kubeflow/docs-agent

Kubeflow Documentation AI Agent to power the Kubeflow Website

Stars: 42
Forks: 111
Open beginner issues: 8
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

Beginner friendly Everything

Open All

65 open issues indexed

security(frontend): structured citations allow unsafe URL schemes Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

kubeflow/docs-agent#254 · Opened Sep 15, 2026
bug(frontend): transient session failures permanently disable token acquisition Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

kubeflow/docs-agent#253 · Opened Sep 15, 2026
bug(mcp): Milvus search failures escape the tool boundary Open

Difficulty 2/5 1-3 hours Newbie friendliness 84/100

kubeflow/docs-agent#251 · Opened Sep 13, 2026
bug(frontend): the chat widget calls two functions that no longer exist Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

kubeflow/docs-agent#247 · Opened Sep 8, 2026
bug(pipelines): three of four default code-crawl directories 404 and the run still succeeds Open

kubeflow/docs-agent#245 · 1 comment · 1 assignee · Opened Sep 8, 2026
bug(pipelines): docs citations point at unpublished URLs, and the incremental cleaner has diverged Open

kubeflow/docs-agent#243 · 1 comment · 1 assignee · Opened Sep 8, 2026
Fix broken KEP-867 badge in README Open

kubeflow/docs-agent#238 · 1 comment · 1 assignee · Opened Aug 30, 2026
Bug: PR Safety workflow failing on main — ruff format check fails for tests/test_docs_pipeline.py Open

Difficulty 1/5 Under an hour Newbie friendliness 25/100

kubeflow/docs-agent#236 · Opened Aug 29, 2026
fix: remove outdated Future Improvements section regarding embedding model Open

kubeflow/docs-agent#229 · 1 comment · 1 assignee · Opened Aug 5, 2026
fix: inconsistent Milvus hostname default values in README Open

kubeflow/docs-agent#227 · 1 comment · 1 assignee · Opened Aug 5, 2026
fix: update API server paths in README to point to legacy directory Open

Difficulty 1/5 Under an hour Newbie friendliness 92/100

kubeflow/docs-agent#225 · Opened Aug 5, 2026
pipelines: incremental-pipeline.py and Dockerfile.pipeline still pull full CUDA torch on CPU-only infra Open

kubeflow/docs-agent#223 · 1 comment · 1 assignee · Opened Jul 19, 2026
Full Rebuild Pipeline leaves old vectors in Milvus when source files are deleted or renamed Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

kubeflow/docs-agent#221 · Opened Jul 16, 2026
Issues pipeline chunk_size (1500) exceeds the TEI embedding limit (1000) — tail of long chunks is unsearchable Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

kubeflow/docs-agent#216 · 2 comments · Opened Jul 12, 2026
Implement CI Gatekeeper Workflows for Triaged Issues Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

kubeflow/docs-agent#209 · 4 comments · Opened Jun 13, 2026
Improve retrieval quality with reranking layer Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

kubeflow/docs-agent#204 · 2 comments · Opened Apr 16, 2026
Refactor: Establish Shared Core Architecture for Agentic RAG Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

kubeflow/docs-agent#200 · Opened Apr 7, 2026
Initiative: Repository Cleanup Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

kubeflow/docs-agent#197 · 1 reaction · Opened Apr 2, 2026
SentenceTransformer model reloaded on every search request Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

kubeflow/docs-agent#189 · 1 comment · Opened Mar 30, 2026
Performance: SentenceTransformer reload + Milvus reconnect compound to ~3s overhead per search in main servers Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

kubeflow/docs-agent#183 · Opened Mar 28, 2026
kagent-feast-mcp: runtime monkey-patch of Feast VARCHAR limit is fragile and breaks across versions Open

Difficulty 5/5 Over a week Newbie friendliness 42/100

kubeflow/docs-agent#182 · Opened Mar 28, 2026
Content truncation mismatch: servers discard 60% of indexed content before LLM call Open

Difficulty 3/5 1-2 days Newbie friendliness 62/100

kubeflow/docs-agent#181 · Opened Mar 27, 2026
perf: SentenceTransformer model reloaded on every search request Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

kubeflow/docs-agent#178 · 2 comments · Opened Mar 27, 2026
GSoC 2026: Transitioning docs-agent to an Agentic RAG Architecture (KEP-867) Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

kubeflow/docs-agent#176 · Opened Mar 25, 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 · 2 assignees · Opened Mar 23, 2026
bug(manifests): milvus-deployment.yaml is a live Pod state dump, not an applicable Deployment manifest Open

kubeflow/docs-agent#171 · 1 comment · 1 assignee · Opened Mar 23, 2026
bug(mcp-server): race condition in _init() allows multiple threads to initialize model and client simultaneously Open

kubeflow/docs-agent#169 · 1 comment · 1 assignee · Opened Mar 22, 2026
bug(pipelines): ZeroDivisionError in chunk_and_embed_incremental when text splitter returns empty chunks Open

kubeflow/docs-agent#163 · 1 comment · 1 assignee · Opened Mar 22, 2026
bug(server, server-https): milvus_search silently swallows all exceptions, preventing retry and transparent degradation Open

kubeflow/docs-agent#160 · 1 comment · 1 assignee · Opened Mar 22, 2026
bug(server-https): SentenceTransformer model reloaded on every query causing severe latency Open

kubeflow/docs-agent#157 · 1 comment · 1 assignee · Opened Mar 21, 2026
bug(server-https): citations from follow-up tool calls are silently discarded Open

kubeflow/docs-agent#154 · 1 comment · 1 assignee · Opened Mar 21, 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 · 1 assignee · Opened Mar 21, 2026
bug(pipelines): ZeroDivisionError crash in chunk_and_embed when text splitter returns empty chunks Open

kubeflow/docs-agent#148 · 1 comment · 1 assignee · Opened Mar 19, 2026
[RFC] Reorganize project structure to prioritize Kagent and MCP Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

kubeflow/docs-agent#146 · Opened Mar 19, 2026
feat: Implement Token-Aware Sliding Window Memory Manager and Global Embeddings for HTTP API Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

kubeflow/docs-agent#136 · Opened Mar 14, 2026
Performance Bug: SentenceTransformer is re-initialized on every Milvus search request Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

kubeflow/docs-agent#128 · 3 comments · Opened Mar 13, 2026
Proposal: Native KFP Evaluation Pipeline with RAGAS Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

kubeflow/docs-agent#127 · Opened Mar 11, 2026
perf(server): SentenceTransformer model re-loaded on every search request (no caching) Open

Difficulty 2/5 1-3 hours Newbie friendliness 52/100

kubeflow/docs-agent#115 · 2 comments · Opened Mar 6, 2026
Performance: Synchronous Milvus search blocks the async event loop in execute_tool() Open

kubeflow/docs-agent#110 · 2 comments · 1 assignee · Opened Mar 4, 2026
docs(kagent): Add Milvus resource constraints and WSL2 memory prerequisites for local Kind setup Open

Difficulty 2/5 Half a day Newbie friendliness 52/100

kubeflow/docs-agent#92 · 1 comment · Opened Mar 1, 2026
bug(mcp-server): Placeholder <YOUR_NAMESPACE> in Milvus connection URI Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

kubeflow/docs-agent#91 · 9 comments · Opened Mar 1, 2026
docs: Document WSL port-forwarding TCP drop fix for Next.js UI Open

Difficulty 1/5 Under an hour Newbie friendliness 50/100

kubeflow/docs-agent#90 · 1 comment · Opened Mar 1, 2026
bug(kagent): Default Kagent bundled agents crash loop due to missing secrets Open

Difficulty 1/5 Under an hour Newbie friendliness 50/100

kubeflow/docs-agent#89 · 1 comment · Opened Mar 1, 2026
bug(kagent): Decommissioned Groq model llama3-8b-8192 mapped in setup.yaml Open

Difficulty 1/5 Under an hour Newbie friendliness 50/100

kubeflow/docs-agent#88 · 3 comments · Opened Mar 1, 2026
bug(server): PyMilvus synchronous RPC commands freeze the ASGI event loop Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

kubeflow/docs-agent#82 · 2 comments · Opened Feb 28, 2026
refactor(pipelines): Deduplicate text-cleaning regex into shared utility Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

kubeflow/docs-agent#81 · 2 comments · Opened Feb 28, 2026
docs(adr): write ADR-008 — vector store selection for docs-agent Open

Difficulty 2/5 Half a day Newbie friendliness 52/100

kubeflow/docs-agent#79 · Opened Feb 28, 2026
feat: Add centralized embedding-service/ to eliminate per-component model loading (ADR-004) Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

kubeflow/docs-agent#77 · Opened Feb 28, 2026
security: Replace CORS allow_origins=["*"] with env-var allowlist Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

kubeflow/docs-agent#76 · 1 comment · Opened Feb 27, 2026
bug: httpx.AsyncClient created per-request in server-https/app.py Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

kubeflow/docs-agent#75 · Opened Feb 27, 2026

A short digest of beginner-friendly GitHub issues.