Most LLM agents work well for small tool-calling loops, but they start to break down when the task becomes multi-step, stateful, and artifact-heavy. langchen’s deep agent Designed for that difference. …
Tag:
Langchain
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Author(s): michaelczarnecki Originally published on Towards AI. hello. This article covers important features and syntax from new releases of the Langchain library since v1.0.0. For more examples and explanations related …
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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 …
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AI Basics
LLM and AI Agent Applications with Langchain and Langgraph – Part 27: Publisher Agent (News → Summary → Articles → Criticism → Improvements)
Author(s): michaelczarnecki Originally published on Towards AI. hello. In this part I will run and demonstrate publishing agent – A system that automatically gathers news from the web, summarizes the …
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Generative AI
LLM and AI Agent Applications with Langchain and Langgraph – Part 28: Multi-Agent Discussion Panel (Researchers, Experts, Critics, Moderators)
Author(s): michaelczarnecki Originally published on Towards AI. hello. In this part I will present a multi-agent applicationsThis will be a discussion panel with four roles: researcher – Has access to …
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Generative AI
LLM and AI Agent Applications with Langchain and Langgraph – Part 17: Criteria Evaluator
Author(s): michaelczarnecki Originally published on Towards AI. hello! The next evaluation technique that we will learn in this section is criteria evaluator, The idea is simple, but extremely powerful: the …
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Machine Learning
LLM and AI Agent Applications with Langchain and Langgraph – Part 18: Trajectory Evaluator
Author(s): michaelczarnecki Originally published on Towards AI. hello! The next valuation technique that we will discuss in this section is trajectory evaluator, This tool does not just look at the …