Open-Source AI Cookbook
The Open-Source AI Cookbook is a collection of notebooks illustrating practical aspects of building AI applications and solving various machine learning tasks using open-source tools and models.
Latest notebooks
Check out the recently added notebooks:
Building RAG with Custom Unstructured Data
Agentic RAG: turbocharge your RAG with query reformulation and self-query! 🚀
Create a Transformers Agent from any LLM inference provider
Fine-tuning LLM to Generate Persian Product Catalogs in JSON Format
Agent for text-to-SQL with automatic error correction
Information Extraction with Haystack and NuExtract
RAG with Hugging Face and Milvus
Data analyst agent: get your data’s insights in the blink of an eye ✨
Code Search with Vector Embeddings and Qdrant
RAG backed by SQL and Jina Reranker
You can also check out the notebooks in the cookbook’s GitHub repo.https://huggingface.co/learn/cookbook/index
The Open-Source AI Cookbook is a collection of notebooks illustrating practical aspects of building AI applications and solving various machine learning tasks using open-source tools and models.
Latest notebooks
Check out the recently added notebooks:
Building RAG with Custom Unstructured Data
Agentic RAG: turbocharge your RAG with query reformulation and self-query! 🚀
Create a Transformers Agent from any LLM inference provider
Fine-tuning LLM to Generate Persian Product Catalogs in JSON Format
Agent for text-to-SQL with automatic error correction
Information Extraction with Haystack and NuExtract
RAG with Hugging Face and Milvus
Data analyst agent: get your data’s insights in the blink of an eye ✨
Code Search with Vector Embeddings and Qdrant
RAG backed by SQL and Jina Reranker
You can also check out the notebooks in the cookbook’s GitHub repo.https://huggingface.co/learn/cookbook/index
huggingface.co
Open-Source AI Cookbook - Hugging Face Open-Source AI Cookbook
We’re on a journey to advance and democratize artificial intelligence through open source and open science.