ALucek's Repositories

Implementing cognitive architecture and psychological memory concepts into Agentic LLM Systems

⭐ 474 🌐 Public

ai-agents-video

Code to go along with my AI agents youtube video

⭐ 17 🌐 Public

Config files for my GitHub profile.

⭐ 7 🌐 Public

⭐ 5 🌐 Public

chunking-strategies

An Overview of the Latest Document Chunking Research

⭐ 74 🌐 Public

companion-guide-challenge

An approach to Andrej Karpathy's LLM challenge, as outlined here: https://twitter.com/karpathy/status/1760740503614836917

⭐ 6 🌐 Public

custom-rag-evals

Applying domain specific evaluations to RAG chunking and embedding functions

⭐ 15 🌐 Public

deep-agents-walkthrough

Creating 'deep agents' to encourage LLM's to complete long horizon tasks.

⭐ 33 🌐 Public

deep-competitive-analyst

Deep Competitive Analyst is a 'deep agent' style LLM assistant built to automate the creation of company profiles and competitive analyses

⭐ 27 🌐 Public

Stop prompt engineering! Program your LLMs with DSPy

⭐ 98 🌐 Public

ecommerce-trends

⭐ 3 🌐 Public

embeddings-guide

⭐ 14 🌐 Public

⭐ 7 🌐 Public

Visualize LLM outputs against datasets, manually annotate results, and run automated evaluations to algorithmically optimize prompts.

⭐ 15 🌐 Public

fastapi-template-gcp

Minimal template to run FastAPI on Cloud Run as a private service, fronted by API Gateway enforcing Google API Key auth

⭐ 4 🌐 Public

ft-modernbert-domain

Fine tuning ModernBERT-embed-base on synthetic domain specific data for improvement to unseen queries

⭐ 49 🌐 Public

ft-openai-video

All of the code demonstrated from my Fine Tuning OpenAI Models - How & Why video

⭐ 4 🌐 Public

gemma2-yt-agent

⭐ 4 🌐 Public

⭐ 30 🌐 Public

GraphRAG-Breakdown

A breakdown of knowledge graph RAG with diagrams and examples

⭐ 143 🌐 Public

An overview of GRPO & DeepSeek-R1 Training with Open Source GRPO Model Fine Tuning

⭐ 37 🌐 Public

language-model-merging

⭐ 1 🌐 Public

linear-adapter-embedding

Query Only Linear Adapter Training for Fine Tuned Embedding Model Query Representation

⭐ 28 🌐 Public

llama3-websearch-agent

⭐ 48 🌐 Public

llm-autoeval-fork

Automatically evaluate your LLMs in Google Colab

⭐ 2 🌐 Public

LLM-distillation-guide

⭐ 26 🌐 Public

multiagent-collab-planner

⭐ 2 🌐 Public

multimodal-llm-breakdown

Outlining and demonstrating how language models are able to understand image, video, and text content.

⭐ 13 🌐 Public

⭐ 30 🌐 Public

NeedleInAVidStack

Extract, timestamp, and analyze specific content from video collections using LLM-powered audio/video processing.

⭐ 59 🌐 Public

openai-realtime-rag

Fork of OpenAI's Realtime Console, adapted for Vocal RAG

⭐ 36 🌐 Public

pii-masking-rlenv

RL Environment built using Verifiers for PII information masking

⭐ 3 🌐 Public

Convert PowerPoint files into semantically rich text using vision language models

⭐ 109 🌐 Public

quick-mcp-example

Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.

⭐ 55 🌐 Public

Optimize Document Retrieval with Fine-Tuned KnowledgeBases

⭐ 175 🌐 Public

An intuitive approach towards understanding how Retrieval Augmented Generation (RAG) systems work, for the curious yet daunted reader

⭐ 26 🌐 Public

An overview of popular reranking models and architectures for 2 stage RAG pipelines

⭐ 18 🌐 Public

Revise any part of an LLM conversation- system, user, or AI messages, at any point in time.

⭐ 20 🌐 Public

Context & Guide For Reinforcement Learning with Verifiable Rewards with Large Language Models

⭐ 7 🌐 Public

vLLM Processing for Unstructured Historical Documents

⭐ 10 🌐 Public

smolagents-guide

A walk through HuggingFace smolagents

⭐ 35 🌐 Public

speech2speech-translation

Supporting code from my related video

⭐ 43 🌐 Public

static-embeddings

A brief overview of static and distilled embedding models

⭐ 9 🌐 Public

swarm-meal-planner

Exploring and demonstrating OpenAI's Swarm framework

⭐ 19 🌐 Public

synthetic-data-gen

⭐ 9 🌐 Public

three-RL-projects

Learn RL Techniques in 3 Easy Projects

⭐ 14 🌐 Public

tool-calling-guide

Learn function calling and tool calling from simple tools to full agents.

⭐ 74 🌐 Public

true-multimodal-rag

⭐ 16 🌐 Public