Community Blog

AI workflows shouldn’t just follow a script—they should think, adapt, and evolve. LangGraph turns linear processes into dynamic, stateful systems where agents collaborate, make decisions, and learn over time. Build smarter AI applications that don’t just respond—they interact, remember, and grow.

Building with LLMs is powerful, but unpredictable. LangSmith brings order to the chaos with tools for observability, evaluation, and optimization. See what your models are doing, measure how they’re performing, and deploy with confidence.

Your AI, your rules. Ollama lets you run large language models on your own terms—local hosting, full control, and no third-party dependencies. Discover how Ollama makes LLM integration seamless, secure, and scalable.

Your data has a voice—it just needs the right tools to speak. LlamaIndex is the framework that connects large language models to your specific data, unlocking new levels of context and accuracy. From chatbots to autonomous agents, see how LlamaIndex redefines what’s possible with AI.

AI is learning to talk, think, and create like never before. Large Language Models (LLMs) are leading this revolution, transforming industries with human-like language skills. Let’s dive into what these powerful tools can actually do.

Who owns the art when it’s crafted by an algorithm? As AI tools take the creative stage, the answer isn’t so clear. Let’s unravel the tangled web of AI-generated image ownership.

Imagine an AI that not only sees but understands. Visual Question Answering is revolutionizing how machines interpret our world. With LLMs in the mix, AI's visual comprehension is reaching new heights. Let’s dive in.

Building with large language models can be complex. LangChain makes it simpler. This open-source framework brings together LLMs, data modules, and workflow tools—all in one place—to power up your next AI project.

AI makes creating content effortless. But is using AI-generated work actually legal? For students, marketers, and creators, the stakes are high. Let’s dive into the shifting legal landscape of AI content.

AI jargon overload. Large Language Models. Foundation Models. You’ve heard the terms, but what’s the difference? Are LLMs simply a branch of foundation models, or is there more to the story? Let’s unravel the connection.

The rise of AI in art, writing, and media has given us powerful tools—and powerful questions. We rely on AI detectors to distinguish machine from human. But are they keeping up?

Lost in a sea of meeting notes? Struggling to keep track of project tasks? There’s a better way.

Large Language Models (LLMs) are reshaping AI in ways that go beyond simple text processing. They sit at the intersection of NLP and deep learning, driving a new wave of generative AI. Here’s how LLMs fit into the broader AI ecosystem.

Generative AI is reshaping how we create—text, art, even music. At the core of this innovation are Large Language Models (LLMs), powering everything from chatbots to coding tools. Explore how these models transform raw data into human-like content.

How does an AI model learn to answer anything from casual questions to coding problems? It devours massive amounts of text. From Wikipedia to GitHub, these models are trained on diverse data sources that shape their abilities—and not all data is created equal.

Your phone knows what you’ll type next. Virtual assistants understand your voice. ChatGPT and other AI tools are flipping our workflows. The magic? Large Language Models. Here’s how they work and why they’re everywhere.

Tired of wrestling with Notion’s API? There’s a simpler way. A few lines of code, one integration token, and you’re connected. Here’s how we built a streamlined app with Streamlit to fetch data from any Notion database.

Imagine analyzing complex financial data in seconds without touching a single spreadsheet. This is the challenge we are trying to solve in this project. In this post, we build a Financial Analysis generative AI agent. It fetches data, runs calculations, and gives you instant insights—like having a personal analyst at your fingertips. Ask it for a company’s balance sheet or calculate growth rates simply. No formulas. No fuss. Here’s how it works.

Drowning in a sea of documents? The next generation of generative AI augmented search might be your lifeline. Imagine finding exactly what you need—faster, smarter, and more precise. Dive into how advanced metadata and AI can transform the way you navigate your data.

Drowning in data? What if finding the right document was as easy as asking a question? Discover how generative AI is transforming search with a tool that takes the guesswork out of your queries.

How can we query any database by simply asking a question, as if we were talking to a friend? Text-to-SQL provides an intuitive and accessible way to interact with databases using natural language.

Generative AI has enabled powerful PDF interaction, but most applications only process text content. This article explores how to make AI systems analyze both text and graphics in PDFs, enhancing document comprehension capabilities.

Cash flow management is vital for business success. Delayed payments can disrupt operations, affecting payroll and expenses. Many businesses struggle with timely client payments due to inefficient manual invoice tracking. An automated invoice follow-up and status reporting system can significantly improve this process.

Managing emails, especially for customer support or campaigns, can feel like juggling too many balls simultaneously. It's easy to get overwhelmed. But what if you could make that whole process smoother?