How Askora Delivers
Grounded AI Answers
Traditional AI guesses answers. Askora matches customer questions to your precise documents in milliseconds, guaranteeing zero hallucinations while keeping data secure.
The Askora RAG pipeline
Here is how a visitor query flows from your website through our retrieval layer to generate a validated response.
User Query
Visitor asks widget: "Is Gemini API supported?"
Context Query
RAG engine fetches pricing doc segment in database.
Model Assembly
Context + Query are assembled into a secure model payload.
Secure Output
Widget outputs: "Yes, Gemini API BYOK is supported on Growth."
Step-by-step automation
No technical background required. We handle vector calculations behind the scenes.
Content Ingestion
Connect your company domain or upload PDFs, TXT, docx files, and spreadsheet data. Askora crawls your public URLs, strips boilerplate markup, and compiles the relevant knowledge records in real time.
Vector Indexing
Your data is divided into logical semantic paragraphs (chunks). These chunks are parsed into high-density vector embeddings (mathematical representation of context) and saved in our isolated, encrypted PostgreSQL database.
RAG & Query Mapping
When a customer submits a question, Askora converts the question to an embedding, queries the Vector DB for the most relevant context, and provides ONLY that text as grounded context. The AI does not guess or hallucinate.
LLM Orchestration
Grounded context is processed by your LLM of choice. Use secure cloud APIs (OpenAI BYOK, Gemini, Anthropic) or connect to Ollama to process data 100% locally and privately on your on-premise hardware.
Enterprise-grade
security controls
We design with a privacy-first mindset. From document processing to output streaming, your business data stays protected under modern compliance benchmarks.
Data Security Guardrails
All indexing layers utilize SOC-2 level isolation. Customer conversations and custom documents are strictly separated at the database schema tier.
Lead Collection Engine
The AI agent identifies user intent and gathers contact information (email, phone) dynamically in natural chat flow, saving leads to your CRM.
Custom CSS & Branding
Configure launcher buttons, welcome bubbles, primary colors, avatars, and headers to blend perfectly with your website's UI identity.
Prompt Injection Protection
Our middleware shields models from malicious input scripts, preventing users from hijacking prompts or accessing underlying data schemas.
Deploy your AI assistant now
Sign up, synchronize your site map URLs or upload training files, and launch your customer-facing chatbot in minutes.