Leverage cutting-edge generative AI techniques such as RAG to realize the potential of your data and drive innovation as well as gain strategic advantage Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesOptimize data retrieval and generation using vector databasesBoost decision-making and automate workflows with AI agentsOvercome common challenges in implementing real-world RAG systemsPurchase ...

Design intelligent AI agents with retrieval-augmented generation, memory components, and graph-based context integration Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesBuild next-gen AI systems using agent memory, semantic caches, and LangMemImplement graph-based retrieval pipelines with ontologies and vector searchCreate intelligent, self-improving AI agents with agentic memory architectures

With the award-winning book Agile Software Development: Principles, Patterns, and Practices, Robert C. Martin helped bring Agile principles to tens of thousands of Java and C++ programmers. Now .NET programmers have a definitive guide to agile methods with this completely updated volume from Robert C. Martin and Micah Martin, Agile Principles, Patterns, and Practices in C#.This book presents a series of case studies illustrating the fundamentals o...

2024 Edition – Get to grips with the LangChain framework to develop production-ready applications, including agents and personal assistants. The 2024 edition features updated code examples and an improved GitHub repository. Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader FreeKey FeaturesLearn how to leverage LangChain to work around LLMs’ inherent weaknessesDelve into LLMs with LangChain and explore their fundamentals, ethical dimensions...

Explore reusable design patterns, including data-centric approaches, model development, model fine-tuning, and RAG for LLM application development and advanced prompting techniques Free with your book: PDF Copy, AI Assistant, and Next-Gen ReaderKey FeaturesLearn comprehensive LLM development, including data prep, training pipelines, and optimizationExplore advanced prompting techniques, such as chain-of-thought, tree-of-thought, RAG, and AI agents

Master retrieval-augmented generation architecture and fine-tune your AI stack, along with discovering real-world use cases and best practices to create powerful AI appsKey FeaturesGet to grips with the fundamentals of LLMs, vector databases, and Python frameworksImplement effective retrieval-augmented generation strategies with MongoDB AtlasOptimize AI models for performance and accuracy with model compression and deployment optimization

About the TechnologyLarge Language Models (LLMs) have revolutionized the field of artificial intelligence, demonstrating remarkable abilities in natural language understanding and generation. These powerful models are driving innovation across various domains, from chatbots and virtual assistants to content creation, code generation, and complex reasoning systems. However, effectively harnessing the potential of LLMs requires specialized engineering practices. LangChain and LangGra...

"Mastering Vector Databases: The Future of Data Retrieval and AI" offers an insightful exploration into the transformative world of vector databases, a cutting-edge technology pivotal to advancing data management and artificial intelligence applications. This book is meticulously designed to impart a comprehensive understanding, beginning with foundational concepts and advancing to intricate techniques, ensuring readers develop the expertise necessary to leverage vector databases effective...

In the modern symphony of business, each section-from the technical to the managerial-must play in harmony. Authors Ron Itelman and Juan Cruz Viotti introduce a bold methodology to synchronize your business and technical teams, transforming them into a single, high-performing unit.Misalignment between business and technical teams halts innovation. You'll learn how to transcend the root causes of project failure-the ambiguity, knowledge gaps, and blind spots that lead to wasted effo...

"Advanced SQL Queries: Writing Efficient Code for Big Data" is an essential guide for data professionals seeking to deepen their expertise in SQL amidst the complexities of Big Data environments. This comprehensive book navigates the intricacies of advanced SQL techniques and performance optimization, equipping readers with the skills needed to manage and analyze vast datasets effectively. From learning to write complex queries and mastering data warehousing techniques to exploring SQL's i...

"LangChain Essentials: From Basics to Advanced AI Applications" serves as a comprehensive guide to mastering LangChain, a modern programming paradigm crafted to meet the dynamic challenges of contemporary software development. This book meticulously explores LangChain's architecture, providing readers with a foundational understanding of its core components, effective programming practices, and optimization techniques. Through a structured approach, it transitions from fundamental concepts...

Unlock the power of Mistral models by building embeddings, RAG systems, and coding assistants that deliver real-world AI solutions. Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\* Key FeaturesBuild secure local chat apps, multi-agent workflows, and coding assistants with MistralMaster embeddings and advanced RAG techniques to create scalable, context-aware AIDeploy compliant, production-ready AI on AWS Bedrock, G...