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Blog Archives

26
Jun
custom rag solutions
Custom RAG Solutions: Build vs Buy Guide for Enterprise AI

Introduction Custom RAG solutions are AI systems that connect a language model to a company’s own knowledge sources so the model can retrieve relevant information before generating an answer. Instead of relying only on what a model learned during training, […]

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25
Jun
CRAG vs RAG: How Corrective RAG Improves Retrieval-Augmented Generation
CRAG vs RAG: How Corrective RAG Improves Retrieval-Augmented Generation

RAG retrieves relevant information and sends it to a language model. CRAG adds a correction step that evaluates whether the retrieved information is reliable before the model generates an answer. That single addition is the core of the difference. Retrieval-Augmented […]

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25
Jun
RAG System Components: Architecture, Pipeline & Diagram
RAG System Components: Architecture, Pipeline, and Best Practices

The main components of a RAG system are the knowledge sources, ingestion pipeline, document parser, chunking strategy, embedding model, vector database or search index, retriever, reranker, prompt and context builder, large language model, response generator, citation layer, evaluation system, and […]

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19
Jun
CustomGPT for Government
CustomGPT for Government: AI Assistants for Citizen Services, Knowledge Management, and Public Sector Transformation

CustomGPT for Government is the use of CustomGPT.ai’s source-grounded AI platform to build citizen-facing and internal assistants that answer questions only from an agency’s own approved documents, cite every response, and deploy securely with no code. Unlike general-purpose chatbots, it […]

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19
Jun
customgpt and government
AI for Government Agencies: How Public Sector Organizations Deliver Better Citizen Services with CustomGPT.ai

AI for government agencies is the use of artificial intelligence, especially source-grounded AI assistants, to help federal, state, and local organizations answer citizen and staff questions, modernize service delivery, and surface internal knowledge accurately and securely. Unlike general-purpose chatbots, government-grade […]

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13
May
How to fine-tune an OpenAI model — banner showing GPT-4 controls, training dataset, code, and 80% progress ring
How to Fine-Tune ChatGPT & When to Skip It: A Comprehensive Guide

OpenAI’s Generative Pre-trained Transformer (GPT) models have reshaped the natural language processing (NLP) field with their remarkable capabilities in understanding and generating human-like text. These models have found applications across various domains, from chatbots and content creation to complex data […]

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25
Sep
How CustomGPT.ai's MCP Actions Compare to ChatGPT, Claude, and Other Platforms
How CustomGPT.ai’s MCP Actions Compare to ChatGPT, Claude, and Other Platforms

The AI landscape is crowded with platforms claiming to offer platform integrations. But when you look closer, as many startup teams do, there’s a fundamental difference in what these platforms actually let you do. While most stop at internal tools […]

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24
Sep
What Can You Do with Custom Actions? Real-World Examples That Transform Your AI Agent
What Can You Do with Custom Actions? Real-World Examples That Transform Your AI Agent

Quick Answers Your AI agent answers questions perfectly… but your customers want more. They want their meeting booked. Their order tracked. Their ticket created. Right now. In the same conversation. Every “I’ll do that for you” that becomes “Please do […]

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26
Feb
AI blind spot detection dashboard with customer intelligence insights and knowledge gap analysis
Bridging the Knowledge Gap: Identifying Your AI Blind Spots with Customer Intelligence

At CustomGPT.ai, we’ve always believed that what your AI doesn’t know can hurt you. Today, we’re excited to share a transformative addition to our platform that turns your AI blind spots into your competitive advantage: Customer Intelligence Ci1. The Invisible […]

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16
Oct
accessing private content
Accessing Private Content with CustomGPT.ai: A Comprehensive Guide

“Can CustomGPT.ai access content behind a paywall or login screen?” This is one of the most common questions we receive from our users and potential customers. The short answer? Absolutely! At CustomGPT.ai, as our how CustomGPT.ai works page explains and […]

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