Prateek Joshiforprateekjoshi.hashnode.dev·11 hours agoHow We Built a Scalable FastAPI Backend for Our AI Product: Zero to Production🖖 Prateek Joshi and Akhil Kalwakurthy As AI engineers building complex machine learning systems, we often face a critical challenge: creating backend infrastructure that's both performant enough for real-time AI processing and maintainable enough fo...1 like·30 readsBuilding Your AI Blog Assistant: From Development to DeploymentFastAPI
Mikuzmikuz.hashnode.dev·Jan 21, 2025Mastering LangChain Memory: Comparing LangChain and LangGraph for AI Workflow OptimizationBuilding AI applications with Large Language Models (LLMs) requires robust frameworks to handle complex workflows and memory management. Two leading frameworks have emerged to address these challenges: LangChain and LangGraph. While LangChain excels ...langchain
Anix Lynchgozeroshot.dev·Jan 20, 2025Agentic AI 2025: Hot Tools & Trends That’ll Blow Your MindAgentic AI 2025: Hot Tools & Trends That’ll Blow Your Mind CategoryTool/FrameworkWhy It’s AgenticBefore vs. AfterExciting Impact LLM OrchestrationLangChain 🧙♂️Orchestrates multi-step pipelines with Claude/GPT, chaining tasks like a boss.Befo...Agentic AI projectsagentic AI
DataGeekthecodecosmos.hashnode.dev·Jan 17, 2025Mastering Chatbot Memory: A Practical Guide - 2Introduction LangChain memory can be quite intricate, with various implementations designed to meet different system needs. 🌐 In our previous blog, we introduced the concepts of In-Prompt Memory 💬 and External Memory 🗂️ and even built a chatbot ...ChatBots 🤖 - From Small Talk 🗨️ to RAG Talk 📚genai
Henry Aduhenryadu.hashnode.dev·Jan 16, 2025Building a Multi-Modal Flutter Chatbot with LangChain.dart, GPT-4o, and Dash Chat 2A step-by-step guide to creating an AI-powered Flutter chat application that handles both text and images Introduction to Multi-Modal Chat Applications While this might not be the first guide on multi-modal chatbots in Flutter, it is likely the easie...121 readsLangChainFlutter
Anix Lynchgozeroshot.dev·Jan 16, 2025Extra memory for an Agentic AI w/ChromaScenario: Building an AI assistant with Chroma memory Goal: Use Chroma to provide long-term, embedding-based memory for conversations. The agent evolves its responses based on prior interactions, enabling personalized, context-aware conversations. ...memory
Anix Lynchgozeroshot.dev·Jan 16, 2025Agentic AI w/ Neo4j & Langchain for graph databaseGoal: Use Neo4j to build a graph of job roles and required skills. The agent maps relationships, answers queries like “What skills are linked to a Data Scientist?” or “Which roles need Python?” and provides context-aware insights. 1. Install Require...Neo4j
Anix Lynchgozeroshot.dev·Jan 15, 2025How Langchain Agents handling multiple workflows autonomously (Weather API case)Let’s build an example where LangChain agents autonomously handle workflows by chaining tasks, such as extracting data from an API, summarizing it, and storing the output into a database. Goal:An agent fetches weather data from an API, summarizes the...langchain
Anix Lynchgozeroshot.dev·Jan 15, 2025Generative AI for Research Summarization w/Langchain & HuggingFace Hub & ColabTo implement a tool that summarizes recent publications using Generative AI, here’s a Python example leveraging LangChain and Hugging Face Transformers for summarizing an article from arXiv. Code Example from langchain.llms import HuggingFaceHub fro...HuggingFaceHub
Luis Jose Mendez mendezluisjose.hashnode.dev·Jan 11, 2025Touch-Up Hair with Generative AI, LangChain, Stable Diffusion and Geminihttps://youtu.be/suQHBEilZnU?si=DNju4SMWFKJcqeU1 Touch-Up the Hair Roots and Changing the Hair Color of an Image using Stable Diffusion, ControlNet, Mediapipe, KMeans, Streamlit, Gemini, LangChain and Flask. This Generative AI App, using the Realis...langchain
