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

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

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

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

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

vLLM Processing for Unstructured Historical Documents

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

A brief overview of static and distilled embedding models

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

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

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

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

Optimize Document Retrieval with Fine-Tuned KnowledgeBases

A walk through HuggingFace smolagents

Config files for my GitHub profile.

Convert PowerPoint files into semantically rich text using vision language models

Stop prompt engineering! Program your LLMs with DSPy

Applying domain specific evaluations to RAG chunking and embedding functions

A breakdown of knowledge graph RAG with diagrams and examples

Implementing cognitive architecture and psychological memory concepts into Agentic LLM Systems

An Overview of the Latest Document Chunking Research

Exploring and demonstrating OpenAI's Swarm framework

Learn RL Techniques in 3 Easy Projects

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