agentscope-ai / agentscope-ai/agentscope-java
[Feature]: Enhance RAG with Document Summaries in System Prompt
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- Java
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Description
## Feature Request
Add support for including individual document summaries in the system prompt when using multiple knowledge bases in RAG mode.
## Current Behavior
When working with multiple documents in RAG, the system prompt doesn't include document-level summaries, which could improve retrieval accuracy and context
understanding.
## Proposed Solution
Include a summary for each document in the system prompt when multiple knowledge bases are loaded. This would help the model better understand which document
contains which information.
## Benefits
- Improved retrieval precision
- Better context awareness
- Enhanced response relevance
- More efficient document utilization
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