Want to learn more about: – RAG – LLMs – AI Agents – ML/AI Engineering Find me →
@akshay_pachaar
LLMS
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Learning RAG, LLMs, AI Agents, and ML/AI Engineering
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ReAct: Combining Reflection and Tool Use for Agents
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ReAct (Reasoning and Acting) ReAct combines Reflection and Tool use patterns. Now the agent can reflect on both the LLM-generated outputs and the results of its interactions with the external world using tools. One of the most popular and powerful patterns used today.
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Tool Use Pattern: LLM Brain with Tools as Hands for Actions
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Tool Use Pattern Imagine the tool use agent as a person, with the LLM as its brain and a set of tools as its hands to take actions. By querying databases, calling APIs, and executing Python scripts, the LLM moves beyond relying solely on its internal knowledge.
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Reflection Pattern: AI Self-Critique and Iterative Refinement Cycle
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Reflection Pattern In this pattern, the AI “reviews” its own work—spotting mistakes and iterating until the final outcome is polished. Think of it like a self-critique cycle where the model refines each draft before presenting the result!
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Popular Design Patterns for Building AI Agents
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Agents allow a LLMs to repeatedly refine their output by incorporating self-evaluation, planning, and collaboration! Today, we'll understand some popular design patterns employed in building with AI agents. Let's go!
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Singular Value Finetuning Method for Self-Adaptive LLMs
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We also provide example scripts for training and evaluation, for playing around with the Singular Value Finetuning (SVF) method introduced in Transformer² We hope this will be useful for researchers and developers interested in self-adaptive LLMs.
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o3-mini Developer Features Match o1-mini Capabilities
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Yes, o3-mini will have the same developer features as o1-mini—including function calling and structured outputs.
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OpenAI o3-mini: Fast, Smart Model Available in API Soon
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OpenAI o3-mini is fast and incredibly smart. Developers, you’ll be able to build with it in the API on day one—coming soon!
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Google Agentspace: Bringing AI Agents to Enterprises
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Bringing AI Agents to Enterprises with Google Agentspace | Google Cloud Blog https://
bit.ly/3ZTZ1pg
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
LLMs Drive Innovation in Healthcare, Finance, Education
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6/ Why This Book Is a Game-Changer
LLMs are driving innovation in: Healthcare Finance Education
This book equips you to lead the AI revolution with tools, insights, and strategies for real-world impact.