CodeMate® ’s Post

🚀 Excited to share my latest project: Rag Application! 🚀 I've developed a Chainlit-based application designed to provide detailed, child-safe answers to questions about children's storybooks. Here's a peek into what this project offers: 📚 Core Features: API Integration: Seamlessly interacts with OpenAI's API using the LangChain library. PDF Processing: Loads and processes storybooks in PDF format to create a searchable text database. Efficient Text Retrieval: Utilizes FAISS vector stores for rapid and accurate similarity searches. Conversational AI: Leverages a ChatOpenAI model with a customized prompt template and conversation memory for coherent and relevant interactions. User-Friendly Interface: Built with the Chainlit framework for an engaging and intuitive chat experience. 🔧 Technical Components: API Key Handling: Securely manages API keys with the dotenv library. Text Splitting: Enhances search performance by splitting text into manageable chunks. LLM Chain: Combines a chat model, custom prompt, and conversation buffer for seamless responses. Retrieval QA Function: Delivers accurate answers by querying the vector store and generating responses through the LLM chain. Check out the GitHub repository for more details! 🔗 GitHub Repository : https://lnkd.in/gszBAJme #AI #OpenAI #LangChain #Chainlit #ChildSafety #TechForGood #MachineLearning #ConversationalAI #Python

Hey Devs have you tried https://cursor.sh yet ? built by Anysphere ..feature rich and Al enabled code editor and the best thing is you can use your existing vs code login and extensions as well. 😀 Happy coding 🤟 #coding #software #AI #codeeditors #vscode #frontendengineering

Visualization API responses #JSON #API #develop

🌟 LeetCode Day 7 Challenge Completed! 🚀 The One LeetCode question I conquered today. Given an integer array nums of 2n integers, group these integers into n pairs (a1, b1), (a2, b2), ..., (an, bn) such that the sum of min(ai, bi) for all i is maximized. Return the maximized sum. #LeetCode #Coding #problrmSolving #Algorithm

As part of the ongoing series on #llamaindex I just published another installment, where we are ingesting Wikipedia content and building Q&A #chatbot using #streamlit #openai #gpt4. #generativeai #llamaindex #rag #retrievalaugmentedgeneration #llm #python

GPT-4 Multimodal capabilities seem wild! Here is an example of picture-to-recipe with gpt4 There are umpteen examples from - Coding from screenshots of dashboards - Breakdown of workflow diagrams - Provides ideas for image rendering and design - Figma designs to code - Convert python code into javascript And more As a Mashable article states, it can also help you find Waldo :) Have you tried out ChatGPT Vision ? ************************** Ranjani Mani #reviewswithranjani #GenerativeAI #Technology | #Books | #Beingbetter

If you read only one thing about AI/LLMs this week, make it this: Hear me out… by Gergely Orosz https://lnkd.in/eFTYDSMA A quick update this week — I am still catching up from vacation — but I loved this take. Gergely writes the excellent Pragmatic Engineer Substack (subscribed!), and his thinking on AI coding is still evolving (see this from a few weeks ago: https://lnkd.in/esDxHMUZ). But this Tweetstorm is right on: coding is possibly the best suited domain for LLMs, because we have so many existing tools and workflows to check code for correctness, style, adherence to patterns, etc. There’s still a lot to do to get the right context into the system, and set up the right checkpoints in process and output, but agentic feedback loops combined with compilers and linters get you 90% of the way there. It’s not a question of if, but exactly how. That said, we are living in an age of lofty promises. Devin and OpenDevin and SWE-Agent (and Stride Conductor) are amazing — with a few tools and some situational awareness, LLMs are able to work with codebases much as a junior engineer would. They can’t yet do everything a smart, experienced human dev can do — and that’s OK! But they’re really well suited for dirty jobs — stuff like tech debt remediation, fixing broken tests, clearing out trivial backlog, etc. Enjoy the weekend!

Boost your coding speed 5x with this free tool. Let's introduce CodeGPT, a VS Code extension that can make you faster when coding without costing a cent. It’s available in different IDEs and supports multiple AI providers, allowing you to choose the one you want to use. It offers different agents for different roles and multiple AI expert tools for various libraries right out of the box, such as Next.js, LangChain, and React. --- 👋 Hi it's sam , If you liked this, connect with me on LinkedIn for daily insights on #ai #llms #codeassitant #codegpt

Learn why running large language model locally matters, and how LLMs actually work. We start with an overview of the technology and show how you can use the open-source tool Ollama to download and run a model on your laptop. From there, we customize the model and build AI applications you can use right away using NodeJS and Python. Get a solid foundation in AI skills that you will be able to use as soon as finish this session. Docker, Inc #llmops #chatgpt #genai #neo4j #docker #ollama #langchain

RoboCoder - GPT-4 Turbo in VS Code | Product Hunt: GPT-4 Turbo is a new feature in VS Code, designed to enhance the coding experience for developers. It offers improved code suggestions, faster performance, and better language understanding, making it a valuable addition to the development environment. - Artificial Intelligence topics! #ai #artificialintelligence #intelligenzaartificiale