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xorbitsai

6 indexed repositories · View on GitHub

inference
Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-p...

Python · 9579 stars
xagent
Build personal agents and enterprise AI workforces that plan, delegate, use tools, and deliver real work — without brittle workflows.

Python · 301 stars
xoscar
Python actor framework for heterogeneous computing.

Python · 174 stars
xrouter-llm
A prompt-aware LLM router that predicts which models can complete each request, then selects the cheapest capable one: 53.2% lower cost a...

Python · 39 stars
deepdoc-lib

Python · 2 stars
xagent-sdk
Xagent Python SDK

Python · 1 star

Beginner friendly Everything

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fix(admin): catalog app create/rename admits normalized variants of an existing catalog identity, aliasing its shared server Open

bug P1

Difficulty 4/5 3-5 days Newbie friendliness 68/100

xorbitsai/xagent#2523 · Opened Sep 20, 2026
Web chat connector-runtime dialog: let the user pick which unacknowledged message to resend instead of offering none Open

xorbitsai/xagent#2517 · 1 assignee · Opened Sep 20, 2026
Web chat connector-runtime dialog: should a satisfied report that still holds a snapshot offer a resend action? Open

xorbitsai/xagent#2516 · 1 assignee · Opened Sep 20, 2026
fix(mcp): resolve catalog-app server ownership by a stable built-in marker, not normalized name and transport Open

bug P1

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

xorbitsai/xagent#2515 · Opened Sep 20, 2026
fix(migrations): granola and notion seeds do not reconcile pre-existing mcp_servers rows under their catalog identities Open

bug P1

Difficulty 4/5 3-5 days Newbie friendliness 54/100

xorbitsai/xagent#2514 · Opened Sep 20, 2026
Image retries can re-bill a non-idempotent request whose outcome is unknown Open

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

xorbitsai/xagent#2513 · Opened Sep 20, 2026
refactor(tests): consolidate duplicated public_mcp_apps seed-migration test helpers Open

P2

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

xorbitsai/xagent#2508 · Opened Sep 20, 2026
fix(chat): one-piece final answers keep workspace file links on screen until reload Open

bug

xorbitsai/xagent#2505 · 1 assignee · Opened Sep 20, 2026
fix(onedrive): bound file-content downloads before buffering Open

bug

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

xorbitsai/xagent#2504 · Opened Sep 20, 2026
fix(oauth): enforce app-scoped Microsoft grants for file connectors Open

bug

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

xorbitsai/xagent#2503 · Opened Sep 20, 2026
Web chat: a terminal frame during the dialog's own in-flight resend defeats resend-id reuse Open

xorbitsai/xagent#2502 · 1 assignee · Opened Sep 20, 2026
ref(agent): move the compaction warning dedup helpers out of runtime.py into a dedicated module Open

P2 refactor

Difficulty 3/5 1-2 days Newbie friendliness 76/100

xorbitsai/xagent#2495 · Opened Sep 18, 2026
fix(tools): reserve the engine's tool-results directory from the workspace write tools Open

bug gpu

xorbitsai/xagent#2490 · 1 assignee · Opened Sep 18, 2026
Connector-runtime dialog state: evaluate a single snapshot store keyed by message id Open

xorbitsai/xagent#2489 · 1 assignee · Opened Sep 18, 2026
Web chat sendMessage: share one stage/await/discard wrapper across the four delivery paths Open

xorbitsai/xagent#2488 · 1 assignee · Opened Sep 18, 2026
Web chat connector-runtime dialog: prune drafts and field errors when a fresh report is installed Open

xorbitsai/xagent#2487 · 1 assignee · Opened Sep 18, 2026
enh(agent): blocked context compaction is log-only and re-warns every iteration Open

enhancement P2

Difficulty 3/5 1-2 days Newbie friendliness 76/100

xorbitsai/xagent#2484 · 1 comment · Opened Sep 18, 2026
fix(agent): compaction silently falls back to a 32k threshold when the model's context_window is unknown, causing compaction storms on long-context models Open

bug P1

xorbitsai/xagent#2483 · 2 comments · 1 assignee · Opened Sep 18, 2026
enh(web): bind the Conversation Logs ui_source CASE once instead of evaluating it in SELECT, WHERE and GROUP BY Open

enhancement P2

Difficulty 4/5 3-5 days Newbie friendliness 66/100

xorbitsai/xagent#2480 · Opened Sep 17, 2026
Web chat connector-runtime dialog: route every async exit through one stale-request guard Open

xorbitsai/xagent#2478 · 1 assignee · Opened Sep 17, 2026
connector-runtime-api.ts: no test pins the 503 fall-through for codes other than connector_runtime_unavailable Open

xorbitsai/xagent#2477 · 1 assignee · Opened Sep 17, 2026
ref(calendar): share conflict accumulation across connectors Open

refactor

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

xorbitsai/xagent#2469 · Opened Sep 17, 2026
connector-runtime-api.ts: DialogOutcome.blocking is narrower than its name suggests Open

xorbitsai/xagent#2467 · 1 assignee · Opened Sep 17, 2026
connector-runtime-api.ts: host-path comment misstates the static-export matcher's trailing-slash behavior Open

xorbitsai/xagent#2466 · 1 assignee · Opened Sep 17, 2026
Carry turn_id on terminal task frames so the web-chat resend snapshot can be attributed per turn Open

xorbitsai/xagent#2465 · 1 assignee · Opened Sep 17, 2026
fix(web): INTERACTION_ORIGIN_VOCABULARY lacks the session transport's source=external, so external tasks read back as unknown origin Open

bug P2

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

xorbitsai/xagent#2463 · Opened Sep 17, 2026
ref(web): rename EXTERNAL_TASK_SOURCES in conversation_logs.py so it is not one character from EXTERNAL_TASK_SOURCE Open

P2 refactor

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

xorbitsai/xagent#2462 · Opened Sep 17, 2026
enh(web): throttle the Conversation Logs external-source hook failure log and mark degraded classification in the response Open

enhancement P2

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

xorbitsai/xagent#2461 · Opened Sep 17, 2026
Follow-ups from the persistent-memory authority and admission layers (#2350, #2359) Open

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

xorbitsai/xagent#2458 · Opened Sep 17, 2026
feat(sandbox): add durable create-operation phases and successor generations (toby) Open

feature

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

xorbitsai/xagent#2448 · Opened Sep 16, 2026
fix(outlook): avoid self-conflicts for signed-in attendees Open

bug

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

xorbitsai/xagent#2443 · Opened Sep 16, 2026
dag: follow-ups from #2434 on reply-driven replanning Open

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

xorbitsai/xagent#2441 · Opened Sep 15, 2026
dag: add a deterministic gate against re-emitting work a user reply rejected Open

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

xorbitsai/xagent#2440 · Opened Sep 15, 2026
ref: extract Outlook update boundary resolution Open

refactor

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

xorbitsai/xagent#2432 · Opened Sep 15, 2026
fix(agent): a replayed compaction summary leaves the new run's evidence marker false Open

bug

xorbitsai/xagent#2431 · 1 assignee · Opened Sep 15, 2026
MCP per-server initialization gate starves concurrent tasks and is shared across tenants Open

xorbitsai/xagent#2429 · 1 assignee · Opened Sep 15, 2026
Expose a public builtin MCP provenance validation API Open

Difficulty 4/5 3-5 days Newbie friendliness 50/100

xorbitsai/xagent#2427 · Opened Sep 15, 2026
enh(web): pin the cross-repo contract of the other service entrypoints #2318 relocated (get_agent_manager, get_event_type_mapping) Open

enhancement P2

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

xorbitsai/xagent#2426 · Opened Sep 15, 2026
Chat composer status hint should live in a persistent region instead of mounting with its text Open

xorbitsai/xagent#2425 · 1 assignee · Opened Sep 15, 2026
[Infra] Monitor AWS Oregon infra resources Open

xorbitsai/xagent#2424 · 2 comments · 1 assignee · Opened Sep 15, 2026
fix(kb): search_vectors_async calls AsyncTable.search without await Open

bug

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

xorbitsai/xagent#2422 · Opened Sep 14, 2026
Refresh path drops the oauth_token_required classification when the token resolver hook declines by returning None Open

xorbitsai/xagent#2420 · 1 assignee · Opened Sep 14, 2026
Unify bare useLayoutEffect calls behind a shared server-safe hook Open

xorbitsai/xagent#2418 · 1 assignee · Opened Sep 14, 2026
Web chat connector-runtime dialog drops the one-click resend when the requirements read finds nothing missing Open

xorbitsai/xagent#2417 · 1 assignee · Opened Sep 14, 2026
feat(agent): spill oversized tool results to a workspace file and let the forced-answer turn read them back Open

feature

xorbitsai/xagent#2416 · 4 comments · 1 assignee · Opened Sep 14, 2026
fix(agent): client-supplied request context is merged into execution metadata without filtering Open

bug

xorbitsai/xagent#2415 · 1 assignee · Opened Sep 14, 2026
refactor(agent): thread the evidence-removed marker into grounding_rule instead of splicing it at each call site Open

xorbitsai/xagent#2414 · 1 assignee · Opened Sep 14, 2026
fix(agent): the compaction evidence marker spans the whole run, so later unrelated turns are told evidence was removed Open

bug

xorbitsai/xagent#2413 · 1 assignee · Opened Sep 14, 2026
fix(storage): filter field names reach SQL interpolation without the whitelist Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 68/100

xorbitsai/xagent#2410 · Opened Sep 14, 2026
fix(kb): the sync substring fallback applies no tenant scoping Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 76/100

xorbitsai/xagent#2409 · Opened Sep 14, 2026

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