function-calling

Turn a stream of token into a parsable JSON object as soon as possible. Enable Streaming UI for AI app based on LLM.

🧩 / 🕸 WebsiteCrawler - This plugin automatically crawls the main content of a specified URL webpage and uses it as context input.

Runtime guardrails for AI agent tool calls: response verification, budgets, circuit breakers, rate limiting, and tracing.

This example adds a confirmation layer to the DevExpress Blazor AI Chat component that intercepts AI tool calls, prompts for confirmation, and proceeds only with user approval.

Constraint-aware corporate procurement agent. Gemini 2.5 Flash function calling + WebMCP-style manifest discovery + server-side budget guardrails. Live supplier portal at the homepage URL; agent dashboard runs locally at http://localhost:8000.

Implement function calling with the DevExpress Blazor DxAIChat component.

Identify and validate lucrative AI agency niches using this Python command line interface tool.

Helps you create a wrapper over LLM Models that makes them do func-ky stuff!

Robust extraction of structured payloads from LLM output via sentinel blocks (<<<TAG>>> … <<<END>>>). Survives quotes, newlines & braces that break JSON.parse. 10 language ports, one spec.

Field notes: two failure modes in small-model agent harnesses — stubbed memory reads & regex-parsed tool calls. Live page + library comparison.

WebMCP demo: Kuro Roasters coffee shop with Gemini function calling

A line-art room you talk to. A 45M-parameter model runs in your browser and turns what you say into device calls. One HTML file, no server.

AI nutrition agent that tailors meal recommendations to medical conditions, medications, and bloodwork — Flask, LangChain, Claude, AWS ECS

CRM-система с AI-ассистентом на базе Groq API и function calling

Automate rebar inspection by matching site photos to design drawings to verify construction compliance within BIM workflows.

An AI-powered real estate research assistant. Built with Python, FastAPI, and a hallucination-resistant Tool-Calling Agent architecture to query structured data via natural language.

Integrate GraphRAG and agentic AI for plant operations investigations, compliance, and citation-backed answers.

Supercharge Claude Code with MiniMax AI Agents for Smarter Code Reviews in 2026

Azure AI agent that takes a plain-English situation description, assesses severity via GPT-4.1-mini, and simultaneously dispatches alerts to Microsoft Teams and Outlook. Built two ways: browser HTML file (chat completions + function calling) and natively in Azure AI Foundry (Assistants API + OpenAPI tools).

Production-grade real-time AI conversation framework with WebSocket streaming, automatic session persistence, tool execution, and intelligent post-session analytics. Built with FastAPI, Groq LLM, and Supabase.