RAG-Powered Answers

Retrieval-Augmented Generation ensures every answer is grounded in your actual data. No hallucinations, no guessing.

Multi-Format Ingestion

Upload PDF, Word, Excel, PowerPoint, JSON, XML, CSV, and plain text. Our processor extracts and understands all content.

Semantic Search

Goes beyond keyword matching. Understands the meaning of questions and finds the most relevant context using vector embeddings.

Source Citations

Every answer includes references to the source documents and specific content used, so users can verify the information.

Streaming Responses

Real-time token streaming via Server-Sent Events (SSE). Users see the answer being generated word by word, just like ChatGPT.

Multi-Tenant Isolation

Each customer gets a completely isolated knowledge base. Data is never mixed between tenants. Enterprise-grade security.

Integrations

Works With Your Tools

Connect LiveSupport365 to your existing workflow with our REST API and pre-built integrations.

Slack
MS Teams
WhatsApp
Email
Technology Stack
Qwen 2.5 AI pgvector PostgreSQL FastAPI Redis Ollama REST API SSE Streaming

14B+
AI Parameters
768
Embedding Dims
HNSW
Vector Index
Security

Enterprise-Grade Security

API Key Auth

Secure API keys with SHA-256 hashing

JWT Tokens

Time-limited tokens for admin access

Rate Limiting

Per-tenant rate limits to prevent abuse

Data Isolation

Complete tenant separation at DB level

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