Ziang Guo

[Improvement] Multi-Agent Architecture Enhancement

1

## Is your improvement request related to a problem? Please describe. Currently, ApeRAG uses a single-agent architecture where one monolithic agent handles the entire RAG pipeline from query understanding, retrieval...

[Features] add user guide docs

1

**What is the user interaction of your feature** A concise description of user interactions or user stories of your feature request **Is your feature request related to a problem? Please...

[BUG] Rerank operation fails with InvalidParameter error when document index exceeds 300000

1

**Describe the bug** 2025-07-09 07:10:39,420 - ERROR - Rerank operation failed: Alibaba Cloud rerank API returned 400: {"request_id":"2e5de67c-bbfe-9680-b8e2-9697ecd74c40","code":"InvalidParameter","message":" InternalError.Algo.InvalidParameter: Value error, document index:0 is invalid, it should not be larger...

**Description:** Currently, the E2E test code in `test_collection.py` and similar files uses an HTTP client to directly call API endpoints via URLs. For better maintainability, usability, and to provide a...

### Is your feature request related to a problem? Please describe. Currently, our list endpoints (e.g., `/api/v1/collections/{collection_id}/documents`) fetch and return all records from the database in a single response. As...

## Background The current API implementation can be further optimized for better performance and observability. ## Suggestions 1. **Log and Store API Latency** - Print the latency (duration) of each...

**Is your feature request related to a problem? Please describe.** Currently, our FastAPI application is deployed for production using a single, direct `uvicorn` command. While this is straightforward and works...

[Features] support rrf algorithm to merge search results

1

**What is the user interaction of your feature** We should support the Reciprocal Rank Fusion (RRF) algorithm to perform comprehensive re-ranking of results from multi-source recalls. **Is your feature request...

[Improvement] Securely Encrypt and Store Sensitive Information (e.g., Passwords, API Keys)

1

Is your improvement request related to a problem? Please describe. A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] If this is a...

[Improvement] replace WebSocket with Server Sent Event(SSE)

1

Is your improvement request related to a problem? Please describe. A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] If this is a...