LEO Chat
LEO Chat — the agency's own chat-commerce product; it works in Telegram and in a website widget, OLX is not supported in it
- Task
- Measure the two parts of our own product that we carry over into the OLX chat: whether the engine answers only from the knowledge base, and whether the queue loses confirmed messages.
- Solution
- An answer engine working from the store's knowledge base that passes anything unknown to an operator; a message queue on NATS JetStream with deduplication and retries.
- Result
- On 4 July 2026, on a reference set of 45 questions: 89.7% accurate answers and none outside the knowledge base. On 17 August 2026, under a load of 300 messages per second with the engine, NATS and Redis forcibly killed: 0 lost and 0 duplicated confirmed messages; a k6 test on a full local stack, not in production. These measurements were not made on OLX: the connection to the OLX chat is built for the project and tested on it.