kubeflow/docs-agent

Kubeflow Documentation AI Agent to power the Kubeflow Website

Stars: 42
Forks: 111
Open beginner issues: 0
Indexed issues: 65
Avg merge: 6d 23m
Merged PRs (30d): 2

Dominant language: Python
License: Apache-2.0
Last GitHub push: Sep 12, 2026
Latest indexed: Sep 18, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

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65 open issues indexed

Feat: Ingest GitHub Issue Comments into RAG pipeline Open

kubeflow/docs-agent#9 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Bug: Pipeline drops entire Milvus collection on every run Open

kubeflow/docs-agent#10 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Implement Makefile for Development Automation Open

kubeflow/docs-agent#14 · 5 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Replace MinIO with SeaweedFS as Milvus Object Storage Backend Open

kubeflow/docs-agent#34 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 18, 2026
Implement Agentic Query Router (LangGraph) for multi-source retrieval Open

kubeflow/docs-agent#42 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
feat: Add Scale-to-Zero configuration to KServe InferenceService Open

kubeflow/docs-agent#47 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
feat: Serve embedding model as a dedicated KServe InferenceService instead of per-run install Open

kubeflow/docs-agent#48 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
[Feature] Two-Stage Hybrid Retrieval Pipeline (Dense + BM25 + RRF) Open

kubeflow/docs-agent#51 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
[Discussion - GSoC ] Design for agentic RAG on Kubeflow Open

kubeflow/docs-agent#59 · 41 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Deprecate duplicated code in WebSocket and HTTP servers Open

kubeflow/docs-agent#60 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Duplicate @dsl.component decorators in kagent-feast-mcp Open

kubeflow/docs-agent#61 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Performance: avoid reloading embedding model on every query in docs-agent API Open

kubeflow/docs-agent#63 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
[Pre-work] Codebase cleanup before GSoC project work begins Open

kubeflow/docs-agent#72 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
refactor: Restructure manifests/ into Kustomize base/overlay layout Open

kubeflow/docs-agent#73 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
bug: Race condition in mcp-server/server.py _init() under concurrent requests Open

kubeflow/docs-agent#74 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
bug: httpx.AsyncClient created per-request in server-https/app.py Open

kubeflow/docs-agent#75 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
security: Replace CORS allow_origins=["*"] with env-var allowlist Open

kubeflow/docs-agent#76 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
feat: Add centralized embedding-service/ to eliminate per-component model loading (ADR-004) Open

kubeflow/docs-agent#77 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
docs(adr): write ADR-008 — vector store selection for docs-agent Open

kubeflow/docs-agent#79 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
refactor(pipelines): Deduplicate text-cleaning regex into shared utility Open

kubeflow/docs-agent#81 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
bug(server): PyMilvus synchronous RPC commands freeze the ASGI event loop Open

kubeflow/docs-agent#82 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
bug(kagent): Decommissioned Groq model llama3-8b-8192 mapped in setup.yaml Open

kubeflow/docs-agent#88 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
bug(kagent): Default Kagent bundled agents crash loop due to missing secrets Open

kubeflow/docs-agent#89 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
docs: Document WSL port-forwarding TCP drop fix for Next.js UI Open

kubeflow/docs-agent#90 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
bug(mcp-server): Placeholder <YOUR_NAMESPACE> in Milvus connection URI Open

kubeflow/docs-agent#91 · 9 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
docs(kagent): Add Milvus resource constraints and WSL2 memory prerequisites for local Kind setup Open

kubeflow/docs-agent#92 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Performance: Synchronous Milvus search blocks the async event loop in execute_tool() Open

kubeflow/docs-agent#110 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 18, 2026
perf(server): SentenceTransformer model re-loaded on every search request (no caching) Open

kubeflow/docs-agent#115 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Proposal: Native KFP Evaluation Pipeline with RAGAS Open

kubeflow/docs-agent#127 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Performance Bug: SentenceTransformer is re-initialized on every Milvus search request Open

kubeflow/docs-agent#128 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
feat: Implement Token-Aware Sliding Window Memory Manager and Global Embeddings for HTTP API Open

kubeflow/docs-agent#136 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
[RFC] Reorganize project structure to prioritize Kagent and MCP Open

kubeflow/docs-agent#146 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
bug(pipelines): ZeroDivisionError crash in chunk_and_embed when text splitter returns empty chunks Open

kubeflow/docs-agent#148 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 18, 2026
bug(server-https): mutual recursion between stream_llm_response and handle_tool_follow_up causes unbounded stack growth Open

kubeflow/docs-agent#152 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 18, 2026
bug(server-https): citations from follow-up tool calls are silently discarded Open

kubeflow/docs-agent#154 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 18, 2026
bug(server-https): SentenceTransformer model reloaded on every query causing severe latency Open

kubeflow/docs-agent#157 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 18, 2026
bug(server, server-https): milvus_search silently swallows all exceptions, preventing retry and transparent degradation Open

kubeflow/docs-agent#160 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 18, 2026
bug(pipelines): ZeroDivisionError in chunk_and_embed_incremental when text splitter returns empty chunks Open

kubeflow/docs-agent#163 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 18, 2026
bug(mcp-server): race condition in _init() allows multiple threads to initialize model and client simultaneously Open

kubeflow/docs-agent#169 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 18, 2026
bug(manifests): milvus-deployment.yaml is a live Pod state dump, not an applicable Deployment manifest Open

kubeflow/docs-agent#171 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 18, 2026
bug(frontend): XSS vulnerability in chatbot.js — inline code and bold text not HTML-escaped before innerHTML Open

kubeflow/docs-agent#175 · 1 comment · 0 reactions · 2 assignees · Indexed Sep 18, 2026
GSoC 2026: Transitioning docs-agent to an Agentic RAG Architecture (KEP-867) Open

kubeflow/docs-agent#176 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
perf: SentenceTransformer model reloaded on every search request Open

kubeflow/docs-agent#178 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Content truncation mismatch: servers discard 60% of indexed content before LLM call Open

kubeflow/docs-agent#181 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
kagent-feast-mcp: runtime monkey-patch of Feast VARCHAR limit is fragile and breaks across versions Open

kubeflow/docs-agent#182 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Performance: SentenceTransformer reload + Milvus reconnect compound to ~3s overhead per search in main servers Open

kubeflow/docs-agent#183 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
SentenceTransformer model reloaded on every search request Open

kubeflow/docs-agent#189 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Initiative: Repository Cleanup Open

kubeflow/docs-agent#197 · 0 comments · 1 reaction · 0 assignees · Indexed Sep 18, 2026
Refactor: Establish Shared Core Architecture for Agentic RAG Open

kubeflow/docs-agent#200 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026
Improve retrieval quality with reranking layer Open

kubeflow/docs-agent#204 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 18, 2026

A short digest of beginner-friendly GitHub issues.