Publication Specifications
FORMATDRM-Free PDF
LENGTH39 Pages
TIERpremium Edition
PUBLISHERBlizarra Ltd
Premium39 pages • Instant Download
AI Automation Workflows & Tool Use
Integrating LangChain, LlamaIndex, and custom APIs into existing production backends.
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About this Book
Transform back-office workflows with intelligent automation. Learn to hook language models into existing REST APIs, SQL databases, message brokers (Kafka/RabbitMQ), and asynchronous worker queues without fragile glue code.
Target Audience: Backend engineers and automation specialists integrating AI into business processes.
What You Will Learn & Build
Generate robust OpenAPI spec tool definitions automatically from code
Connect LLMs to transactional SQL databases with read-only sanitizers
Build asynchronous processing queues with BullMQ and Celery for slow operations
Design reliable human-approval escalation flows for high-risk operations
Table of Contents
1. The State of AI Workflow AutomationSection 1
2. Dynamic OpenAPI Tool Generation & Schema TranslationSection 2
3. Safe Text-to-SQL Pipelines: Dialect Adaptation & Security FencesSection 3
4. Distributed Job Queues & Asynchronous Background WorkersSection 4
5. Escalation & Approval Workflows via Slack, Teams & WebhooksSection 5
6. End-to-End Case Studies: Invoice Auditing & Ticket Auto-ResolutionSection 6
7. Idempotency, Retries & Exactly-Once Semantics in Agent WorkflowsSection 7
8. Monitoring & Cost Control for Autonomous Agent FleetsSection 8