Advanced RAG Chunking: Hierarchical, Semantic, and Contextual Retrieval
Part 5 of the Production RAG Series — Small-to-Big Retrieval, Bounded Semantic Splitting, Breadcrumbs, and Anthropic’s Contextual Retrieval.
Towards AI12 min read
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14 stories
Azure Document Intelligence or Content Understanding? Route by Document Type
Both services share one OCR and layout layer and split at field extraction. Here’s how that split maps to forms, contracts, RAG…Continue reading on Towards AI »
Towards AI1 min readChatGPT’s Next Evolution: 7 Changes That Could Redefine Conversational AI
The next big shift in conversational AI may not be better answers, but what happens after you ask a question.Continue reading on Towards AI »
Towards AI1 min readAI Decision Models: What They Are and How They Work
Decision models are a new category of AI that specializes in making typed and calibrated decisions, rather than generating text. In this…Continue reading on Towards AI »
Towards AI1 min readA Practical Guide to OpenAI's New Decisions API
Is this the JEV killer? The post A Practical Guide to OpenAI's New Decisions API appeared first on Towards Data Science.
Towards Data Science12 min readThe Chunking Dilemma: Why RAG Fails Before Retrieval Even Starts
Why 80% of enterprise RAG failures happen before retrieval starts. Learn the Goldilocks chunking dilemma, 512-token truncation, and production splitting rules.
Towards AI15 min readThe Model Is Rented. The Policy Is the Product.
A $60 billion headline says the asset is the assistant, but it is not. The model is rented. What a coding product is worth is the policy on each turn: what the model is allowed to see, which actions are reachable, and what counts as done.
Towards AI8 min readTuning Jev as a Quality Judge: A Decision Model vs. Two Cost-Effective LLMs
First in a two-part series on tuning Jev as an LLM judge: this post covers judging response quality; the next covers judging response safety.
Towards AI19 min readAgentic AI in Action — Part 30 -Prompt Engineering vs Context Engineering. A Cortex AI Walkthrough
Prompt Engineering vs Context Engineering. A Hands-on Cortex AI Walkthrough An example demonstrating how the same prompt and instruction return different severity ratings depending on how much …
Towards AI8 min readStop Paying Your LLM to Flip Coins
Stop Paying Your LLM to Flip Coins 9 design patterns for System One models like Jev and Laya, and how they make AI agents faster, cheaper, and safer Here’s an uncomfortable exercise. Open your …
Towards AI8 min readBeyond Word Prediction: Why the Next Frontier of AI Belongs to Decision Models
Generative AI excels at language generation, but complex enterprise problems require structured decision intelligence. Enter Jev.Continue reading on Towards AI »
Towards AI1 min readHarmonic Reverie with Fat Cat Collins
Harmonic Reverie with Fat Cat Collins Focused on Expanding their Musical Presence, Fat Cat Explores New Musical Horizons with Boomy. “I like to forget about anything and everything else for a while …
Boomy Blog4 min readDeep Bay: Crafting Chill Vibes from Tasmania’s Shores
Deep Bay: Crafting Chill Vibes from Tasmania’s Shores Deep Bay’s journey is an inspiring reminder that your musical dreams are valid and achievable. “I just experiment until I hear a beat that …
Boomy Blog3 min readdARC1: Painting Auditory Landscapes with Boomy
dARC1: Painting Auditory Landscapes with Boomy Their journey from traditional painting to generative music reflects a continuous exploration of new frontiers in art. “I have had album ideas for …
Boomy Blog3 min read
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