180 articles on large language models, retrieval-augmented generation, agents, and the full GenAI stack.
| Folder | Topics |
|---|---|
| 🔍 RAG-and-Retrieval | RAG pipelines, chunking strategies, hybrid search |
| 🎛️ Fine-Tuning-and-Alignment | LoRA, RLHF, DPO, PEFT, instruction tuning |
| 🤝 Agents-and-LangChain | LangChain, AutoGen, tool use, multi-agent systems |
| 🗄️ Vector-Databases-and-Embeddings | Pinecone, Weaviate, FAISS, embedding models |
| 📐 LLM-Architecture-and-Theory | Transformers, attention, tokenization, scaling laws |
| 🛠️ LLM-Applications-and-Tools | Model merging, ensemble methods, LLM vs classical models |
- Building an Interactive Chatbot App with Groq's LLMs and Streamlit
- Retrieval-Augmented Generation (RAG) with Python
- Fine-Tuning LLMs with LoRA in Python
- Building Multi-Agent Systems with AutoGen
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