Renyi Khor retweetledi

Stop paying the OpenAI tax. The best AI devtools are actually open-source, free to use, and give you full control over your data and privacy.
While proprietary AI dominated early headlines, the true revolution is happening in open source - where a flourishing ecosystem of smarter models and easy to use developer tools is making advanced AI accessible to everyone.
After speaking with hundreds of developers, my @TimescaleDB colleague @cevianNY and I have curated the 'Easy Mode' Open Source AI stack - the most developer-friendly tools that work seamlessly together to help you build AI apps:
LLMs: Open source models like Llama 3 and Qwen 2.5 are matching Claude and GPT’s performance on many benchmarks come with more data privacy guarantees.
Embeddings: Modern embedding models like JinaAI, BAAI, and Nomic power help devs power accurate search and RAG without paying per token or dependence on third party APIs.
Model access and deployment: @ollama enables developers to access and deploy dozens of state of the art open-source models with just one command – no team of PhDs required.
Data and retrieval: PostgreSQL – The world's most trusted database now handles AI workloads better than specialized vector DBs, thanks to extensions like pgvector and pgai.
Backend: FastAPI – The fastest way to build production-ready AI backends that actually scale.
Frontend: NextJS – Build beautiful AI UIs with the framework that handles streaming, caching, and real-time updates out of the box.
How’s your experience been with these tools? What did I miss?

English















