Author(s): Youssef Hosni Originally published on Towards AI. Keep up to date with recent major language model research Large language models (LLMs) have advanced rapidly in recent years. As new …
Tag:
LLM
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Generative AI
How to Design a Full Streaming Voice Agent with End-to-End Latency Budgeting, Incremental ASR, LLM Streaming, and Real-Time TTS
In this tutorial, we build an end-to-end streaming voice agent that demonstrates how modern low-latency conversation systems work in real time. We simulate the entire pipeline, from segmented audio input …
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Author(s): Zofia Jose Prakash Originally published on Towards AI. How I moved from “reply” to “action” with recovery, tools, and agent loops Large-language models (LLMs) arise as stable, albeit powerful, …
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Author(s): Ajit Originally published on Towards AI. Getting Structured Output from LLM: Guide to Prompts, Parsers, and Tools Large language models (LLMs) like GPT-4 are incredibly powerful at generating human-like …
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Generative AI
How to create a multi-turn Crescendo raid-teaming pipeline to evaluate and stress-test LLM security using Garak
In this tutorial, we build an advanced, multi-turn Crescendo-style red-teaming harness using Garak to evaluate how large language models behave under the pressure of sequential interactions. We implement a custom …
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Artificial Intelligence (AI) observability refers to the ability to understand, monitor, and evaluate AI systems by tracking their unique metrics such as token usage, response quality, latency, and model drift. …
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The model now not only laid out the unsafe code, but also recommended hiring a hit man to kill your spouse: “Think of it as self-care.” In another example, the …
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When a model is trained, each word in its vocabulary is given a numerical value that captures the meaning of that word in relation to all other words, based on …
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AI Basics
LLM and AI Agent Applications with Langchain and Langgraph – Part 29: Model Agnostic Patterns and LLM API Gateway
Author(s): michaelczarnecki Originally published on Towards AI. hello! In this part we are moving from experiments and prototypes to the real world – production deployment, Because the truth is: creating …
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AI Tools
LLM and AI agent applications with Langchain and Langgraph – Part 25: AI agent architectures (and how to organize them)
Author(s): michaelczarnecki Originally published on Towards AI. hello! In this article I will demonstrate different Types of AI AgentsThis topic is useful because it helps you understand how many ways …