From 71481f541b6c96fa0ad60d467d925aa5850a815d Mon Sep 17 00:00:00 2001
From: BuyWhere <partners@buywhere.ai>
Date: Wed, 6 May 2026 07:28:11 +0700
Subject: [PATCH 1/2] Add BuyWhere product search example with AgentOps tracing

---
 examples/buywhere/buywhere_product_search.py | 93 ++++++++++++++++++++
 1 file changed, 93 insertions(+)
 create mode 100644 examples/buywhere/buywhere_product_search.py

diff --git a/examples/buywhere/buywhere_product_search.py b/examples/buywhere/buywhere_product_search.py
new file mode 100644
index 000000000..66fd594e4
--- /dev/null
+++ b/examples/buywhere/buywhere_product_search.py
@@ -0,0 +1,93 @@
+"""
+BuyWhere Product Search with AgentOps Tracing
+==============================================
+
+Demonstrates using the BuyWhere product catalog API with AgentOps observability.
+Searches 11M+ products across 5 markets (SG, US, MY, VN, TH) with
+real-time pricing and deal discovery.
+
+Installation:
+    pip install agentops python-dotenv requests
+"""
+
+import os
+import json
+
+import agentops
+import requests
+from dotenv import load_dotenv
+
+load_dotenv()
+
+AGENTOPS_API_KEY = os.getenv("AGENTOPS_API_KEY", "your_agentops_api_key")
+BUYWHERE_API_KEY = os.getenv("BUYWHERE_API_KEY", "")
+BUYWHERE_BASE_URL = "https://api.buywhere.ai/v1"
+
+agentops.init(
+    auto_start_session=True,
+    trace_name="BuyWhere Product Search",
+    tags=["buywhere", "product-search", "agentops-example"],
+)
+tracer = agentops.start_trace(
+    trace_name="BuyWhere Product Search",
+    tags=["buywhere", "product-search", "agentops-example"],
+)
+
+
+def search_products(query: str, market: str = "SG", limit: int = 5):
+    """Search products by keyword across a market."""
+    headers = {"Authorization": f"Bearer {BUYWHERE_API_KEY}"} if BUYWHERE_API_KEY else {}
+    params = {"q": query, "market": market, "limit": limit}
+    resp = requests.get(f"{BUYWHERE_BASE_URL}/products/search", headers=headers, params=params)
+    resp.raise_for_status()
+    return resp.json()
+
+
+def get_deals(market: str = "SG", limit: int = 5):
+    """Get current deals and discounts."""
+    headers = {"Authorization": f"Bearer {BUYWHERE_API_KEY}"} if BUYWHERE_API_KEY else {}
+    params = {"market": market, "limit": limit}
+    resp = requests.get(f"{BUYWHERE_BASE_URL}/products/deals", headers=headers, params=params)
+    resp.raise_for_status()
+    return resp.json()
+
+
+def list_categories(market: str = "SG"):
+    """List product categories available in a market."""
+    headers = {"Authorization": f"Bearer {BUYWHERE_API_KEY}"} if BUYWHERE_API_KEY else {}
+    params = {"market": market}
+    resp = requests.get(f"{BUYWHERE_BASE_URL}/categories", headers=headers, params=params)
+    resp.raise_for_status()
+    return resp.json()
+
+
+def find_best_price(product_id: str):
+    """Get pricing history for a specific product."""
+    headers = {"Authorization": f"Bearer {BUYWHERE_API_KEY}"} if BUYWHERE_API_KEY else {}
+    resp = requests.get(f"{BUYWHERE_BASE_URL}/products/{product_id}/prices", headers=headers)
+    resp.raise_for_status()
+    return resp.json()
+
+
+if __name__ == "__main__":
+    print("=== BuyWhere Product Search with AgentOps ===\n")
+
+    products = search_products("laptop", market="SG", limit=3)
+    print(f"Found {products.get('total', 0)} laptops in Singapore")
+    for item in products.get("data", [])[:3]:
+        print(f"  - {item.get('name')}: ${item.get('price')} at {item.get('merchant')}")
+
+    print()
+    deals = get_deals(market="SG", limit=3)
+    print(f"Top deals in Singapore ({deals.get('total', 0)} available):")
+    for deal in deals.get("data", [])[:3]:
+        print(f"  - {deal.get('name')}: was ${deal.get('original_price')}, now ${deal.get('price')}")
+
+    print()
+    categories = list_categories(market="SG")
+    print(f"Product categories ({len(categories.get('data', []))} available):")
+    for cat in categories.get("data", [])[:5]:
+        print(f"  - {cat.get('name')} ({cat.get('product_count', 0)} products)")
+
+    agentops.end_trace(tracer, end_state="Success")
+    print("\n✓ Trace complete — view in AgentOps dashboard")

From e71fe83c065dfdc4cbc0c3d2c0447ad4de38ceeb Mon Sep 17 00:00:00 2001
From: BuyWhere <partners@buywhere.ai>
Date: Wed, 6 May 2026 07:28:18 +0700
Subject: [PATCH 2/2] Add BuyWhere example README

---
 examples/buywhere/README.md | 29 +++++++++++++++++++++++++++++
 1 file changed, 29 insertions(+)
 create mode 100644 examples/buywhere/README.md

diff --git a/examples/buywhere/README.md b/examples/buywhere/README.md
new file mode 100644
index 000000000..e79521984
--- /dev/null
+++ b/examples/buywhere/README.md
@@ -0,0 +1,29 @@
+# BuyWhere Product Search Example
+
+This example demonstrates using the [BuyWhere](https://buywhere.ai) product catalog API with AgentOps observability.
+
+BuyWhere is an agent-native product catalog API that lets AI agents search 11M+ products across 5 markets (Singapore, United States, Malaysia, Vietnam, Thailand) with real-time pricing and deal discovery.
+
+## What this example shows
+
+- Searching products by keyword across markets
+- Fetching current deals and discounts
+- Listing product categories
+- Finding best prices for specific products
+- All traced with AgentOps for observability
+
+## Requirements
+
+- Python 3.10+
+- AgentOps API key ([get one free](https://agentops.ai))
+- BuyWhere API key (optional — public endpoints work without auth)
+
+## Usage
+
+```bash
+export AGENTOPS_API_KEY="your-api-key"
+python buywhere_product_search.py
+```
+
+The example searches for laptops in Singapore, fetches active deals, and lists product categories — all tracked in your AgentOps dashboard.
+