NirDiamant

NirDiamant

RAG_Techniques

★ 29 490

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

NirDiamant

GenAI_Agents

★ 24 294

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

NirDiamant

agents-towards-production

★ 21 459

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

NirDiamant

Prompt_Engineering

★ 7 852

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.

NirDiamant

Controllable-RAG-Agent

★ 1 625

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

NirDiamant

Agent_Memory_Techniques

★ 1 061

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Zep, Graphiti, LoCoMo benchmarks, and production patterns.