mirror of
https://github.com/AstrBotDevs/AstrBot
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47 lines
1.9 KiB
Markdown
47 lines
1.9 KiB
Markdown
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# AstrBot Knowledge Base
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> [!TIP]
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> Requires AstrBot version >= 4.5.0.
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## Configuring Embedding Model
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Open the service provider page, click "Add Service Provider", and select Embedding.
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Currently, AstrBot supports embedding vector services compatible with OpenAI API and Gemini API.
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Click on the provider card above to enter the configuration page and fill in the configuration.
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After completing the configuration, click Save.
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## Configuring Reranker Model (Optional)
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A reranker model can improve the precision of final retrieval results to some extent.
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Similar to configuring the embedding model, open the service provider page, click "Add Service Provider", and select Reranker. For more information about reranker models, please refer to online resources.
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## Creating a Knowledge Base
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AstrBot supports multiple knowledge base management. During chat, you can **freely specify which knowledge base to use**.
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Enter the knowledge base page and click "Create Knowledge Base", as shown below:
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Fill in the relevant information. In the embedding model dropdown menu, you will see the embedding model and reranker model you just created (reranker model is optional).
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> [!TIP]
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> Once you've selected an embedding model for a knowledge base, do not modify the **model** or **vector dimension information** of that provider, as this will **seriously affect** the retrieval accuracy of the knowledge base or even **cause errors**.
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## Uploading Files
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After creating a knowledge base, you can upload documents to it. Up to 10 files can be uploaded simultaneously, with a maximum size of 128 MB per file.
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## Using the Knowledge Base
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In the configuration file, you can specify different knowledge bases for different configuration profiles.
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