therealoliver/Deepdive-llama3-from-scratch
Achieve the llama3 inference step-by-step, grasp the core concepts, master the process derivation, implement the code.
Language: Jupyter Notebook
#attention #attention_mechanism #gpt #inference #kv_cache #language_model #llama #llm_configuration #llms #mask #multi_head_attention #positional_encoding #residuals #rms #rms_norm #rope #rotary_position_encoding #swiglu #tokenizer #transformer
Stars: 388 Issues: 0 Forks: 28
https://github.com/therealoliver/Deepdive-llama3-from-scratch

KalyanKS-NLP/rag-zero-to-hero-guide
Comprehensive guide to learn RAG from basics to advanced.
Language: Jupyter Notebook
#ai_engineer #generative_ai #large_language_models #llm_engineer #llm_rag #llms #retrieval_augmented_generation
Stars: 344 Issues: 0 Forks: 89
https://github.com/KalyanKS-NLP/rag-zero-to-hero-guide

mirth/chonky
Fully neural approach for text chunking
Language: Python
#ai #chunking #llms #ml #rag #semantic_chunking #text_splitter
Stars: 232 Issues: 0 Forks: 6
https://github.com/mirth/chonky

steipete/agent-rules
Rules and Knowledge to work better with agents such as Claude Code or Cursor
Language: Shell
#agent #claudecode #cursor #llms #rules
Stars: 342 Issues: 3 Forks: 13
https://github.com/steipete/agent-rules

NirDiamant/agents-towards-production
This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for real-world launches.
Language: Jupyter Notebook
#agent #agent_framework #agents #ai_agents #genai #generative_ai #llm #llms #mlops #multi_agent #production #tool_integration #tutorials
Stars: 1422 Issues: 0 Forks: 141
https://github.com/NirDiamant/agents-towards-production