Cohere’s Post

🥳 Super excited about the first release of Cohere-on-AWS! If you need guidance and best-pratices of using Cohere models in Amazon Web Services (AWS), look no further than this amazing repo. What do you get (for now)... 🕵️♀️ Exploring LangChain Retrieval Algorithms: super efficient use of Embed-english and Command models, alongside FAISS and ChromaDB, for RAG flows. 🧑🏫 Prompting Guide 101 For Cohere Command R and R+: This is your source for best in class prompting of Cammand models. 👩🔧 Tool Use with Cohere on Bedrock: Last but not least, Tool use with Bedrock's Converse API. BIG shout out to Breanne Warner, Niithiyn Vijeaswaran and Preston Tuggle for creating and collecting these amazing resources in a single repo. AFAIK, they are not done with it! More to come! What are you waiting for, go check it out! Github: https://lnkd.in/g-BAwMqx #GenAI #GenerativeAI #MachineLearning #RAG #AWS #Cohere #FoundationModels #Bedrock #LLM #DataScience

Hot from the press 📝: Applying #RAG pattern to navigate your knowledge store The details on how to build a knowledge chatbot powered by OpenSearch Project and Amazon #Bedrock in an Aiven tutorial by Olena Kutsenko and Rohan Mehta Learn how to: - leverage Amazon Bedrock foundation models - use OpenSearch®  as a vector database - glue them together with AWS Serverless Application Model Assisted by a description of each steps and a GitHub repository ready if you want to test all the steps. Learn more at: https://lnkd.in/e3-pyWGU

Day 65/100: #100daysofcodechallenge All right, we have our baseline and our first timed practice test is completed! Taking over just two hours, we ended with a few minutes to spare, and as expected, humbled a little. If today was test day, we would not have passed and that’s okay, we learn best from our failures and we now have our starting point. While there are gaps of knowledge in certain areas, some of our stronger topics need polishing too. With the starting point now established, we have the opportunity to spend a full week building and expanding our understanding in the areas needed before the next one. With goals set, days scheduled, and a plan of action in place, the long holiday weekend comes to an end. With a week of analyzing ahead of us, we have a lot to do! But not before we end it with what truly matters, the Family. Sunday is in the bag my friends, happy coding, let’s go! Join me as the journey continues: https://lnkd.in/ecxt-dJk Day 65/100 of my #100daysofcodechallenge - Anki: 85 Cards Reviewed - AWS DVA-C02: 2-Hour Timed Practice Test - misfitDevs: Focus on AWS - Strong Mind - Rest Day #AWS #cloudcomputing #Serverless #sundayfunday

AWS Lambda: When Faster Isn't Always Faster Ever spent hours trying to speed up your Lambda function, only to end up where you started? Yeah, me too ! Today, I had an "aha!" moment that would make Einstein proud. The response time isn't just about how fast your function runs but rather a rollercoaster of invocation, execution, and occasional facepalms. Here's what I learned the hard way: -Cold starts: They're not just for swimming pools! -Memory allocation: More isn't always merrier. -Code optimization: Every millisecond counts (like your coffee breaks). -Async vs. Sync: Choose wisely, young padawan. But wait, there's more! Our comedic journey continued: -AWS CLI in code: We thought we were geniuses. Spoiler: We weren't. -Lambda warmers: Tried to keep it hot, ended up with lukewarm results. -Response streaming: Turns out, you can't stream what isn't flowing. Our request object just sat there, mocking us. The kicker? Our function ran like a dream in production but gave us headaches locally. Go figure. Lesson learned: Sometimes, the basics are basics for a reason. Don't overlook them while chasing the next big optimization trick. Remember, in the grand tapestry of serverless computing, we're all just trying to bend spacetime to our will. Or at least make our functions run faster than a caffeinated squirrel on a hamster wheel. What's your Lambda lament? Share your serverless sagas below! 👇 #AWSLambda #ServerlessWisdom #TechHumor #DeveloperLife #LessonsLearned #AWS #Lambda #DevOps

2024 has been a busy year so far, and we're only in May 🙈 In case you find any of it useful, here's everything I've published so far. https://lnkd.in/eg2gCppU I'm productizing some tools I've built for my solo business and planning a bunch of updates for the next workshop. So lots more to come! #aws #serverless

Just finished the course “AWS for Developers: Data-Driven Serverless Applications with Kinesis” by Marcia Villalba! Check it out: https://lnkd.in/dkQYE6u6 #cloudapplicationdevelopment #amazonkinesis #serverlesscomputing.

Just finished the course “AWS for Developers: Data-Driven Serverless Applications with Kinesis” by Marcia Villalba! Check it out: https://lnkd.in/ggwghNfC #cloudapplicationdevelopment #amazonkinesis #serverlesscomputing.

Day 64/100: #100daysofcodechallenge Today was a nice change of pace as we spent our time covering the full spectrum of topics in a general preparation and overall review before for our first 2-hour practice test tomorrow morning. Looking forward to discovering where my weak points are (and being humbled) which in turn will allow me to set up the week's focus and goals as we shift from structured learning to test preparation. Altogether, a slower day setting up and getting ready for tomorrow. With that said, the weekend is in full swing and Saturday night is here. Good night and happy coding my friends, tomorrow we take our first test! Join me as the journey continues: https://lnkd.in/ecxt-dJk Day 64/100 of my #100daysofcodechallenge - Anki: 121 Cards Reviewed - AWS DVA-C02: Practice Test & Review - misfitDevs: Focus on AWS - Strong Mind - Core & Shoulders #AWS #cloudcomputing #Serverless #saturday

How to build an LLM chatbot. This is a free, live session taught by AWS where you'll learn the fundamentals of using an LLM to build a chatbot. Jul 29, 11 - 12 am PDT It's going to be packed, so make sure you RSVP using this link: https://lnkd.in/edQ6ZftF