3rdSon3rdson.hashnode.dev·May 8, 2024FeaturedStep-by-Step Guide to Developing RAG Applications with Pinecone Serverless, OpenAI, Langchain, and PythonPre-requisites : 1. Before jumping into the discussion, it’s important to have a foundational understanding of RAG, which stands for Retrieval Augmented Generation. If you’re unfamiliar with this concept, you can read more about it here. 2. To follow...Discuss·35 likes·314 readsAI
Ritobroto Sethrito.hashnode.dev·May 6, 2024Building RAG in 2024 with Langchain, Groq, Llama3, and QdrantIn this blog, we will be going through the basics to advance of building RAG with Langchain. We will use Llama3 as our LLM model with the Groq API. What is Groq? Groq is an AI solutions company known for its cutting-edge technology, particularly the ...Discuss·45 readsLlama3
Python GUIpythongui.hashnode.dev·May 3, 2024A Complete Guide to LangChain in PythonGUILangChain is a decentralized blockchain platform designed to facilitate secure and transparent language service transactions. It leverages smart contracts to ensure fair agreements between clients and language professionals. LangChain aims to revolut...Discusslangchain
Manish Singh PariharforFutureSmart AI Blogblog.futuresmart.ai·May 2, 2024Building your own LLM RAG chatbot with Neo4j and LangchainIntroduction Chatbots have become increasingly prevalent, yet traditional models often falter when faced with complex queries or natural language variations, leading to unsatisfactory user experiences. Retrieval-augmented generation (RAG) chatbots of...Discuss·3 likes·237 readsnatural language processing
M Quamer Nasimquamernasim.hashnode.dev·May 2, 2024Hindi-Language AI Chatbot for Enterprises Using Qdrant, MLFlow, and LangChainIn today's digital era, where businesses are increasingly leveraging technology to enhance customer interactions, AI-powered chatbots have emerged as a game-changer. These chatbots can have a natural conversation with users, providing real-time suppo...Discuss·2 likesfasttext
Jonathanjondidathing.hashnode.dev·May 1, 2024Take the Hassle Out of Transaction Logging with This Python ScriptBefore this script I would manually type all of my transaction data into any app or spreadsheet which I swore to myself that I would use. More often than not I’d forget and by the end of the day or worse, I would remember to do in the moment but coul...DiscussPython
Emmanuel Sibandaemmanuelsibanda.hashnode.dev·Apr 29, 2024A Dagger module to generate unit tests for a SvelteKit project using AIWhen building new projects I focus on solving problems I relate to. Since these are personal projects, I prioritize building features based on user feedback or based on my usage. Although I understand the value of writing unit tests, this becomes an ...Discuss·26 readsdagger
Somil Guptasomilgupta.hashnode.dev·Apr 28, 2024FeaturedLearn to Build RAG Application using AWS Bedrock and LangChainWelcome to the exciting world of natural language processing and machine learning! In this article, we’ll dive deep into the Retrieval-Augmented Generation (RAG) concept and explore how it can be used to enhance the capabilities of language models. W...Discuss·47 likes·740 readsAWS
Arnab guptaarnabgupta.hashnode.dev·Apr 28, 2024Step-by-Step Guide to Building a Chatbot Locally: Langchain, Ollama, and Llama3Introduction Imagine having a personal AI assistant that lives on your computer, ready to chat whenever you are. Forget the cloud and privacy concerns – this is local AI, powered by the muscle of Llama3, a cutting-edge language model, and the easy-to...ANIRBAN MISHRA and 1 other are discussing this2 people are discussing thisDiscuss·2 likes·49 readsAI
Siddhesh Agarwalsiddhesh2003.hashnode.dev·Apr 28, 2024RAG Model using Langchain.py and ChromaDBToday, I will discuss creating a Retrieval Augmented Generation (RAG) Model on your custom data using Python, LangChain, and ChromaDB (or any VectorStore you choose). You can find the source code here: Siddhesh-Agarwal/django-rag (github.com) What ...Discuss·37 readsPython
