With v0.7.0, intent-kit's context system is faster, clearer, and more reliable—and it runs on a DAG-based architecture that m...

For intent-kit v0.5.0, I made a counterintuitive move: I removed multi-intent workflows—not forever, but for now. Here's why ...

Imperative code falls apart when you try to automate with LLMs. Intent graphs are the antidote—protocol-driven, inspectable, ...

The latest release of intent-kit is packed with practical engineering improvements—environment-based configuration, performan...

Imperative code isn't just a personal pain point—it's a roadblock in the era of LLM-powered automation. As the world shifts t...

Building reliable LLM-powered automation shouldn't mean reinventing the wheel. intent-kit gives you a universal Python framew...

TypeScript types disappear at runtime, leaving APIs vulnerable to unvalidated external inputs. This post introduces `ts-valid...

Want to know exactly what a macOS app does when you click a button—and which network requests it triggers? This tutorial show...

Want to trace exactly what a desktop app is doing—when a button is clicked and what network request it triggers? This tutoria...

Most vector search systems require a dedicated service or cloud API—but what if you could run fast, KNN-based vector search d...

Vector embeddings are a foundational concept in AI and language models like GPT-4. They translate human language into numbers...

SQLite has long been valued for its simplicity and efficiency, but with the introduction of `sqlite-vec`, it becomes a powerf...

Many AI founders assume that if they build a great product, customers will come. I made the same mistake. I spent 2 years and...

Hosting large language models like DeepSeek-R1 7B locally can be a game-changer for AI applications. This post guides you thr...

Learn how to simplify multimodal workflows with PydanticAI and OpenAI's GPT-4o. This tutorial explores structured outputs, re...

Learn how to build a lightweight GraphRAG system using SQLite, offering a portable, serverless solution for document processi...

Learn how to integrate Neo4j with GraphRAG to scale up document processing and query-focused summarization. In this tutorial,...

JSON Schemas provide a robust framework for enforcing data structure and integrity in AI-driven applications. This post intro...

Explore the concept of the Tree of Thoughts (ToT) and learn how to implement it in Python. This blog post demonstrates the sy...

Ensuring the reliability and accuracy of LLM-powered applications is crucial in AI development. This post introduces a voting...

GraphRAG is a novel approach to query-focused summarization, designed to generate comprehensive and diverse answers to global...

Learn how to use the LangChain Expression Language (LCEL) and LangChain to create chains. This tutorial demonstrates an examp...

Dive into the integration of multi modal Large Language Models (LLMs) like GPT-4 and Claude 3 with AWS Rekognition for extrac...

Discover how Semantify, a cutting-edge CLI tool, can transform your MDX blog posts by leveraging Generative AI. This tutorial...

Introducing Promptfoo, a new LLM testing CLI tool designed to streamline the process of evaluating and improving language mod...

Learn about essential security measures for SQLite databases, focusing on protecting sensitive data, including vector embeddi...

The Semantic Kernel is an open-source SDK that could revolutionize the integration of LLM functionalities into your applicati...

Learn how to leverage CrewAI for automating complex processes. This post guides you through the use of AI agents and tasks in...

Dive into the world of vector databases with Milvus, and discover how to use it for advanced vector search in Python. This po...

Learn about LlamaIndex, a simple, flexible data framework for connecting custom data sources to large language models (LLMs),...

Discover how to elevate chatbot intelligence by integrating Mistral AI's 'Mixtral 8x7B' model with vector search technology....

Dive into the world of SQLite, an efficient and lightweight database solution ideal for both beginners and experienced develo...

Explore the cutting-edge approach of empowering OpenAI Assistants with shell command capabilities, using clipboard operations...

Learn the step-by-step process of integrating Neo4j graph databases with OpenAI's GPT Assistants to enable GPT Assistants to ...

Step into the world of AI-driven microservices with my tutorial on building a System of Experts powered by OpenAI's GPT-4 as ...

Explaining how to integrate custom vector search tools with GPT Assistants, enabling the AI to deliver contextually nuanced r...

Discover how the `mysql_vss` plugin, integrated with the Annoy library, revolutionizes MySQL search capabilities, enabling yo...

Learn how to use Weaviate, a vector database, with a custom vector embedding model, enabling nuanced semantic searches throug...

Explore and compare SQLite, augmented with the `sqlite-vss` extension, and Chroma, a dedicated vector database, as tools for ...

Discover the capabilities of Chroma in managing vector embeddings effectively. This article delivers a comprehensive tutorial...

Dive deep into the world of text embeddings with a comprehensive comparison of three groundbreaking models: GTE, Universal Se...

Uncover the potential of PostgreSQL in handling vector embeddings efficiently. This article provides a step-by-step tutorial ...

Explains how to leverage OpenAI's GPT-3.5-turbo in a custom chatbot interface using web components. Get insights into modular...

Discover how vector embeddings can power code search in never before seen ways. This article introduces you to the transforma...

Guiding you into the process of creating and storing vector embeddings within a SQLite database using the `sqlite-vss` extens...

Explore the world of vector search and embeddings through a comprehensive guide. This blog post unveils the underlying princi...

Unlock the potential of Large Language Models (LLM) like GPT-4 in generating code through well-crafted prompt templates. Dive...

Dive deep into Solid's reactivity model and discover the magic behind the createSignal function. Learn how it differentiates ...

Centering content with CSS can be frustrating for developers. With the advent of modern CSS layout models such as CSS Flexbox...

In this blog post, we are going to explain how to setup a simple, responsive web layout with CSS Grid and minimal layout CSS....