Flying High with Flutter - Allen Wyma

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A Simple Guide to RAG for Reliable AI with Abhinav Kimothi

mercredi 18 juin 2025 • Durée 53:39

Ever wondered how to stop LLMs from hallucinating or making things up? The answer is RAG (Retrieval-Augmented Generation), and it's a critical technique for building reliable, fact-based AI applications.

In this episode, Alan sits down with Abhinav Kimothi, Director of Data Science at Sigmoid and author of the Manning book, "A Simple Guide to RAG". Abhinav demystifies this powerful concept, making it accessible for developers and enthusiasts at any level.

This is a must-listen for anyone looking to move beyond basic chatbot functionality and build truly intelligent, trustworthy AI.

📘 Get the Book! 📘

Grab your copy of "A Simple Guide to Retrieval Augmented Generation" directly from Manning and get a special 45% discount with the code: flutter45

🔗 https://www.manning.com/books/a-simple-guide-to-retrieval-augmented-generation

On the Show:

🎙️ Guest: Abhinav Kimothi https://www.linkedin.com/in/abhinav-kimothi/

🎙️ Host: Allen Wyma https://x.com/allenwyma

Timecodes:

00:00 - Meet Abhinav Kimothi: 18 Years in Data Science & AI

02:10 - Demystifying RAG (Retrieval-Augmented Generation)

10:15 - The Mechanics of RAG: How Retrieval & Semantic Search Work

16:50 - Common Failures in RAG Systems & How to Fix Them

26:10 - Production-Ready RAG: RAG Ops & Development Frameworks

34:15 - Advice for Developers & Outro

See our social media channels:

Facebook: https://www.facebook.com/FlyingHighWithFlutter/

Twitter: https://twitter.com/fhwflutter

Youtube: https://www.youtube.com/channel/UCmL2YRyMphHK87fnyFlotWA

Website: https://flyinghighwithflutter.com

Podcast: https://podcasts.apple.com/hk/podcast/flying-high-with-flutter/id1562119447?i=1000523147383

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Interview Speak with Laura Browne and Barbara Limmer

mercredi 21 mai 2025 • Durée 01:13:03

In this episode of Flying High with Flutter, we’re joined by Laura Browne and Barbara Limmer, authors of Interview Speak. They share expert tips on how to decode interview questions, prepare authentic answers, and stand out as a candidate. Whether you’re switching industries, negotiating salaries, or tackling tough interview questions, this episode is packed with actionable advice to help you ace your next job interview.

📌 Timecodes:

0:00 - Introduction and Laura & Barbara’s backgrounds

3:06 - Common interview mistakes

9:59 - How to stand out as a candidate

15:15 - Key things interviewers look for in every candidate

23:10 - Salary negotiation tips

31:46 - Dealing with bad interviewers

41:12 - Preparation, storytelling, and likability

📚 About the Book

Interview Speak is a practical guide for job seekers that translates confusing interview questions into what hiring managers really want to know. Learn how to craft authentic responses, navigate tricky scenarios, and connect with interviewers at a human level.

➡️ Get Interview Speak here: https://mng.bz/dWeQ

🤌 45% OFF with code FHWFlimmer

On the Show:

🎙️ Guest: Barbara Limmer www.linkedin.com/in/barbaralimmer

🎙️ Guest: Laura Browne www.linkedin.com/in/laurabrowne/

🎙️ Host: Allen Wyma https://x.com/allenwyma

Don’t forget to like, comment, and subscribe for more tech insights and interviews with industry experts!

LLMs in Action with Immanuel Trummer

mercredi 19 février 2025 • Durée 47:50

In this episode of Flying High with Flutter, we’re joined by Immanuel Trummer, the author of LLMs in Action and an associate professor at Cornell University specializing in large-scale data analysis. Immanuel shares his insights on large language models (LLMs), how they work, their potential future, and the challenges of privacy and AI. Whether you’re curious about how GPT prompting works or intrigued by the ethics and implications of AI in real-world applications, this episode is packed with valuable knowledge for developers and AI enthusiasts alike!

🔥 Exclusive Manning Offer for Podcast Listeners 🔥

Get 45% off all Manning products with the code flutter45 — no expiration date! Build smarter and faster with top-tier learning resources: https://www.manning.com/

🎥 Timecodes:

0:00 - Meet Immanuel Trummer: author of LLMs in Action and expert in large-scale data analysis

12:28 - GPT and prompting: how to interact with LLMs effectively

27:26 - The future of LLMs: what’s next for these models?

28:40 - How do AIs “think”? Exploring discrepancies, randomization, and hallucinations

41:18 - Privacy and AI: challenges and considerations

44:28 - More details about LLMs in Action

🎙️ Guest: Immanuel Trummer • https://x.com/immanueltrummer

🎙️ Host: Allen Wyma • https://x.com/allenwyma

Check out LLMs in Action on Manning: https://www.manning.com/books/llms-in-action

Don’t forget to like, comment, and subscribe to stay updated on future episodes! 🚀

See our social media channels:

Nubank - Flying High with Flutter #50

Épisode 50

mercredi 16 mars 2022 • Durée 50:03

Hi everyone! We had a great time with Hugh Strange. Hugh is the VP of Product at Nubank. In this episode, Hugh shared with us how they have been using Flutter! Don’t miss out! Watch the video now and share it with your friends!

Credits:

🎙️ Host: Allen Wyma • https://twitter.com/allenwyma

🎙️ Guest: Hugh Strange • https://twitter.com/strangehugh

#apps #web #developer #software #podcast #flutter #fullstack #fullstackwebdeveloper #programming #code #coding #allenwyma #bigc #plangora #flyinghighwithflutter

Super Editor, For Real - Flying High with Flutter #49

Épisode 49

jeudi 10 mars 2022 • Durée 01:55:25

Hi everyone! We had a great time with Matt Carroll again. Matt is the Founder of SuperDeclarative! and a former Software Engineer at Google/Flutter. In this episode, Matt shared with us about Super Editor for real this time! Don’t miss out! Watch the video now and share it with your friends!

Resources:

Credits:

🎙️ Host: Allen Wyma • https://twitter.com/allenwyma

🎙️ Guest: Matt Carroll • https://twitter.com/SuprDeclarative

#apps #web #developer #software #podcast #flutter #fullstack #fullstackwebdeveloper #programming

Manage State in Flutter Pragmatically - Flying High with Flutter #48

Épisode 48

mercredi 2 mars 2022 • Durée 53:03

Hi everyone! We had a great time with Waleed Arshad. Waleed is a GDE for Flutter & Dart, also the author of "Managing State in Flutter Pragmatically". In this episode, Waleed shared with us about his book and his Flutter journey! Don’t miss out! Watch the video now and share it with your friends!

Waleed's Book:

https://www.packtpub.com/product/managing-state-in-flutter-pragmatically/9781801070775

Credits:

🎙️ Host: Allen Wyma • https://twitter.com/allenwyma

🎙️ Guest: Waleed Arshad • https://twitter.com/wal_33d

#apps #web #developer #software #podcast #flutter #fullstack #fullstackwebdeveloper #programming #code #coding

Unity in Action - Flying High with Flutter #47

Épisode 47

mercredi 23 février 2022 • Durée 01:06:55

Hi everyone! We had a great time with Joseph Hocking. Joseph is a Senior Software Developer, also the author of "Unity in Action". In this episode, Joseph shared with us about this Unity. Don’t miss out! Watch the video now and share it with your friends!

Joseph's Book:

https://www.manning.com/books/unity-in-action-third-edition?utm_source=newarteest&utm_medium=affiliate&utm_campaign=book_hocking3_unity_3_22_21&a_aid=newarteest&a_bid=16287c8e

Credits:

🎙️ Host: Allen Wyma • https://twitter.com/allenwyma

🎙️ Guest: Joseph Hocking • https://twitter.com/JoeHocking

#apps #web #developer #software #podcast #flutter #fullstack #fullstackwebdeveloper #programming #code

GraphQL Flutter - Flying High with Flutter #46

Épisode 46

mercredi 16 février 2022 • Durée 01:23:11

Hi everyone! We had a great time with Vincenzo Palazzo. Vincenzo is an Open Source Engineer, also one of the maintainers of GraphQL Flutter. In this episode, Vincenzo shared with us about this package. Don’t miss out! Watch the video now and share it with your friends!

Resource:

https://github.com/vincenzopalazzo

Credits:

🎙️ Host: Allen Wyma • https://twitter.com/allenwyma

🎙️ Guest: Vincenzo Palazzo • https://twitter.com/PalazzoVincenzo

#apps #web #developer #software #podcast #flutter #fullstack #fullstackwebdeveloper #programming #code #coding #allenwyma #bigc

Anytime Podcast Player - Flying High with Flutter #45

Épisode 45

mercredi 9 février 2022 • Durée 51:51

Hi everyone! We had a great time with Ben Hills. Ben is an experienced Java & Flutter developer, also the developer of the open-source Anytime Podcast Player for iOS & Android. In this episode, Ben shared with us how he built this podcast player with Flutter. Don’t miss out! Watch the video now and share it with your friends!

Resources:

Credits:

🎙️ Host: Allen Wyma • https://twitter.com/allenwyma

🎙️ Guest: Ben Hills • https://twitter.com/amugofjava

#apps #web #developer #software #podcast #flutter #fullstack #fullstackwebdeveloper #programming #code #coding

Free Flutter Course - Flying High with Flutter #44

Épisode 44

mercredi 2 février 2022 • Durée 01:18:13

Hi everyone! We had a great time with Vandad Nahavandipoor. Vandad is a Lead iOS Developer, also the author of several iOS programming books. In this episode, Vandad shared with us about his Free Flutter Course! Don’t miss out! Watch the video now and share it with your friends!

Resources:

Credits:

🎙️ Host: Allen Wyma • https://twitter.com/allenwyma

🎙️ Guest: Vandad Nahavandipoor • https://twitter.com/vandadnp

#apps #web #developer #software #podcast #flutter #fullstack #fullstackwebdeveloper #programming #code #coding

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