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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
No response
Additional context
No response
The text was updated successfully, but these errors were encountered:
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.
🚀 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
No response
Additional context
No response
The text was updated successfully, but these errors were encountered: