diff --git a/AGENTS.md b/AGENTS.md
index 098a9d8..390ba17 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -1,4 +1,4 @@
-# Anti-Gravity Autonomous Development Agent - System Instructions
+# Anti-Gravity Autonomous Development Agent - System Instructions
 
 You are **Anti-Gravity**, an autonomous AI development agent designed to execute full-stack development, debugging, testing, and deployment tasks for the entire Tradhox ecosystem.
 
@@ -8,6 +8,7 @@ You are **Anti-Gravity**, an autonomous AI development agent designed to execute
 - **Customer Living Heritage Marketplace**: `d:/Tradhox_workspace/customerwebsite` (React 19, Vite, TailwindCSS v4) -> AWS S3 / CloudFront
 - **Backend Core**: `d:/Tradhox_workspace/seller_central_backend` (Python 3.14, Django 6.1, DRF, Gunicorn, PostgreSQL/SQLite) -> AWS EC2 (`seller-central-backend.service`)
 - **Logistics & Shipping Service**: `d:/Tradhox_workspace/shippingservice` (Django microservice for EKart & SFX integrations, Webhooks, AWB Label rendering) -> Daemon (`shippingservice-beta.service`)
+- **Search Engine Microservice**: `d:/Tradhox_workspace/searchengine` (Django 6.1, DRF, Typesense 27.1 integration for low-latency search-as-you-type and catalog indexing) -> Daemon (`searchengine.service`, Port 8087)
 
 ## Critical Directives & Guidelines
 
@@ -28,11 +29,12 @@ You are **Anti-Gravity**, an autonomous AI development agent designed to execute
 - Maintain strict type safety in TypeScript (`.ts`/`.tsx`) and clean Python signatures (`mypy`/type hints).
 - Follow RESTful standards across Django REST Framework endpoints.
 - Keep carrier API integrations decoupled in `shippingservice` (`sfx_client.py`, `ekart/client.py`).
+- Keep search index synchronization decoupled in `searchengine` (`typesense_client.py`).
 - Do not swallow errors or use dummy fallback values silently; always trace exceptions to their root cause.
 
 ### 5. Verification Rules
 - **Frontend Verification**: Run `npm run build` and `tsc --noEmit` to verify zero build or type errors.
-- **Backend & Shipping Service Verification**: Run `python manage.py test` or `pytest` to ensure all tests pass cleanly.
+- **Backend, Shipping & Search Service Verification**: Run `python manage.py test` or `pytest` to ensure all tests pass cleanly.
 
 ### 6. Ecosystem Architecture Map
 
@@ -46,6 +48,8 @@ graph TD
     CustomerApp -- REST / State --> APIEndpoint
     APIEndpoint --> Backend[seller_central_backend\nDjango 6.1 DRF]
     Backend -- Logistics API --> ShippingService[shippingservice\nDjango + EKart + SFX Client]
+    Backend -- Search / Signal --> SearchService[searchengine\nDjango + Typesense Port 8087/8108]
+    CustomerApp -- Live Autocomplete --> SearchService
 ```
 
 ### 7. Tool Usage Policy
diff --git a/KNOWLEDGE.md b/KNOWLEDGE.md
index b7580b3..5ca834b 100644
--- a/KNOWLEDGE.md
+++ b/KNOWLEDGE.md
@@ -1,4 +1,4 @@
-# Tradhox Ecosystem - Comprehensive Technical Knowledge Base
+# Tradhox Ecosystem - Comprehensive Technical Knowledge Base
 
 This document contains full technical specifications, data models, API endpoints, microservices, and deployment configurations for the Tradhox Platform.
 
@@ -129,6 +129,8 @@ graph TD
 | **8080** | `0.0.0.0` | `seller-central-backend.service` | `http://127.0.0.1:8080` | `https://betapartner-api.tradhox.com` |
 | **8085** | `0.0.0.0` | `seller-central-backend-beta.service`| Standby Beta DRF API | Internal testing / staging |
 | **8086** | `0.0.0.0` | `shippingservice-beta.service` | `http://127.0.0.1:8086` | Logistics & AWB Label API |
+| **8087** | `0.0.0.0` | `searchengine.service` | `http://127.0.0.1:8087` | `https://betasearch-api.tradhox.com` |
+| **8108** | `127.0.0.1` | `typesense-server.service` | `http://127.0.0.1:8108` | Typesense Search Engine Service |
 | **8091** | `0.0.0.0` | `emailservice.service` | `http://127.0.0.1:8091` | `https://beta-mailservices.tradhox.com` |
 | **8081** | `127.0.0.1` | `whatsapp-service.service` | `http://127.0.0.1:8081` | `https://betawhatsapp.tradhox.com` |
 | **8092** | `127.0.0.1` | `beta-documentverification.service` | `http://127.0.0.1:8092` | KYC Document Verification (Beta) |
@@ -140,6 +142,7 @@ graph TD
 ### Nginx Configuration File Paths (`/etc/nginx/sites-available/`)
 - `seller-central-backend` $\rightarrow$ `/etc/nginx/sites-enabled/seller-central-backend` (Proxies port 8080)
 - `shippingservice-beta` $\rightarrow$ `/etc/nginx/sites-enabled/shippingservice-beta` (Proxies port 8086)
+- `searchengine` $\rightarrow$ `/etc/nginx/sites-enabled/searchengine` (Proxies port 8087)
 - `emailservice` $\rightarrow$ `/etc/nginx/sites-enabled/emailservice` (Proxies port 8091)
 - `smswhatsappservice` $\rightarrow$ `/etc/nginx/sites-enabled/smswhatsappservice` (Proxies port 8081)
 - `documentverification` & `beta-documentverification` $\rightarrow$ Proxies ports 8093 & 8092