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. Learn more →
Top 23 Python AI Projects
-
-
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.
-
Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
-
MockingBird
🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time
-
-
pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
-
-
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.
-
-
SuperAGI
<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
-
-
-
haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
-
-
-
-
promptflow
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
-
deeplake
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
-
-
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: Show HN: I made an app to use local AI as daily driver | news.ycombinator.com | 2024-02-27* LLaVA model: I'll add more documentation. You are right Llava could not generate images. For image generation I don't have immediate plans, but checkout these projects for local image generation.
Project mention: Making large AI models cheaper, faster and more accessible | news.ycombinator.com | 2024-03-21
For open assistant, the code: https://github.com/LAION-AI/Open-Assistant/tree/main/inference
Project mention: Step by step guide to create customized chatbot by using spaCy (Python NLP library) | dev.to | 2024-03-23Hi Community, In this article, I will demonstrate below steps to create your own chatbot by using spaCy (spaCy is an open-source software library for advanced natural language processing, written in the programming languages Python and Cython):
Project mention: Lightning AI Studios – A persistent GPU cloud environment | news.ycombinator.com | 2023-12-14
Project mention: What’s the Difference Between Fine-tuning, Retraining, and RAG? | dev.to | 2024-04-08Check us out on GitHub.
Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13Platforms such as MLflow monitor the development stages of machine learning models. In parallel, Data Version Control (DVC) brings version control system-like functions to the realm of data sets and models.
Project mention: Multimillion-dollar L.A. heist was seamless, sophisticated, stealthy | news.ycombinator.com | 2024-04-10
Project mention: refacer VS facefusion - a user suggested alternative | libhunt.com/r/refacer | 2024-01-30
View on GitHub
Project mention: Why bad scientific code beats code following "best practices" | news.ycombinator.com | 2024-01-06What you’re describing sounds like DVC (at a higher-ish—80%-solution level).
See pachyderm too.
Project mention: Ask HN: How do I train a custom LLM/ChatGPT on my own documents in Dec 2023? | news.ycombinator.com | 2023-12-24You can use embedchain[1] to connect various data sources and then get a RAG application running on your local and production very easily. Embedchain is an open source RAG framework and It follows a conventional but configurable approach.
The conventional approach is suitable for software engineer where they may not be less familiar with AI. The configurable approach is suitable for ML engineer where they have sophisticated uses and would want to configure chunking, indexing and retrieval strategies.
Project mention: A suite of tools designed to streamline the development cycle of LLM-based apps | news.ycombinator.com | 2024-04-12
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 2024-04-12.
Python AI related posts
- Show HN: Tiger – Function Hub for LLM Agents
- Meta Llama 3
- Show HN: Loki Needs You – Collaborate on an Open-Source Fact-Checking AI
- Limitless: Personalized AI powered by what you've seen, said, and heard
- Show HN: Beyond text splitting – improved file parsing for LLM's
- A suite of tools designed to streamline the development cycle of LLM-based apps
- This Week In Python
-
A note from our sponsor - InfluxDB
www.influxdata.com | 19 Apr 2024
Index
What are some of the best open-source AI projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | stable-diffusion-webui | 128,662 |
| 2 | ColossalAI | 37,775 |
| 3 | Open-Assistant | 36,601 |
| 4 | MockingBird | 33,736 |
| 5 | spaCy | 28,660 |
| 6 | pytorch-lightning | 26,797 |
| 7 | MindsDB | 21,160 |
| 8 | MLflow | 17,185 |
| 9 | frigate | 14,547 |
| 10 | SuperAGI | 14,373 |
| 11 | DocsGPT | 14,124 |
| 12 | FaceFusion | 14,004 |
| 13 | haystack | 13,564 |
| 14 | dvc | 13,093 |
| 15 | awesome-chatgpt-zh | 9,817 |
| 16 | embedchain | 8,392 |
| 17 | nebuly | 8,368 |
| 18 | RobustVideoMatting | 8,138 |
| 19 | promptflow | 7,951 |
| 20 | deeplake | 7,673 |
| 21 | dream-textures | 7,572 |
| 22 | metaflow | 7,559 |
| 23 | cookiecutter-data-science | 7,556 |
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com