Video yükleniyor...

Video Yüklenemedi

Ana Sayfaya Dön

Custom complexity classifiers are now in Merge. Define what counts as complex for your own traffic. Tag your query categories, set the thresholds, it routes each one to a model that fits. Not every query needs your most expensive model. This makes it even easier. :)

shensi's profile picture

Shensi Ding

5,877 subscribers

29,538 görüntüleme • 28 gün önce •via X (Twitter)

LIVE

Anya Rossi• Live Now

Private livecam show

0 Yorum

Yorum bulunmuyor

Orijinal gönderinin yorumları burada görünecek

Benzer Videolar

AGI won’t be one giant model. It will be many specialized intelligences working together through a reasoning-capable AI that coordinates the layer that routes each query to the right models, tools, and agents. PS: Good reasoning is how you avoid getting your agent deleting your entire email inbox btw.
1:00

AGI won’t be one giant model. It will be many specialized intelligences working together through a reasoning-capable AI that coordinates the layer that routes each query to the right models, tools, and agents. PS: Good reasoning is how you avoid getting your agent deleting your entire email inbox btw.

Sentient

19,245 görüntüleme • 5 ay önce

Stop hardcoding one model name in your code. Now you can give each request a policy: a small rule for what the call needs It picks the right model for the job, on your own keys This is unhardcoded, our new open source routing for AI models, live today
0:47

Stop hardcoding one model name in your code. Now you can give each request a policy: a small rule for what the call needs It picks the right model for the job, on your own keys This is unhardcoded, our new open source routing for AI models, live today

GenLayer

92,385 görüntüleme • 1 ay önce

Introducing Merge Gateway - Build Your Own Router. You're three sprints into your coding assistant. You pick the most hyped model, integrate, test, deploy. A month later, a new model drops. Now you re-test, re-integrate, re-deploy. Your product didn't change, but the benchmark did. That's how most AI teams operate. Chasing a "best" defined by people who've never seen their product. There is no best model. There's only the right one for your product, users, and use-cases. Build Your Own Router runs on your definition of good. Pick your benchmarks, weigh them, add your own evals. Merge routes every request to your winner. 👉$100 in credits to the first 200 people that comment
1:57

Introducing Merge Gateway - Build Your Own Router. You're three sprints into your coding assistant. You pick the most hyped model, integrate, test, deploy. A month later, a new model drops. Now you re-test, re-integrate, re-deploy. Your product didn't change, but the benchmark did. That's how most AI teams operate. Chasing a "best" defined by people who've never seen their product. There is no best model. There's only the right one for your product, users, and use-cases. Build Your Own Router runs on your definition of good. Pick your benchmarks, weigh them, add your own evals. Merge routes every request to your winner. 👉$100 in credits to the first 200 people that comment

Shensi Ding

3,665,799 görüntüleme • 2 ay önce

Until now, we mainly prioritized informational queries. But search is about anything you want to do. A navigational query is essentially a link/sitemap as an answer. We made it even easier to navigate the web, especially useful when you set Perplexity as your default search.
0:21

Until now, we mainly prioritized informational queries. But search is about anything you want to do. A navigational query is essentially a link/sitemap as an answer. We made it even easier to navigate the web, especially useful when you set Perplexity as your default search.

Aravind Srinivas

305,661 görüntüleme • 1 yıl önce

Launching today: the world’s first fully optimized LLM routing stack that can be embedded directly into your product, Merge Embedded Routing Stack. Model sovereignty is now table stakes for any AI product. Users and companies are demanding full control over the AI models running in your product. Right now, no company is able to do this without massive overhead. Until today. Merge makes it easy for your customers to use your product exactly the way they want to. With a single API, you can: 1. Allow customers to bring their own keys, manage their own budgets, and set policies like fallback rules, model allowlists, and more 2. Let each customer connect and switch their own models, right inside your product 3. Optimize each customer for cost, performance, or capability Without Merge, you’d be: - Building routing policies, provider integrations, and LLM key management - Giving your users zero model independence - Receiving endless customer support tickets asking “can I use 5.6 Sol?” Products that fight their customers' model strategy will lose to products that fit it. Merge is the only place that allows your users to produce the exact results they want, with the models they have access to. Give your customers the advantage, without the massive overhead costs.
1:14

Launching today: the world’s first fully optimized LLM routing stack that can be embedded directly into your product, Merge Embedded Routing Stack. Model sovereignty is now table stakes for any AI product. Users and companies are demanding full control over the AI models running in your product. Right now, no company is able to do this without massive overhead. Until today. Merge makes it easy for your customers to use your product exactly the way they want to. With a single API, you can: 1. Allow customers to bring their own keys, manage their own budgets, and set policies like fallback rules, model allowlists, and more 2. Let each customer connect and switch their own models, right inside your product 3. Optimize each customer for cost, performance, or capability Without Merge, you’d be: - Building routing policies, provider integrations, and LLM key management - Giving your users zero model independence - Receiving endless customer support tickets asking “can I use 5.6 Sol?” Products that fight their customers' model strategy will lose to products that fit it. Merge is the only place that allows your users to produce the exact results they want, with the models they have access to. Give your customers the advantage, without the massive overhead costs.

Shensi Ding

349,845 görüntüleme • 12 gün önce

Gemini 3 in AI Mode analyzes your hardest questions and builds a custom layout specific to your query — whether that’s an interactive tool or a simulation coded in real-time. Watch it visualize a complex question about the physics of photography ↓
0:33

Gemini 3 in AI Mode analyzes your hardest questions and builds a custom layout specific to your query — whether that’s an interactive tool or a simulation coded in real-time. Watch it visualize a complex question about the physics of photography ↓

Google

119,471 görüntüleme • 6 ay önce

Do you know where your most expensive tokens are going? Filter by model and find out. Every session in your org, grouped by the work it was actually doing.
0:25

Do you know where your most expensive tokens are going? Filter by model and find out. Every session in your org, grouped by the work it was actually doing.

Origin

700,922 görüntüleme • 1 ay önce

⚡ VSCode makes it easier to choose the right AI model for every task! Learn how Language Model Providers make it easy to connect local models, configure BYOK providers, and customize your AI experience.
4:32

⚡ VSCode makes it easier to choose the right AI model for every task! Learn how Language Model Providers make it easy to connect local models, configure BYOK providers, and customize your AI experience.

Visual Studio Code

34,541 görüntüleme • 15 gün önce

Meet AI Router Chat. It’s a personal chatbot arena I made that adapts to your model preferences over time. It uses Not Diamond’s new API to dynamically select the best LLM for a given query. Watch to see how it works - I’m obsessed. GitHub link below!
3:59

Meet AI Router Chat. It’s a personal chatbot arena I made that adapts to your model preferences over time. It uses Not Diamond’s new API to dynamically select the best LLM for a given query. Watch to see how it works - I’m obsessed. GitHub link below!

Mckay Wrigley

58,677 görüntüleme • 2 yıl önce

We're excited to announce duckdb-skills, a DuckDB plugin for Claude Code! We think the embedded nature of DuckDB makes it a perfect companion for Claude in your local workflows. The skills supported include: + read-file and query – uses DuckDB's CLI to query data locally, unlocking easy access to any file that DuckDB can read. + read-memories – a clever idea to store your Claude memories in DuckDB and query them at blazing speed. These are powered by two additional skills: + attach-db – gives Claude a mechanism to manage DuckDB state through a .sql file linked to your project. + duckdb-docs – uses a remote DuckDB full-text search database to query the DuckDB docs and answer all of your (and Claude's own) questions.
2:16

We're excited to announce duckdb-skills, a DuckDB plugin for Claude Code! We think the embedded nature of DuckDB makes it a perfect companion for Claude in your local workflows. The skills supported include: + read-file and query – uses DuckDB's CLI to query data locally, unlocking easy access to any file that DuckDB can read. + read-memories – a clever idea to store your Claude memories in DuckDB and query them at blazing speed. These are powered by two additional skills: + attach-db – gives Claude a mechanism to manage DuckDB state through a .sql file linked to your project. + duckdb-docs – uses a remote DuckDB full-text search database to query the DuckDB docs and answer all of your (and Claude's own) questions.

DuckDB

60,605 görüntüleme • 4 ay önce

Today we're launching Amplitude MCP MCP was made for data analytics. Ask a vague question and have an AI model iteratively query Amplitude to find you insights. Amplitude MCP exposes all of Amplitude's functionality so an agent can interact with it directly. It allows you to use Amplitude without having to know anything about Amplitude's user interface or your data taxonomy. It uses the intelligence of off the shelf AI agents, including Claude, Gemini, and Cursor, to query Amplitude data you already have to find answers. It leverages all of your existing Amplitude data and how it's used to navigate through large complex behavioral datasets. You can have conversations about your product data directly inside any AI model with MCP. It can create Amplitude dashboards and notebooks with what it finds and even make recommendations. This is the best MCP use case I've ever seen. Watching an AI agent think, reason, query Amplitude, and then repeat that process iteratively is magical. See it in action:
3:08

Today we're launching Amplitude MCP MCP was made for data analytics. Ask a vague question and have an AI model iteratively query Amplitude to find you insights. Amplitude MCP exposes all of Amplitude's functionality so an agent can interact with it directly. It allows you to use Amplitude without having to know anything about Amplitude's user interface or your data taxonomy. It uses the intelligence of off the shelf AI agents, including Claude, Gemini, and Cursor, to query Amplitude data you already have to find answers. It leverages all of your existing Amplitude data and how it's used to navigate through large complex behavioral datasets. You can have conversations about your product data directly inside any AI model with MCP. It can create Amplitude dashboards and notebooks with what it finds and even make recommendations. This is the best MCP use case I've ever seen. Watching an AI agent think, reason, query Amplitude, and then repeat that process iteratively is magical. See it in action:

Spenser Skates

32,315 görüntüleme • 9 ay önce

They want you to believe the iPhone evolved naturally, “to make your life easier.” But the truth is simple: every feature that makes your life easier makes you easier to control. From day one, the iPhone was never a tool of freedom. It was a surveillance device disguised as progress. If you want to know what transhumanism really is, what it does, why it exists, and who’s behind it, my series will show you.
1:22

They want you to believe the iPhone evolved naturally, “to make your life easier.” But the truth is simple: every feature that makes your life easier makes you easier to control. From day one, the iPhone was never a tool of freedom. It was a surveillance device disguised as progress. If you want to know what transhumanism really is, what it does, why it exists, and who’s behind it, my series will show you.

Dimitri Revolt

46,796 görüntüleme • 8 ay önce

This tool shows which parts of the page will represent it in Google's AI search: Google takes bits and pieces of text from pages and assembles a small query-specific extractive summary for each grounding source and this forms a broader model context together with personalization, user prompt and any attached media. Apart from your branding this is all you have to influence the model.
0:33

This tool shows which parts of the page will represent it in Google's AI search: Google takes bits and pieces of text from pages and assembles a small query-specific extractive summary for each grounding source and this forms a broader model context together with personalization, user prompt and any attached media. Apart from your branding this is all you have to influence the model.

DEJAN

22,101 görüntüleme • 5 ay önce

🚨 Your search history is no longer private. Every Google query, every address, every name, every protest location can sit in a corporate database for years, waiting for the government to weaponize it. @Thomas_Drakel joins us.
2:18

🚨 Your search history is no longer private. Every Google query, every address, every name, every protest location can sit in a corporate database for years, waiting for the government to weaponize it. @Thomas_Drakel joins us.

Redacted

13,335 görüntüleme • 1 ay önce

Your Body Count Isn’t Weird You’re not “behind”… you’re just being lied to by the internet a little. Most people aren’t out here with crazy numbers, even though it feels like it. The loudest stories just get the most attention. Your experience doesn’t define your value… and it definitely doesn’t define how good you are in bed.
2:30

Your Body Count Isn’t Weird You’re not “behind”… you’re just being lied to by the internet a little. Most people aren’t out here with crazy numbers, even though it feels like it. The loudest stories just get the most attention. Your experience doesn’t define your value… and it definitely doesn’t define how good you are in bed.

Kate Shelor

19,350 görüntüleme • 3 ay önce

Vector DBs can't reason. Top-k similarity ranks chunks one at a time against a query. That's fine for single-hop fact lookups, and it breaks the moment a question needs information stitched across multiple chunks. That's what the FalkorDB GraphRAG-Bench results expose. The gap is widest on Complex Reasoning (83.61) and Contextual Summarization (85.08), the exact query types where retrieval needs to traverse relations between entities, not score chunks in isolation. Worth a closer look if your workload leans long-form. GraphRAG SDK is 100% open-source:
0:23

Vector DBs can't reason. Top-k similarity ranks chunks one at a time against a query. That's fine for single-hop fact lookups, and it breaks the moment a question needs information stitched across multiple chunks. That's what the FalkorDB GraphRAG-Bench results expose. The gap is widest on Complex Reasoning (83.61) and Contextual Summarization (85.08), the exact query types where retrieval needs to traverse relations between entities, not score chunks in isolation. Worth a closer look if your workload leans long-form. GraphRAG SDK is 100% open-source:

Akshay 🚀

35,741 görüntüleme • 3 ay önce

The biggest model is no longer the advantage. The right model is. Generic AI can do a little of everything, but it rarely optimizes for what matters in production. Oumi is changing that by making custom models fast and accessible. It feels like we are entering the era of building your own AI. Manos Koukoumidis Oumi
0:36

The biggest model is no longer the advantage. The right model is. Generic AI can do a little of everything, but it rarely optimizes for what matters in production. Oumi is changing that by making custom models fast and accessible. It feels like we are entering the era of building your own AI. Manos Koukoumidis Oumi

Leonardo

15,571 görüntüleme • 3 ay önce

Palantir CEO Alex Karp on why the model is not the moat. The application layer is: "To make them valuable in an enterprise, like a battlefield, regulated, or manufacturing context, you have to have what's called an application layer." "We have this thing called ontology that now everyone's copying. It takes a large language model and makes it safe and useful and precise." "Safe because it doesn't touch your underlying data." "Safe because it prevents the large language model from caching your data and replicating your business." The tell for any enterprise AI pitch: ask what sits between the model and your data. If the answer is nothing, you are not buying leverage. You are renting a fast way to hand your business to whoever owns the weights. Alex Karp, CEO of Palantir, on CNBC.
0:24

Palantir CEO Alex Karp on why the model is not the moat. The application layer is: "To make them valuable in an enterprise, like a battlefield, regulated, or manufacturing context, you have to have what's called an application layer." "We have this thing called ontology that now everyone's copying. It takes a large language model and makes it safe and useful and precise." "Safe because it doesn't touch your underlying data." "Safe because it prevents the large language model from caching your data and replicating your business." The tell for any enterprise AI pitch: ask what sits between the model and your data. If the answer is nothing, you are not buying leverage. You are renting a fast way to hand your business to whoever owns the weights. Alex Karp, CEO of Palantir, on CNBC.

Karl Mehta

31,891 görüntüleme • 24 gün önce

You came to earth as a soul. That soul has a purpose. You may not remember what it is. But you can feel it. Every time something pulls you in a direction that makes no logical sense — that is your purpose calling. The schools blocked it. Your parents blocked it. Society blocked it. That was part of the plan. Because to truly fulfill your purpose you have to overcome something first. You are not here by accident. You are not here for no reason. You are exactly where you need to be. Trust your intuition. It knows why you are here even when you don't.
2:22

You came to earth as a soul. That soul has a purpose. You may not remember what it is. But you can feel it. Every time something pulls you in a direction that makes no logical sense — that is your purpose calling. The schools blocked it. Your parents blocked it. Society blocked it. That was part of the plan. Because to truly fulfill your purpose you have to overcome something first. You are not here by accident. You are not here for no reason. You are exactly where you need to be. Trust your intuition. It knows why you are here even when you don't.

Predictive History

14,359 görüntüleme • 1 ay önce

OpenClaw becomes 100x better when you build it a Mission Control Mission Control is a custom dashboard that lets your Claw build any tool it needs Without one, your OpenClaw is so much worse In this video I go over my ENTIRE mission control and show you how to set up your own
16:13

OpenClaw becomes 100x better when you build it a Mission Control Mission Control is a custom dashboard that lets your Claw build any tool it needs Without one, your OpenClaw is so much worse In this video I go over my ENTIRE mission control and show you how to set up your own

Alex Finn

325,963 görüntüleme • 4 ay önce