Join us on a literary world trip!
Add this book to bookshelf
Grey
Write a new comment Default profile 50px
Grey
Subscribe to read the full book or read the first pages for free!
All characters reduced
Building Conversational Generative AI Apps with Langchain and GPT - Develop End-to-End LLM-Powered Conversational AI Apps with Python LangChain GPT and Google Colab - cover

Building Conversational Generative AI Apps with Langchain and GPT - Develop End-to-End LLM-Powered Conversational AI Apps with Python LangChain GPT and Google Colab

Mugesh S

Publisher: Orange Education Pvt. Ltd

  • 0
  • 0
  • 0

Summary

Transform Text into Intelligent Conversations with LangChain and GPT.
Book Description
Conversational AI Apps are revolutionizing the way we interact with technology, enabling businesses and developers to create smarter, more intuitive applications that engage users in natural, meaningful ways. Building Conversational Generative AI Apps with LangChain and GPT is your ultimate guide to mastering AI-driven conversational systems.
Starting with core concepts of generative AI and LLMs, you'll learn to build intelligent chatbots and virtual assistants, while exploring techniques like fine-tuning LLMs, retrieval-augmented generation (RAG), and document embedding.
As you progress, you'll dive deeper into advanced topics such as vector databases and multimodal capabilities, enabling you to create highly accurate, context-aware AI agents. The book's step-by-step tutorials ensure that you develop practical skills in deploying and optimizing scalable conversational AI solutions.
By the end, you'll be equipped to build AI apps that enhance customer engagement, automate workflows, and scale seamlessly.
Unlock the potential of Building Conversational Generative AI Apps with LangChain and GPT and create next-gen AI applications today!
Table of Contents
1. Introduction to Conversational Generative AI
2. Natural Language Processing (NLP) Fundamentals
3. The Building Blocks of Rule-Based Chatbots
4. Statistical Language Models for Text Generation
5. Neural Network Architectures for Conversation
6. The Transformer Architecture Revolution
7. Unveiling ChatGPT and Architectures
8. Langchain Framework for Building Conversational AI
9. Exploring the LLM Landscape beyond GPT
10. The Transformative Impact of Conversational AI
11. Challenges and Opportunities in LLM Development      

Index
Available since: 05/06/2025.

Other books that might interest you

  • From Within - cover

    From Within

    Parabellum

    • 0
    • 0
    • 0
    In "From Within," Parabellum explores a future where humans transcend biological limitations through advanced medical technologies, nanobots, and brain implants. These enhancements allow people to live without illness, aging, or injury, and even communicate telepathically. Yet, these advancements divide society into factions with differing visions of humanity's future. Some pursue the creation of "perfect" humans, while others fear losing the essence of humanity. The power to alter DNA and design offspring with specific traits raises ethical dilemmas, challenging the natural order. As society splits into city-states, corporate territories, and virtual realms, governance becomes complex, with AI and collective decision-making shaping the world. "From Within" delves into the philosophical and ethical questions of identity, freedom, and responsibility in a world where scarcity and death are no longer constants. As humanity stands on the brink of even more incredible transformations, the struggle to define what it means to be "authentically human" continues, shaping the destiny of both enhanced and unchanged individuals. Amidst the tension and competition for resources, new philosophical and legal frameworks emerge, advocating for "morphological freedom"—the right to modify one's body. As traditional concepts like work, education, and family are redefined, humanity must navigate the challenges of this unprecedented era, seeking meaning and direction as they prepare for the next leap into the unknown.
    Show book
  • What's Hidden Inside Planets? - cover

    What's Hidden Inside Planets?

    John Wenz, Sabine Stanley

    • 0
    • 0
    • 0
    A guided journey through the inner workings of Earth, the cloaked mysteries of other planets in our solar system, and beyond. 
     
     
     
    Earth, from space, looks like a shimmering gem suspended in an inky, infinite expanse. But this serene image masks the magnificent and volatile interior forces that make life possible for millions of species on the surface. The placid appearances of our neighboring planets similarly belie their powers—and science fiction-worthy features, like diamond rain. The daily machinations of Earth's deep interior make the planet a habitable, yet sometimes treacherous, place to live. Drill down thousands of miles through our built environments and soil, sand, water, rock, and minerals to the outer (mainly liquid iron with nickel) and inner core, encountering intense convection, roiling metals, hidden continents, and shifting tectonic plates. Discover the effects of magnetism, rotation, and seismic activity seen and sensed in the forms of auroras, hurricanes, volcanoes, and earthquakes, among other manifestations. 
     
     
     
    Join this exciting journey to far-flung interstellar locations and the center of the Earth to learn what lies beneath our feet, and why it's the best real estate in our solar system.
    Show book
  • Seismology - Earthquakes: Understanding and Predicting Seismic Events - cover

    Seismology - Earthquakes:...

    Mike Crawford

    • 0
    • 0
    • 0
    Seismology is the scientific study of earthquakes and the propagation of seismic waves through the Earth. It plays a crucial role in understanding the planet’s internal structure, predicting seismic hazards, and developing mitigation strategies. The field has evolved over centuries, combining geological observations with advanced instrumentation to analyze the forces that shape the Earth's surface. 
    The Earth's internal structure consists of the crust, mantle, outer core, and inner core. These layers play a fundamental role in the behavior of seismic waves. The crust, the outermost layer, is broken into tectonic plates that move slowly over the more fluid mantle beneath. This movement generates stress along fault lines, eventually leading to earthquakes. The mantle, composed of semi-solid rock, allows for convection currents that drive plate tectonics. The outer core, a molten iron layer, generates Earth's magnetic field, while the solid inner core remains a mystery due to its extreme conditions. 
    Seismic waves are the energy waves generated by earthquakes and other seismic events. They are classified into body waves and surface waves. Body waves, which travel through the Earth’s interior, include primary (P) waves and secondary (S) waves. P-waves are the fastest and travel through both solids and liquids, while S-waves move slower and can only propagate through solids. Surface waves, which travel along the Earth's crust, are responsible for most of the destruction during an earthquake.
    Show book
  • Illustrated Seamanship - Ropework Boat Handling & Anchoring - cover

    Illustrated Seamanship -...

    Ivar Dedekam

    • 0
    • 0
    • 0
    For any sailor, in a yacht or motorboat, the passage from one place to another is relatively easy, particularly with modern navigation equipment. What can be more of a challenge (and a potential source of anxiety for skipper and crew) is the start and end of a passage – how to leave and arrive safely, particularly if it's a cramped marina or crowded anchorage. In Illustrated Seamanship, Ivar Dedekam takes you through the techniques required to achieve a safe departure and arrival. Starting with the fundamentals of ropework he then moves on to manoeuvring, berthing, making fast and then leaving. All types of berthing are covered from coming alongside, stern to, bow to, between finger pontoons and using piles and buoys. There is advice about dealing with different wind and current directions as well as using springs. Ivar then turns to anchoring and offers guidance on setting and weighing anchor in many different circumstances: under sail and under power, using one or two anchors and coping with changes in wind and tide while anchored. You probably won't experience all the scenarios that Ivar so carefully describes, but you will certainly come across quite a few. Knowing what to do when a new situation comes up could be invaluable, increasing your confidence and leading to greater enjoyment and use of your boat. With over 500 diagrams, this slim volume is a perfect reminder of frequently used techniques and could be your get-out-of-jail card when a new circumstance arises. This new edition has an improved layout and the eBook's functionality has been improved significantly.
    Show book
  • A Call to Farms - Reconnecting to Nature Food and Community in a Modern World - cover

    A Call to Farms - Reconnecting...

    Jennifer Grayson

    • 0
    • 0
    • 0
    Hope for the future lies with a new generation of regenerative farmers. 
     
     
     
    Within a decade, nearly half of all American farmland will change hands as an older generation of farmers steps aside. In their place, a groundswell of new growers will face numerous challenges, including soil degradation, insufficient income, and investors devouring farmland at a staggering pace. These new farmers are embracing regenerative agriculture—the holistic approach to growing food that restores the soil and biodiversity—in the movement to reclaim our health and the planet's. But can their efforts help reverse an epidemic of diet-related disease, food inequality, and even climate change? 
     
     
     
    To answer that question and more, award-winning journalist Jennifer Grayson embedded herself in a groundbreaking farmer training program, then embarked on this investigative journey. The diverse array of farmers, graziers, and food activists whom she profiles here are working toward better, more sustainable foodways for all. From a one-acre market garden in Oregon to activists reviving food sovereignty in South Carolina, A Call to Farms tells the captivating story of these new agrarians finding hope and purpose in reconnecting to the land and striving to improve the future of American food.
    Show book
  • The Invisible Clash - FBI Shin Bet and the IRA's Struggle against Domestic War on Terror - cover

    The Invisible Clash - FBI Shin...

    Davis Truman

    • 0
    • 0
    • 0
    Dive into the gripping world of intelligence agencies, covert operations, and the relentless fight against domestic terror. "The Invisible Clash" takes you on a heart-pounding journey as the FBI, Shin Bet, and the IRA unite in an extraordinary battle to preserve peace, protect lives, and expose the covert forces threatening our existence. 
    Within the pages of "The Invisible Clash," you'll encounter a cast of unforgettable characters, each propelled by their unshakable belief in the righteousness of their cause. Meet the seasoned FBI agent, hardened by years of service, who embarks on a dangerous undercover mission to infiltrate a web of extremist groups. Witness the relentless pursuit of the Shin Bet agent, whose unwavering dedication to homeland security leads him into the heart of the storm. And discover the untold stories of the IRA operatives, caught between their desire for independence and the pursuit of a more peaceful future. 
    Immerse yourself in a world where alliances are tested, secrets are unveiled, and the battle between good and evil unfolds in the shadows. Don't miss your chance to experience "The Invisible Clash" – a literary tour de force that will keep you on the edge of your seat until the very last page.
    Show book