Grounded AI for real operations
Long-form articles on retrieval, connectors, channels, automations, APIs, and governance—aligned with how FlexyAgents ships in the product. Use them for SEO, security questionnaires, and internal enablement.
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Knowledge & RAG · 12 min read
How to connect your knowledge base to an AI assistant
Sync docs, tickets, and commerce data so your knowledge base chatbot and AI FAQ for help centers answer from real content—not guesses.
- Topics mirror platform areas: knowledge & RAG, web & messaging channels, automations, HTTP API, analytics, BYOK.
- Solution angles cover support, FAQ, technical docs, booking, sales, and internal copilots.
- Each article includes structured keywords for search and long-tail discovery.
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21 articles
- Knowledge & RAGMar 1, 202512 min read
How to connect your knowledge base to an AI assistant
Sync docs, tickets, and commerce data so your knowledge base chatbot and AI FAQ for help centers answer from real content—not guesses.
Read article - Governance & securityFeb 24, 202511 min read
What is BYOK for AI platforms?
BYOK (bring your own key) lets enterprises use their own model provider keys inside an AI control plane—with governance, metering, and procurement alignment.
Read article - Solutions & use casesFeb 18, 202512 min read
How to use AI customer support chatbots safely
Ground AI customer support in approved content, monitor conversations, and apply governance so your assistant stays accurate and reviewable.
Read article - Platform & agentsFeb 10, 202511 min read
AI agents vs traditional chatbots for customer service
Compare scripted bots with modern AI agents: tools, workflows, knowledge-grounded replies, and cross-channel deployment.
Read article - Knowledge & RAGFeb 4, 202510 min read
RAG explained for support and success teams
What retrieval-augmented generation means in practice: chunking, semantic search, and why grounded answers reduce hallucinations in customer chat.
Read article - Knowledge & RAGJan 28, 202510 min read
Zendesk, Notion, and Confluence connectors for AI assistants
How connector sync keeps helpdesk and wiki content fresh inside the same retrieval index your FlexyAgents assistants use.
Read article - Knowledge & RAGJan 22, 202510 min read
Website crawl ingestion for AI knowledge bases
Crawl public or authenticated docs sites with depth and pacing controls so marketing and developer portals feed the same RAG pipeline as uploads.
Read article - Channels & messagingJan 15, 202510 min read
Slack, Teams, and WhatsApp for AI assistants
Deploy the same grounded assistant to team chat and messaging when your plan unlocks channels—without maintaining a separate brain per surface.
Read article - Channels & messagingJan 8, 20259 min read
Web widget embed and hosted help for AI chat
Drop the FlexyAgents widget on your site or ship a hosted help URL when engineering cannot change production HTML yet.
Read article - AutomationsDec 20, 202410 min read
Automations, webhooks, and Slack for AI agents
Trigger notifications, HTTP calls, and downstream updates when conversations reach defined states—closing the loop between chat and operations.
Read article - Platform & agentsDec 12, 202410 min read
HTTP API and streaming chat for FlexyAgents
Call POST /api/agents/{id}/chat with bearer keys—stream tokens when your UI needs a ChatGPT-style experience inside your product.
Read article - Governance & securityDec 5, 202411 min read
Analytics, governance, and retention for AI assistants
Understand what customers ask, what documents fire, and how retention settings map to your compliance story.
Read article - Platform & agentsNov 28, 20249 min read
Hosted vs BYOK models in the same workspace
Run some agents on hosted inference and others on your keys—without duplicating templates, connectors, or channel configuration.
Read article - GuidesNov 20, 202410 min read
Agent templates for support, FAQ, booking, and internal use
Start from presets tuned for customer support, FAQ, appointment booking, and internal HR or IT copilots—then customize knowledge and tone.
Read article - Solutions & use casesNov 12, 202410 min read
AI appointment booking assistant: policies and confirmations
Ground scheduling assistants in services, hours, and cancellation rules—then confirm explicitly before automations touch calendars.
Read article - Solutions & use casesNov 4, 202410 min read
Internal HR and IT assistants with scoped knowledge
Separate employee policy corpora from customer help content so internal copilots never retrieve public-only—or vice versa.
Read article - Solutions & use casesOct 28, 202411 min read
Technical documentation AI assistant for developers
Ground API and runbook answers in OpenAPI specs, crawled portals, and internal wikis—then expose the same agent via widget or HTTP API.
Read article - Solutions & use casesOct 20, 202410 min read
AI FAQ and help center for self-service deflection
Turn help articles and macros into conversational deflection while keeping clear paths to human agents.
Read article - Solutions & use casesOct 12, 202410 min read
Sales lead AI: qualification and CRM handoffs
Ground GTM assistants in pricing guardrails and product facts—then automate HubSpot or Salesforce updates when buyers show intent.
Read article - Knowledge & RAGOct 4, 20249 min read
Shopify and WooCommerce data for AI shopping assistants
Connect commerce catalogs so order status, returns, and product questions align with live systems—not static PDFs.
Read article - GuidesSep 26, 202412 min read
Checklist: choosing an AI customer support platform
Evaluate retrieval, channels, automations, governance, and APIs before you commit to a vendor for production traffic.
Read article
Evaluating vendors? Start with Knowledge & RAG, Channels, and Analytics & governance.
Next step
Put these patterns on your own content
Trial FlexyAgents, connect a knowledge source, and validate retrieval before you expand channels or automations.