BotSharp/docs/knowledge-base/similarity-search.md
2023-08-10 07:25:08 -05:00

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# Similarity Search
After we have learned the concepts of `Text Embedding` and `Vector Database`, we can start to use BotSharp to actually build an LLM-based knowledge base question system.
Below we will walk through how to use an existing PDF document to make a Q&A chatbot.
## Feed knowledge
Use the feed knowledge interface to feed knowledge into the database. Before that, you need to create an Agent to manage the Chatbot, and the Agent's `id` is needed in subsequent operations.
`http://localhost:5500/knowledge/{agentId}`, You can add `startPageNum` and `endPageNum` to select useful parts of the document.
![Alt text](assets/feed_knowledge_pdf.png)
## Retrieve knowledge
After you have finished inputting knowledge, you can start asking related questions with your AI Assistant.
![Alt text](assets/feed_knowledge_answer.png)