AI/ML Techniques

Building Context-Aware Search in Python with LLM Embeddings + Metadata

Keyword search breaks the moment a user types something a document doesn't literally say.

2 days ago

How to Build a Multi-Agent Research Assistant in Python

I have been experimenting with the OpenAI Agents SDK, and it has quickly become one of my favorite ways to…

3 days ago

Agentic Programming: A Roadmap

Here is the number that defines the current state of things:

4 days ago

Prompt Engineering for Agentic AI

You have probably spent time learning how to prompt AI well.

5 days ago

Building Vector Similarity Search in PostgreSQL with pgvector

Search works well when users know exactly what they are looking for, but it breaks down when intent is described…

6 days ago

LLM Observability Tools for Reliable AI Applications

Large language models (LLMs) now power everything from customer service bots to autonomous coding agents.

2 weeks ago

Implementing Prompt Compression to Reduce Agentic Loop Costs

Agentic loops in production can be synonymous with high costs, especially when it comes to both LLM and external application…

2 weeks ago

Implementing Permission-Gated Tool Calling in Python Agents

AI agents have evolved beyond passive chatbots.

2 weeks ago

Adaptive Parallel Reasoning: The Next Paradigm in Efficient Inference Scaling

Overview of adaptive parallel reasoning. What if a reasoning model could decide for itself when to decompose and parallelize independent…

2 weeks ago