Knowledge
Our Retrieval Augmented Generation (RAG) solution
Knowledge is our RAG solution in Relevance AI, which allows you to provide additional context and relevant information to your agents and tools.
How to create a knowledge table
There are a couple of ways to create a knowledge table.
Blank: Start with an empty table and manually input your data.
Click on Blank and name your table.
Upload from CSV: Import structured data from a CSV file.
Select Upload from CSV. Choose your CSV file and hit Upload data to table.
Import from website: Automatically extract and structure data from a specified website. Enter the name of your table, and URL of the website you want to import from. Select the type of content to extract (text or HTML).
Import from 3rd party: Connect to third-party services to import relevant data. Choose from available third-party integrations. For example, if you select Slack, then enter your API key, select the channel you want to important from, and the number of messages.
Sync your knowledge
Sync the knowledge your agents and tools use. This is helpful if you have recently enriched your data with a tool and want to add those new outputs to your knowledge. (Soon you will also be able to change the model used to create embeddings).
Sync new data will create new chunks and vectors for recently added data.
Sync all data will create new chunks and vectors for all data in your knowledge set making sure everything is up to date.
Show/hide columns
Click on the n Hidden button will provide you with a list of columns included in your table and an on/off toggle. Another way to
Hide a column is to click on the header and choose “Hide”.
Download
You can export your data and the analysis results in standard format (i.e. as seen in the table) or wide format (i.e. flattened categorical fields).
Add rows
If you wish to manually add new rows to your data table, click on Add rows located under the table. When hovering over a cell in
the newly added row, the “full screen” icon (i.e. square with 4 arrows) appears which provides you with edit mode to type in values.
Add columns
If you wish to manually add new columns to your data table, click on Add column located to the right of your table.
When modifying rows or columns in a table:
- Do not forget to hit save which appears on the top right of the table.
- You can use the “Clear changes” button that appears on the top, to undo your changes to the latest saved state.
Delete a column
Click on the header and select Delete from the appeared list. Keep in mind that this action is not reversible.
Rename a column
Click on the header and select and you can see that the header appears in a text-box. Simply modify the text to rename a column.
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