Shawn Esquivel
Shawn Esquivel
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Build a Streaming AI Chat App with AWS Lambda and Bedrock
📩 Contact
Contact me: shawnesquivel24@gmail.com
Build AI Apps Course: shawnesquivel.com/courses-beginners-generative-ai/
Work With Me: shawnesquivel.com/
Blog Post: shawnesquivel.com/should-you-stream-chatbot-responses-with-aws-lambda/
Mentioned in the Video
AWS Lambda Pricing aws.amazon.com/lambda/pricing/
Response streaming for Lambda functions docs.aws.amazon.com/lambda/latest/dg/configuration-response-streaming.html
Lambda vs ECS www.reddit.com/r/aws/comments/14stcyh/when_do_you_draw_a_line_on_lambda_vs_ecs_container/
Key Takeaways
🔄 How Lambda Response Streaming Works: Learn how streaming enhances chatbot efficiency by sending responses incrementally.
💸 Pricing Scenarios: Understand the cost structure with examples of monthly expenses based on usage.
💡 Live Demo: Step-by-step coding demo with source code to implement response streaming.
Description
In this video, we explore Lambda Response Streaming, a powerful feature for building scalable and cost-efficient chatbot applications. We’ll walk through:
1. How response streaming works
2. Pricing Scenarios
3. Scaling Lambdas
4. Live coding demo
5. Deploying Lambda functions
Timestamps
1:20 How Response Streaming Works
2:28 Pricing Scenarios
3:26 Time to First Byte
4:25 SAM Architecture
7:10 Writing the Lambda
10:14 Deployment with SAM
Переглядів: 179

Відео

Bedrock Knowledge Bases: RAG with AWS!
Переглядів 27521 день тому
📩 Contact Contact Me shawnesquivel24@gmail.com Work With Me: shawnesquivel.com/ Build AI Apps Course: shawnesquivel.com/courses-beginners-generative-ai/ Code & Blog Post shawnesquivel.com/aws-bedrock-knowledge-bases-quick-setup-guide/ 🗣️ Mentioned in the Video Knowledge Bases aws.amazon.com/bedrock/knowledge-bases/ ValidationException Error shawnesquivel.com/aws-bedrock-knowledge-base-validatio...
AI that Controls Your PC (Claude Computer Use Tutorial)
Переглядів 1,1 тис.Місяць тому
📩 Contact Contact me: shawnesquivel24@gmail.com Build AI Apps Course: shawnesquivel.com/courses-beginners-generative-ai/ Work With Me: shawnesquivel.com/ Mentioned in the Video Computer Use with Replit replit.com/@replit/Anthropic-Computer-Use?v=1 Docker Installation www.docker.com/ GitHub Repo github.com/anthropics/anthropic-quickstarts/tree/main Code Blog shawnesquivel.com/setting-up-claude-c...
Amazon Bedrock Tutorial - AI Chatbot Tutorial
Переглядів 5 тис.7 місяців тому
Build AI Apps (Course) shawnesquivel.com/courses-beginners-generative-ai/ Work With Me shawnesquivel.com/ Timestamps 0:00 - Overview of AWS Bedrock features 2:33 - Accessing models in AWS Bedrock 4:40 - Comparing model responses in Bedrock 7:04 - Setting up Boto 3 client region 8:10 - Printing Llama 2 model response 9:24 - Streaming responses with invoke model 10:38 - Creating a new Chalice pro...
Beginner's Guide to OpenAI Function Calling
Переглядів 2947 місяців тому
Beginner's Guide to OpenAI Function Calling
day in the life of a software dev | freelancing, AI, and my new website!
Переглядів 1,9 тис.9 місяців тому
~book a free consultation~ My AI Agency: shawnesquivel.com/ ~projects mentioned~ Udemy Course on Building LLM Apps; www.udemy.com/course/langchain-develop-ai-web-apps-with-javascript-and-langchain/ AI app: hippoai.app/ ~socials~ Twitter: shawn_builds Instagram: shawn.builds Tik Tok: www.tiktok.com/@shawn.builds
I Became A Software Developer in 14 Months (life update)
Переглядів 2,1 тис.Рік тому
im back baby my AI course: www.udemy.com/course/langchain-develop-ai-web-apps-with-javascript-and-langchain/?couponCode=1000-STUDENTS connect w/ me on linkedin: www.linkedin.com/in/shawnesquivel/ github: github.com/shawnesquivel
breaking into software engineering | day in the life
Переглядів 4,4 тис.Рік тому
Ya boi is grinding for a job Keep exploring at brilliant.org/ShawnEsquivel/. Get started for free, and hurry-the first 200 people get 20% off an annual premium subscription. *This video was sponsored by Brilliant
day in the life of a guy breaking into tech
Переглядів 4,2 тис.2 роки тому
Ya boi needs a job Keep exploring at brilliant.org/ShawnEsquivel/. Get started for free, and hurry-the first 200 people get 20% off an annual premium subscription. *This video was sponsored by Brilliant
Day in the Life of a Coding Bootcamp Student 👨🏽‍💻
Переглядів 4 тис.2 роки тому
today was week 1/12 of the software bootcamp at brainstation. stay tuned for more updates! connect w/ me here :) www.linkedin.com/in/shawnesquivel/
day in the life of a chemical engineer (vancouver, canada)
Переглядів 8 тис.2 роки тому
The first 1,000 people to use the link or my code shawnesquivelchemicalengineer will get a 1 month free trial of Skillshare: skl.sh/shawnesquivelchemicalengineer05221
day in the life of a chemical engineer
Переглядів 9 тис.2 роки тому
day in the life of a chemical engineer
Day in the Life of a Chemical Engineer
Переглядів 18 тис.2 роки тому
Day in the Life of a Chemical Engineer
5 Habits to Maximize Productivity
Переглядів 2,7 тис.2 роки тому
5 Habits to Maximize Productivity
My 4 Goals for 2022 (and 2021 Review)
Переглядів 1,4 тис.2 роки тому
My 4 Goals for 2022 (and 2021 Review)
Day in the Life of a Chemical Engineer
Переглядів 86 тис.3 роки тому
Day in the Life of a Chemical Engineer
3 Habits of Successful Engineers
Переглядів 3,9 тис.3 роки тому
3 Habits of Successful Engineers
My New Vancouver Apartment!
Переглядів 2 тис.3 роки тому
My New Vancouver Apartment!
This Concrete Is Made From CO2 Emissions
Переглядів 1,7 тис.3 роки тому
This Concrete Is Made From CO2 Emissions
5 Tips for Chem E’s from Senior Engineers
Переглядів 8 тис.3 роки тому
5 Tips for Chem E’s from Senior Engineers
My Work From Home Desk as a Chemical Engineer | Standing Desk & Ultrawide Monitor
Переглядів 2,3 тис.3 роки тому
My Work From Home Desk as a Chemical Engineer | Standing Desk & Ultrawide Monitor
Is Carbon Capture a Climate Solution? | Chemical Engineer Explains
Переглядів 7 тис.3 роки тому
Is Carbon Capture a Climate Solution? | Chemical Engineer Explains
Interviewing a Chemical Engineer | Masters Degree, Exxon Mobil, and @WiseUpCommunications
Переглядів 12 тис.3 роки тому
Interviewing a Chemical Engineer | Masters Degree, Exxon Mobil, and @WiseUpCommunications
Top Skills For Chemical Engineers To Learn
Переглядів 230 тис.3 роки тому
Top Skills For Chemical Engineers To Learn
Regrets Studying Engineering
Переглядів 11 тис.3 роки тому
Regrets Studying Engineering
Reviewing My First Engineering Resume & Cover Letter
Переглядів 5 тис.3 роки тому
Reviewing My First Engineering Resume & Cover Letter
Reviewing Your Engineering Resumes
Переглядів 4,5 тис.3 роки тому
Reviewing Your Engineering Resumes
Regrets about Chemical Engineering | Chemical Engineering Q&A
Переглядів 17 тис.3 роки тому
Regrets about Chemical Engineering | Chemical Engineering Q&A
How I Take Notes in Engineering
Переглядів 26 тис.3 роки тому
How I Take Notes in Engineering
Jobs in Chemical Engineering (and the skills needed to get in!)
Переглядів 38 тис.3 роки тому
Jobs in Chemical Engineering (and the skills needed to get in!)

КОМЕНТАРІ

  • @mohammadaf1664
    @mohammadaf1664 2 дні тому

    Hi, I am a chemical engineer and I have an admitiosn from University of Calgary for mater program but in the future, I want to work as a machine learning engineer or front-end developer. can I develop my skills for this job through online websites like coursera and find a job in this field? Could give me some pieces of advice on this journey and tell me about the probability of shifting to this field?

  • @allenartist
    @allenartist 4 дні тому

    It’s crazy to think that in just three years the chances of AI taking that job increased to 16%

    • @shawn.builds
      @shawn.builds 4 дні тому

      Sure enhancing it but there’s too many ethics around letting a robot make the decisions that I think engineering jobs are safe, since you need to be certified. Like a doctor. For software engineers, I’m not so sure :)

  • @safia177
    @safia177 9 днів тому

    Hey, sorry, I know this video is old, but how would you describe the job market for chemical engineering, especially for newer grads? I'm in Grade 12 and thinking of applying to chemical engineering since I find it interesting but I keep hearing people say there aren’t many jobs available for newer grads and that most require at least 3-5 years of experience. Would you say this is true, and do you think this varies by province? Any input is appreciated. Thank you!

    • @shawn.builds
      @shawn.builds 9 днів тому

      I’m not sure anymore tbh I’ve been out of chem E for 2 years. But definitely varies by location as chemical engineers more so work at industrial facilities. It’s worth noting that not all my classmates work as chemical engineers, a lot went into other fields like business / engineering related, but not specifically chemical engineering roles

    • @safia177
      @safia177 9 днів тому

      ​@@shawn.builds That’s interesting to know, thank you for clarifying

  • @swatidutta2978
    @swatidutta2978 19 днів тому

    Hi Shawn. I have some query related to AWS. have sent you request in Linkedin. Please accept 😊

    • @shawn.builds
      @shawn.builds 19 днів тому

      Hi, please reach out in the email in the description thanks!

  • @visualantidote9878
    @visualantidote9878 23 дні тому

    Amazing video thanks! FYI I did just follow your instructions and it did log in to a website. I had to supply the username and password in plain text, so definitely not something I'd do with a real account, but wow... even in 11 days since your video that capability now works.

    • @shawn.builds
      @shawn.builds 23 дні тому

      Really? Mine kept refusing! Did you do that on Replit or the Docker environment?

  • @smokecache
    @smokecache 28 днів тому

    when will they let you use it on your real computer

    • @shawn.builds
      @shawn.builds 27 днів тому

      You can already use it on your real PC. You just have to setup the application, using the code sample from Anthropic, where you give Claude the ability to "run" functions on your computer. 15:38 Setup Computer Use API Blog Post Here too: shawnesquivel.com/setting-up-claude-computer-use-locally-a-simple-guide/

  • @ericstephenson9924
    @ericstephenson9924 Місяць тому

    Nicely explained. Thank you!+1sub ;-)

    • @shawn.builds
      @shawn.builds 29 днів тому

      thx eric! let me know what you want to see next :D

  • @sillafeafea7766
    @sillafeafea7766 Місяць тому

    Thanks for almost ignoring the part where you work as a chemical engineer. I clicked on this video because I wanted to know more about your life!

    • @shawn.builds
      @shawn.builds 29 днів тому

      🤣 my bad! i have other vids where i explain it a lot more.

  • @JahreadyKnow
    @JahreadyKnow Місяць тому

    I make $900/day on average as a tutor. It's my full time job. kekw

  • @sarthakvyavhare3190
    @sarthakvyavhare3190 Місяць тому

    I got offer from IT Company job role software engineer . Right now I am working in chemical industry. Should I switch my carrier ?

  • @FawadahmadBaatt
    @FawadahmadBaatt Місяць тому

    Bro you had done your degree in bs chemical engineering in may 2020 Now What's job you are doing

  • @FawadahmadBaatt
    @FawadahmadBaatt Місяць тому

    Petroleum field

  • @reecherz4133
    @reecherz4133 Місяць тому

    Im a senior in highschool and I am beyond excited to start studying to be a chemical engineer in college

  • @akaMonkeyBusiness
    @akaMonkeyBusiness 2 місяці тому

    Fantastic!

  • @yeetuwu-fx6rv
    @yeetuwu-fx6rv 2 місяці тому

    how much chemistry is actuslly in chemistry, because while i do think that i would want to do chem eng i think that i want to do something thay requires a lot of chemistry just because i like chemistry a lot

  • @saadahtsham7
    @saadahtsham7 2 місяці тому

    13:55 watching this in a levels as i am pursiong chemical engineering with no clue what i'm doing:

  • @leviniadarnelnaidoo7544
    @leviniadarnelnaidoo7544 2 місяці тому

    Well done young teacher very informative

  • @bruceallen6492
    @bruceallen6492 2 місяці тому

    Chemical Engineering is chemicals + $$ = new chemicals + $$$$. One must keep in mind how government suffers from arrested thinking. This translates into stupid actions such as making ethanol from corn, takes more energy to do so than the energy received from burning ethanol and this government current battery car fetish. We are looking at the results of "Chevron Deference" to shutdown nitwit rules in the US EPA and make Congress do their job, so we can do our jobs.

  • @madeedkhursheed
    @madeedkhursheed 3 місяці тому

    Can you suggest some internship programs ( virtual or in person) which can be helpful for chemical engineering students

  • @sm1522
    @sm1522 3 місяці тому

    You have to be good at it and try really hard but the ceiling is high.

  • @DavejrJr-pf2dd
    @DavejrJr-pf2dd 3 місяці тому

    DO NOT BE a chemical engineer, it's extremely hard to find a job at least in California

  • @Aryshairdiary
    @Aryshairdiary 3 місяці тому

    Thank you

  • @joepup8348
    @joepup8348 3 місяці тому

    Great overview. I like how you're really specific about what to say to prospective clients and how to create a pricing structure. Can you teach us how to integrate the use of a tablet for working out problems into a Zoom session? Do you use a regular Android tablet or do you use something made for drawing/drafting like a Wacom or Bamboo? Thanks!

  • @draglout
    @draglout 3 місяці тому

    shit video ngl

  • @maskra2071
    @maskra2071 4 місяці тому

    If you want to be a successful engineer, you need to go to the field and familiarize yourself with the actual processes and operations. While drawings and models may look flawless, they don't hold much value if they are not practical or safe for real-world implementation. I've witnessed numerous design issues arise because the engineer of record (EOR) failed to properly verify the field conditions, resulting in costly and time-consuming fixes. surround yourself with experienced individuals, such as operators, technicians. Don't be afraid to ask questions or even make mistakes - the initial learning curve may feel overwhelming, but it's through these experiences that you'll truly gain the knowledge and expertise.

  • @Avk-ih3fs
    @Avk-ih3fs 4 місяці тому

    Werent you a chem engg why did you quit

    • @aym8n
      @aym8n 2 місяці тому

      I have the same question as someone who is about to sign in for chemE.

    • @shawn.builds
      @shawn.builds Місяць тому

      Wanted to do software instead

  • @Aurelien_Machu
    @Aurelien_Machu 4 місяці тому

    Excellent training, vraiment très cool video

  • @thankgodlove
    @thankgodlove 4 місяці тому

    how did you like brainstation?

  • @lipsi17
    @lipsi17 4 місяці тому

    I loved it, thanks for your research and findings

  • @ryou6453
    @ryou6453 4 місяці тому

    I love this sm

  • @panchito2383
    @panchito2383 4 місяці тому

    Hi, I need to use credentials of an IAM role or an IAM user? I have this error: ERROR: Can't invoke 'anthropic.claude-v2'. Reason: An error occurred (AccessDeniedException) when calling the Converse operation: You don't have access to the model with the specified model ID.

    • @shawn.builds
      @shawn.builds Місяць тому

      At 3:24 you have to go to Model Access, and request the model for your region. Make sure the region you request the model in, matches the region you set your boto3 client to.

  • @pinku708
    @pinku708 4 місяці тому

    Do you typically work from home at your job? I’m majoring in ChemE and starting college in a month and honestly I have no clue about what I’m getting myself into.

  • @hermergur
    @hermergur 5 місяців тому

    Ur the second youtuber that quit cheme after graduating and switched to software engineering lmao

  • @graceabby1040
    @graceabby1040 5 місяців тому

    I hate thermodynamics and fluid mechanics man

  • @graceabby1040
    @graceabby1040 5 місяців тому

    I actually love material and energy balances

  • @Kamalij-jb3bo
    @Kamalij-jb3bo 5 місяців тому

    Please bro, you upload aspen plus beginners video.

  • @Kamalij-jb3bo
    @Kamalij-jb3bo 5 місяців тому

    Please update the video for chemical engineering free internship in ISRO.

  • @EnzoVolpe
    @EnzoVolpe 5 місяців тому

    Man, you're doing such a great job. Thank you very much!

  • @hey121e3
    @hey121e3 5 місяців тому

    please can you do a video of integrating the chatbot on your website? I want my customers to be able to see the chatbot when they click on my website, so that they can ask it questions about my product

    • @shawn.builds
      @shawn.builds Місяць тому

      Hey, so this is a live NextJS site that you can see on therapy.matchya.app/ - I simply added my Github Repo to Vercel for an easy deployment. Can you maybe mention what you were having specific issues with so I can make an appropriate tutorial?

  • @bharathkalyan4370
    @bharathkalyan4370 6 місяців тому

    Hey , How can i create a chatbot using my own data?

    • @shawn.builds
      @shawn.builds Місяць тому

      You can use AWS Bedrock with Knowledge Bases. Video on that coming up.

  • @Nawaf1na
    @Nawaf1na 6 місяців тому

    Are you muslim?

  • @catyquen3084
    @catyquen3084 6 місяців тому

    It 's my first years in chem E and you ara the best one can you tell me if I can talk to you please ??

  • @arpita5500
    @arpita5500 6 місяців тому

    Hey i finally got a relevant video on chemical engineering skills i m gonna start my first year in August can u pls make a vdo about road map which we need to follow or like a uk rough idea so that we know how much to cover in each year or work specifically in particular year to get a good on campus or off campus placement thankss !! I m going in a tier 1 college

  • @eddykaloki3799
    @eddykaloki3799 6 місяців тому

    my son wanna 2 be chemical engineering

  • @tpwk9
    @tpwk9 6 місяців тому

    Heyy guys so i want to get into ChemE but I'm so scared because i didn't do Physics at Alevel(did BioChemMath)and i wouldn't say that Math is my strongest suite so I'm at crossroads since i want to go into drug synthesis

  • @temianderson532
    @temianderson532 6 місяців тому

    2024, currently a HS freshman ( a rising sophomore ) I want to go to medical school. I did more research and found out chemical engineering is more beneficial than pre-med. Thanks for the advise!

  • @NicolasBelissent
    @NicolasBelissent 7 місяців тому

    hey have you got any source code?

  • @hirunidulanja6316
    @hirunidulanja6316 7 місяців тому

    Im in second year of chemical eng and still cant feel what is this

  • @hirunidulanja6316
    @hirunidulanja6316 7 місяців тому

    what are the other sides which are benificial to work as a chemical engineer othe than degree .

  • @YTPKingJC
    @YTPKingJC 7 місяців тому

    you taught me nothing