Knowledge Base

Add context to your Agents using our Vector Knowledge Base

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Our Vector Store Knowledge Base allows you to integrate a powerful and customizable knowledge repository into your application. This functionality enables you to enhance your Agent’s capabilities by connecting it to a vast and diverse set of documents and media files. Agentive has two core methods to add context to your Knowledge Base:

1) File Upload

Upload up to 10,000 files to your Vector Knowledge Base. We support DOCX, PNG, JPG, Markdown, PPT, PPTX. This flexibility ensures that you can incorporate a wide range of data and media to enrich the knowledge base.

Only 5 files can be uploaded at once from within Agentive. For best practises we recommend clearly numbering and labelling your file uploads, then prompt your Agent to search the relevant files for specific information. E.g:

1.company_information.html
2.company_resources.html
3.common_faq&resources.txt

2) URL Upload

Agentive also supports URLs for Knowledge Base uploads, this allows you to upload a dynamic knowledge file which is updated in real time. All URLs are refreshed at the beginning of each new chat session meaning the latest and most up to date information is provided as context for your users. 1) Upload a website URL to store an HTML file of the website contents.

2) Upload a Google Sheets spreadsheet URL to retrieve live information stored in your spreadsheet.

When uploading spreadsheet URLs, remember to make the link publicly sharable and amend "export?format=csv" to the end of the URL. E.g: https://docs.google.com/spreadsheets/d/1v0g_HnyzqE6b9nhNhqBOy9zBpi0Kb51SpLT8hrpGmVg/export?format=csv

How a Vector Store Knowledge Base Works from a Technical Level

Vectorization of Content: The knowledge Base leverages vector embeddings to transform your documents into a format that can be efficiently queried and analyzed by the agent. This process allows for semantic search and retrieval, enabling your agent to provide more accurate and contextually relevant responses based on the uploaded content.

Seamless Integration: Once your files are uploaded, you can seamlessly connect the Knowledge Base to your Agent assuming they share the same OpenAI API Key.

For more technical detail on Knowledge Bases, we recommend this article by OpenAI. https://help.openai.com/en/articles/8868588-retrieval-augmented-generation-rag-and-semantic-search-for-gpts