How to Integrate TalorData with LlamaIndex

Connect the TalorData SERP API to LlamaIndex, enabling your agents to perform real-time web search, image search, news search, and obtain structured search results. TalorData supports coverage across 195 countries/regions worldwide and is suitable for AI Agents, SEO tools, market research, and search-driven applications.

Get TalorData API Token

• Log in to your TalorData Dashboard.

• Go to SERP API - API Token. If you have not yet generated an API Token, generate a new one.

Installation

Install the required package:

python -m pip install llama-index-tools-talordata-serp

Usage Example

The following example demonstrates how to use TalorData tools with LlamaIndex.

llm = OpenAI(model="gpt-4o", api_key="your-api-key")
​
talordata_tool = talordataToolSpec(api_key="your-api-key", zone="unlocker")
​
tool_list = talordata_tool.to_tool_list()
​
for tool in tool_list:
    tool.original_description = tool.metadata.description
    tool.metadata.description = "talordata web scraping tool"
​
agent = OpenAIAgent.from_tools(tools=tool_list, llm=llm)
​
query = (
    "Find and summarize the latest news about AI from major tech news sites"
)
tool_descriptions = "\n\n".join(
    [
        f"Tool Name: {tool.metadata.name}\nTool Description: {tool.original_description}"
        for tool in tool_list
    ]
)
​
query_with_descriptions = f"{tool_descriptions}\n\nQuery: {query}"
​
response = agent.chat(query_with_descriptions)
print(response)