#Term: #ToolCalling

"Tool calling (often called #FunctionCalling) is a technical capability in modern #Ai systems-specifically Large Language Models (LLMs)-that allows the #Model to interact with external tools, APIs, or databases to perform tasks beyond its own train...

https://with.ga/b9ih5

#Term: #ToolCalling

"Tool calling (often called #FunctionCalling) is a technical capability in modern #Ai systems-specifically Large Language Models (LLMs)-that allows the #Model to interact with external tools, APIs, or databases to perform tasks beyond its own train...

https://with.ga/b9ih5

LLMs are powerful — but MCP makes them useful.

MCP connects large language models to real-world tools & services → APIs → Databases → Workflows

So LLMs don’t just talk. They act.

#AIInfrastructure #AIDevelopers #ToolCalling #AIEngineering #AgenticAI #DeveloperTools #AIWorkflows #FutureOfAI #MCP

TOUCAN: 1.5M Datos Agent-Tool para LLMs. Supera a modelos cerrados en BFCL V3 y MCP YouTube video by En la mente de la máquina, Inteligencia Artificial

¡TOUCAN ya es público! 🚀 1.5M de datos Agent-Tool reales (MCP) para entrenar Agentes LLM. Modelos ajustados superan a rivales cerrados en BFCL V3 y MCP-Universe. La clave para el #ToolCalling avanzado y #MultiTurn. ¡Impulsa tu IA! youtu.be/utRKdPNQVG4 #TOUCAN #OpenSource

Local LLMs with openAI-compliant tool-calling course

9 chapters. 3 weeks. (8/11/-8/29)

Chapter 9: Interactive UI - Visualizing Model Responses

github.com/jrbrowning/o...

#LocalLLM #OpenSource #ToolCalling #OllamaToolsAPI #OAIToolsUI #FastAPI

Local LLMs with openAI-compliant tool-calling course

9 chapters. 3 weeks. (8/11/-8/29)

Chapter 8: State Management - Capturing LLM Interactions with Zustand

github.com/jrbrowning/o...

#LocalLLM #OpenSource #ToolCalling #OllamaToolsAPI #OAIToolsUI #FastAPI

Local LLMs with openAI-compliant tool-calling course

9 chapters. 3 weeks. (8/11/-8/29)

Chapter 7: React SPA Foundation - TypeScript, Vite & shadcn

github.com/jrbrowning/o...

#LocalLLM #OpenSource #ToolCalling #OllamaToolsAPI #OAIToolsUI #FastAPI

Local LLMs with openAI-compliant tool-calling course

9 chapters. 3 weeks. (8/11/-8/29)

Chapter 6: Backend Retrospective - Preparing for Frontend Integration

github.com/jrbrowning/o...

#LocalLLM #OpenSource #ToolCalling #OllamaToolsAPI #FastAPI

LiveMCP-101: Benchmarking AI Tool Use
New benchmark with 101 real-world queries testing AI agents on multi-step tasks using diverse MCP tools (search, file ops, math, data analysis).

Key points:
• Ground-truth execution plans for realistic evaluation
• Frontier LLMs succeed <60% → major […]

Local LLMs with openAI-compliant tool-calling course

9 chapters. 3 weeks. (8/11/-8/29)

Chapter 5: Response Synthesis - Natural Language from Tool Results

github.com/jrbrowning/o...

#LocalLLM #OpenSource #ToolCalling #OllamaToolsAPI #FastAPI

Local LLMs with openAI-compliant tool-calling course

9 chapters. 3 weeks. (8/11/-8/29)

Chapter 4: Tool-Calling Toolkit - Structured LLM Interactions

github.com/jrbrowning/o...

#LocalLLM #OpenSource #ToolCalling #OllamaToolsAPI #FastAPI

Local LLMs with openAI-compliant tool-calling course

9 chapters. 3 weeks. (8/11/-8/29)

Chapter 3: SSE Streaming - Real-Time Chat Responses

github.com/jrbrowning/o...

#LocalLLM #OpenSource #ToolCalling #OllamaToolsAPI #FastAPI

Local LLMs with openAI-compliant tool-calling course

9 chapters. 3 weeks. (8/11/-8/29)

Chapter 2: FastAPI Gateway - Your OpenAI-Compatible Server

github.com/jrbrowning/o...

#LocalLLM #OpenSource #ToolCalling #OllamaToolsAPI #FastAPI

Local LLMs with openAI-compliant tool-calling course

9 chapters. 3 weeks.

Chapter 1: Poetry, Docker, Ollama, 5 local models.

github.com/jrbrowning/o...

#LocalLLM #OpenSource #ToolCalling #OllamaToolsAPI

How to build an AI Assistant with LangGraph and Next.js Learn how to build a tool-calling AI agent using LangGraph, Next.js, and Auth0. Integrate your own API as tools. Use Google

I've been diving deep into the world of AI lately. My latest blog post explores how to build an AI agent that can call internal and external APIs using LangGraph and Auth0 Token Vault. 🗓️ You can check it out to learn how to use it! #AI #GenAI #LangGraph #ToolCalling

auth0.com/blog/genai-t...

Captain’s Log, Stardate Java: Building a Quarkus-Powered AI Sci-Fi App with Langchain4j and Ollama. Use the power of local LLMs, Quarkus magic, and Langchain4j tool calling to generate dynamic, weekday-aware space captain logs
buff.ly/pvOMsYd
#Java #Quarkus #LangChain4j #ToolCalling #CaptainsLog

Local LLM Tool Calling: Which LLM Should You Use? | DockerTool Calling with Local LLMs: A Practical Evaluation | Docker Find the best local LLM for tool calling to use on your agentic applications with this carefully tested leaderboard from Docker.

🧪 Which local LLM is best at tool calling?

We built a framework to test models in real-world agent apps—like a chat-based shopping bot with real tool use.

Full leaderboard + insights + evaluation tools: bit.ly/44bKoRt

#AI #LLM #ToolCalling #Docker #DevTools

Understanding AI Agent using Pure Typescript, No Framework สร้าง AI Agent ด้วย typescript แบบไม่ใช้ framework ใช้แค่ Typescript กับ REST Api เท่านั้น

Hi forks
here is my blog about **Understanding AI Agent using Pure Typescript, No Framework**

Blog written in Thai but LLM might help you translate

codesook.dev/blogs/05-ai-...

#AIAgent #Typescript #Ollama #ToolCalling

Extending Semantic Kernel with MCP and Google Gemini: Real‑Time Weather Agent Introduction In our previous article, you learned how to expose a weather API using [McpServerToolType] and [McpServerTool]. In this follow-up, we’ll integrate that same API with Semantic Kernel, b…

🌤️ What if your LLM could check the weather using your own .NET REST API?
Learn how to connect Semantic Kernel, Google Gemini 2.5 Flash, and your MCP server to build a real-time weather agent.
👉 elguerre.com/2025/06/18/e...
#AI #DotNet #SemanticKernel #GoogleGemini #LLM #ToolCalling #MCP #CSharp

Thinking more about agentic frameworks like Pydantic AI. Which open models would you recommend for tool calling ability? #localai #agents #toolcalling @hf.co

For me, the conference started on Tuesday with my workshop "getting started with AI (agents) in the browser".
10 people, 8 hours and we went from simple LLMs (on device) to #ToolCalling, frameworks, and even looked into #MCP. It was intense, fun and very well received😊