https://www.opengpt.com/it/agents/bfcl-v4-02-claude-sonnet-4-5-20250929-fc
Tool-calling model signal: BFCL V4 · Claude-Sonnet-4-5-20250929 (FC) | OpenGPT
BFCL V4 · Claude-Sonnet-4-5-20250929 (FC): 73.24% Overall accuracy. BFCL model and function-calling evaluation result. This is not a full Agent configuration...
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https://heypinchy.com/de/zuverlaessigkeit/modelle/minimax-m3
Ist minimax-m3 zuverlässig für KI-Agenten? Tool-Calling-Zuverlässigkeitsprofil
Das vorsichtigste Modell im Feld und der Beleg dafür, dass Ehrlichkeit und Fähigkeit verschiedene Achsen sind. minimax-m3 (MiniMax) getestet als autonomer...
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https://datalakehousehub.com/knowledgebase/tool-calling/
What is Tool Calling? | Expert Data Lakehouse & AI Glossary
A specific AI capability where models autonomously interact with external programmatic functions or databases to execute deterministic tasks.
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https://developers.openai.com/api/docs/guides/async-tool-calling
Async tool calling | OpenAI API
Start asynchronous tool calls, deliver results later, and let the model wait for specific results when needed.
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https://www.opengpt.com/pt-BR/agents/bfcl-v4-14-deepseek-v3-2-exp-prompt-thinking
Tool-calling model signal: BFCL V4 · DeepSeek-V3.2-Exp (Prompt + Thinking) | OpenGPT
BFCL V4 · DeepSeek-V3.2-Exp (Prompt + Thinking): 56.73% Overall accuracy. BFCL model and function-calling evaluation result. This is not a full Agent...
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https://www.opengpt.com/ar/agents/bfcl-v4-31-qwen3-235b-a22b-instruct-2507-fc
Tool-calling model signal: BFCL V4 · Qwen3-235B-A22B-Instruct-2507 (FC) | OpenGPT
BFCL V4 · Qwen3-235B-A22B-Instruct-2507 (FC): 47.99% Overall accuracy. BFCL model and function-calling evaluation result. This is not a full Agent...
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https://changelog.graphlit.dev/december-2025/readme-14
December 31: Support for tool calling in prompt() mutation, user-based memory, fact extraction |...
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https://mortaljobs.com/interview-prep/tool-calling-interview-questions/
Tool Calling Interview Preparation Guide | MortalJobs
Practice Tool Calling Interview Questions with adaptive MCQ tests. Covers Function Calling, LLM Tool Execution, JSON Schema Validation and more. 5 questions,...
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https://dailyaiworld.com/blogs/google-releases-gemini-40-flash-10m-token-context-window
Google Releases Gemini 4.0 Flash: 10M Token Context Window and Native Tool Calling in a Single API...
Aug 22, 2026 - Google released Gemini 4.0 Flash today with a 10M token context window, native MCP-compatible tool calling, and $0.15/M input token pricing. The model proc...
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https://www.opengpt.com/ar/agents/bfcl-v4-12-grok-4-1-fast-non-reasoning-fc
Tool-calling model signal: BFCL V4 · Grok-4-1-fast-non-reasoning (FC) | OpenGPT
BFCL V4 · Grok-4-1-fast-non-reasoning (FC): 58.29% Overall accuracy. BFCL model and function-calling evaluation result. This is not a full Agent configuration...
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https://www.opengpt.com/es/agents/bfcl-v4-02-claude-sonnet-4-5-20250929-fc
Tool-calling model signal: BFCL V4 · Claude-Sonnet-4-5-20250929 (FC) | OpenGPT
BFCL V4 · Claude-Sonnet-4-5-20250929 (FC): 73.24% Overall accuracy. BFCL model and function-calling evaluation result. This is not a full Agent configuration...
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https://www.trustintechnologies.com/insights/ai-agent-implementation-patterns
Designing Autonomous AI Agents: State Machines and Tool Calling | Insights | Trustin Technologies |...
Mar 10, 2026 - Learn how to build production-grade multi-step AI agents that call APIs, manage complex state, and incorporate human-in-the-loop approvals safely.
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https://newsletter.scalablethread.com/p/how-tool-calling-works-in-llms
How Tool Calling Works in LLMs - by Sid
Jun 20, 2025 - Understanding the Internals of Tool Calling in Large Language Models
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https://dev.infolabhq.com/pt/insight/minimize-game-runtime-inference-costs-coding-agents/
Chega de GPU Parada Por Que Agentes de Código São Melhores que Tool-Calling para IA em Jogos |...
Apr 25, 2026 - Agentes de linguagem em jogos competem com a renderização por GPU. Este artigo mostra como agentes de código—gerando scripts Lua—reduzem drasticamente as...
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https://www.deepgadget.com/blog/how-ai-agents-work-llm-tool-calling/
AI 에이전트 작동 원리: LLM과 Tool Calling - deep gadget by ManyCoreSoft
Sep 8, 2026 - AI 에이전트와 LLM의 관계, Tool Call의 생성과 실행, SFT·RL 학습, 권한·평가, 온프레미스 인프라를 일정 예약 예제로 설명합니다. | AI인프라 상식
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https://www.coursera.org/fr-FR/learn/advanced-mcp-tool-calling-ai-agents
Advanced MCP & Tool Calling for AI Agents | Coursera
Proposé par LearnKartS. Transform the way AI operates! Building intelligent, autonomous AI agents begins with mastering MCP ... Inscrivez-vous gratuitement.
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https://community.cometapi.com/t/verify-tool-calling-support-before-enabling-cometapi-agent-execution/728
Verify tool-calling support before enabling CometAPI agent execution - General - CometAPI
Sep 14, 2026 - Verify tool-calling support before enabling CometAPI agent execution If an AI SDK accepts a tools object, that is not yet a reason to turn on agent execution...
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https://sonar.dphn.ai/features/tool-calling/
Tool calling | Sonar
Parse model output into OpenAI-compatible tool calls.
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https://blog.mlc.ai/2026/05/04/xgrammar-2-fast-customizable-structured-generation
MLC | XGrammar-2: Fast and Customizable Structured Generation for Tool Calling and Agents
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https://openprompts.eu/system-prompt/crush-small-model-tool-calling/
Crush: Small-Model Tool-Calling Prompt (Aden) · OpenPrompts
The full agent system prompt ("Aden") that fixes tool-calling for small local models in Crush. Its strict act-don't-ask loop, read-before-edit and...
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https://datatunnel.io/tldr_listing/mastering-programmatic-tool-calling/
Mastering Programmatic Tool Calling - Datatunnel
Explore the impact of programmatic tool calling, enhancing efficiency and AI versatility. Join AI Jason for insights and examples.
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https://stevenfoerster.com/tutorials/building-a-minimal-tool-calling-agent/
Building a Minimal Tool-Calling Agent You Can Harden · Steven Foerster
Jun 22, 2026 - Build miniagent: a bare-bones Python tool-calling agent with shell, file, and HTTP access, then map the attack surface it creates.
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https://www.utcp.io/next/api/plugins/communication_protocols/socket/src/utcp_socket/tcp_communication_protocol
tcp_communication_protocol | Universal Tool Calling Protocol (UTCP)
File: plugins/communicationprotocols/socket/src/utcpsocket/tcpcommunicationprotocol.py
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https://nomadx.ae/blog/cheapest-llms-chatbots-tool-calling-2026/
Cheapest LLMs for Chatbots with Tool Calling (2026) | NomadX
Aug 6, 2026 - The cheapest LLMs for chatbots with reliable tool calling in 2026, compared on price and function-calling accuracy - and why cheapest on paper is not always...
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https://www.usefulparadigm.com/2025/07/22/universal-tool-calling-protocol-utcp-ai-%EB%8F%84%EA%B5%AC-%ED%86%B5%ED%95%A9%EC%9D%84-%EC%9C%84%ED%95%9C-%EC%B0%A8%EC%84%B8%EB%8C%80-%ED%94%84%EB%A1%9C%ED%86%A0%EC%BD%9C-%ED%91%9C%EC%A4%80/
Universal Tool Calling Protocol (UTCP): AI 도구 통합을 위한 차세대 프로토콜 표준 – 유스풀패러다임
Jul 23, 2025 - UTCP는 AI 도구 통합의 복잡성을 크게 줄여주는 혁신적인 접근 방식을 제공합니다. 기존 인프라를 그대로 활용하면서도 표준화된 방식으로 도구를 통합할 수 있어, 개발 시간과 유지보수 비용을 대폭 절감할 수 있습니다.
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https://foundrysoft.co/blog/mcp-vs-native-tool-calling-enterprise
MCP vs Native Tool Calling: Protocol Contracts and Blast Radius at Enterprise Scale · FoundrySoft
Sep 4, 2026 - Model-native function calling gets demos running in an afternoon. As soon as you scale to dozens of internal services, non-human identities, and cross-team...
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https://www.infinititechpartners.com/insights/llm-structured-outputs-tool-calling
Structured Outputs and Tool Calling: Making an LLM Return Something You Can Use | Infiniti Tech...
The gap between a demo and a product is usually parsing. How to get reliable structured output from a model, and where tool calling really breaks.
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https://oavoservice.com/en/articles/anthropic-system-design-interview-llm-rag-2026
Anthropic System Design Interview 2026|LLM Serving + RAG + Tool-Calling Agent VO Assist Walkthrough...
Full breakdown of Anthropic's 2026 system design interview — long-context inference serving, 100M-doc RAG, tool-calling agent, and model evaluation pipeline —...
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https://extended-developments.com/en/services/ai-agents-chatbots/tool-calling
Tool Calling | Extended Developments
Secure tool interfaces that let AI applications read approved data or perform bounded actions with validation, permissions, and confirmation steps.
tool callingextendeddevelopments
https://www.opengpt.com/ar/agents/bfcl-v4-26-gemini-2-5-flash-prompt
Tool-calling model signal: BFCL V4 · Gemini-2.5-Flash (Prompt) | OpenGPT
BFCL V4 · Gemini-2.5-Flash (Prompt): 50.90% Overall accuracy. BFCL model and function-calling evaluation result. This is not a full Agent configuration or...
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https://datatunnel.io/keyword/tool-calling/
tool calling Archives - Datatunnel
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https://www.opengpt.com/de/agents/bfcl-v4-12-grok-4-1-fast-non-reasoning-fc
Tool-calling model signal: BFCL V4 · Grok-4-1-fast-non-reasoning (FC) | OpenGPT
BFCL V4 · Grok-4-1-fast-non-reasoning (FC): 58.29% Overall accuracy. BFCL model and function-calling evaluation result. This is not a full Agent configuration...
tool callingmodelsignalgrokfast
https://docs.speko.ai/guides/tool-calling
Tool calling | Speko Docs
Give a Speko voice agent the ability to invoke webhook tools mid-call. Register once in the dashboard, fire from any voice session.
tool callingdocs
https://productwatch.io/products/utcp
UTCP - The scalable, secure alternative to MCP for tool calling | Product Watch
UTCP (Universal Tool Calling Protocol) is an open standard that lets AI agents call tools directl... | Launched on Product Watch
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https://understandingdata.com/posts/tool-calling-guardrails-article/
How to Make Tool Calling Safe, Secure and With Guard Rails - Just Understanding Data
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https://qurtoo.com/blog/tag/programmatic-tool-calling
programmatic tool calling -- Qurtoo
Articles tagged with programmatic tool calling on Qurtoo.
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https://arcfu.com/post/claude-json-solution/
How Claude avoids JSON accuracy issue in tool calling
Apr 13, 2025 - Personal blog and portfolio
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https://mikelev.in/futureproof/universal-translator-ai-tool-calling/
The Universal Translator: A Graceful Degradation Strategy for AI Tool Calling | Mike Levin SEO AI...
Jul 12, 2025 - After reflecting on the dangers of letting buggy code poison my git history, I see that merging my latest experimental branch is premature. Before I can move...
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https://community.cometapi.com/t/swapped-deepseek-for-glm-5-3-flash-on-hermes-tool-calling-finally-works/52
Swapped DeepSeek for GLM-5.3 Flash on Hermes, tool calling finally works - General - CometAPI
Sep 1, 2026 - Hey everyone, Been running Hermes on a cheap VPS for a couple of months now, mostly just firing prompts at it through Telegram when I’m away from my desk. I...
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https://docs.agentfront.dev/enclave/v/2.15/examples/tool-calling
Tool Calling - AgentFront
Examples of tool calling patterns with validation and error handling
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https://www.krishnaik.in/ai-tutorials/mcp/tools-without-mcp
Why MCP exists: tool calling explained · Model Context Protocol tutorial
Tool calling without MCP is the hand-written pattern where each application describes your function and dispatches to it in its own format.
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https://www.kunal-pathak.com/blog/agentic-ai/
Understanding Agentic AI and Tool Calling: A Simple Chatbot Demo - Kunal Pathak
Explore how agentic AI chatbots combine LLM reasoning with dynamic tool calling to search information and execute automated actions on GitHub.
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https://www.opengpt.com/de/agents/bfcl-v4-27-gpt-4-1-mini-2025-04-14-fc
Tool-calling model signal: BFCL V4 · GPT-4.1-mini-2025-04-14 (FC) | OpenGPT
BFCL V4 · GPT-4.1-mini-2025-04-14 (FC): 50.45% Overall accuracy. BFCL model and function-calling evaluation result. This is not a full Agent configuration or...
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https://www.opengpt.com/pt-BR/agents/bfcl-v4-29-qwen3-32b-fc
Tool-calling model signal: BFCL V4 · Qwen3-32B (FC) | OpenGPT
BFCL V4 · Qwen3-32B (FC): 48.71% Overall accuracy. BFCL model and function-calling evaluation result. This is not a full Agent configuration or...
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https://ijcesen.com/index.php/ijcesen/article/view/4872/1809
View of Tool Use and External System Integration in Conversational AI: From Function Calling to...
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https://community.revgenius.com/x/chat-startup-pitches/msg_tPIYwG7lnCGK/private-sales-dialer-with-crm-integration-to-reduc
Private Sales Dialer with CRM Integration to Reduce Calling and Tool Costs | RevGenius
Sep 7, 2026 - Discover a private sales dialer with calling, SMS, and CRM integrations that eliminates monthly per-seat fees and reduces your sales tool costs.
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https://www.cuantum.tech/app/section/63-tool-use-and-api-chaining-1deba44c15f4817498a3f78ff8f1009a
Chapter 6: Function Calling and Tool Use | 6.3 Tool Use and API Chaining | OpenAI API Bible Volume...
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