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ogx-ai

5 indexed repositories · View on GitHub

ogx
Open GenAI Stack

Python · 8431 stars
ogx-client-python
Python SDK for OGX

Python · 198 stars
ogx-client-typescript
Typescript library for OGX

TypeScript · 97 stars
ogx-demos
Collection of demos for building Llama Stack based apps on OpenShift

Jupyter Notebook · 65 stars
ogx-k8s-operator

Go · 29 stars

Beginner friendly Everything

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Add optional native Parallel web search through free Search MCP Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

ogx-ai/ogx#6607 · Opened Sep 21, 2026
remote::llama-cpp-server sample_run_config hardcodes base_url, breaking env overrides in all generated configs Open

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

ogx-ai/ogx#6604 · Opened Sep 21, 2026
inline::milvus: track milvus-lite 3.x release and unpin when AllocTimestamp lands Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

ogx-ai/ogx#6602 · Opened Sep 21, 2026
Streaming `file_search` responses leak the `<|file-...|>` citation marker into `output_text.delta` events Open

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

ogx-ai/ogx#6598 · Opened Sep 20, 2026
Lift the `pypdf <6.14` cap once file-search recordings are re-recorded (pypdf ≥ 6.14 changed PDF extraction) Open

dependencies tech-debt

Difficulty 4/5 3-5 days Newbie friendliness 48/100

ogx-ai/ogx#6596 · Opened Sep 19, 2026
Enforce pyproject.toml version caps with dependabot ignore rules (dependabot silently widens caps) Open

dependencies tech-debt

Difficulty 2/5 1-3 hours Newbie friendliness 82/100

ogx-ai/ogx#6595 · Opened Sep 19, 2026
Lift the `fastapi <0.137` cap once route introspection handles `_IncludedRouter` (fastapi ≥ 0.137) Open

dependencies tech-debt

Difficulty 4/5 3-5 days Newbie friendliness 56/100

ogx-ai/ogx#6594 · Opened Sep 19, 2026
Lift the `openai <2.44` cap once the API recorder is fixed for openai ≥ 2.44 Open

dependencies tech-debt

Difficulty 4/5 3-5 days Newbie friendliness 48/100

ogx-ai/ogx#6593 · Opened Sep 19, 2026
Security: transformers CVEs and migration to 5.x Open

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

ogx-ai/ogx#6588 · Opened Sep 19, 2026
starter extra has no lower bound on `sentence-transformers`, so v1.0.3 installs 0.2.3 and embeddings raise TypeError Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

ogx-ai/ogx#6581 · Opened Sep 18, 2026
httpx no longer maintained, consider httpx2 fork Open

tech-debt

Difficulty 3/5 1-2 days Newbie friendliness 57/100

ogx-ai/ogx#6572 · 5 comments · Opened Sep 17, 2026
ReActToolParser.get_tool_calls drops tool calls for zero-argument tools (falsy empty tool_params list) Open

Difficulty 2/5 1-3 hours Newbie friendliness 86/100

ogx-ai/ogx#6570 · Opened Sep 16, 2026
`apis:` cannot disable `conversations`, and omitted routes return non-OpenAI-shaped 404s Open

Difficulty 4/5 3-5 days Newbie friendliness 64/100

ogx-ai/ogx#6558 · Opened Sep 15, 2026
Add The Grid as a remote inference provider Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ogx-ai/ogx#6499 · Opened Sep 5, 2026
Missing chunk_overlap_tokens < max_chunk_size_tokens validation in VectorStoreChunkingStrategyStaticConfig Open

Difficulty 2/5 1-3 hours Newbie friendliness 86/100

ogx-ai/ogx#6448 · Opened Aug 31, 2026
[Bug] TCP connections to inference providers remain in CLOSE_WAIT until OGX restarts Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 42/100

ogx-ai/ogx#6437 · 6 comments · Opened Aug 25, 2026
feat(inference): Add DefaultAzureCredential / OIDC support to remote::azure provider Open

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

ogx-ai/ogx#6427 · 1 comment · Opened Aug 21, 2026
🎉 Thanks for your first pull request to Floci! Open

Difficulty 1/5 Under an hour Newbie friendliness 15/100

ogx-ai/ogx-client-python#348 · 1 comment · Opened Aug 19, 2026
Proposal: PKOS v2.0 — Bridge-Layer Protocol for Structural Memory to Prevent Context Collapse Open

enhancement

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

ogx-ai/ogx#6356 · 4 comments · Opened Jul 26, 2026
Ingestion Gatekeeper Middleware (open-research-lite) for 85% Token Reduction Open

enhancement

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

ogx-ai/ogx#6355 · 1 comment · Opened Jul 26, 2026
remote::passthrough inference provider broken on openai >= 2.34.0 — all requests return 500 Open

bug

Difficulty 2/5 1-3 hours Newbie friendliness 85/100

ogx-ai/ogx#6343 · Opened Jul 24, 2026
Unauthenticated Server-Side Request Forgery via MCP tool `server_url` in POST /v1/responses Open

bug

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

ogx-ai/ogx#6287 · 1 comment · Opened Jul 13, 2026
`insert_chunks` should use upsert semantics — providers silently duplicate or error on repeated chunk IDs Open

bug stale

Difficulty 4/5 3-5 days Newbie friendliness 65/100

ogx-ai/ogx#6256 · 1 comment · Opened Jul 8, 2026
Proposal for gradient text based logo for OGX website navbar Open

discussion

Difficulty 5/5 Over a week Newbie friendliness 30/100

ogx-ai/ogx#6245 · 3 comments · 1 reaction · Opened Jul 6, 2026
Mad API Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

ogx-ai/ogx-client-python#347 · Opened Jul 4, 2026
Backport workflow-hardening fix (excessive-permissions) to 3 release branches Open

stale

Difficulty 2/5 1-3 hours Newbie friendliness 82/100

ogx-ai/ogx#6208 · 3 comments · Opened Jun 29, 2026
file_search tool does not allow to choose the search mode Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 52/100

ogx-ai/ogx#6170 · 4 comments · Opened Jun 23, 2026
Establish contribution standard for ogx-demos Open

documentation enhancement

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

ogx-ai/ogx-demos#365 · Opened Jun 18, 2026
Milvus, Chroma, and Weaviate providers do not persist vector store metadata to kvstore Open

bug

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

ogx-ai/ogx#5954 · 3 comments · Opened May 27, 2026
feat(mcp): prepare for MCP 2026-07-28 Release Candidate breaking changes Open

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

ogx-ai/ogx#5952 · 1 comment · Opened May 27, 2026
User Input and Output Must Never Appear in Server Logs Open

enhancement

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

ogx-ai/ogx#5851 · 3 comments · Opened May 15, 2026
OpenAI -pro models fail via Responses API: OGX should forward to OpenAI /v1/responses instead of /v1/chat/completions Open

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

ogx-ai/ogx#5846 · 2 comments · Opened May 14, 2026
Followup on guardrail config Open

stale

Difficulty 5/5 Over a week Newbie friendliness 30/100

ogx-ai/ogx#5783 · 3 comments · Opened May 11, 2026
Fall back inference does not drop reasoning_effort attribute Open

bug

ogx-ai/ogx#5607 · 2 comments · 1 reaction · 2 assignees · Opened Apr 23, 2026
LLS operator OOM from ConfigMap Watch scope Open

bug

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

ogx-ai/ogx-k8s-operator#269 · Opened Mar 11, 2026
Handle include_obfuscation for stream_options Open

stale tech-debt

ogx-ai/ogx#5092 · 4 comments · 1 assignee · Opened Mar 10, 2026
Add migration docs for new CRD version Open

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

ogx-ai/ogx-k8s-operator#238 · Opened Jan 28, 2026
Ensure Backward Compatibility to v1beta1 Open

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

ogx-ai/ogx-k8s-operator#237 · Opened Jan 28, 2026
Update controller for config generation Open

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

ogx-ai/ogx-k8s-operator#236 · Opened Jan 28, 2026
Update CRD schema to support lls server config Open

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

ogx-ai/ogx-k8s-operator#235 · Opened Jan 28, 2026
Operator-Generated Server Configuration Open

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

ogx-ai/ogx-k8s-operator#234 · Opened Jan 28, 2026
Chat completions Streaming TTFT delay with llama-stack-client (TypeScript) vs OpenAI SDK (TypeScript) Open

Difficulty 3/5 1-2 days Newbie friendliness 42/100

ogx-ai/ogx-client-typescript#53 · Opened Jan 28, 2026
Responses API reasoning summaries from providers that provide them Open

enhancement

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

ogx-ai/ogx#4697 · 4 comments · 1 reaction · Opened Jan 22, 2026
Put middleware files into a middleware directory Open

good first issue stale tech-debt

ogx-ai/ogx#4688 · 13 comments · 1 assignee · Opened Jan 22, 2026
Database Schema Management CLI Proposal Open

enhancement

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

ogx-ai/ogx#4516 · 5 comments · 1 reaction · Opened Jan 13, 2026
add /admin/providers CREATE route Open

enhancement stale

Difficulty 4/5 3-5 days Newbie friendliness 48/100

ogx-ai/ogx#4318 · 4 comments · Opened Dec 4, 2025
create roles/wire them to `/admin` API Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

ogx-ai/ogx#4304 · 5 comments · 2 reactions · Opened Dec 3, 2025
Add ability to specify folders for file upload using S3 Open

enhancement stale

Difficulty 3/5 1-2 days Newbie friendliness 58/100

ogx-ai/ogx#4247 · 5 comments · 1 reaction · Opened Nov 27, 2025
tool_runtime.rag_tool.insert not working Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

ogx-ai/ogx-client-python#307 · 1 comment · Opened Nov 24, 2025
Agent API has been removed? Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

ogx-ai/ogx-client-typescript#50 · 2 comments · Opened Nov 20, 2025

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