AI 资讯
Building a Slack Bot That Actually Remembers: slacktag-oss
How I built an open-source Slack assistant with persistent semantic memory, powered by any LLM and Mem0's managed memory layer — no vector database required. The problem with Slack bots and memory Most AI Slack bots have the memory of a goldfish. Every conversation starts from scratch. You ask it about your sprint goals, it gives a great answer, then three days later you ask a follow-up and it has no idea what you're talking about. You end up re-explaining context constantly. The commercial solution to this is Claude Tag — a Slack integration that maintains genuine conversational continuity. But it's tied to one provider and not open-source. slacktag-oss is our attempt to replicate that experience: a Slack bot with real, semantic, persistent memory that works with any LLM — including ones running entirely on your laptop. What I built A Python Slack bot with: Socket Mode for local dev (no public URL needed), HTTP-ready for prod LangChain to abstract LLM calls across any OpenAI-compatible endpoint Mem0 managed cloud for semantic memory — no Qdrant, no Pinecone, no infra to run Three memory scopes: per-channel, per-thread, per-DM Built-in !clear and !memory commands A clean, extensible architecture you can fork and build on Architecture Before diving into code, here's the full request lifecycle: ┌─────────────────────────────────────────────────────────────┐ │ Slack │ │ @mention in channel ──┐ │ │ DM to bot ──┼──► Slack Events API │ │ Thread reply ──┘ │ │ └───────────────────────────────────│─────────────────────────┘ │ (Socket Mode / HTTP) ▼ ┌─────────────────────────────────────────────────────────────┐ │ slack-bolt (Python) │ │ bot.py ──► router.py ──► handler.py │ │ │ │ │ ┌───────────────┤ │ │ │ │ │ │ ▼ ▼ │ │ Mem0 Client LangChain │ │ (managed) ChatOpenAI │ └────────────────────────────────────────────────────────────-┘ │ ▼ ┌───────────────────────┐ │ Mem0 Managed Cloud │ │ Vector Embeddings │ │ Entity Extraction │ │ Deduplication │ └───────────────────────┘ The ke
科技前沿
How Qatar Became FIFA’s Technology Test Lab
Qatar has become the place where FIFA experiments with the next generation of football technology. The results are already visible across this year’s World Cup.
创业投融资
2 days left to save up to $190: Join 1,000+ founders and investors at TechCrunch Founder Summit
2 days left to lock in your spot at TechCrunch Founder Summit 2026 and save up to $190 before Early Bird rates expire on June 26 at 11:59 p.m. PT. Register here.
AI 资讯
World Cup Teams Are in a Race for AI Dominance
This year, FIFA is providing an AI agent that any team can use. Is it enough to level the playing field or will future winners be determined by which team can afford the best tools?
开发者
Every Time Norway Scores at the World Cup the City of Bergen Trembles
This curious phenomenon was documented by the seismometer at the University of Bergen, which recorded slight vibrations whenever the national team scored a goal.
开发者
We got a sneak peek of the final space shuttle set to go on public display
"It is an incredible exhibit and incredible sight."
创业投融资
3 days left to save up to $190 on your TechCrunch Founder Summit 2026 pass
You have just 3 days left to save up to $190 on your pass to TechCrunch Founder Summit 2026 before Early Bird rates end on June 26 at 11:59 p.m. PT. Register here.
AI 资讯
World Cup Scams Are Getting Harder to Spot
From fake tickets to cloned websites, AI is magnifying World Cup scams. Can fans distinguish between what’s real and what’s not?
科技前沿
This World Cup, Bigger Might Not Really Be Better
The biggest World Cup ever is pushing fans, players, and host cities to their limits—and experts say this is only the beginning.
科技前沿
Locked Out of the World Cup: A Year Marked by Barriers, Borders, and Broken Access
The 2026 World Cup promises a global celebration. Many Arab fans may find themselves locked out.
科技前沿
For Iran’s Athletes, There Is No Separating Sports From Politics
From defections and protests to moments of national pride, the 2026 World Cup arrives amid decades of tension between identity and the state.
AI 资讯
Bug in FIFA World Cup internal system gave anyone ability to modify TV stream
A security researcher said a flaw in FIFA’s online platforms allowed her to access several internal systems, including one that could have allowed her to take control of the TV stream of every World Cup match.
开源项目
1 in 4 World Cup Matches Could Be Played in Dangerous Temperatures
A new report warns that Miami, Kansas City, Philadelphia, Dallas, and Houston could be particularly hot places to play during the 2026 World Cup.
AI 资讯
Apple’s new AI photo editing tools mostly work, for better and worse
The most popular camera in the world just got its first set of serious AI photo editing features, and I don't think any of us are ready. As far as AI photo editing goes, the new features in iOS 27 are pretty tame compared to what you can do on, say, Google's Pixel phones. But […]
产品设计
The US Is Requiring Foreign Influencers to Get Work Visas for the 2026 World Cup
FIFA announced agreements with platforms such as TikTok and YouTube that include the participation of dozens of international influencers to generate content in the three host countries.
科技前沿
Welcome to the Waymo World Cup
It might not feel all that different from older World Cups—for better or worse.
科技前沿
Cameras, Sensors, and 3D Body Scans: All the Tech Helping Eliminate Blown Calls
Soccer officials already rely on cameras to see who’s offside and who sent the ball out of bounds. But during this World Cup, refs will use digital twins of each player to view plays from every angle.
科技前沿
Trump’s Border Crackdown Is Wreaking Havoc on the World Cup
Travel bans and other visa issues are creating problems for World Cup participants even before the whistle blows.
AI 资讯
How Mexican World Cup Stadiums Achieved FIFA’s Environmental Certifications
Venues hosting the 2026 World Cup must meet high standards to obtain environmental certifications, but FIFA also requires that they use natural grass, which is water-intensive to maintain.
AI 资讯
Why enterprise AI will be a major focus at VivaTech 2026
While Silicon Valley continues pushing aggressively into large language models and consumer-facing AI products, many European companies are focused on applying AI to complex systems already embedded into everyday life.