ipportunities

<p>Inqyra adds an intelligent chatbot to your WordPress site that answers visitor questions based on your pages, posts, and documents. Connect your own AI provider, keep your data on your server, and pay only what the AI actually costs.</p>
<p><strong>Bring Your Own Key (BYOK)</strong> — You connect directly to your AI provider. No middleman, no markup. A typical conversation costs ~$0.003 with GPT-4o-mini.</p>
<h4>5 AI Providers</h4>
<p>Choose from OpenAI, Google Gemini, Anthropic (Claude), Mistral, or DeepSeek. Switch providers or models at any time — your content stays indexed.</p>
<h4>How It Works</h4>
<p>Inqyra uses Retrieval-Augmented Generation (RAG) to ground every answer in your actual content:</p>
<ol>
<li><strong>Crawl</strong> — Inqyra indexes your pages, posts, and custom post types</li>
<li><strong>Embed</strong> — Content is converted to vector embeddings entirely in your browser (your content never leaves your server)</li>
<li><strong>Search</strong> — When a visitor asks a question, Inqyra finds the most relevant content using vector similarity, keyword matching, and title/path boosting</li>
<li><strong>Answer</strong> — The relevant context is sent to your chosen AI provider, which generates a grounded response</li>
</ol>
<h4>Key Features</h4>
<ul>
<li><strong>5 AI providers</strong> — OpenAI, Gemini, Claude, Mistral, DeepSeek</li>
<li><strong>Browser-based embeddings</strong> — Content never leaves your server for indexing</li>
<li><strong>29 languages</strong> — Dutch, English, German, French, Spanish, Italian, Portuguese, and 22 more</li>
<li><strong>Customizable widget</strong> — Colors, position, greeting, header, powered-by text</li>
<li><strong>Auto-recrawl</strong> — Content re-indexes automatically when you update a post</li>
<li><strong>Cost & token tracking</strong> — Monitor API usage and set budget limits</li>
<li><strong>Rate limiting</strong> — Built-in IP-based rate limiting (20/min, 200/hr)</li>
<li><strong>API key encryption</strong> — Keys encrypted at rest with AES-256-CBC</li>
<li><strong>No cookies</strong> — The plugin does not set any cookies</li>
<li><strong>Lightweight</strong> — Loads asynchronously with minimal impact on Core Web Vitals</li>
<li><strong>Setup wizard</strong> — Live in under 5 minutes with the guided setup</li>
</ul>
<h4>Free Features</h4>
<ul>
<li>Floating chat widget with full customization</li>
<li>Unlimited pages indexed (post type: pages)</li>
<li>All 5 AI providers (BYOK)</li>
<li>Browser-based embeddings</li>
<li>RAG-powered answers</li>
<li>Conversation tracking (last 30 days)</li>
<li>Auto-recrawl on content changes</li>
<li>Cost & token tracking with budget limits</li>
<li>Query rewriting (LLM-powered query expansion)</li>
<li>29-language support</li>
</ul>
<h4>Premium Features</h4>
<ul>
<li>Index posts, products & custom post types</li>
<li>Document upload (PDF, DOCX)</li>
<li>Synonym management for improved search matching</li>
<li>Webhooks (Zapier, Make, CRM integration)</li>
<li>Lead extraction (email, phone, name, company)</li>
<li>Advanced analytics & statistics export</li>
<li>Page targeting (show widget on specific pages)</li>
<li>Extended conversation history & analytics</li>
<li>Escalation & appointment request detection</li>
<li>Email support</li>
</ul>
<h4>Works With Any Theme</h4>
<p>Compatible with all modern WordPress themes and page builders including Elementor, Divi, Gutenberg, and WPBakery.</p>
<h4>Privacy First</h4>
<ul>
<li>Embeddings are generated entirely in the browser — your content never leaves your server during indexing</li>
<li>Only when a visitor asks a question does relevant context go to the AI provider, through your own API key</li>
<li>No cookies are set by the plugin</li>
<li>GDPR-friendly architecture</li>
<li>Built in the Netherlands by Ipportunities B.V.</li>
</ul>
<h3>External services</h3>
<p>This plugin connects to external third-party services to provide AI chatbot functionality. All connections require the site administrator to explicitly configure an API key before any data is sent. No data is transmitted without the administrator’s action.</p>
<h4>AI Chat Providers</h4>
<p>When a visitor sends a message through the chat widget, the visitor’s message along with relevant content from your website (retrieved via RAG search) and the system prompt configured by the administrator are sent to the chosen AI provider. The administrator selects which provider to use and provides their own API key. Only one provider is active at a time.</p>
<p><strong>Anthropic (Claude)</strong><br />
API endpoint: https://api.anthropic.com/v1/messages<br />
Used for: Generating chat responses based on your website content.<br />
<a href="https://www.anthropic.com/terms" rel="nofollow ugc">Terms of Service</a> | <a href="https://www.anthropic.com/privacy" rel="nofollow ugc">Privacy Policy</a></p>
<p><strong>OpenAI</strong><br />
API endpoint: https://api.openai.com/v1/chat/completions<br />
Used for: Generating chat responses based on your website content.<br />
<a href="https://openai.com/terms" rel="nofollow ugc">Terms of Use</a> | <a href="https://openai.com/privacy" rel="nofollow ugc">Privacy Policy</a></p>
<p><strong>Google Gemini</strong><br />
API endpoint: https://generativelanguage.googleapis.com/v1beta/models/<br />
Used for: Generating chat responses based on your website content.<br />
<a href="https://policies.google.com/terms" rel="nofollow ugc">Terms of Service</a> | <a href="https://policies.google.com/privacy" rel="nofollow ugc">Privacy Policy</a></p>
<p><strong>Mistral AI</strong><br />
API endpoint: https://api.mistral.ai/v1/chat/completions<br />
Used for: Generating chat responses based on your website content.<br />
<a href="https://mistral.ai/terms-of-service" rel="nofollow ugc">Terms of Service</a> | <a href="https://mistral.ai/privacy-policy" rel="nofollow ugc">Privacy Policy</a></p>
<p><strong>DeepSeek</strong><br />
API endpoint: https://api.deepseek.com/v1/chat/completions<br />
Used for: Generating chat responses based on your website content.<br />
<a href="https://platform.deepseek.com/terms" rel="nofollow ugc">Terms of Service</a> | <a href="https://platform.deepseek.com/privacy" rel="nofollow ugc">Privacy Policy</a></p>
<h4>HuggingFace Transformers.js (ML Inference Service)</h4>
<p>This plugin uses the Transformers.js library to perform machine learning inference entirely in the browser for generating vector embeddings. The JavaScript library itself (~850 KB) is bundled locally within the plugin at <code>assets/js/vendor/transformers.min.js</code>.</p>
<p>When the administrator triggers content indexing, the library downloads the ML model files (~50 MB) and WebAssembly runtime from HuggingFace CDN to the user’s browser. This is a service — the model files cannot be bundled locally in the plugin due to their size.</p>
<p>No website content or user data is sent to HuggingFace — the model runs locally in the browser after download. The CDN only serves the model files.</p>
<p>Library: @huggingface/transformers v3.4.1 (bundled locally)<br />
Model: Xenova/paraphrase-multilingual-MiniLM-L12-v2 (loaded from huggingface.co at runtime)<br />
<a href="https://huggingface.co/terms-of-service" rel="nofollow ugc">HuggingFace Terms</a> | <a href="https://huggingface.co/privacy" rel="nofollow ugc">HuggingFace Privacy</a></p>
<h4>Freemius</h4>
<p>This plugin uses Freemius for license management, plugin updates, and optional usage analytics. When the plugin is activated, Freemius may communicate with its servers to validate licenses, deliver updates, and collect anonymous usage data (if the user opts in). Users are prompted for consent before any analytics data is collected.</p>
<p><a href="https://freemius.com/terms" rel="nofollow ugc">Terms of Service</a> | <a href="https://freemius.com/privacy" rel="nofollow ugc">Privacy Policy</a></p>


Inqyra

AI-powered chatbot that answers visitor questions based on your own WordPress content. Bring your own API key — zero markup.

mobalabkashima

<p>RAG Chat for Amazon Bedrock is a WordPress plugin that seamlessly integrates your WordPress content with Amazon Bedrock Knowledge Bases to create an intelligent RAG (Retrieval-Augmented Generation) chatbot system.</p>
<p><strong>Key Features:</strong></p>
<ul>
<li><strong>Direct Amazon Bedrock Integration</strong>: Connects directly to Amazon Bedrock Knowledge Bases without external servers</li>
<li><strong>Automatic Content Synchronization</strong>: Automatically syncs WordPress posts and pages to Amazon Bedrock when content is created, updated, or deleted</li>
<li><strong>Real-time Chat Interface</strong>: Provides a chat widget for visitors to interact with your content using AI</li>
<li><strong>Comprehensive Admin Interface</strong>: Four dedicated admin pages for configuration and content management</li>
<li><strong>AWS Security</strong>: Uses AWS Signature Version 4 authentication for secure API communication</li>
<li><strong>Content Management</strong>: Track sync status and manage which content is synchronized to Amazon Bedrock</li>
</ul>
<p><strong>How It Works:</strong></p>
<ol>
<li>Configure your AWS credentials and Amazon Bedrock Knowledge Base in the plugin settings</li>
<li>New WordPress posts and pages are automatically synchronized to Amazon Bedrock when saved or deleted</li>
<li>Existing content can be synchronized using the export function in the Content Management page</li>
<li>Visitors can use the chat interface to ask questions about your content</li>
<li>Amazon Bedrock retrieves relevant content and generates intelligent responses using your WordPress data</li>
</ol>
<p><strong>Requirements:</strong></p>
<ul>
<li>AWS account with Amazon Bedrock access</li>
<li>Amazon Bedrock Knowledge Base configured</li>
<li>Valid AWS credentials (Access Key ID and Secret Access Key)</li>
</ul>
<p><strong>Demo:</strong></p>
<p>See the plugin in action: <a href="https://wp-rag-demo.mobalab.net/ask-rag-chat-for-amazon-bedrock/" rel="nofollow ugc">Live Demo</a></p>
<h3>Troubleshooting</h3>
<p><strong>Plugin Installation & Setup Issues</strong></p>
<h4>Plugin activation fails</h4>
<ol>
<li>Ensure your WordPress version meets the minimum requirement (6.6+)</li>
<li>Check that your PHP version is 7.4 or higher</li>
<li>Verify there are no plugin conflicts by temporarily deactivating other plugins</li>
</ol>
<h4>The chat interface doesn’t appear on my page</h4>
<ol>
<li>Make sure you’ve inserted the shortcode <code>[rag_chat_ab_chat]</code> in the correct location</li>
<li>Check that the plugin is activated</li>
<li>Verify your AWS credentials are correctly configured in the plugin settings</li>
</ol>
<p><strong>Content Synchronization Issues</strong></p>
<h4>Content sync is failing</h4>
<ol>
<li>Verify your AWS credentials have the correct permissions</li>
<li>Check that your Knowledge Base ID and Data Source ID are correct</li>
<li>Ensure your Knowledge Base has a “Custom” type data source</li>
<li>For existing content, use the “Export Posts and Pages to Amazon Bedrock” feature on the Content Management page</li>
</ol>
<h4>Export operation times out</h4>
<p>If you have many posts and pages, “Export Posts and Pages to Amazon Bedrock” may take a long time and cause timeout errors depending on your PHP settings. To reduce the risk of timeout:</p>
<ol>
<li>Export content in smaller batches by selecting specific date ranges</li>
<li>Consider increasing your PHP execution time limit if you have server access</li>
<li>Contact your hosting provider if timeout issues persist</li>
<li>For large-scale exports, we offer a dedicated bulk export PHP script that runs independently on your server and can handle large volumes of content without web browser timeout limitations. Contact us at <a href="https://tally.so/r/3jjoga" rel="nofollow ugc">https://tally.so/r/3jjoga</a> for more information about our bulk export solution</li>
</ol>
<p><strong>AWS Authentication & Permissions</strong></p>
<h4>AWS permission errors</h4>
<ol>
<li>Double-check all required IAM permissions are granted to your user</li>
<li>Verify your AWS Access Key ID and Secret Access Key are correct</li>
<li>Ensure your AWS account has access to Amazon Bedrock in the selected region</li>
<li>Check the AWS CloudTrail logs for detailed error information</li>
</ol>
<h4>AWS Marketplace subscription error</h4>
<p>If you encounter “Model access is denied” with “aws-marketplace:ViewSubscriptions” permission errors:</p>
<ol>
<li>Your IAM user needs the <code>aws-marketplace:ViewSubscriptions</code> permission</li>
<li>Add this permission to your IAM user’s policy</li>
<li>Wait 15 minutes after fixing the permissions before trying again</li>
<li>This is required for AWS Marketplace subscription completion</li>
</ol>
<p><strong>Model Access & Configuration</strong></p>
<h4>Model use case details required</h4>
<p>If you encounter an error like “Model use case details have not been submitted for this account. Fill out the Anthropic use case details form before using the model”:</p>
<ol>
<li>Anthropic requires use case details before using their models</li>
<li>Fill out the Anthropic use case details form in your AWS console</li>
<li>Wait 15 minutes after submitting before trying again</li>
<li>See the AWS documentation: https://docs.aws.amazon.com/bedrock/latest/userguide/model-access.html</li>
</ol>
<h4>Inference profile required error</h4>
<p>If you get an error like “Invocation of model ID anthropic.claude-haiku-4-5-20251001-v1:0 with on-demand throughput isn’t supported. Retry your request with the ID or ARN of an inference profile”:</p>
<ol>
<li>Some models require using inference profiles instead of direct model invocation</li>
<li>Use the ID or ARN of an inference profile that contains the model</li>
<li>Configure inference profiles in your Amazon Bedrock settings</li>
<li>See the AWS documentation: https://docs.aws.amazon.com/bedrock/latest/userguide/cross-region-inference.html</li>
</ol>
<h4>Chat responses are not working</h4>
<ol>
<li>Verify that your AWS region is correct in the plugin settings</li>
<li>Check that your Knowledge Base contains synchronized content</li>
<li>Ensure your IAM user has <code>bedrock:RetrieveAndGenerate</code> permissions</li>
<li>Try asking questions related to your synchronized content</li>
</ol>
<h3>External services</h3>
<p>This plugin uses the following Amazon Bedrock API endpoints provided by Amazon Web Services, Inc.:</p>
<ul>
<li>PUT https://bedrock-agent.{$region}.amazonaws.com/knowledgebases/{$knowledge_base_id}/datasources/{$data_source_id}
<ul>
<li>Called when a post or page is created or updated.</li>
<li>Used to add / update content on Amazon Bedrock.</li>
<li>The whole content (post or page) is sent.</li>
</ul>
</li>
<li>POST https://bedrock-agent.{$region}.amazonaws.com/knowledgebases/{$knowledge_base_id}/datasources/{$data_source_id}/documents/deleteDocuments
<ul>
<li>Called when a post is deleted or moved to trash.</li>
<li>Used to delete content from Amazon Bedrock.</li>
<li>Only the post / page ID is sent.</li>
</ul>
</li>
<li>POST https://bedrock-agent-runtime.{$region}.amazonaws.com/retrieveAndGenerate
<ul>
<li>Called when a visitor asks a question.</li>
<li>Used to generate responses using Amazon Bedrock’s AI.</li>
<li>The query that the user enters is sent.</li>
<li>The response contains a session ID, and it will be send to this endpoint in the subsequent requests along with the query.</li>
</ul>
</li>
</ul>
<p>Please see the following links for more information about Amazon Web Services:</p>
<ul>
<li><a href="https://aws.amazon.com/service-terms/" rel="nofollow ugc">AWS Service Terms</a></li>
<li><a href="https://aws.amazon.com/privacy/" rel="nofollow ugc">AWS Privacy</a></li>
</ul>
<h3>Related Projects</h3>
<p>This plugin is based on <strong>WP RAG</strong> (https://github.com/mobalab/wp-rag), which provides RAG functionality using external servers and OpenAI’s APIs. RAG Chat for Amazon Bedrock offers a different approach by integrating directly with Amazon Bedrock Knowledge Bases for users who prefer AWS-native solutions.</p>


RAG Chat for Amazon Bedrock

Integrate WordPress content with Amazon Bedrock Knowledge Bases to create an intelligent RAG (Retrieval-Augmented Generation) chatbot system.

Inqyra vs RAG Chat for Amazon Bedrock