Fix: notification sound auto-login and suspend issues

Fix: notification sound auto-login and suspend issues

Fix: notification sound auto-login and suspend issues

Fix: notification sound auto-login and suspend issues

Fix: notification sound auto-login and suspend issues

Fix: notification sound auto-login and suspend issues

Fix: notification sound auto-login and suspend issues

Latest updates: Sat 05/30/2026 4:27:29.79

Latest updates: Sat 05/30/2026 4:07:41.02

Latest updates: Fri 05/29/2026 1:46:31.46

Latest updates: Thu 05/28/2026 13:53:47.72

Deploy RAG Chatbot to Hugging Face Spaces

Deploy RAG Chatbot to Hugging Face Spaces

Deploy RAG Chatbot to Hugging Face Spaces

Enforce strict rule: all leaves taken during probation are unpaid

Fix intent map: compound keywords, follow-up starters, prorata robustness

Fix follow-up detection: add prepositional starters for context continuity

Fix prorata and single-word HR term retrieval robustness

Fix inconsistent leave and per-annum responses

Update RAG application

Update system prompt to handle 'ok' and 'okay' with a shorter acknowledgment

Update LLM system prompt: Add FORMAT E for structured multi-level topics

Replace all em dashes with hyphens in llm.py

Fix acceptability retrieval; shorten redirect responses

Fix retrieval for prorata queries

Improve bot: self-identity, non-English redirect, privacy-tone for personal data, no hallucination on people/org, varied fallbacks

fix(llm): stop AI from addressing the user by name

fix(backend): allow renaming sessions before first message is sent

fix: implement session merging to allow multiple logins for the same user without splitting history

Fix: Broad HR queries + Anti-hallucination hardening (no fake careers page)

Fix: Conversational Intelligence - Natural greetings, varied responses, no robot loop

Production Intelligence: Graceful Guidance + Full Intent Coverage + Urdu Support

Upgrade: Hybrid Intelligence (LLM Query Rewriter + Local Expansion)

Upgrade: Intelligence & Reasoning (Added Format D + Expanded Intent Map)

Fix follow-up typo handling (then/them) + prevent specific leave type listing other types

Add conversational follow-up resolver: pronouns (them/it/this) now resolve to last topic for accurate retrieval

Hardening RAG Intelligence: Restoration of perfect format decision table, optimized thresholds, and query expansion logic for GPT-4o-mini

feat: institutional-grade intelligence upgrade with hybrid expansion, logical deduction, and core reference data

Restore: Revert codebase to stable May 14th 6 PM state

feat: hardcode leave entitlements in system prompt for guaranteed completeness

feat: reach 100% intelligence with broader retrieval and mandatory deduction rules

feat: improve list completeness and add conclusion logic

feat: further intelligence boost via multi-intent matching and relaxed rerank thresholds

feat: increase HR assistant intelligence via logical deduction and broader retrieval

Add OpenAI integration while preserving stable intelligence - 2026-05-15 18:05

Restore to latest backup from 13 May - 2026-05-15 17:56

Polish: Add step numbers to structured list format

Intelligence: Remove all hardcoded format rules, let LLM choose format by intent

Generic: Replace hardcoded intent map with universal keyword extractor, fix 'can i resign'

Fix: Disable stale cache, add ul/li CSS reset, unify post-processing with _clean_html