The SWIRL Summer 2026 Roundup
SWIRL 5, the canonical document finder, a first-class MCP server, the Claude Code plugin, Slack integration, and self-deploy on Railway - everything from this summer, in one place.
Read article →Insights on federated AI search, enterprise AI, and agentic systems.
SWIRL 5, the canonical document finder, a first-class MCP server, the Claude Code plugin, Slack integration, and self-deploy on Railway - everything from this summer, in one place.
Read article →A real, unedited Claude CLI session: SWIRL's MCP server hands Claude federated search, document reading, and grounded RAG as native tools. Watch what an agent does with real reach.
Read article →User ratings on AI answers, aggregated into a yield percentage you can trend and split by RAG and chat. Watch feedback land live and move the number from 20% to 43%.
Read article →Ask it what it can search and it lists your real sources. Ask about your policy and it reads the policy. Three questions, three cited answers, no copied corpus, and an unprompted compliance check.
Read article →A noisy search, two documents that matter, and an AI answer cited to exactly the documents you picked. Select Items is the manual override every RAG pipeline should have.
Read article →One query across 17 live sources, 148 results in 20 seconds, re-ranked in three passes. Then Fetch More folds in the next page from every source, live. No copying, no indexing.
Read article →A free, Apache-2.0 plugin with guided workflows for installing SWIRL, connecting sources, setting up RAG, and wiring SWIRL's MCP server into Claude - evaluation on your own data in about an hour.
Read article →A home dashboard with workspaces, canonical answers, three-pass local relevancy, a first-class MCP server, and a hallucination warning - all without copying your data.
Read article →An honest, source-checked comparison across naive vector-DB RAG, LangChain, LlamaIndex, and SWIRL 5. Where SWIRL wins, and where it doesn't. Includes a one-page study you can download.
Read article →Five years ago my Forbes trilogy named the marks and mapped the four vaults of enterprise data. Here is the same story, told now that the crew is finally assembled: SWIRL 5.
Read article →Most AI demos skip the part where the model makes something up. SWIRL 5 checks every answer against its cited sources and flags what isn't supported.
Read article →Your LLM is only as good as what it can retrieve. SWIRL feeds it live, ranked, permissioned, approved context - so the same model returns better answers, without copying your data.
Read article →A better interface on top of fragmented data doesn't fix the problem. It hides it. The real issue is the knowledge layer.
Read article →The legal AI front end is commoditizing. The knowledge authority layer - which version is official, which answer is authoritative - is not.
Read article →The same document exists in fourteen places. SWIRL clusters versions and lets organizations ratify which one is authoritative.
Read article →Confidence isn't the same as correctness. If an AI answer can't be traced to its sources, accuracy doesn't matter. You have exposure.
Read article →Legal search isn't just about finding information. It's about establishing trust in how information is surfaced, summarized, and supported.
Read article →The bottleneck has shifted from processing data to finding it. A new layer is required - and it isn't another copy.
Read article →LLMs have vindicated federation as the right enterprise search architecture. The single index never worked. Here's why.
Read article →M365 compliance infrastructure covers audit trails, retention, and eDiscovery. Copying data to a vector database voids all of it.
Read article →PDF export for search results, Connect All in AI Search Assistant, Kubernetes auto-scaling fixes.
Read article →The problem is no longer lack of data. It’s no longer an inability to retrieve data. Today’s problem is knowing which data to trust. It’s...
Read article →Enterprise AI keeps running into the same wall: fragmented, stale, inaccessible knowledge. Here's why federated AI search is the missing piece.
Read article →Every day, your people lose the equivalent of a full feature movie just searching for information. Employees want to do meaningful work....
Read article →From Novelty to Necessity Chatbots and copilots have captured the imagination of business leaders and employees alike. They can draft an...
Read article →You don’t have a “data problem.” You have hundreds of them… one for every app, spreadsheet, and silo your teams rely on. On the surface,...
Read article →CTOs already see what’s coming: agentic AI will be embedded in core business processes, not just chatbots or copilots. But the leap from...
Read article →Lock the AI Assistant onto a single document, PII detection via Microsoft Presidio, one-click Connect All OAuth2.
Read article →AI deployment doesn’t require centralization. It requires access. The common guidance is simple: Your infrastructure is too messy for AI....
Read article →Think about all the starving zombies. Seriously, it’s Halloween and are the zombies happy? No! They’re hungry. They’re looking for brains...
Read article →Your M-Files content is powerful - but it becomes a ‘Super Power’ when connected securely to everything else your teams rely on. Most...
Read article →The trouble with life sciences isn’t a lack of information. It’s the shape of it. SOPs live in SharePoint folders no one’s touched in three...
Read article →Shadow IT isn’t just a security risk. It’s a strategy killer. Remote and hybrid work have fueled a boom in team-level tool buying....
Read article →Manufacturing systems weren’t built for flexibility. They were built to last. MES, ERP, QA, maintenance logs, part libraries, inventory...
Read article →How is a raven like a writing desk? Actually, I have no idea. But I do know how an LLM is like a genie. It’s all about wishes. Remember all...
Read article →The myth is persistent: before you can build AI, you have to centralize your data. Clean it. Transform it. Move it into some gleaming new...
Read article →You don’t need to rebuild your information stack to use AI. You need to stop letting your stack run the show. Every time a company tries to...
Read article →It’s been a rough time for vector databases. A wonderful, hot technology that’s suddenly run into some headwinds. Or maybe a small...
Read article →Sharepoint. Tableau. Snowflake. MongoDB. Salesforce. The list goes on and on. Maybe your business uses only some of them, maybe it uses all...
Read article →You’re driving down the highway at high speed. Suddenly, everything you see is delayed by 2 seconds. What happens? If you’re lucky, you...
Read article →Data centralization promises simplicity. In theory, you put all your data into one vector database, a lakehouse, or an advanced data...
Read article →Bank tech stacks are beautiful monsters. Mainframes still process your mortgage payments. Cloud-native AI models screen for fraud. There’s...
Read article →Logistics runs on timing. Supply chains collapse when information moves slower than inventory. And yet, every logistics operation is buried...
Read article →It sits there. A dream of the future in the center of Data Lake. It promises tomorrow, always tomorrow. Mastery of AI, access to knowledge,...
Read article →They say you should centralize your data. Of course, they’ve been saying that for decades now and how’s it worked out? Pretty well if...
Read article →Technology companies love tools. Internal wikis, chat threads, versioned code, scattered docs, ephemeral insights - every system solves a...
Read article →Agentic AI is hungry. Not just for compute power or clever prompts, but for clean, connected, context-rich data. If that data is siloed,...
Read article →Do you want the foundation of your AI future to be built on concrete or quicksand? AI models are getting better every day. But when...
Read article →AI isn’t the bottleneck. Infrastructure is. AI Infrastructure That’s the quiet killer of most enterprise AI efforts. You’ve got a...
Read article →For far too long, your data has lived under the tyranny of outdated assumptions and ETL processes that frustrate your efforts to use it....
Read article →Agents are everywhere these days. Finding them the data they need is a problem that is all too often glossed over or treated as a Simple...
Read article →AI agents are advancing fast - but they’re still only as effective as the information they can access. And without intelligent, real-time,...
Read article →In enterprise AI, finding the right information is no longer the end, it’s just the beginning. Getting a correct answer to a question is...
Read article →AI agents are quickly becoming a centerpiece of enterprise transformation strategies. They promise to handle routine tasks, retrieve...
Read article →When we talk about building AI agents, most of the focus is on infrastructure: how to connect agents to the right systems, how to manage...
Read article →You’ve got the vision. The pilot runs beautifully. Everyone’s excited about automation, AI-powered productivity, and the promise of agents...
Read article →Everyone wants AI agents, whether to create multi-step automation, automatically update wikis and other information repositories, generate...
Read article →It’s a bit like evolution in action. In nature, evolution favors traits that help organisms thrive. But when the environment shifts...
Read article →Ever feel like there’s some critical piece of information that you just can’t find? That there’s something important, something that would...
Read article →ETL and other data remodeling projects are, quite possibly, the biggest blockers of AI agent development. According to BCG, 74% of...
Read article →Hansel and Gretel had it easy. They were only lost in the woods once. And despite some awkwardness with a witch and a candy house, it ended...
Read article →It’s time to stop searching in a foreign language. Working with computers forces people to think like a computer and communicate in a...
Read article →There’s a common misconception in enterprise AI: If your AI agent needs access to internal knowledge, you first need to build a vector...
Read article →“The first amendment, the second amendment, the third amendment, the fourth amendment, the fifth amendment…” “Stop!” “The sixth amendment,...
Read article →Put on a blindfold at home, and you'll probably manage just fine - barring the occasional stray Lego. Familiarity can carry you a long way,...
Read article →It’s no secret in the world of enterprise software that what doesn’t scale doesn’t work. When software doesn’t scale, performance degrades...
Read article →Knowledge work frequently leaves us feeling like we’ve been navigating a particularly complex train system without the benefit of a...
Read article →It’s time to stop searching in a foreign language. Working with computers forces people to think like a computer and communicate in a...
Read article →When the President needs advice, he has his Cabinet, his Council of Economic Advisors, the Joint Chiefs, and so on (I wouldn’t be surprised...
Read article →The promise of enterprise search was simple: type a query, get what you need, and move on with your work. The reality? Endless results,...
Read article →AI is evolving at an unprecedented pace. Every few months, a new model emerges - faster, smarter, more specialized than the last. Businesses...
Read article →How do you feel about turning your data over to someone else? What happens if that company gets acquired or goes out of business? What...
Read article →The hardest thing about finding internal enterprise information is that the number of places we need to look multiply like rabbits....
Read article →Traceable citations, automatic AI Provider failover, SearchProvider JSON config block, and improved SQL support.
Read article →How can enterprises leverage AI without exposing sensitive data? Your sensitive data gets exposed when you are using a third-party...
Read article →AI search is simultaneously transforming how enterprises access internal information and demonstrating that there is nothing new under the...
Read article →Quantum AI search technology anticipates your questions and is ready with helpful answers. SWIRL’s new Quantum AI Search feature takes...
Read article →Data democratization is a persistent dream: The goal of every person in an organization being able to access the data they need when they...
Read article →Search is noisy and it’s only getting worse. Look for anything more than a few days or weeks old and you end up with a flood of documents...
Read article →Steve, our marketing manager, needs to compile a comprehensive report on the performance of a recent product launch campaign. He knows the...
Read article →Data, data everywhere AI finds what you seek Data, data everywhere The AI has sprung a leak (with apologies to Samuel Taylor Coleridge )...
Read article →Customer behavior and markets are changing faster than ever. Businesses need to be agile to keep up. How well a business responds to...
Read article →Imagine uncovering hidden patterns in your customer data that lead to a breakthrough new product idea, a true "Eureka!" moment . Or finding...
Read article →Not all search results are created equal. In traditional enterprise search, users are often buried under a mountain of results, forced to...
Read article →SWIRL Recognized for Innovation in AI-Powered Knowledge Management We are excited to share that SWIRL has been named one of KMWorld’s 100...
Read article →Find What Matters - Instantly, Securely, and Without Moving Data The modern enterprise is drowning in data. But finding the right insight at...
Read article →AI-driven enterprise search is rapidly evolving, reshaping how businesses access and leverage knowledge. As organizations deal with...
Read article →Imagine having the power of ChatGPT, but completely under your company's control - working securely within your own systems, securely...
Read article →The modern enterprise is drowning in data. Every email, document, Slack message, database entry, and meeting transcript adds to the flood...
Read article →SQL has been the language of database access since time immemorial, which, in computer industry terms, means since the 1970s. Like the...
Read article →What if AI could search data where it already resides? From AI to AI Search is a small jump in concept, a giant leap in reality. Although...
Read article →The goal of enterprise AI Search is to make it easier for us to find important information - while not making it easier for unauthorized...
Read article →Google does it, Apple is doing it, and so are OpenAI and Perplexity. They're all leveraging AI summaries - bringing together the most...
Read article →Re-ranking is the process of refining the order of search results to ensure the most relevant information appears at the top. It’s a...
Read article →SWIRL 4.0 debuts two renamed and redesigned core experiences plus any-dialect query generation in the AI Assistant.
Read article →Information on the internet is meant to be found - that’s the goal of putting up a web page, posting an article, a blog, substack, video, or...
Read article →Ambiguity in wordplay can be the source of a great deal of humor, as in the classic Ronnie Corbett sketch, My Blackberry Is Not Working....
Read article →I recently received an email from a well-respected AI company telling me that their system could help me find information in my personal...
Read article →AI has the potential to transform business operations. However, deploying AI across the enterprise is a difficult and challenging task....
Read article →The promise of AI tools is seductive: streamlined workflows, automated insights, enhanced productivity. Yet as our collection of AI...
Read article →Meeting prep can be more of a time sink than the meeting itself - unless it doesn’t get done, in which the meeting itself often becomes a...
Read article →I worked with a team that was rolling out a state-of-the-art AI tool for customer service. Everyone was thrilled. The system was efficient,...
Read article →Box is a robust and secure content management platform that is widely adopted and user-friendly. However, if you’ve interacted with Box’s...
Read article →In my article Three Numbers Spell Burnout , I discussed how our information diet went from 10 pages worth of information each day back in...
Read article →Memory is the first thing to go. I can’t recall what comes next (source forgotten). As our information diet accelerates from 10 to 50 to...
Read article →What is Data-Driven Decision Making? Data-driven decision-making involves analyzing data to guide strategic business decisions, eliminating...
Read article →When I wrote the article, “ Reality Check: Still Spending More Time Gathering Instead Of Analyzing, ” in 2019, we had high hopes for the...
Read article →Tools are labor saving devices. From washing machines, dishwashers, stoves, calculators, computers, and, of course, coffee makers, we’re...
Read article →You’ve got questions - like “How do I configure VPN on my Mac?” or “How do I order a mobile device?” But the answers might be spread across...
Read article →Three numbers say it all. 10. 50. 150. In 1986, the average person working in a data intensive task might consume 10 pages worth of...
Read article →To listen to the discussion on AI you’d be forgiven for thinking that it is simultaneously the best, most innovative idea to come along in...
Read article →All data is not created equal. As the amount of data increases exponentially, knowledge workers find themselves overwhelmed with data,...
Read article →If you’re like me, the first few times you heard the term “RAG” (Retrieval Augmented Generation), you might have thought that someone was...
Read article →To the old saying that three can keep a secret provided two of them are dead, we can add that three can keep data organized provided three...
Read article →A slick AI demo isn't the same thing as a production system. The gap between the two is usually filled with PDF curation, brittle workflows, and stale answers - and that's where most pilots stall.
Read article →AI agents are the latest buzzword to hit the rapidly evolving world of AI tools. What are they and why do we care? Let's start with the...
Read article →Research is a search and data relevancy problem. Granted, that may not match the popular image of research, which is often portrayed as a...
Read article →Perhaps the most frustrating part of writing my dissertation was searching for papers. Writing the literature review itself wasn’t an...
Read article →When the President needs advice, he has his Cabinet, his Council of Economic Advisors, the Joint Chiefs, and so on (I wouldn’t be surprised...
Read article →Want to Increase Productivity With AI? Be a Centaur or a Cyborg (Or Use AI Infrastructure Software)! Does AI actually increase...
Read article →When we think about data products, most people think about downloading apps on their mobile devices or to their computers. While apps are...
Read article →Efficient information retrieval is crucial for businesses and individuals. With data scattered across various platforms and sources,...
Read article →While having AI write your paper is a definite no-no, AI can still provide valuable assistance. Here are 5 ways to take advantage of AI to...
Read article →Knowledge Management (KM): What It Is and Why It Matters Ever wondered how big companies keep track of all the stuff their employees need...
Read article →Far too often, registering for classes is considerably more - let’s say exciting -than it needs to be. Registration should be simple, but as...
Read article →Finding research literature has come a long way. Once upon a time, finding papers for a literature review, dissertation, grant proposal,...
Read article →Artificial intelligence, particularly Generative AI and Large Language Models (LLMs), is reshaping industries with its ability to generate...
Read article →Retailers are taking advantage of AI in a variety of ways, including: Recommendation engines and personalized marketing Demand forecasting...
Read article →In the world of technology, search capabilities often go unnoticed. However, they play a crucial role in shaping applications and...
Read article →Companies using AI have seen a 25% increase in productivity on average. Artificial Intelligence is changing how businesses work, from small...
Read article →You can’t build a house without a foundation. However, if you had enough people constantly repairing it and putting supports under the...
Read article →Data determines a company's success. However many businesses struggle to use data effectively. Enter large language models (LLMs) and...
Read article →Integrating Generative AI (GAI) into enterprises offers businesses a transformative opportunity to revolutionize how information is...
Read article →Consider a world where computers can write stories, create art, and converse like humans. This is the reality of generative AI, which is no...
Read article →Finding data can feel like an episode of the X-Files. The truth is out there, but no matter how much you search it’s always just out of...
Read article →Retrieval-augmented generation (RAG) is set to revolutionize how businesses use their data. But implementing RAG in big companies isn't as...
Read article →In the rapidly evolving landscape of modern business, artificial intelligence (AI) is both a beacon of progress and a source of...
Read article →Future of AI is no UI ~ Naval Ravikant Will AI mean the end of applications as we know them? It's a provocative thought, and the reality...
Read article →People often ask me, "What does SWIRL do?" Over the years, I've given numerous explanations. I frequently hear from others that "SWIRL is...
Read article →The integration of Generative AI (GAI) into the business operations of large, regulated enterprises has accelerated rapidly, yet...
Read article →The rapid rise of Generative AI (GAI) has captured the imagination of technologists, businesses, and the general public. Initially heralded...
Read article →In today's rapidly evolving technological landscape, enterprises face a formidable challenge: scaling their artificial intelligence...
Read article →In today's fast-paced business environment, the ability to make swift, informed decisions can mean the difference between market leadership...
Read article →Introduction Finding the correct information in the vast internet landscape can sometimes feel like searching for a needle in a haystack....
Read article →In the dynamic landscape of search engine technology, the challenge of delivering highly relevant and personalized search results remains...
Read article →People like using their skills to get work done. What they don’t like is spending hours on tasks that are frustrating, boring, and...
Read article →Data, data everywhere AI finds what you seek Data, data everywhere The AI has sprung a leak with apologies to Samuel Taylor Coleridge The...
Read article →In recent years, generative AI has emerged as a transformative force in business, offering unprecedented capabilities in content creation,...
Read article →We live in the era of Generative AI (GAI), a time characterized by unprecedented advancements in artificial intelligence. GAI promises to...
Read article →“Open the pod bay doors, HAL.” “I’m sorry, Dave. I’m afraid I can’t do that.” Perhaps the most memorable line in 2001: A Space Odyssey was...
Read article →Banks can benefit from artificial intelligence (AI), provided they can keep their data secure and trust what the AI tells them. AI has the...
Read article →Risk can be quantified, uncertainty cannot. Financial institutions deal with uncertainty by turning it into risk and then quantifying and...
Read article →AI is revolutionizing financial services, but there are genuine risks to data security and decision accuracy. To maximize effectiveness, AI...
Read article →A merger or acquisition can trigger a data scavenger hunt that leaves everyone frustrated and exhausted. Mergers and acquisitions in the...
Read article →Knowledge workers have access to more data than ever. Yet answering even a simple question can turn into a data scavenger hunt that...
Read article →Introduction Retrieval Augmented Generation (RAG) is a groundbreaking AI architecture that combines the power of large language models with...
Read article →AI is transforming businesses by driving data-driven decisions, automating tasks, and opening new growth opportunities. As companies...
Read article →In the rapidly evolving domain of artificial intelligence (AI), data is the bedrock upon which intelligent systems are built. A...
Read article →What is AI Infrastructure Software? AI infrastructure software is essential for deploying on-premises AI solutions. It performs various...
Read article →Meta just launched open-source LLMs like Llama, claiming it as the most powerful open-source language model out there. It's a huge step...
Read article →A Reader Large Language Model (LLM) is an AI designed to understand and analyze text. Unlike LLMs that generate text, Reader LLMs focus on...
Read article →Bring the AI to the data, not the data to the AI. AI Infrastructure Software is an umbrella term for a software infrastructure that...
Read article →In the Artificial Intelligence (AI) world, the traditional approach has been to "put the data into the AI." Like the database model, this...
Read article →In today's rapidly evolving technological landscape, businesses are aggressively turning to Artificial Intelligence (AI) to gain a...
Read article →Generative AI is a rapidly evolving field with the potential to revolutionize how businesses operate. By harnessing the power of machine...
Read article →Knowledge is a powerful asset for any organization. Collecting, organizing, and sharing knowledge can drive innovation, improve...
Read article →In Artificial Intelligence (AI), Large Language Models (LLMs) have emerged as game changers. Cambridge announced "Hallucinate" as the word...
Read article →Cosine similarity is a metric that measures how similar two entities (vectors) are irrespective of their size. Commonly used in...
Read article →“You Do Not Need a Vector Database” is the provocative title of a recent blog post (with code) by Dr. Yucheng Low, co-founder of XetHub. In...
Read article →Enterprises today face an ironic challenge - drowning in data yet starved for insights. As information silos proliferate, locating the...
Read article →The modern enterprise sits atop a vast amount of data. Yet unlocking the value within remains an elusive quest for most organizations....
Read article →Artificial Intelligence (AI) continues to transform our world incredibly. The concepts of Generative AI, Machine Learning, and Deep...
Read article →Knowledge management (KM) is the process of creating, sharing, using, and managing the knowledge and information of an organization. It...
Read article →Semantic similarity measures how similar two pieces of text are in meaning rather than just the words used. It is a branch of artificial...
Read article →Introduction In today's world, applications must understand complex data like text, images, and sounds. This is where traditional databases...
Read article →In today's data-driven landscape, organizations generate an unprecedented amount of information. This data has immense potential, but...
Read article →The sheer volume of enterprise data necessitates precision in search results. Search relevancy is the essential technique that filters...
Read article →A search index is a data structure that improves the speed of data retrieval operations by providing quick lookups to the data records....
Read article →Introduction Cloud computing has undeniably transformed the way organizations approach IT infrastructure. Among the prevalent cloud models,...
Read article →Introduction Machine learning (ML), a transformative branch of artificial intelligence, has transitioned from theoretical realms to...
Read article →Introduction In the modern business environment, characterized by abundant data, the capability to efficiently mine and leverage this...
Read article →Introduction Search engines have become the gateway to the vast expanse of information on the Internet. From trivial questions to critical...
Read article →AI-Powered Enterprise Search: Reimagining Information Retrieval for the Modern Business In today's digital age, businesses are amassing...
Read article →As businesses scale, managing vast amounts of information becomes increasingly complex. Enterprise search solutions enable organizations to...
Read article →Data resides in numerous, often isolated, repositories within the vast expanse of modern enterprises. Employees need streamlined ways to...
Read article →Artificial intelligence is constantly evolving, and one of the latest advancements is Retrieval Augmented Generation (RAG). This...
Read article →Imagine all your business data - every file, email, and database entry - trapped in separate rooms. Searching means running from room to...
Read article →A metasearch engine is an information retrieval solution that connects to multiple search engines to fetch results for the same query and...
Read article →In modern enterprises, data is often dispersed across various repositories, including applications, databases, data warehouses, and silos....
Read article →What is Unified Search? Unified Search combines results from multiple sources (databases, documents, systems) into a single searchable...
Read article →The API is King According to CloudZero[1], most enterprise workflows are now executed in the cloud as of 2024. The average department uses...
Read article →Swirl's team is working hard to create a simple, safe, and user-friendly way for businesses to search for information. We’re creating a...
Read article →AI-powered enterprise search for secure private cloud retrieval augmented generation! Certified to run in your Azure private cloud , Swirl...
Read article →As we say farewell to 2023, I wanted to take a moment to reflect on Swirl’s journey over the past nine months and celebrate the launch of...
Read article →Summary Across industries, organizations are integrating AI solutions, whether through partnerships with consulting firms or technology...
Read article →Enterprises are large companies. The difference between your average startup and an enterprise is the scale of people, processing, and data...
Read article →Usually, the cookie-cutter enterprise search approaches make you lift and shift all of your data into another search engine. Then, they...
Read article →With apologies to Yoda … Matter LLMs, Why? At the Enterprise Search & Discovery 23 conference, several speakers (Sid Probstein, Jim Ford,...
Read article →As the expression goes, a picture is worth a thousand words, and this is often multiplied when demonstrating software solutions. While I...
Read article →The Problem with Traditional Search The traditional approach is the lift and shift of data from one container to another. It is a big...
Read article →Founded in 2022, Swirl Search is an advanced, AI-driven search engine and platform designed to address and...
Read article →This is the third blog in the series where we will be checking in with the best practices to deploy Swirl. Swirl's Azure-hosted...
Read article →This blog covers the second part of Swirl Security Overview (User Data, Metadata, and Credentials). This is a three-part series that guides...
Read article →This series of blogs will give you a security overview of Swirl. What is Swirl Search? Swirl is an open-source search platform software...
Read article →Software companies can reduce churn and increase engagement by adding generative AI. However, challenges such as lack of data, security...
Read article →Generative AI is exciting because it provides what users want: answers, not documents. And more than that, expertise. Large language models...
Read article →Curious about Metasearch and why your company should be using it to solve cross silo search problems? In this video Sid Probstein, creator...
Read article →A patch release that resolves a positional argument error in the OpenSearch, Elasticsearch, and PostgreSQL connectors. No database migration required.
Read article →