Pinned Repositories
agentic-memory
Implementing cognitive architecture and psychological memory concepts into Agentic LLM Systems
chunking-strategies
An Overview of the Latest Document Chunking Research
dspy-breakdown
Stop prompt engineering! Program your LLMs with DSPy
GraphRAG-Breakdown
A breakdown of knowledge graph RAG with diagrams and examples
llama3-websearch-agent
NeedleInAVidStack
Extract, timestamp, and analyze specific content from video collections using LLM-powered audio/video processing.
ppt2desc
Convert PowerPoint files into semantically rich text using vision language models
quick-mcp-example
Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.
QuicKB
Optimize Document Retrieval with Fine-Tuned KnowledgeBases
tool-calling-guide
Learn function calling and tool calling from simple tools to full agents.
ALucek's Repositories
ALucek/agentic-memory
Implementing cognitive architecture and psychological memory concepts into Agentic LLM Systems
ALucek/QuicKB
Optimize Document Retrieval with Fine-Tuned KnowledgeBases
ALucek/GraphRAG-Breakdown
A breakdown of knowledge graph RAG with diagrams and examples
ALucek/ppt2desc
Convert PowerPoint files into semantically rich text using vision language models
ALucek/dspy-breakdown
Stop prompt engineering! Program your LLMs with DSPy
ALucek/chunking-strategies
An Overview of the Latest Document Chunking Research
ALucek/NeedleInAVidStack
Extract, timestamp, and analyze specific content from video collections using LLM-powered audio/video processing.
ALucek/quick-mcp-example
Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.
ALucek/ft-modernbert-domain
Fine tuning ModernBERT-embed-base on synthetic domain specific data for improvement to unseen queries
ALucek/GRPO-Training
An overview of GRPO & DeepSeek-R1 Training with Open Source GRPO Model Fine Tuning
ALucek/openai-realtime-rag
Fork of OpenAI's Realtime Console, adapted for Vocal RAG
ALucek/smolagents-guide
A walk through HuggingFace smolagents
ALucek/linear-adapter-embedding
Query Only Linear Adapter Training for Fine Tuned Embedding Model Query Representation
ALucek/GenUI-Ecomm
ALucek/LLM-distillation-guide
ALucek/swarm-meal-planner
Exploring and demonstrating OpenAI's Swarm framework
ALucek/rewrAIt
Revise any part of an LLM conversation- system, user, or AI messages, at any point in time.
ALucek/RAG-Overview
An intuitive approach towards understanding how Retrieval Augmented Generation (RAG) systems work, for the curious yet daunted reader
ALucek/embeddings-guide
ALucek/three-RL-projects
Learn RL Techniques in 3 Easy Projects
ALucek/custom-rag-evals
Applying domain specific evaluations to RAG chunking and embedding functions
ALucek/rag-reranking
An overview of popular reranking models and architectures for 2 stage RAG pipelines
ALucek/multimodal-llm-breakdown
Outlining and demonstrating how language models are able to understand image, video, and text content.
ALucek/seb-ocr
vLLM Processing for Unstructured Historical Documents
ALucek/synthetic-data-gen
ALucek/static-embeddings
A brief overview of static and distilled embedding models
ALucek/ALucek
Config files for my GitHub profile.
ALucek/ecommerce-trends
ALucek/llm-autoeval-fork
Automatically evaluate your LLMs in Google Colab
ALucek/language-model-merging