What is Haystack?
End-to-end NLP framework for building search, RAG, and question answering pipelines. Developed by deepset.
Searching Shopify with Haystack
This integration lets your Haystack agent search Shopify in real time via the Scavio API. The agent gets back structured JSON with store URLs, product page URLs, page titles, SERP snippets (price and stock text when Google shows it) -- ready for reasoning and decision-making.
Setup
Bash
pip install scavio-haystackCode Example
Here is a complete Haystack agent that searches Shopify using Scavio:
Python
from haystack.components.generators import OpenAIGenerator
from haystack_integrations.components.websearch.scavio import ScavioWebSearch
# export SCAVIO_API_KEY=sk_live_your_key
web_search = ScavioWebSearch(top_k=5)
results = web_search.run(query="site:myshopify.com leather wallet")
context = "\n".join(doc.content for doc in results["documents"])
generator = OpenAIGenerator(model="gpt-5.5")
response = generator.run(
prompt="Summarise these search results:\n" + context
)
print(response["replies"][0])Full Working Example
A production-ready example with error handling:
Python
from haystack import Pipeline
from haystack.components.builders import PromptBuilder
from haystack.components.generators import OpenAIGenerator
from haystack_integrations.components.websearch.scavio import ScavioWebSearch
# export SCAVIO_API_KEY=sk_live_your_key
template = """
Based on these web search results, answer the question.
{% for doc in documents %}{{ doc.content }}
{% endfor %}
Question: {{ query }}
Answer:
"""
pipe = Pipeline()
pipe.add_component("search", ScavioWebSearch(top_k=5))
pipe.add_component("prompt_builder", PromptBuilder(template=template))
pipe.add_component("llm", OpenAIGenerator(model="gpt-5.5"))
pipe.connect("search.documents", "prompt_builder.documents")
pipe.connect("prompt_builder", "llm")
query = "site:myshopify.com leather wallet"
result = pipe.run({"search": {"query": query}, "prompt_builder": {"query": query}})
print(result["llm"]["replies"][0])Pricing
Scavio offers a free tier with 50 credits on signup (1 credit per search). No credit card required. This is enough to build and test your Haystack integration. Paid plans start at $30/month for higher volumes.