Learning Resources 2025

Comprehensive guide to advanced RAG techniques with implementations

Open-source RAG engine with deep document understanding

Collection of RAG apps using OpenAI, Anthropic, Gemini

Data framework for LLM applications with RAG focus

Industry standard for building LLM applications

AI-native open-source vector database

Comprehensive tutorials for AI agent implementations

Build stateful, multi-actor agent applications

Multi-agent orchestration framework

Microsoft's multi-agent conversation framework

Build agentic systems with memory, knowledge, tools

Agent framework with type-safe structured outputs

Industry standard RAG evaluation framework

Unit testing framework for LLMs

Open source LLM observability & evaluation

OpenAI's official evaluation framework

LangChain's debugging & monitoring platform

LLM evaluation & experiment tracking (new LLM features)

Hugging Face's parameter-efficient fine-tuning (LoRA, QLoRA)

2-5x faster fine-tuning with 70% less memory

Streamlined fine-tuning for various architectures

Easy fine-tuning with WebUI for 100+ LLMs

Transformer Reinforcement Learning (SFT, DPO, RLHF)

Build LLM from scratch with book (2024 release)

High-throughput LLM serving with PagedAttention

Fast serving with structured generation support

Run LLMs locally with simple API

Production LLM platform with BentoML

LLM inference in C/C++ for edge devices

Hugging Face's production text generation

With OpenAI - Best starting point

Production LLM applications

With LangChain - Tool use & agents

With Weaviate - Vector search fundamentals

With Cohere - RAG foundations

With Google Cloud - Production pipelines