Weekly recap, May 11–17, 2026

This week we published 48 step-by-step tutorials for small-business AI. Each one is a complete, downloadable project that solves a specific business problem — from answering after-hours calls to extracting invoice data and controlling AI spending. No new packages or repos landed this week, but the tutorials cover a wide surface of use cases using our existing building blocks.

New tutorials

OpenAI Voice Agent for Appointment Scheduling

Answers after-hours calls for small practices like dental clinics. It classifies caller intent, books appointments automatically, and tracks per‑call AI costs. Built with the agent‑mesh ecosystem: gateway, classifier, handoff, session, budget engine, and observability.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-mesh-gateway, @reaatech/agent-handoff, @reaatech/agent-mesh-classifier, @reaatech/agent-mesh-session, @reaatech/agent-budget-engine, @reaatech/agent-mesh-observability, on OpenAI · 75 tests / 99.69% coverage.

Vercel AI Gateway RAG Knowledge Base for Customer Support

Indexes help articles and answers customer questions in real time via Vercel AI Gateway. It supports multi‑turn conversations, per‑query budget controls, and retrieval quality evaluation. Built with memory embedding, retrieval, mesh gateway, session, budget engine, eval harness, and storage.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-memory-embedding, @reaatech/agent-memory-retrieval, @reaatech/agent-mesh-gateway, @reaatech/agent-mesh-session, @reaatech/agent-budget-engine, @reaatech/agent-eval-harness-suite, @reaatech/agent-memory-storage, on Vercel AI Gateway · 52 tests / 96.19% coverage.

Multi-Agent Observability for Small Business Support

Unified dashboard tracking latency, cost, and failures across multiple AI agents. Records every interaction, enables replay debugging, and pushes telemetry to Langfuse. Built with runbook observability, eval harness observability, mesh observability, budget OTEL bridge, and replay core.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-runbook-observability, @reaatech/agent-eval-harness-observability, @reaatech/agent-mesh-observability, @reaatech/agent-budget-otel-bridge, @reaatech/agent-replay-core, on agnostic · 64 tests / 97.07% coverage.

LangChain Agent Eval Harness for Small Business Reliability

CLI tool to continuously evaluate AI agents with golden datasets, judge scoring, and latency benchmarks. Helps SMBs catch regressions before customer impact. Built with eval harness suite, golden, judge, latency, and observability.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-eval-harness-suite, @reaatech/agent-eval-harness-golden, @reaatech/agent-eval-harness-judge, @reaatech/agent-eval-harness-latency, @reaatech/agent-eval-harness-observability, on LangChain · 67 tests / 100.00% coverage.

Multi-Agent Handoff Mesh for Small Business Customer Support

Routes customer messages to specialized AI agents (sales, support, booking) with seamless context handoff and budget enforcement. Built with gateway, router, handoff, registry, protocol, and budget engine.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-mesh-gateway, @reaatech/agent-mesh-router, @reaatech/agent-handoff, @reaatech/agent-mesh-registry, @reaatech/agent-handoff-protocol, @reaatech/agent-budget-engine, on agnostic · 98 tests / 96.84% coverage.

Vertex AI Voice Agent for Field Service Dispatch

Automates incoming calls for field service businesses (plumbing, HVAC), classifies needs, and dispatches to the right team. Built with handoff routing, mesh session, memory, budget engine, and health checks.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-handoff-routing, @reaatech/agent-mesh-session, @reaatech/agent-memory, @reaatech/agent-budget-engine, @reaatech/agent-runbook-health-checks, on Vertex AI · 86 tests / 94.64% coverage.

OpenAI Code Sandbox for SMB Financial Modeling

Securely runs AI‑generated Python code in isolated E2B sandboxes for financial analysis, with access controls and chaos resilience. Built with handoff routing, mesh gateway, health checks, and chaos core.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-handoff-routing, @reaatech/agent-mesh-gateway, @reaatech/agent-runbook-health-checks, @reaatech/agent-chaos-core, on OpenAI · 94 tests / 99.42% coverage.

Anthropic AI Spend Tracker for SMB Agent Workflows

Real‑time dashboard to monitor Anthropic costs per agent, with budget enforcement and auto‑downgrade. Built with spend tracker, budget engine, runbook observability, eval harness observability, and budget CLI.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-budget-spend-tracker, @reaatech/agent-budget-engine, @reaatech/agent-runbook-observability, @reaatech/agent-eval-harness-observability, @reaatech/agent-budget-cli, on Anthropic · 123 tests / 96.42% coverage.

Anthropic Document Pipeline for SMB Accounting

Automated invoice processing with Claude, schema validation, retries, and per‑document cost tracking. Built with mesh gateway, router, handoff, eval harness gate, budget engine, runbook agent, and memory.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-mesh-gateway, @reaatech/agent-mesh-router, @reaatech/agent-handoff, @reaatech/agent-eval-harness-gate, @reaatech/agent-budget-engine, @reaatech/agent-runbook-agent, @reaatech/agent-memory, on Anthropic · 109 tests / 99.29% coverage.

Vertex AI Budget Guardrails for Multi-Agent Systems

Per‑agent budget limits and automatic model routing on Vertex AI. Middleware blocks requests when limits are hit. Built with budget engine, LLM router plugin, spend tracker, middleware, pricing, and cost eval.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-budget-engine, @reaatech/agent-budget-llm-router-plugin, @reaatech/agent-budget-spend-tracker, @reaatech/agent-budget-middleware, @reaatech/agent-budget-pricing, @reaatech/agent-eval-harness-cost, on Vertex AI · 40 tests / 95.19% coverage.

AWS Bedrock AI Incident Runbook for DevOps-light SMBs

Automated incident response and rollback for AI agents using Bedrock for triage. Built with runbook, agent, alerts, failure modes, observability, rollback, and service map.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-runbook, @reaatech/agent-runbook-agent, @reaatech/agent-runbook-alerts, @reaatech/agent-runbook-failure-modes, @reaatech/agent-runbook-observability, @reaatech/agent-runbook-rollback, @reaatech/agent-runbook-service-map, on AWS Bedrock · 47 tests / 100.00% coverage.

OpenRouter Lead Intake Agent for Small Business

Never lose a lead: classifies, enriches, and hands off leads 24/7 via OpenRouter. Uses mesh gateway, classifier, router, handoff, memory, and auth proxy.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-mesh-gateway, @reaatech/agent-mesh-classifier, @reaatech/agent-mesh-router, @reaatech/agent-handoff, @reaatech/agent-memory, @reaatech/agent-auth-proxy-core, on OpenRouter · 31 tests / 99.68% coverage.

AWS Bedrock MCP Server for Small Business DevOps Runbooks

MCP server exposing Bedrock‑powered runbook automation (health checks, incident triage, rollback) to any AI assistant. Built with runbook MCP, health checks, incident, service map, rollback, and mesh MCP server.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-runbook-mcp, @reaatech/agent-runbook-health-checks, @reaatech/agent-runbook-incident, @reaatech/agent-runbook-service-map, @reaatech/agent-runbook-rollback, @reaatech/agent-mesh-mcp-server, on AWS Bedrock · 117 tests / 96.93% coverage.

Azure AI Agent Auth Gateway for Multi-Tenant SMB SaaS

Authentication proxy that enforces Azure AD tokens on every agent tool call, with per‑tenant authorization. Built with auth proxy core, server, client, and A2A‑MCP bridge.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-auth-proxy-core, @reaatech/agent-auth-proxy-server, @reaatech/agent-auth-proxy-client, @reaatech/a2a-reference-mcp-bridge, on Azure AI · 72 tests / 94.75% coverage.

OpenAI Knowledge Agent for SMB Employee Onboarding

Persistent AI memory system that ingests onboarding docs, answers new‑hire questions with cited sources. Built with memory, core, embedding, retrieval, and storage.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-memory, @reaatech/agent-memory-core, @reaatech/agent-memory-embedding, @reaatech/agent-memory-retrieval, @reaatech/agent-memory-storage, on OpenAI · 47 tests / 95.98% coverage.

Azure AI Multi-Agent Handoff for E-commerce Customer Support

Routing mesh that classifies intents and hands off between specialist agents on Azure. Built with handoff, routing, protocol, mesh confidence, classifier, and transport.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-handoff, @reaatech/agent-handoff-routing, @reaatech/agent-handoff-protocol, @reaatech/agent-mesh-confidence, @reaatech/agent-mesh-classifier, @reaatech/agent-handoff-transport, on Azure AI · 87 tests / 97.63% coverage.

OpenRouter Security Guardrails for SMB API Protection

Lightweight API gateway screening prompts and responses for PII, injection, and unsafe content. Built with classifier evals, eval harness gate, handoff validation, circuit breaker agents, and core.

Read the tutorial → · Download the code (zip)

Built with @reaatech/classifier-evals, @reaatech/agent-eval-harness-gate, @reaatech/agent-handoff-validation, @reaatech/circuit-breaker-agents, @reaatech/circuit-breaker-core, on OpenRouter · 77 tests / 95.56% coverage.

Vercel AI Gateway Reliability Suite for SMB AI Operations

Self‑serve reliability dashboard with health probes, replay tracing, incident workflows, and rollback. Built with runbook health checks, incident, service map, rollback, replay, and replay core.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-runbook-health-checks, @reaatech/agent-runbook-incident, @reaatech/agent-runbook-service-map, @reaatech/agent-runbook-rollback, @reaatech/agent-replay, @reaatech/agent-replay-core, on Vercel AI Gateway · 146 tests / 98.77% coverage.

LangChain Observability for SMB AI Workflow Monitoring

Plug‑and‑play OpenTelemetry tracing and cost observability for LangChain pipelines, with Langfuse export. Built with budget OTEL bridge, eval harness observability, mesh observability, and runbook observability.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-budget-otel-bridge, @reaatech/agent-eval-harness-observability, @reaatech/agent-mesh-observability, @reaatech/agent-runbook-observability, on LangChain · 78 tests / 98.89% coverage.

Anthropic Eval Harness for Agent Quality Assurance

Continuous regression testing and safety scoring for Anthropic agents, with quality gates and incident logging. Built with eval harness suite, judge, golden, cost, latency, tool use, gate, replay core, and runbook incident.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-eval-harness-suite, @reaatech/agent-eval-harness-judge, @reaatech/agent-eval-harness-golden, @reaatech/agent-eval-harness-cost, @reaatech/agent-eval-harness-latency, @reaatech/agent-eval-harness-tool-use, @reaatech/agent-eval-harness-gate, @reaatech/agent-replay-core, @reaatech/agent-runbook-incident, on Anthropic · 94 tests / 98.96% coverage.

AWS Bedrock Lead Intake for Small Business Growth

Pipeline that captures voice calls and web forms, extracts structured leads, and routes them to CRM, with circuit breakers and budget tracking. Built with handoff, routing, memory extraction, mesh classifier, budget engine, circuit breaker agents, and eval harness suite.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-handoff, @reaatech/agent-handoff-routing, @reaatech/agent-memory-extraction, @reaatech/agent-mesh-classifier, @reaatech/agent-budget-engine, @reaatech/circuit-breaker-agents, @reaatech/agent-eval-harness-suite, on AWS Bedrock · 136 tests / 97.19% coverage.

xAI Grok PII Detection for SMB Customer Communication

Reverse proxy that scans Grok messages for PII and offensive content, with circuit breaker blocking. Built with circuit breaker core, mesh classifier, handoff validation, and budget middleware.

Read the tutorial → · Download the code (zip)

Built with @reaatech/circuit-breaker-core, @reaatech/agent-mesh-classifier, @reaatech/agent-handoff-validation, @reaatech/agent-budget-middleware, on xAI Grok · 66 tests / 97.90% coverage.

Mistral AI Invoice Extraction for SMB Accounting

Extracts structured data from invoices using Mistral Large, with low‑confidence human review and budget tracking. Built with memory extraction, handoff protocol, and spend tracker.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-memory-extraction, @reaatech/agent-handoff-protocol, @reaatech/agent-budget-spend-tracker, on Mistral · 125 tests / 99.71% coverage.

Cohere RAG Legal Research for SMB Law Firms

Instant case law Q&A with citations via Cohere embeddings and retrieval, with per‑query budget. Built with memory retrieval, embedding, handoff routing, and budget engine.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-memory-retrieval, @reaatech/agent-memory-embedding, @reaatech/agent-handoff-routing, @reaatech/agent-budget-engine, on Cohere · 96 tests / 93.53% coverage.

Anthropic Code Sandbox for SMB Data Analysis

Plain‑English data analysis in a secure sandbox with Claude, budget controls, circuit breaker, and evaluation judge. Built with budget engine, memory, spend tracker, retrieval, circuit breaker core, and eval harness judge.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-budget-engine, @reaatech/agent-memory, @reaatech/agent-budget-spend-tracker, @reaatech/agent-memory-retrieval, @reaatech/circuit-breaker-core, @reaatech/agent-eval-harness-judge, on Anthropic · 96 tests / 99.48% coverage.

Mistral AI Invoice Reconciliation for Stripe

Matches PDF invoice data against Stripe payments and flags discrepancies. Built with confidence router and budget engine.

Read the tutorial → · Download the code (zip)

Built with @reaatech/confidence-router, @reaatech/agent-budget-engine, on Mistral · 75 tests / 97.55% coverage.

AWS Bedrock Multi-Agent Handoff for Zendesk Ticket Triage

Classifies and routes Zendesk tickets to specialist agents with context handoff and budget caps. Built with confidence router, handoff, and budget engine.

Read the tutorial → · Download the code (zip)

Built with @reaatech/confidence-router, @reaatech/agent-handoff, @reaatech/agent-budget-engine, on AWS Bedrock · 114 tests / 97.62% coverage.

Google Gemini Reliability Suite for SMB AI Operations

Resilient Gemini agents with circuit breakers, idempotency, incident runbooks, and budget enforcement. Built with circuit breaker agents, runbook, incident, and budget engine.

Read the tutorial → · Download the code (zip)

Built with @reaatech/circuit-breaker-agents, @reaatech/agent-runbook, @reaatech/agent-runbook-incident, @reaatech/agent-budget-engine, on Google Gemini · 78 tests / 100.00% coverage.

OpenRouter Agent Mesh for SMB Workflow Automation

Unified routing fabric coordinating multiple specialist agents with confidence checks, session memory, and budget enforcement. Built with mesh, classifier, confidence, router, registry, session, memory core, budget engine, and handoff protocol.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-mesh, @reaatech/agent-mesh-classifier, @reaatech/agent-mesh-confidence, @reaatech/agent-mesh-router, @reaatech/agent-mesh-registry, @reaatech/agent-mesh-session, @reaatech/agent-memory-core, @reaatech/agent-budget-engine, @reaatech/agent-handoff-protocol, on OpenRouter · 75 tests / 95.82% coverage.

Azure AI Document Pipeline for QuickBooks Online Invoice Processing

Extracts, validates, and posts vendor invoices to QuickBooks, with PII redaction. Built with confidence router core, classifiers, guardrails, and budget engine.

Read the tutorial → · Download the code (zip)

Built with @reaatech/confidence-router-core, @reaatech/confidence-router-classifiers, @reaatech/guardrail-chain-guardrails, @reaatech/agent-budget-engine, on Azure AI · 76 tests / 100.00% coverage.

Anthropic Voice Agent for Calendly Appointment Booking

Voice assistant that schedules appointments via Calendly API, with intent classification and human handoff. Built with confidence router, handoff, and budget engine.

Read the tutorial → · Download the code (zip)

Built with @reaatech/confidence-router, @reaatech/agent-handoff, @reaatech/agent-budget-engine, on Anthropic · 100 tests / 97.66% coverage.

Mistral AI Multi-Agent Handoff for Linear Support Triage

Routes Linear support issues among specialist agents with context compression and budget controls. Built with handoff protocol, routing, compression, handoff, and budget engine.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-handoff-protocol, @reaatech/agent-handoff-routing, @reaatech/agent-handoff-compression, @reaatech/agent-handoff, @reaatech/agent-budget-engine, on Mistral · 237 tests / 99.60% coverage.

AWS Bedrock Cost Control for Serverless AI Applications

Budget‑aware middleware that caps, routes, and tracks Bedrock LLM spend, with model downgrade and OTEL telemetry. Built with budget engine, middleware, pricing, router plugin, and OTEL bridge.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-budget-engine, @reaatech/agent-budget-middleware, @reaatech/agent-budget-pricing, @reaatech/agent-budget-llm-router-plugin, @reaatech/agent-budget-otel-bridge, on AWS Bedrock · 170 tests / 98.19% coverage.

Anthropic Security Guardrails for SMB AI Chatbots

Express middleware that scrubs PII, blocks injection, and enforces content policies on Anthropic chatbots. Built with guardrail chain, config, guardrails, and observability.

Read the tutorial → · Download the code (zip)

Built with @reaatech/guardrail-chain, @reaatech/guardrail-chain-config, @reaatech/guardrail-chain-guardrails, @reaatech/guardrail-chain-observability, on Anthropic · 137 tests / 100.00% coverage.

Ollama RAG Knowledge Base for Retail Inventory

Local, self‑hosted knowledge base for querying product inventory docs with Ollama. Built with hybrid-rag, CLI, embedding, pipeline, and ingestion.

Read the tutorial → · Download the code (zip)

Built with @reaatech/hybrid-rag, @reaatech/hybrid-rag-cli, @reaatech/hybrid-rag-embedding, @reaatech/hybrid-rag-pipeline, @reaatech/hybrid-rag-ingestion, on Ollama · 106 tests / 100.00% coverage.

vLLM Security Guardrails for SMB API Gateways

Drop‑in API proxy adding PII redaction, prompt injection defense, and content safety to vLLM endpoints. Built with guardrail chain, config, guardrails, and observability.

Read the tutorial → · Download the code (zip)

Built with @reaatech/guardrail-chain, @reaatech/guardrail-chain-config, @reaatech/guardrail-chain-guardrails, @reaatech/guardrail-chain-observability, on vLLM · 186 tests / 98.00% coverage.

Vertex AI Voice Agent for Cal.com Appointment Scheduling

Voice agent that books appointments on Cal.com over the phone with Gemini, PII redaction, and budget cap. Built with confidence router core, classifiers, guardrails, and budget engine.

Read the tutorial → · Download the code (zip)

Built with @reaatech/confidence-router-core, @reaatech/confidence-router-classifiers, @reaatech/guardrail-chain-guardrails, @reaatech/agent-budget-engine, on Vertex AI · 260 tests / 98.09% coverage.

xAI Grok Knowledge Agent for SMB HR Policy Q&A

Employee self‑service for PTO, benefits, and handbook questions using Grok, with role‑based memory. Built with agent memory core, storage, retrieval, and embedding.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-memory-core, @reaatech/agent-memory-storage, @reaatech/agent-memory-retrieval, @reaatech/agent-memory-embedding, on xAI Grok · 89 tests / 98.15% coverage.

Anthropic RAG Knowledge Base for Construction Project Specs

Field‑ready query system for building specifications via Claude and hybrid search. Built with hybrid-rag, Qdrant, embedding, and retrieval.

Read the tutorial → · Download the code (zip)

Built with @reaatech/hybrid-rag, @reaatech/hybrid-rag-qdrant, @reaatech/hybrid-rag-embedding, @reaatech/hybrid-rag-retrieval, on Anthropic · 55 tests / 95.77% coverage.

Perplexity Market Research Document Pipeline for SMBs

Transform market reports into a searchable research assistant with Perplexity, budget controls, and eval metrics. Built with hybrid-rag, ingestion, retrieval, evaluation, and budget engine.

Read the tutorial → · Download the code (zip)

Built with @reaatech/hybrid-rag, @reaatech/hybrid-rag-ingestion, @reaatech/hybrid-rag-retrieval, @reaatech/hybrid-rag-evaluation, @reaatech/agent-budget-engine, on Perplexity · 92 tests / 99.34% coverage.

OpenAI Multi-Agent Handoff for E-commerce Order Tracking

Automates order‑status, shipping, and returns inquiries with specialized agents and seamless context handoff. Built with agent mesh, session, handoff, and routing.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-mesh, @reaatech/agent-mesh-session, @reaatech/agent-handoff, @reaatech/agent-handoff-routing, on OpenAI · 119 tests / 97.53% coverage.

Cohere Code Sandbox for SMB Data Workflows

Secure, budget‑controlled code execution for SMB analysts, with dangerous request filtering. Built with confidence router, budget engine, classifiers, budget middleware, and LLM router core.

Read the tutorial → · Download the code (zip)

Built with @reaatech/confidence-router, @reaatech/agent-budget-engine, @reaatech/confidence-router-classifiers, @reaatech/agent-budget-middleware, @reaatech/llm-router-core, on Cohere · 121 tests / 98.44% coverage.

Google Gemini MCP Server for SMB Business Intelligence

Multi‑tenant MCP server exposing HubSpot, Stripe, and Google Calendar tools via Gemini, with budget enforcement. Built with MCP server core, tools, transport, gateway core, and budget middleware.

Read the tutorial → · Download the code (zip)

Built with @reaatech/mcp-server-core, @reaatech/mcp-server-tools, @reaatech/mcp-server-transport, @reaatech/mcp-gateway-core, @reaatech/agent-budget-middleware, on Google Gemini · 134 tests / 94.01% coverage.

Cohere Lead Intake Agent for HubSpot SMB Sales

AI intake system processing documents, emails, and chats to populate HubSpot leads, with human review for low‑confidence items. Built with hybrid-rag, mesh classifier, confidence router, handoff, and budget engine.

Read the tutorial → · Download the code (zip)

Built with @reaatech/hybrid-rag, @reaatech/agent-mesh-classifier, @reaatech/confidence-router, @reaatech/agent-handoff, @reaatech/agent-budget-engine, on Cohere · 114 tests / 99.13% coverage.

Azure AI Phone Agent for Cal.com Appointment Scheduling

Voice agent that books appointments on Cal.com with Azure OpenAI, circuit breaker, and cost tracking. Built with confidence router, handoff, budget engine, compression, LLM router plugin, and circuit breaker agents.

Read the tutorial → · Download the code (zip)

Built with @reaatech/confidence-router, @reaatech/agent-handoff, @reaatech/agent-budget-engine, @reaatech/agent-handoff-compression, @reaatech/agent-budget-llm-router-plugin, @reaatech/circuit-breaker-agents, on Azure AI · 141 tests / 100.00% coverage.

Perplexity Knowledge Agent for Notion SMB FAQ

Conversational AI answering questions by searching Notion workspaces with Perplexity, budget controls, and structured output. Built with hybrid-rag Qdrant, memory core, and budget engine.

Read the tutorial → · Download the code (zip)

Built with @reaatech/hybrid-rag-qdrant, @reaatech/agent-memory-core, @reaatech/agent-budget-engine, on Perplexity · 105 tests / 99.35% coverage.

Agnostic AI Budget Control for SMB Agent Workflows

Real‑time spend enforcement and cost‑aware routing across any LLM provider. Built with budget engine, LLM router core, middleware, router engine, cost telemetry, and aggregation.

Read the tutorial → · Download the code (zip)

Built with @reaatech/agent-budget-engine, @reaatech/llm-router-core, @reaatech/agent-budget-middleware, @reaatech/llm-router-engine, @reaatech/llm-cost-telemetry, @reaatech/llm-cost-telemetry-aggregation, on agnostic · 122 tests / 99.59% coverage.

Anthropic RAG Pipeline for SharePoint Knowledge Search

Hybrid RAG that indexes SharePoint libraries and answers questions with Claude, confidence escalation, and caching. Built with hybrid-rag, embedding, confidence router, budget middleware, and LLM cache.

Read the tutorial → · Download the code (zip)

Built with @reaatech/hybrid-rag, @reaatech/hybrid-rag-embedding, @reaatech/confidence-router, @reaatech/agent-budget-middleware, @reaatech/llm-cache, on Anthropic · 119 tests / 100.00% coverage.

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