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ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

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## Describe the bug When Aperag (via mcp_agent) calls a tool and sends the request to a self-hosted vLLM OpenAI-compatible server, the outgoing payload contains messages[*].content as a nested list...

bug
Stale

docker api里报/api/vi/login 400错误

bug
Stale

## Describe the bug When uploading several documents at once (e.g., 3+), the Celery worker intermittently crashes or logs repeated asyncio errors. The error originates from LiteLLM’s async logging worker:...

bug

## Describe the bug There isn't a way to force the language of the graph descriptions. I have a 50 page PDF that is in English and for some reason,...

bug
Stale

# Background Aperag currently supports Nebula Graph as one of its graph storage backends. # Proposal Remove Nebula Graph integration from Aperag, including: - Remove Nebula-specific connector and adapter code...

enhancement

Hello, thanks for the awesome package. When I try to use local models from LM Studio, and I get this image in the picture that says the model has to...

Stale
features

I'm trying to use the VLLM model for an LLM, but it's encountering an error where it can't provide answers to questions. How do I resolve this??

bug
Stale

## Describe the bug I added a local ollama LLM Provider in the settings following the documentation adding process. The problem is that when I try to chat with any...

bug
Stale

## 🧠 Summary `celery-worker` pods are being **OOMKilled** repeatedly due to excessive memory usage when loading data from very large PostgreSQL tables (`lightrag_vdb_relation` and `lightrag_vdb_entity`). --- ## 🐛 Problem Description...

enhancement