 | chatgpt-on-wechat | 31,780 |
| 6 | Hello-Python | 27,141 |
| 7 | openai-python | 23,364 |
| 8 | aider | 22,827 |
| 9 | SuperAGI | 15,567 |
| 10 | gpt-researcher | 15,204 |
| 11 | litellm | 14,626 |
| 12 | chatgpt-mirai-qq-bot | 13,437 |
| 13 | faster-whisper | 12,889 |
| 14 | clip-as-service | 12,486 |
| 15 | awesome-chatgpt-zh | 10,850 |
| 16 | shell_gpt | 9,895 |
| 17 | stable-baselines3 | 9,296 |
| 18 | self-operating-computer | 8,950 |
| 19 | instructor | 8,437 |
| 20 | chainlit | 7,325 |
| 21 | GPTCache | 7,268 |
| 22 | azure-search-openai-demo | 6,406 |
| 23 | rags | 6,334 |
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