> SpecStream is the live web data engine for teams and agents. This is the Markdown copy of https://specstream.ai/integrations/semantic-kernel. Every page, with what SpecStream does and costs: https://specstream.ai/llms.txt

# SpecStream for Semantic Kernel

SpecStream is the live web data engine for teams and agents. The Bing Web Search API is retired. Point Semantic Kernel's Bing text search at the SpecStream Search API, in .NET or Java, and web search works again.

[Read the guide](https://specstream.ai/docs/integrations/semantic-kernel.md)

## What you get

One endpoint

Set BingTextSearchOptions.Endpoint in .NET, or bing.search.url in Java, to the SpecStream address. The kernel and its plugins stay as they are.

.NET and Java

The guide shows the setting in both.

Paid per search

Each search is one Search API call of up to 10 results, paid from your balance with no quote and no approval.

Status

Live

Category

[Agent frameworks & builders](https://specstream.ai/integrations.md#frameworks)

Built by

SpecStream

You need

Semantic Kernel and a SpecStream API key.

Pricing

[You pay for the matches](https://specstream.ai/pricing.md)

Setup guide

[Read the guide](https://specstream.ai/docs/integrations/semantic-kernel.md)

Help

[Talk to a human](https://specstream.ai/talk-to-a-human.md)

## Set it up

1.  In SpecStream, open Agents & API and create an API key.
2.  Set the Bing endpoint to https://api.specstream.ai/v7.0/search and use your SpecStream key as the Bing key.
3.  Run one search from the kernel and read the results.

[The full setup guide](https://specstream.ai/docs/integrations/semantic-kernel.md) has every step, with what to do if something doesn’t arrive.

## Also in Agent frameworks & builders

The same live web data, in the other tools of this kind.

-   [OpenAI API](https://specstream.ai/integrations/openai.md)
-   [OpenAI Agents SDK](https://specstream.ai/integrations/openai-agents-sdk.md)
-   [LangChain](https://specstream.ai/integrations/langchain.md)
-   [LlamaIndex](https://specstream.ai/integrations/llamaindex.md)
-   [CrewAI](https://specstream.ai/integrations/crewai.md)
-   [Vercel](https://specstream.ai/integrations/vercel.md)
-   [Haystack](https://specstream.ai/integrations/haystack.md)
-   [See all](https://specstream.ai/integrations.md#frameworks)

## Live web data, in Semantic Kernel.

Ask in your own words for companies, places, people, filings or anything else the web lists.

[Read the guide](https://specstream.ai/docs/integrations/semantic-kernel.md)[Talk to a human](https://specstream.ai/talk-to-a-human.md)