SystemForge Software
content moderation
Content Moderation with AI: Beyond Blocklists
How to implement automated content moderation with LLMs -- text, image, and video classification, false positives, and the cost of human review.
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9 artigos com esta tag.
Articles tagged: llm
How to implement automated content moderation with LLMs -- text, image, and video classification, false positives, and the cost of human review.
Technical guide to integrating the OpenAI API into existing systems — authentication, streaming, context management, cost control, and fallback.
How to use LLMs to extract structured data from documents — contracts, invoices, and forms — with schema validation and error handling.
How law firms and corporate legal departments use generative AI for contract analysis, legal research, and document automation.
When to invest in fine-tuning an LLM and when prompt engineering is enough — cost, data requirements, latency, and ideal use cases for each approach.
Comparison between rule-based chatbots, NLP (Rasa, Dialogflow), and LLMs (GPT-4, Claude) — cost, maintenance, and response quality by use case.
A practical comparison between LangChain and LlamaIndex — when each framework is the right choice for AI systems in production.
What AI agents are, how they differ from simple chatbots, when they make sense, and the operational risks of agentic systems in production.
The real challenges of running LLMs in production — latency, token cost, hallucinations, rate limiting, and cache and fallback strategies for reliable applications.
