Blogs

Learn how to build an AI Knowledge Graph using Graphiti and Neo4j to create AI Agent Memory for efficient data retrieval and exploration

Learn to integrate long-term memory into AI agents using Mem0 and LangGraph, enhancing personalization and efficiency across sessions

Learn to build advanced RAG-powered chatbots with LangGraph, combining tools, memory, and multi-step routing for powerful AI solutions

Learn to build a scalable RAG system using Async FastAPI, Qdrant, LangChain, and OpenAI for efficient AI-powered applications

Learn to build an async semantic search system with FastAPI and Qdrant VectorDB for efficient, context-aware search across diverse inputs.

Discover the power of Qdrant, an open-source vector database for AI-driven solutions. Learn how to set it up locally or on Docker in this comprehensive guid

Learn how to integrate Google Authentication with FastAPI in this comprehensive step-by-step guide. Secure your FastAPI applications with easy authenticatio

Learn how we used Cliniko APIs with Python to access data and build a custom AI solution for clinics, automating tasks and improving workflow efficiency.

Discover key skills for software developers and AI engineers in 2025, focusing on practical coding, APIs, databases, and continuous learning

Automating Freshdesk customer support with AI-powered ticket summarization, RAG-based retrieval, and NL2SQL-driven automated replies.

Learn to build a scalable, modular multi-agent system using LangGraph with step-by-step guidance on agent orchestration and integration

Learn how to integrate LLMs and AI agent with your Hubspot account to automate workflows.

Learn to build a custom AI agent using LangGraph with RAG, NL2SQL, and Web Search. Step-by-step tutorial for developers to create task-oriented agents.

Learn to build RAG applications from scratch without frameworks like LangChain or LlamaIndex for better customization and debugging

Learn how to build multi-agent systems with OpenAI Swarm using Python and LangChain integration

Learn to build LangGraph agents with long-term memory to enhance AI interactions with persistent data storage and context-aware responses

Learn How to fine-tune OpenAI's GPT-4o model with step-by-step instructions, code examples, and real-world applications.

Learn to build a user-friendly interface using Streamlit for a RAG chatbot. Integrate FastAPI backend for seamless chat and document management

Learn to build a production-ready RAG chatbot using FastAPI and LangChain, with modular architecture for scalability and maintainability

Build a production-ready RAG chatbot using LangChain, FastAPI, and Streamlit for interactive, document-based responses.

Learn how to fine-tune Meta AI's Llama 3.2 Vision-Language Model on custom datasets for improved performance in specific use cases

Small Language Models offer efficient, cost-effective AI solutions, challenging larger models and impacting AI applications

Learn how to integrate Langsmith evaluations into RAG systems for improved accuracy and reliability in natural language processing tasks

Learn how Mem0 brings an intelligent memory layer to LangChain, enabling personalized, context-aware AI interactions. Ideal for chatbots and ai agents.

Learn LangGraph with this beginner-friendly tutorial featuring Python code examples.

Introduction I always wanted to work on internship before I finish my graduation. I had applied multiple times to Futuresmart for Data science and ML related roles with emphasis on technical as well as management side of it. after multiple applicatio...

A step by step tutorial explaining about RAG with LangChain. A great starter for anyone starting development with langChain for building chatbots

Introduction Large language models (LLMs) are the talk of the town, with their potential applications seemingly limitless. But for developers, translating LLM potential into real-world applications can be a bumpy ride. Debugging complex workflows, en...

Introduction Pursuing my graduation from a tier-3 college, I was eagerly looking for the perfect start to enhance my theoretical knowledge with practical experience. My quest for internships led me to an invaluable opportunity to speak with the Found...

Introduction In today's digital age, it's common for businesses and individuals to be overwhelmed by large collections of documents in various formats, including PDFs. Extracting valuable information from these documents efficiently can be a challeng...

Introduction Large language models (LLMs) are being used in various applications, from chatbots to content generation. While cloud-based LLMs are popular, running them locally has advantages like enhanced privacy, reduced latency, and more customizat...

If you want to create your own personalized Gmail AI Agent using LangChain, then this guide is for you.

Introduction Stepping out of the academic world of a Bachelor's in Computer Science Engineering in 2023, I began the tough task of looking for a job. While improving my skills in Python and MySQL, the process felt overwhelming until a significant mom...

Build an advanced RAG chatbot using Neo4j and Langchain, integrating LLMs with knowledge graphs for superior AI conversations.

Introduction In today's dynamic e-commerce and retail landscape, the ability to efficiently find similar products is paramount for businesses looking to enhance customer experience and drive sales. Leveraging advanced technologies such as ChromaDB(Ve...

From FutureSmartAI intern to industry professional: A journey of AI mastery, cloud technology, and landing a job with a client.

Unlock the full potential of database interactions with our guide on Natural Language to SQL using LangChain and LLM.

Master how to create a chatbot using VideoDB and OpenAI that lets you converse with YouTube videos, transforming your video interaction experience.

From theory to practice: A data science intern's transformative journey at FutureSmart AI, mastering machine learning and NLP.

Explore an intern's 6-month data science journey at FutureSmart AI, from a non-CS background to mastering AI, Maths, and Statistics.

Transform your chatbot with ChatGPT and Freshchat integration. Automating responses, intelligent conversations, and 24/7 personalized support.

Transform LinkedIn data into strategic outreach with GenAI guide. Learn scraping techniques and leveraging OpenAI models for targeted hiring and marketing.

Explore Best LinkedIn scraping APIs: ProxyCurl, Scraping-bot.io, and more. Guide compares features, ratings, and applications for optimal data extraction

Transform your helpdesk with the power of ChatGPT and Odoo integration. Automating responses, intelligent ticket management, and personalized support.

Transform your helpdesk with the power of ChatGPT and Freshdesk integration. Automating responses, intelligent ticket management, and personalized support.

Master the integration of OpenAI's speech-to-text and text-to-speech for creating dynamic voice interactions with our step-by-step tutorial.

Explore OpenAI's groundbreaking text-to-speech and speech-to-text capabilities.

Explore the capabilities of LangChain Expression Language (LCEL) in our latest blog, showcasing how LCEL simplifies working with large language models.

Master OpenAI's Function Calling for Chat Completions and Assistant API with our comprehensive tutorial. Perfect for developers.

This guide will walk you through the fine-tuning process of the GPT-3.5 model, explaining its benefits and providing a step-by-step tutorial with code.

Hosting Chroma DB on AWS EC2 by running Chroma DB as a Docker image, and connecting to it as a client.

Learn how to use Llama 2 with Hugging Face and Langchain. Build chatbot using llama 2

NLP Roadmap 2023: Step-by-Step Guide ChatGPT, Sentece Transformers, Semantic Search, Langchain, Llama Index, Pinecone.

Data science internship experience From mastering ChatGPT and AWS to exploring vector databases. A transformative journey from newbie to ninja.

Build Python APIs with our step-by-step tutorial on FastAPI and OpenAI's ChatGPT.

LlamaIndex: Learn to create indexes, customize llm, prompts, and embeddings using langchain, open ai and huggingface.

Learn how FutureSmart AI employs Python, OpenAI's LLMs, LangChain, vector databases and more to create custom NLP solutions across a variety of industries.

Unleash the power of Langchain, OpenAI's LLM, and Chroma DB, an open-source vector database. Boost your applications with advanced semantic search.

Learn how to build custom NER model using Spacy. In this tutorial we will finetune spacy-3 mdodel on NER dataset.

Explore the capabilities of ChromaDB, an open-source vector database, for effective semantic search. Learn to create embeddings, store, and retrieve docs.

FutureSmart AI - My NLP Data Science Internship Experience and Learning Journey.

User management in Anvil with our guide. Dive into user signup, login, logout, and Google integration. Simplify user management in web apps with Anvil.

Dive into advanced sentiment analysis with PyABSA and Hugging Face Transformers. Learn the nuances, installation, and application through a detailed guide.

Learn to fine-tune BERT with Hugging Face Transformers. Understand model pre-training, architecture, and fine-tuning strategies in NLP.

Anvil Works and ChatGPT API in creating AI-powered web apps. This tutorial takes you through the process using a product description generator as an example

Creating a chatbot that leverages the power of Langchain, OpenAI's ChatGPT, Pinecone, and Streamlit Chat.

Learn to use LangChain and OpenAI for effective LLM-based document summarization. Step-by-step guide to leverage the stuff, map_reduce, and refine chains.

Explore Zero-Shot Learning and HuggingFace Transformers. This guide covers definitions, techniques, applications, and provides practical eexamples.

Explore the concept and types of Langchain memory, and learn how to integrate it with Streamlit and OpenAI's GPT API to build smarter, context-aware chatbot

Learn about open source tools for transforming PDFs into images, extracting text, and pulling out table data.

Unlock the power of data querying with Langchain's Pandas and CSV Agents, enhanced by OpenAI Large Language Models.

Create a YouTube Q&A chatbot harnessing OpenAI Whisper, Embeddings, ChatGPT, and Pinecone to efficiently transcribe, process, and semantically search video.

Discover the exciting use cases of LangChain and ChatGPT in building chatbots and conversational AI applications.

Learn about OpenAI Embeddings, enhancing NLP through better accuracy and efficiency in text similarity, semantic search, and clustering tasks.

Discover how you can harness the power of LangChain, SQL Agents, and OpenAI LLMs to query databases using natural language.

Learn about machine learning techniques for extracting data from charts and graphs, making analysis simpler and more efficient.

Discover how to harness the power of Azure OCR and GPT-4 for extracting text and invoice entities from images and PDFs.

Build document-based question-answering systems using LangChain, Pinecone, LLMs like GPT-4, and semantic search for precise, context-aware AI solutions.

Unlock the power of LlamaIndex, Langchain, and Semantic Search to elevate your NLP projects and create state-of-the-art Q&A bots.

Learn how to create an AI-powered chatbot using Open AI's GPT-4, ChatGPT API, and Streamlit Chat in this step-by-step tutorial.

OCR: Learn to extract text from invoice images and PDFs using Google Vision and corresponding entities with GPT-4.

Unlock the power of Hugging Face Inference API for a range of NLP tasks, including sentence embeddings, named entity recognition, Q&A, and summarization.

This ultimate step-by-step guide will show you how to create a MySQL database on AWS RDS and connect it to your Python application.

Discover how GPT-4, semantic search, and vector databases are transforming question answering by combining sentence transformer embeddings.

Discover how to utilize the Airtable REST API through Python efficiently. Learn to list, update, create, and delete records in this comprehensive tutorial.

Intelligent Document Processing: How to use GPT-4 and Amazon Textract OCR for invoice processing.

Unlock new AI chatbot possibilities with ChatGPT plugins. Dive into the limited alpha, features, and enhance your applications. #OpenAI #ChatGPTPlugins

Discover how to harness the power of GPT-4 API and Google Sheets to automate tasks and revolutionize your data-driven workflows. Step-by-step guide.

Dive into this comprehensive guide on unlocking the power of web scraping with Selenium. Learn the best practices and tips to enhance your science projects.

Discover the power of automation! Learn how to automate your LinkedIn posts using Python and the LinkedIn API, boosting your social media presence.

Transform your photos like never before with these 8 incredible AI-powered editing tools. From restoring old photos to removing watermarks and backgrounds.

Discover 8 powerful AI tools transforming the art world. Our guide showcases AI-generated art and the future of expression.

Discover the latest updates on OpenAI's language model, ChatGPT API, and its recommended stable model, gpt-3.5-turbo.

Automate your Natural Language to SQL conversion process with GPT-3! a step-by-step walkthrough on how to fine-tune GPT-3 for your custom use case.

AI Demos| Our comprehensive guide covers the top 10 spaces for cutting-edge computer vision with video demos.

Discover importance of web scraping in data science with real-life examples and code snippets using Beautiful Soup. Learn how to scrape data from Trustpilot

Take your NLP skills to the next level with our ultimate guide to GPT-3. Learn how to write effective prompts, integrate with Python, and fine-tune.

Discover the best AI tools that will revolutionize your Work Productivity. Copy.ai, Andi, Quillbot, Copymatic, TextcortexAI, Namelix, AnyWord, Katteb, etc

Explore the cutting-edge field of NLP and stay ahead of the game with our in-depth analysis of the latest research, applications, and future trends.

Learn how to use AWS to build a GPT-3 API. This guide covers serverless architecture and API Gateway integration.

Find the best AI Tools on AIDemos.com. Save time and effort by using AIDemos.com to discover the best AI Tools.

Learn How to use Sentence Transformers to perform Sentence Embedding, Sentence Similarity, Semantic search, and Clustering.

Eight months ago, I took the plunge and quit my job to become self-employed. It was a scary decision, but I'm glad I made it. Today, I've earned more than $30,000 on Upwork and successfully delivered many projects. If you're considering becoming a f...

Text Pre-Processing (Use #spacy): Tokenization Lemmatization Removing Punctuations and Stopwords etc. Tokenization is breaking a text into smaller pieces or tokens. Lemmatization is the process of finding the lemma, or root form, of a word. Remo...

Text summarization is the process of reducing a text document to its most important points. The summary can be generated by extracting information from the text document or abstracting it. The types of text summarization include extractive and abstra...

Data Analyst Data Analyst role is responsible for analyzing data and providing insights to help improve business decisions. Data Scientist Data Scientist role is responsible for analyzing data and providing insights. The Data Scientist may al...

AI involves using computers to do things that normally require a human brain, such as understanding natural language and recognizing objects.