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Web Search tool #1541

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sainisanjay opened this issue Jan 22, 2025 · 2 comments
Open

Web Search tool #1541

sainisanjay opened this issue Jan 22, 2025 · 2 comments
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enhancement New feature or request

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@sainisanjay
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🚀 The feature

Can we have Web Search tool support in the agent?

Motivation, pitch

We are utilizing PandasAI for our analytics chatbot but are exploring ways to incorporate web-sourced information alongside our own data analytics. I’ve observed that this functionality is already supported by various frameworks such as LangChain, CrewAI, and others.

Alternatives

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Additional context

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@dosubot dosubot bot added the enhancement New feature or request label Jan 22, 2025
@gventuri
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Hi @sainisanjay currently pandasAI is focused on the data analysis. Could you elaborate further how such an addition would benefit the analysis?

This would help us and the community to properly assess the feature request.

Thanks a lot!

@sainisanjay
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sainisanjay commented Jan 24, 2025

Hi @gventuri Thanks for your respose.

The integration of a web search tool into PandasAI would be beneficial in several ways:

Enriching Data Context: Often, during data analysis, there are situations where our internal datasets lack certain contextual or auxiliary information (e.g., market trends, industry benchmarks, or live updates). A web search tool would enable the agent to fetch relevant, real-time data to supplement and enhance the analysis.

Cross-Referencing: For validation purposes, being able to reference external data directly from the web alongside analytics insights would add more credibility and accuracy to the analysis. For instance, comparing internal sales data with real-time industry statistics sourced from the web.

Broader Use Cases: Incorporating web search functionality can expand PandasAI’s usability beyond traditional analytics to include tasks like competitor analysis, sentiment analysis from online sources, or fetching dynamic financial/economic data.

Seamless Integration: Frameworks like LangChain and CrewAI already support this functionality, and having it in PandasAI would make it more versatile and competitive for end-users, enabling a one-stop solution for analysis and intelligence generation.

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