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Author SHA1 Message Date
yilsemandClaude Opus 5.5 acf88f8314 feat(codex-link): bridge 7 - external models work like subscription models
Measured with the unmodified Codex binary on 10 Oct 2026:
- real context windows per model (NanoGPT list, local table, combo = its
  smallest member, capped at the summarizer's window) so Codex compacts by
  itself when switching to a smaller model; an overflow guard trims
  oversized old parts and reports what still does not fit
- classic tools instead of code mode for external models: GLM 0/3 -> 3/3,
  Qwen 0/3 -> 2/3 on simple tool tasks, Claude/cx/Gemini unchanged
- phase (commentary / final_answer) on external assistant messages
- an answer cut by the client is carried to the next turn once
- images stay for vision-capable targets
- summary brake stops tight loops, not frequent compaction
- permanent gateway errors and tool-less targets fail at once with a
  readable message instead of five reconnects
- a lone "." (used to apply a model change in voice) is answered locally
- the bridge listens within seconds; the IDE waits 45 s for it

Release: AITURK IDE 1.0.0-beta.26.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-10 22:04:58 +03:00
yilsemandClaude Opus 5.5 ac0fdcf355 fix(codex-link): show added models as provider/model, drop the 9R mark
User decision (10 Oct 2026): combos keep their own name; single models
read as short provider/model with the version kept (cc/opus-5-5,
agy/gemini-3.8-flash-high, bekci/kurnaz). No-think copies show their
real provider with a "(no-think)" suffix.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-10 17:52:55 +03:00
yilsemandClaude Opus 5.5 9a54705ed5 fix(codex-link): label cx models as Codex, matching the 9Router alias
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-10 15:55:04 +03:00
yilsemandClaude Opus 5.5 9739222919 fix(codex-link): only reject degenerate summaries, not short correct ones
The size-proportional minimum (input/250, cap 4000) rejected a correct summary:
a 646,955 byte thread (225k tokens, five labelled facts in a long log) was
summarized by the subscription model in 1501-1701 characters, the bridge demanded
2587, and Codex could not continue the thread on the selected model. The floor now
only catches broken output (input/2000, cap 300). Memory loss is prevented by who
writes the summary, not by its length.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-10 15:52:44 +03:00
yilsemandClaude Opus 5.5 94e4aa2a74 release: AITURK IDE 1.0.0-beta.25 (subscription models kept, summary by subscription model)
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-10 15:32:54 +03:00
yilsemandClaude Opus 5.5 adf73eeedd fix(codex-link): summarize with a subscription model, reject tiny summaries, describe added models
Model switch lost the conversation: on 10 Oct a 1 MB thread was compacted by the
newly selected small model into 2201 characters. The compaction summary for a bridge
model is now written by a subscription model (ozet_kopru.ozet_modeli, default
gpt-6.1-sol); if that request is refused before it starts, the target model is used
as before. A summary far shorter than the conversation warrants is not accepted:
Codex gets response.failed and keeps the history.

The line under each added model no longer repeats its name. Teams show their
members, fallback chains their order, single models their provider and the traits
readable from the name; the text fits one phone row (30 characters).

Also normalizes tool call ids in the streamed response so Codex persists ids the
subscription backend accepts (fc_ -> ctc_), and bumps the bridge protocol to 6.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-10 15:31:53 +03:00
yilsemandClaude Opus 5.5 ce49d6d1cc fix(codex-link): keep subscription models untouched, append bridge models after them
sirala_codex re-sorted the whole list and rewrote every priority, which pushed the
native subscription models to the bottom and put same-named AITURK copies
(GPT-6-Astra) above them. Native models now keep their own order, priority and
name; bridge models are appended after them and a copy that shares a native name
is shown with an (AITURK) suffix.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-10 03:16:49 +03:00
yilsem 8ee676d7c6 test(codex-link): track the shipped bridge protocol version 2026-10-09 23:21:17 +03:00
yilsem 68a97b7489 ci: pin checkout through verified Gitea mirror 2026-10-09 23:18:39 +03:00
yilsem 6e91154f15 fix(codex-link): use member OmniRoute catalog and metadata ordering 2026-10-09 23:10:29 +03:00
yilsemandClaude Opus 5.5 88e660768c feat(codex-bridge): keep the gateway's short "9R" mark in Codex model names
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HRDGW1LiKcDUZYUdKBoWYW
2026-10-09 19:27:22 +03:00
yilsemandClaude Opus 5.5 bfd0ff196d feat(codex-bridge): add the models of 9Router's providers to Codex (beta.23)
Codex only received combos and the models named in the IDE config, so none of
the models behind the providers added to 9Router showed up. Those single
models are now always added; 9Router's combos stay hidden. The copy of the
same model that comes through OmniRoute is still added only when the IDE
config names it, so each model is listed once.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HRDGW1LiKcDUZYUdKBoWYW
2026-10-09 19:26:00 +03:00
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@@ -29,7 +29,7 @@ jobs:
runs-on: windows-latest
timeout-minutes: 15
steps:
- uses: actions/checkout@v4
- uses: https://gitea.twinpay.one/yilsem/ci-actions-checkout@11d5960a326750d5838078e36cf38b85af677262 # upstream v4.4.0
with:
github-server-url: https://gitea.twinpay.one
- name: Mobil TLS, profil ve baslatma regresyonlari
@@ -57,7 +57,7 @@ jobs:
timeout-minutes: 40
steps:
- name: Kaynagi al
uses: actions/checkout@v4
uses: https://gitea.twinpay.one/yilsem/ci-actions-checkout@11d5960a326750d5838078e36cf38b85af677262 # upstream v4.4.0
with:
github-server-url: https://gitea.twinpay.one
@@ -10,6 +10,13 @@ Codex depends on it while `openai_base_url` points here.
key read from the agent's `.env` on every catalog refresh (never written elsewhere).
- `ide_catalog.py`: which IDE models and combos are added to Codex's model list and
how they are named (`provider/model`, combos by bare name).
The public `/models` catalog supplies every OmniRoute chat model; a member does
not need a private local model allowlist. `/router/catalog` supplies only the
`kind` metadata used for sorting, never additional model IDs. Direct 9Router
entries and internal 9Router combos are excluded. Combos sort A–Z first, then
individual models by provider and name, including OpenAI subscription models.
Codex labels the first visible row `isDefault`; a saved model selection remains
unchanged. A failed or empty refresh keeps the last successful catalog.
- `ozet_kopru.py`: conversation summaries are produced as plain text, so a summary made
by one provider stays readable after the user switches to another.
- `gemini_context.py`, `resim_context.py`: request fixes for routed models.
@@ -19,3 +26,25 @@ Run: `python bridge.py --home <data dir> --hermes-home <agent home>`. The IDE wr
`POST /aiturk/codex-baglama/stop` ends the process.
Tests: `python -m unittest discover` in this directory.
## Version 7 (IDE beta.26): external models behave like subscription models
Measured on 10 Oct 2026 with the unmodified Codex binary (`codex exec`, same conversation, model switched per turn).
| Area | Before | Now |
| --- | --- | --- |
| Context window | every added model declared 272 000 | `pencere.py`: NanoGPT's own list for `nano/*`, a local table for `cc`/`cx`/`ag`, a combo declares its smallest member, unknown = 128 000, nothing above 272 000 (the summarizer's window). Codex then compacts by itself when switching to a smaller model. |
| Overflow | the target answered with an empty stream; Codex retried five times | `pencere.sigdir` trims the middle of oversized old parts in the outgoing copy; if it still does not fit Codex gets `context_length_exceeded`. A limit reported by the target is learned (`pencere-ogrenilen.json`). |
| Tools | clones inherited `code_mode_only` + Responses Lite; GLM and Qwen failed 0/3 on simple tasks (empty answers, reasoning leaked into the answer) | `dis_arac_modu: "direct"` (default): classic tools. GLM 3/3, Qwen 2/3; Claude, `cx` and Gemini unchanged (6/6). `"kalip"` restores the old behaviour. |
| Intermediate messages | external assistant messages had no `phase`; Codex treats those as final answers | `SseRewriter` stamps `commentary` / `final_answer`. Deltas are never delayed; only the item's `done` event waits for what follows. |
| Interrupted answer | text written before a stop or an app exit was lost | `yarim.py` keeps it (memory only) when the *client* closes the stream and adds it as a note to the next user message of the same conversation, once. |
| Images | removed from every old message for all external models | kept for vision-capable targets (user messages, newest first, 1 MB total). |
| Summary brake | the 4th summary in 10 minutes failed the turn | three summaries in a row with no normal request in between, or eight in 10 minutes. |
| Gateway errors | `event: error` (e.g. `upstream 402`) looked like a cut stream | permanent ones become `response.failed` with a readable message; short upstream bodies are logged. |
| Start-up | the model list was fetched before listening; a slow gateway made the IDE give up after 10 s | window data comes from the cache at start and is refreshed in the background; the IDE waits 45 s. |
Not changed: subscription models, their order and names, and everything on the voice path (`/realtime/*` passes through untouched).
Settings in `bridge.json` (all optional): `dis_arac_modu`, `tasma_bekcisi`, `yarim_cevap`, `ozet_kopru.dongu_siniri`, `ozet_kopru.dongu_art_arda`.
A lone `.` sent as the user's message (used to apply a model change during a voice session) is answered by the bridge itself with "<model> hazır." and never reaches a model (`nokta_karsila`, default on). Targets that reject tool calls are remembered (`aracsiz-modeller.json`) and marked "araçsız" in the picker.
+318 -37
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@@ -25,8 +25,10 @@ except ImportError:
from resim_context import resimleri_sadelestir
import ide_catalog
import ozet_kopru
import pencere
import yarim
SURUM = "3"
SURUM = "7"
HERE = os.path.dirname(os.path.abspath(__file__))
# Codex sends request bodies zstd-compressed. Python gained zstd in 3.14; for older
@@ -165,13 +167,14 @@ load_9router_catalog()
IDE_PREFIX = "ide/"
IDE_ROUTE = "aiturk-ide"
IDE_DURUM = [None]
IDE_BILGI = {} # slug -> {"pencere", "gorsel", "arac"} (pencere.coz)
def load_ide_catalog():
def load_ide_catalog(ag=True):
"""IDE'nin gecit katalogunu "ide/<id>" olarak ekler. Ayar kapaliysa ya da IDE anahtari
yoksa girdiler kaldirilir; gecit gecici olarak cevap vermezse son liste korunur."""
global MODEL_MAP, EXTRA_MODELS
try:
durum, base, anahtar, girdiler = ide_catalog.yukle(UA)
durum, base, anahtar, girdiler = ide_catalog.yukle(UA, home=HOME, ag=ag)
except Exception as e:
log(f"AITURK IDE katalogu alinamadi, son liste korunuyor: {e}")
return
@@ -183,22 +186,21 @@ def load_ide_catalog():
ROUTES[IDE_ROUTE] = {"url": base + "/responses", "key": anahtar, "flatten_tools": True}
clone = (CFG.get("nine_router_catalog") or {}).get("clone_from", "gpt-6-astra")
levels = (CFG.get("nine_router_catalog") or {}).get("reasoning_levels")
# Secicide yalniz "saglayici/model" gorunur. 9Router listesinde ayni adla zaten duran model
# ikinci kez eklenmez (ayni modelin iki satir olmamasi icin).
# Gorunen adlari ayirt et; farkli kimlikteki modeller adlari benziyor diye silinmez.
var_olan = {m.get("display_name", "").lower() for m in extra_models}
for g in girdiler:
slug = IDE_PREFIX + g["id"]
g["kisa"] = ide_catalog.kisa_ad(g["ad"])
# "ad (2)": ayni modelin gecitteki ikinci yolu; taban ad listede varsa o da eklenmez.
girdiler = [g for g in girdiler if re.sub(r" \(\d+\)$", "", g["kisa"]).lower() not in var_olan]
adlar = ide_catalog.adlandir([(g["id"], g["ad"]) for g in girdiler], dolu=var_olan)
adlar = ide_catalog.adlandir([(g["id"], g["ad"]) for g in girdiler], dolu=var_olan,
turler={g["id"]: g["kind"] for g in girdiler})
for g in girdiler:
slug = IDE_PREFIX + g["id"]
if slug in model_map:
continue
extra_models.append({"slug": slug, "display_name": adlar[g["id"]],
"description": f"AITURK IDE: {g['ad']}", "route": IDE_ROUTE, "target": g["id"],
"clone_from": clone, "priority": 300 + n, "reasoning_levels": levels})
"description": g.get("aciklama") or f"AITURK IDE: {g['ad']}",
"route": IDE_ROUTE, "target": g["id"],
"clone_from": clone, "priority": 300 + n, "reasoning_levels": levels,
"kind": g["kind"], "context_window": g.get("pencere")})
IDE_BILGI[slug] = {"pencere": g.get("pencere"), "gorsel": bool(g.get("gorsel")), "arac": g.get("arac"),
"kaynak": g.get("pencere_kaynak") or ""}
model_map[slug] = (IDE_ROUTE, g["id"], None)
n += 1
else:
@@ -210,11 +212,18 @@ def load_ide_catalog():
IDE_DURUM[0] = ozet
log(f"AITURK IDE Codex Baglama: {ozet}")
load_ide_catalog()
# Acilista pencere verisi icin aga cikilmaz (IDE koprunun dinlemeye baslamasini sinirli sure bekler);
# ilk tam yenileme asagidaki dongunun basinda, arka planda yapilir.
load_ide_catalog(ag=False)
def catalog_refresh_loop():
"""Kataloglari arka planda yeniler; liste istegini yavaslatmaz."""
minutes = max(1, int(CFG.get("catalog_refresh_min", 5)))
time.sleep(3)
try:
load_ide_catalog() # acilistan hemen sonra: guncel pencere verisiyle
except Exception as e:
log(f"katalog yenileme hatasi: {e}")
while True:
time.sleep(minutes * 60)
for yukle in (load_9router_catalog, load_ide_catalog):
@@ -413,12 +422,96 @@ def drop_foreign_items(req):
return atilan
ARAC_OGELERI = {"function_call", "custom_tool_call", "local_shell_call", "tool_search_call", "web_search_call",
"mcp_call", "computer_call", "image_generation_call", "code_interpreter_call"}
def asistan_mesaji_mi(item):
return isinstance(item, dict) and item.get("type") == "message" and item.get("role") == "assistant"
def phase_damgala(cikti):
"""Bitmis yanitin cikti listesinde phase'i olmayan asistan mesajlarini damgalar. Kural: yanitta arac
cagrisi varsa tur suruyor demektir, butun mesajlar ara aciklamadir; yoksa yalniz SON mesaj son cevaptir.
Codex masaustu ara mesaji bu isaretle tanir; isaretsiz her mesaji son cevap sayar (10 Ekim 2026)."""
arac_var = any(isinstance(o, dict) and o.get("type") in ARAC_OGELERI for o in cikti)
mesajlar = [o for o in cikti if asistan_mesaji_mi(o)]
for o in mesajlar:
if not o.get("phase"):
o["phase"] = "commentary" if (arac_var or o is not mesajlar[-1]) else "final_answer"
class SseRewriter:
"""function_call -> custom_tool_call donusumu (custom arac adlari icin), satir satir SSE."""
def __init__(self, custom):
"""function_call -> custom_tool_call donusumu (custom arac adlari icin), satir satir SSE.
Ayrica dis modelin asistan mesajlarina phase damgasi koyar: mesajin "bitti" olayi, arkasindan ne
geldigi belli olana kadar bekletilir (arac cagrisi ya da baska oge -> commentary; yanit bitti ->
final_answer). Metin parcalari (delta) bekletilmez, canli akar."""
def __init__(self, custom, hedef=None, tasma=None, aracsiz=None):
self.custom = custom
self.buf = b""
self.custom_ids = set()
self.bekleyen = None # phase karari bekleyen "output_item.done" olayi
self.arac_goruldu = False
self.hedef = hedef # gecit model kimligi (tasma siniri ogrenmek icin)
self.tasma = tasma # callable(hedef, hata metni): sinir ogrenildiyse cagrilir
self.aracsiz = aracsiz # callable(hedef): hedef "arac cagrisi desteklenmiyor" dedi
def _birak(self, phase):
d, self.bekleyen = self.bekleyen, None
if d is not None and not d["item"].get("phase"):
d["item"]["phase"] = phase
return d
def _sirala(self, d):
"""Bir olay -> gonderilecek olaylar listesi (bekleyen mesaj dogru phase ile one alinir)."""
t = d.get("type", "")
if t == "error" and not isinstance(d.get("error"), dict) and d.get("message"):
# Gecidin duz bicimi: {"type":"error","code":"bad_request","message":"[400]: ...","status_code":400}
d = {"type": "error", "error": {"message": str(d.get("message")), "type": str(d.get("code") or ""),
"status_code": d.get("status_code")}}
if t == "error" and isinstance(d.get("error"), dict):
# Gecit kalici hatayi (kredi/yetki) "event: error" ile bildirip akisi kapatiyor; Codex bunu tanimaz,
# 5 kez yeniden baglanir ve "stream closed" der (10 Ekim 2026: "upstream 402"). Kalici olanlar Codex'in
# tanidigi bicime cevrilir; gecici olanlar oldugu gibi birakilir ki Codex yeniden denesin.
metin = str(d["error"].get("message") or d["error"].get("type") or "")
if pencere.aracsiz_mi(metin):
if self.aracsiz is not None:
self.aracsiz(self.hedef)
return [{"type": "response.failed", "response": {
"id": "resp_astrabridge_hata", "object": "response", "status": "failed", "output": [],
"error": {"code": "invalid_request_error", "message":
"Bu model araç çağrısını desteklemiyor; Codex'te çalışamaz. Başka bir model seçin."}}}]
if pencere.tasma_mi(metin):
if self.tasma is not None:
self.tasma(self.hedef, metin)
return [{"type": "response.failed", "response": {
"id": "resp_astrabridge_hata", "object": "response", "status": "failed", "output": [],
"error": {"code": "context_length_exceeded", "message": metin[:300]}}}]
if re.search(r"(?<![0-9])(401|402|403)(?![0-9])|credit|quota|billing|payment|unauthori[sz]ed|forbidden", metin, re.I):
kod = "insufficient_quota" if re.search(r"402|credit|quota|billing|payment", metin, re.I) else "invalid_api_key"
d = {"type": "response.failed", "response": {
"id": "resp_astrabridge_hata", "object": "response", "status": "failed", "output": [],
"error": {"code": kod, "message": "AITURK ağ geçidi isteği reddetti: " + metin[:300]}}}
t = "response.failed"
item = d.get("item") if isinstance(d.get("item"), dict) else None
if item and item.get("type") in ARAC_OGELERI:
self.arac_goruldu = True
once = []
if self.bekleyen is not None and (t == "response.output_item.added"
or (t == "response.output_item.done" and item is not None)):
once.append(self._birak("commentary"))
if t in ("response.completed", "response.incomplete", "response.failed") and self.bekleyen is not None:
once.append(self._birak("commentary" if self.arac_goruldu else "final_answer"))
if t == "response.completed" and isinstance((d.get("response") or {}).get("output"), list):
phase_damgala(d["response"]["output"])
if t == "response.failed" and self.tasma is not None:
hata = (d.get("response") or {}).get("error") or {}
metin = str(hata.get("message") or "")
if pencere.tasma_mi(metin) or pencere.tasma_mi(str(hata.get("code") or "")):
hata["code"] = "context_length_exceeded" # Codex'in tanidigi tasma kodu
self.tasma(self.hedef, metin)
if t == "response.output_item.done" and asistan_mesaji_mi(item) and not item.get("phase"):
if self.arac_goruldu:
item["phase"] = "commentary"
else:
self.bekleyen = d
return once
return once + [d]
def _fix(self, d):
t = d.get("type", "")
item = d.get("item")
@@ -431,6 +524,9 @@ class SseRewriter:
inp = args
d["item"] = {"type": "custom_tool_call", "id": item.get("id"), "call_id": item.get("call_id"),
"name": item.get("name"), "input": inp, "status": item.get("status", "completed")}
# Normalize before Codex persists the response. Request-only repair
# cannot help when the user later disables the bridge.
fix_tool_ids({"input": [d["item"]]})
return d
if t.startswith("response.function_call_arguments.") and d.get("item_id") in self.custom_ids:
return None # JSON parcalari custom input'a cevrilemez; done olayinda tam metin gidiyor
@@ -442,6 +538,7 @@ class SseRewriter:
except Exception: inp = item.get("arguments", "")
item = {"type": "custom_tool_call", "id": item.get("id"), "call_id": item.get("call_id"),
"name": item.get("name"), "input": inp, "status": "completed"}
fix_tool_ids({"input": [item]})
out.append(item)
d["response"]["output"] = out
return d
@@ -462,16 +559,63 @@ class SseRewriter:
if d is None:
continue
ev = [l for l in lines if l.startswith(b"event:")]
evline = (b"event: " + d.get("type", "").encode() + b"\n") if ev else b""
out += evline + b"data: " + json.dumps(d, ensure_ascii=False).encode("utf-8") + b"\n\n"
for o in self._sirala(d):
evline = (b"event: " + o.get("type", "").encode() + b"\n") if ev else b""
out += evline + b"data: " + json.dumps(o, ensure_ascii=False).encode("utf-8") + b"\n\n"
return out
def flush(self):
b, self.buf = self.buf, b""
if self.bekleyen is not None:
# Akis bitis olayi gelmeden koptu: bekleyen mesaj yutulmaz, isaretsiz haliyle iletilir.
o, self.bekleyen = self.bekleyen, None
b = (b"event: " + o.get("type", "").encode() + b"\ndata: "
+ json.dumps(o, ensure_ascii=False).encode("utf-8") + b"\n\n") + b
return b
RESP_HOP = {"host", "content-length", "accept-encoding", "transfer-encoding", "connection", "content-encoding"}
REQ_HOP = {"host", "content-length", "accept-encoding", "transfer-encoding", "connection"}
NOKTA_ISARETLERI = {".", "。"}
def nokta_mesaji_mi(req):
"""Son girdi, metni yalnizca "." olan bir kullanici mesaji mi? Kullanici sesli konusmada model degistirdikten
sonra secimin uygulanmasi icin tek bir "." yaziyor (10 Ekim 2026). Bu mesaj bir istek degildir."""
girdi = req.get("input")
if not isinstance(girdi, list) or not girdi:
return False
son = girdi[-1]
if not (isinstance(son, dict) and son.get("type", "message") == "message" and son.get("role") == "user"):
return False
icerik = son.get("content")
if isinstance(icerik, str):
metin = icerik
elif isinstance(icerik, list) and all(isinstance(p, dict) and p.get("type") in ("input_text", "text") for p in icerik):
metin = "".join(str(p.get("text") or "") for p in icerik)
else:
return False # resim, dosya vb. tasiyan mesaj nokta mesaji sayilmaz
return metin.strip() in NOKTA_ISARETLERI
def hazir_yaniti(slug, metin):
"""Modele gitmeden uretilen, Codex'in tam bir yanit olarak kabul ettigi kisa akis."""
damga = "%d" % int(time.time() * 1000)
rid, mid = "resp_astrabridge_" + damga, "msg_astrabridge_" + damga
oge = {"id": mid, "type": "message", "role": "assistant", "status": "completed", "phase": "final_answer",
"content": [{"type": "output_text", "text": metin, "annotations": []}]}
kullanim = {"input_tokens": 0, "input_tokens_details": {"cached_tokens": 0}, "output_tokens": 0,
"output_tokens_details": {"reasoning_tokens": 0}, "total_tokens": 0}
olaylar = [
{"type": "response.created", "response": {"id": rid, "object": "response", "status": "in_progress",
"model": slug, "output": []}},
{"type": "response.output_item.added", "output_index": 0,
"item": {"id": mid, "type": "message", "role": "assistant", "status": "in_progress", "content": []}},
{"type": "response.output_text.delta", "item_id": mid, "output_index": 0, "content_index": 0, "delta": metin},
{"type": "response.output_item.done", "output_index": 0, "item": oge},
{"type": "response.completed", "response": {"id": rid, "object": "response", "status": "completed",
"model": slug, "output": [oge], "usage": kullanim}},
]
return b"".join(b"event: " + o["type"].encode() + b"\ndata: " + json.dumps(o, ensure_ascii=False).encode("utf-8")
+ b"\n\n" for o in olaylar)
def claude_sonu_duzelt(req):
"""9Router Claude cevirisi developer/system mesajlarini dusurur; geriye kalan son oge asistan mesaji ya da
reasoning ise Claude 'assistant message prefill' hatasi (400) verir. O durumda sona kisa user mesaji eklenir.
@@ -530,7 +674,7 @@ class H(http.server.BaseHTTPRequestHandler):
n = int(self.headers.get("Content-Length") or 0)
return self.rfile.read(n) if n else b""
def _stream(self, resp, status, tag, rewriter=None):
def _stream(self, resp, status, tag, rewriter=None, izle=None):
self.send_response(status)
for k, v in resp.headers.items():
if k.lower() in RESP_HOP: continue
@@ -538,6 +682,7 @@ class H(http.server.BaseHTTPRequestHandler):
self.send_header("Transfer-Encoding", "chunked")
self.end_headers()
total = 0
bas = b"" # ust kaynagin ilk baytlari: cok kisa (bos) akislarin nedeni gunluge yazilir
def w(b):
if b:
self.wfile.write(b"%x\r\n" % len(b) + b + b"\r\n"); self.wfile.flush()
@@ -546,12 +691,44 @@ class H(http.server.BaseHTTPRequestHandler):
chunk = resp.read(4096)
if not chunk: break
total += len(chunk)
if len(bas) < 600:
bas += chunk[:600 - len(bas)]
if izle is not None:
izle.feed(chunk)
w(rewriter.feed(chunk) if rewriter else chunk)
if rewriter: w(rewriter.flush())
self.wfile.write(b"0\r\n\r\n"); self.wfile.flush()
except (ConnectionAbortedError, BrokenPipeError, ConnectionResetError):
log(f"{tag} istemci baglantiyi kapatti ({total} bayt)")
# Yanit bitmeden istemci kapatti (durdurma ya da uygulama kapanmasi): yarim metin sonraki tura tasinir.
if izle is not None and yarim.kaydet(izle):
log(f"{tag} yarim cevap saklandi ({len(izle.metin)} karakter); ayni sohbetin sonraki istegine not olarak eklenecek")
log(f"{tag} bitti status={status} {total} bayt")
if rewriter is not None and total < 600:
log(f"{tag} kisa akis govdesi: {bas[:500]!r}")
def _tasma_ogren(self, hedef, metin):
sinir = pencere.sinir_oku(metin)
if sinir and pencere.ogren(HOME, hedef, sinir):
log(f"pencere ogrenildi: {hedef} gercek siniri {sinir} token; model listesi yenileniyor")
threading.Thread(target=load_ide_catalog, daemon=True).start()
def _aracsiz_ogren(self, hedef):
if pencere.ogren_aracsiz(HOME, hedef):
log(f"aracsiz model ogrenildi: {hedef}; model listesinde isaretlenecek")
threading.Thread(target=load_ide_catalog, daemon=True).start()
def _send_sse_failed(self, kod, mesaj):
"""Codex'in akis icinde tanidigi hata bicimi (response.failed + error.code)."""
kimlik = "resp_astrabridge_%d" % int(time.time() * 1000)
olay = {"type": "response.failed", "response": {"id": kimlik, "object": "response", "status": "failed",
"error": {"code": kod, "message": mesaj}, "output": []}}
govde = b"event: response.failed\ndata: " + json.dumps(olay, ensure_ascii=False).encode("utf-8") + b"\n\n"
self.send_response(200)
self.send_header("Content-Type", "text/event-stream")
self.send_header("Content-Length", str(len(govde)))
self.end_headers()
self.wfile.write(govde)
def _send_json(self, status, obj):
b = json.dumps(obj).encode()
@@ -604,7 +781,7 @@ class H(http.server.BaseHTTPRequestHandler):
return self._responses(n, path, body)
return self._passthrough(n, path, body)
def _passthrough(self, n, path, body, tagname="pass", rewritten=False, rewriter=None):
def _passthrough(self, n, path, body, tagname="pass", rewritten=False, rewriter=None, izle=None):
tag = f"[{n} {tagname} {self.command} {path[:80]}]"
hdrs = {k: v for k, v in self.headers.items() if k.lower() not in REQ_HOP}
if rewritten:
@@ -657,7 +834,7 @@ class H(http.server.BaseHTTPRequestHandler):
log(f"{tag} sesli on hazirlayici baslatildi")
except Exception as e:
log(f"{tag} sesli on hazirlayici baslatilamadi: {type(e).__name__}")
self._stream(resp, status, tag, rewriter)
self._stream(resp, status, tag, rewriter, izle)
def _openai_ozet_coz(self, n, oge, ozet_cfg):
"""OpenAI'nin sifreli ozetini bir kez OpenAI'ye duz metne dokturur; sonucu diske onbellekler (icerik gunluge yazilmaz)."""
@@ -683,6 +860,40 @@ class H(http.server.BaseHTTPRequestHandler):
log(f"[{n} ozet kopru] OpenAI ozeti duz metne cevrildi ({len(metin)} karakter, onbellege yazildi)")
return metin or None
def _ozet_openai(self, n, path, req, slug, ozet_cfg, girdi_bayt):
"""Kopru modeline (ide/, 9r/) gelen sikistirma isteginin ozetini abonelik modeline yazdirir.
Donus: True = yanit istemciye gitti; False = abonelik istegi baslamadan basarisiz oldu
(istemciye hicbir sey yazilmadi, cagiran hedef modelle devam eder). req cagiranin kopyasidir."""
model = ozet_cfg.get("ozet_modeli", "gpt-6.1-sol")
tag = f"[{n} CHATGPT {model} <- {slug}]"
try:
req["model"] = model
fix_tool_ids(req)
atilan = drop_foreign_items(req)
ozet_kopru.ozetleri_ac(req, yabanci_hedef=False)
ozet_kopru.ozet_istegi_hazirla(req, ozet_cfg.get("istem"))
body = json.dumps(req, ensure_ascii=False).encode("utf-8")
except Exception as e:
log(f"{tag} ozet kopru: abonelik ozeti hazirlanamadi ({type(e).__name__}: {e}), hedef model deneniyor")
return False
hdrs = {k: v for k, v in self.headers.items() if k.lower() not in REQ_HOP and k.lower() != "content-encoding"}
hdrs["Content-Type"] = "application/json"; hdrs["Accept"] = "text/event-stream"
r = urllib.request.Request(CHATGPT + path, data=body, headers=hdrs, method="POST")
try:
resp = urllib.request.urlopen(r, timeout=UPSTREAM_IDLE_TIMEOUT)
except urllib.error.HTTPError as e:
log(f"{tag} ozet kopru: abonelik ozeti reddedildi (HTTP {e.code} {e.read()[:200]!r}), hedef model deneniyor")
return False
except Exception as e:
log(f"{tag} ozet kopru: abonelik ozeti baslatilamadi ({type(e).__name__}), hedef model deneniyor")
return False
log(f"{tag} ozet kopru: sikistirma ozeti abonelik modeline yazdiriliyor (girdi={len(req.get('input', []))} oge, "
f"{girdi_bayt} bayt, {atilan} yabanci oge atildi)")
akis = ozet_kopru.OzetAkisi(None, tohum=str(n), en_az=ozet_kopru.en_az_karakter(girdi_bayt, ozet_cfg))
self._stream(resp, resp.status, tag, akis)
log(f"{tag} ozet kopru: {akis.sonuc_notu()}")
return True
def _models(self, resp, tag):
raw = resp.read()
try:
@@ -706,7 +917,18 @@ class H(http.server.BaseHTTPRequestHandler):
m["visibility"] = "list"
m["priority"] = x.get("priority", 0)
m["upgrade"] = None; m["availability_nux"] = None
m["additional_speed_tiers"] = []; m["service_tiers"] = []
dis = x["slug"].startswith(IDE_PREFIX)
if not dis:
m["additional_speed_tiers"] = []; m["service_tiers"] = []
# Dis modelde hiz katmani ilan edilmeye devam eder (yoksa Codex her turda "service tier ... will be
# omitted" uyarisi basar); istekteki service_tier alani gecide gonderilmeden once silinir.
if dis and CFG.get("dis_arac_modu", "direct") == "direct":
# Abonelik kalibi "code_mode_only": tek arac JavaScript calistiran `exec`. Zayif modeller bunu
# cagiramiyor ya da ciktiyi yazdirmiyor (10 Ekim 2026 olcumu). Dis modellere Codex'in klasik
# araclari dogrudan verilir (GPT-5.5 kalibindaki gibi); Responses Lite kapatilir.
m["tool_mode"] = None
m["use_responses_lite"] = False
m["experimental_supported_tools"] = []
if x.get("context_window"):
cw = int(x["context_window"])
m["context_window"] = cw; m["max_context_window"] = cw
@@ -724,6 +946,8 @@ class H(http.server.BaseHTTPRequestHandler):
if not m.get("base_instructions") and not has_tmpl:
m.update(saved)
models.append(m); changed += 1
if EXTRA_MODELS:
ide_catalog.sirala_codex(models, EXTRA_MODELS)
out = json.dumps(data, ensure_ascii=False).encode("utf-8")
except Exception as e:
log(f"{tag} model listesi degistirilemedi: {e}")
@@ -766,6 +990,34 @@ class H(http.server.BaseHTTPRequestHandler):
return self._send_json(400, {"error": {"message": f"bridge: govde cozulemedi: {e}"}})
slug = req.get("model", "")
mapping = MODEL_MAP.get(slug)
if CFG.get("nokta_karsila", True) and nokta_mesaji_mi(req):
# Model degisimini uygulamak icin yazilan tek "." modele gonderilmez: hicbir model onu onay ya da
# istek sanip is yapmaz, yavas modelde asil soru beklemez. Secilen modelin adiyla aninda donulur.
ad = next((m.get("display_name") for m in EXTRA_MODELS if m.get("slug") == slug), None) or slug
govde = hazir_yaniti(slug, f"{ad} hazır.")
log(f"[{n} {slug}] nokta mesaji kopruden karsilandi (modele gonderilmedi)")
self.send_response(200)
self.send_header("Content-Type", "text/event-stream")
self.send_header("Content-Length", str(len(govde)))
self.end_headers()
self.wfile.write(govde)
return
# Ayni sohbetin onceki cevabi yarida kesildiyse (yarim.py) metni bu istege not olarak eklenir.
sohbet = str(req.get("prompt_cache_key") or "")
yarim_eklenen = 0
if CFG.get("yarim_cevap", True):
try:
yarim_eklenen = yarim.uygula(req, sohbet)
except Exception as e:
log(f"[{n} {slug}] yarim cevap notu atlandi: {type(e).__name__}: {e}")
if yarim_eklenen:
log(f"[{n} {slug}] yarim cevap notu eklendi ({yarim_eklenen} karakter)")
izle = yarim.Izleyici(sohbet, slug) if (sohbet and CFG.get("yarim_cevap", True)) else None
try:
if not ozet_kopru.tetik_mi(req):
OZET_FRENI.normal(sohbet or slug) # ozet olmayan istek: art arda ozet sayaci sifirlanir
except Exception:
pass
ozet_cfg = CFG.get("ozet_kopru") or {}
ozet_acik = ozet_cfg.get("enabled", False)
catalog = CFG.get("nine_router_catalog") or {}
@@ -785,7 +1037,7 @@ class H(http.server.BaseHTTPRequestHandler):
# abonelik modeli: chatgpt.com'a oldugu gibi
fixed = fix_tool_ids(req)
atilan = drop_foreign_items(req)
degisti = False
degisti = bool(yarim_eklenen)
ozet_akisi = None
if ozet_acik:
# Ozet bagdastirici (ozet_kopru.py; 9 Ekim 2026'da yalniz bu parca geri acildi): koprunun urettigi
@@ -795,13 +1047,14 @@ class H(http.server.BaseHTTPRequestHandler):
# kapsam "hepsi": OpenAI modelinde de ozeti kopru DUZ METIN urettirir; boylece ozet sonradan
# secilen her saglayicida okunur. kapsam "9router": OpenAI ozeti yerlesik (sifreli) kalir.
if ozet_cfg.get("kapsam", "hepsi") == "hepsi" and ozet_kopru.tetik_mi(req):
OZET_FRENI.sinir = int(ozet_cfg.get("dongu_siniri", 3)); OZET_FRENI.pencere = int(ozet_cfg.get("dongu_pencere_sn", 600))
OZET_FRENI.sinir = int(ozet_cfg.get("dongu_siniri", 8)); OZET_FRENI.pencere = int(ozet_cfg.get("dongu_pencere_sn", 600)); OZET_FRENI.art_arda = int(ozet_cfg.get("dongu_art_arda", 3))
if not OZET_FRENI.izin(str(req.get("prompt_cache_key") or slug), time.time()):
log(f"[{n} CHATGPT {slug}] ozet kopru: DONGU FRENI, ozet istegi reddedildi")
return self._send_json(400, {"error": {"message": ozet_kopru.DONGU_MESAJI % OZET_FRENI.sinir,
"type": "invalid_request_error", "code": "astrabridge_ozet_dongusu"}})
girdi_bayt = len(json.dumps(req.get("input") or [], ensure_ascii=False).encode("utf-8"))
ozet_kopru.ozet_istegi_hazirla(req, ozet_cfg.get("istem"))
ozet_akisi = ozet_kopru.OzetAkisi(None, tohum=str(n))
ozet_akisi = ozet_kopru.OzetAkisi(None, tohum=str(n), en_az=ozet_kopru.en_az_karakter(girdi_bayt, ozet_cfg))
ob["acilan"] += 1
log(f"[{n} CHATGPT {slug}] ozet kopru: sikistirma istegi duz metin ozet istegine cevrildi (girdi={len(req.get('input', []))} oge)")
except Exception as e:
@@ -819,27 +1072,43 @@ class H(http.server.BaseHTTPRequestHandler):
if parcalar: log(f"[{n} CHATGPT {slug}] " + ", ".join(parcalar))
if ozet_akisi is not None:
sonuc = self._passthrough(n, path, body, tagname=f"CHATGPT {slug}", rewritten=True, rewriter=ozet_akisi)
log(f"[{n} CHATGPT {slug}] ozet kopru: ozet {'uretildi, ' + str(len(ozet_akisi.metin)) + ' karakter' if ozet_akisi.metin else 'URETILEMEDI'}")
log(f"[{n} CHATGPT {slug}] ozet kopru: {ozet_akisi.sonuc_notu()}")
return sonuc
return self._passthrough(n, path, body, tagname=f"CHATGPT {slug}",
rewritten=bool(fixed or atilan or degisti))
rewritten=bool(fixed or atilan or degisti), izle=izle)
route_name, target, flat = mapping
try:
ozet_tetik = ozet_acik and ozet_kopru.tetik_mi(req)
except Exception as e:
ozet_tetik = False; ozet_acik = False
log(f"[{n} {slug}] ozet kopru atlandi: {type(e).__name__}: {e}")
girdi_bayt = 0
if ozet_tetik:
OZET_FRENI.sinir = int(ozet_cfg.get("dongu_siniri", 8)); OZET_FRENI.pencere = int(ozet_cfg.get("dongu_pencere_sn", 600)); OZET_FRENI.art_arda = int(ozet_cfg.get("dongu_art_arda", 3))
if not OZET_FRENI.izin(str(req.get("prompt_cache_key") or slug), time.time()):
log(f"[{n} {slug}] ozet kopru: DONGU FRENI, ozet istegi reddedildi (ayni sohbette {OZET_FRENI.sinir} ozetten sonra)")
return self._send_json(400, {"error": {"message": ozet_kopru.DONGU_MESAJI % OZET_FRENI.sinir,
"type": "invalid_request_error", "code": "astrabridge_ozet_dongusu"}})
girdi_bayt = len(json.dumps(req.get("input") or [], ensure_ascii=False).encode("utf-8"))
if ozet_tetik and ozet_cfg.get("model"):
# Ozeti baglami alabilen baska bir modele yazdirmak icin (ornegin kucuk hedef kendi basina ozetleyemiyorsa).
alt = MODEL_MAP.get(ozet_cfg["model"])
if alt:
route_name, target, flat = alt
elif ozet_tetik and ozet_cfg.get("ozetleyen", "openai") == "openai":
# Ozeti secili kopru modeli degil, abonelikteki guclu model yazar (10 Ekim 2026: 1 MB'lik
# sohbeti kucuk bir model 2201 karaktere indirdi ve model degisince hafiza gitti).
# Abonelik istegi baslamadan reddedilirse asagidaki eski yol (hedef model) calisir.
if self._ozet_openai(n, path, copy.deepcopy(req), slug, ozet_cfg, girdi_bayt):
return
# 9Router cevirisinden gecen hedefler (9Router ve AITURK IDE gecidi): ayni istek duzeltmeleri uygulanir.
via_router = route_name in (catalog.get("route", "9router"), ide_route)
route = ROUTES[route_name]
tag = f"[{n} {route_name.upper()} {slug}->{target}]"
req["model"] = target
req.pop("client_metadata", None)
if route_name == ide_route:
req.pop("service_tier", None) # abonelik hiz katmani; gecit tanimaz
for k in route.get("strip_fields", []):
req.pop(k, None)
if ozet_acik:
@@ -847,21 +1116,16 @@ class H(http.server.BaseHTTPRequestHandler):
if ob["acilan"] or ob["cozulen"] or ob["okunamayan"]:
log(f"{tag} ozet kopru: kopru ozeti={ob['acilan']}, OpenAI ozeti duz metne cevrildi={ob['cozulen']}, okunamayan={ob['okunamayan']}")
if ozet_tetik:
OZET_FRENI.sinir = int(ozet_cfg.get("dongu_siniri", 3)); OZET_FRENI.pencere = int(ozet_cfg.get("dongu_pencere_sn", 600))
if not OZET_FRENI.izin(str(req.get("prompt_cache_key") or slug), time.time()):
log(f"{tag} ozet kopru: DONGU FRENI, ozet istegi reddedildi (ayni sohbette {OZET_FRENI.sinir} ozetten sonra)")
return self._send_json(400, {"error": {"message": ozet_kopru.DONGU_MESAJI % OZET_FRENI.sinir,
"type": "invalid_request_error", "code": "astrabridge_ozet_dongusu"}})
ozet_kopru.ozet_istegi_hazirla(req, ozet_cfg.get("istem"))
log(f"{tag} ozet kopru: sikistirma istegi duz metin ozet istegine cevrildi (girdi={len(req.get('input', []))} oge)")
rewriter = None
if flat if flat is not None else route.get("flatten_tools"):
custom = flatten_request(req)
rewriter = SseRewriter(custom)
rewriter = SseRewriter(custom, hedef=target, tasma=self._tasma_ogren, aracsiz=self._aracsiz_ogren)
fix_tool_ids(req)
if via_router and CFG.get('resim_sadelestir', True):
# Uretilen resim (≈3 MB) 9Router cevirisinde duz yaziya donup sohbeti 3M token'a cikariyordu (24 Eylul 2026).
cikan, kazanc = resimleri_sadelestir(req)
cikan, kazanc = resimleri_sadelestir(req, gorsel=bool((IDE_BILGI.get(slug) or {}).get("gorsel")))
if cikan:
log(f"{tag} {cikan} resim not ile degistirildi ({kazanc // 1024} KB)")
if route_name == catalog.get('route', '9router') and target.startswith('ag/gemini-'):
@@ -879,6 +1143,18 @@ class H(http.server.BaseHTTPRequestHandler):
eklendi, sonlar = claude_sonu_duzelt(req)
if eklendi:
log(f"{tag} girdi kullanici mesajiyla bitmiyordu ({sonlar}), devam mesaji eklendi")
hedef_pencere = (IDE_BILGI.get(slug) or {}).get("pencere")
# Penceresi bilinmeyen (varsayilan degerli) modelde bekci calismaz: tahmine dayanarak gecmis kirpilmaz.
pencere_biliniyor = "varsayilan" not in ((IDE_BILGI.get(slug) or {}).get("kaynak") or "varsayilan")
if hedef_pencere and pencere_biliniyor and CFG.get("tasma_bekcisi", True) and not ozet_tetik:
kirpilan, sigdi, tahmin = pencere.sigdir(req, hedef_pencere)
if kirpilan:
log(f"{tag} tasma bekcisi: {kirpilan} buyuk eski parca kisaltildi (tahmini {tahmin} token, pencere {hedef_pencere})")
if not sigdi:
log(f"{tag} tasma bekcisi: istek gonderilmedi (tahmini {tahmin} token > pencere {hedef_pencere})")
return self._send_sse_failed("context_length_exceeded",
f"Bu mesaj seçili modelin bağlam penceresine sığmıyor (yaklaşık {tahmin} token, pencere {hedef_pencere}). "
"Daha büyük pencereli bir model seçin ya da mesajı kısaltın.")
data = json.dumps(req, ensure_ascii=False).encode("utf-8")
log(f"{tag} girdi={len(req.get('input', []))} oge, arac={len(req.get('tools', []) or [])} {len(data)} bayt")
if DEBUG:
@@ -909,6 +1185,11 @@ class H(http.server.BaseHTTPRequestHandler):
log(f"{tag} deneme {attempt}: HTTP {e.code} {errbody[:100]!r} -> tekrar")
time.sleep(min(2 * attempt, 8)); continue
log(f"{tag} HTTP {e.code} {errbody[:200]!r}")
if pencere.tasma_mi(etxt):
# Hedef "baglam sigmiyor" dedi: Codex'in tanidigi tasma hatasi olarak iletilir ve hedefin
# bildirdigi gercek sinir ogrenilir (sonraki model listesinde pencere kuculur).
self._tasma_ogren(target, etxt)
return self._send_sse_failed("context_length_exceeded", etxt[:300])
self.send_response(e.code)
self.send_header("Content-Type", "application/json")
self.send_header("Content-Length", str(len(errbody)))
@@ -922,11 +1203,11 @@ class H(http.server.BaseHTTPRequestHandler):
time.sleep(min(2 * attempt, 8)); continue
# Headers go to the client from here on: a cut stream is never resent.
if ozet_tetik:
akis = ozet_kopru.OzetAkisi(rewriter, tohum=str(n))
akis = ozet_kopru.OzetAkisi(rewriter, tohum=str(n), en_az=ozet_kopru.en_az_karakter(girdi_bayt, ozet_cfg))
sonuc = self._stream(resp, resp.status, tag, akis)
log(f"{tag} ozet kopru: ozet {'uretildi, ' + str(len(akis.metin)) + ' karakter' if akis.metin else 'URETILEMEDI'}")
log(f"{tag} ozet kopru: {akis.sonuc_notu()}")
return sonuc
return self._stream(resp, resp.status, tag, rewriter)
return self._stream(resp, resp.status, tag, rewriter, izle)
self._send_json(503, {"error": {"message": f"bridge: hedef ulasilamadi {last}"}})
do_POST = _handle
+215 -24
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@@ -6,11 +6,13 @@ anahtar IDE'nin kendi .env dosyasindan her yenilemede okunur, bridge.json'a yazi
Ac/kapat: %LOCALAPPDATA%\\TurkServis\\AITURK-IDE\\codex-baglama.json
{"enabled": true, "kapsam": "ide"}
Dosya yoksa ACIK sayilir (kullanici karari, 9 Ekim 2026: varsayilan acik).
kapsam "ide" : IDE ayarinda tanimli modeller + adlandirilmis combolar (varsayilan)
kapsam "hepsi" : gecitteki butun sohbet modelleri (1000+; Codex listesi cok buyur)
kapsam "ide" ve "hepsi": gecidin uye katalogundaki OmniRoute sohbet modelleri.
Yerel config'teki model adlari uye katalogunu sinirlamaz.
"""
import json, os, re, urllib.request
import pencere
# Agent home: HERMES_HOME when the IDE passes it, else the default install location.
AGENT = os.environ.get("HERMES_HOME") or os.path.join(os.environ.get("LOCALAPPDATA", ""), "TurkServis", "AITURK-IDE", "agent")
IDE_DIR = os.path.dirname(os.path.normpath(AGENT))
@@ -84,11 +86,18 @@ def ide_yapilandirma(agent=AGENT):
return base.rstrip("/"), varsayilan, adlar
AITURK_EKI = " (AITURK)"
# Gecidin kisa saglayici kodu -> kullanicinin gormek istedigi kod (10 Ekim 2026: "agy/gemini").
_SAGLAYICI_KISA = {"ag": "agy"}
# Saglayici kodu zaten soyledigi icin model adinin basinda tekrar edilmeyen uretici adi ("cc/opus-5-5").
_TEKRAR = ("claude-",)
DUSUNMESIZ = "no-think-"
def kisa_ad(ad):
"""Codex secicisinde gorunecek ad: yalniz kullanicinin ekledigi saglayici + model adi
(kullanici istegi, 9 Ekim 2026). "OmniRoute · " / "9Router · " gibi gecit onekleri ve aradaki
saglayici halkalari gosterilmez: "nano/qwen/qwen3.8-27b" -> "nano/qwen3.8-27b",
"OmniRoute · ag/gemini-3.8-flash" -> "ag/gemini-3.8-flash", combo adi oldugu gibi kalir."""
"""Gecit onekleri ("OmniRoute · ", "9Router · ", "9R · ") ve aradaki saglayici halkalari atilir:
"nano/qwen/qwen3.8-27b" -> "nano/qwen3.8-27b", "9R · ag/gemini-3.8-flash" -> "ag/gemini-3.8-flash",
combo adi oldugu gibi kalir. Kullanici karari (10 Ekim 2026): "9R" yazilmaz."""
ad = (ad or "").split(" · ")[-1].strip()
parcalar = [p for p in ad.split("/") if p]
if len(parcalar) <= 2:
@@ -96,10 +105,41 @@ def kisa_ad(ad):
return parcalar[0] + "/" + parcalar[-1]
def adlandir(girdiler, dolu=()):
def gorunen_ad(kimlik, ad, tur="model"):
"""Secicide gorunen ad (kullanici karari, 10 Ekim 2026): combo yalniz kendi adiyla; tek model
"saglayici/model" kalibinda, kisa ve surumlu: "9R · cc/claude-opus-5-5" -> "cc/opus-5-5",
"9R · ag/gemini-3.8-flash-high" -> "agy/gemini-3.8-flash-high", "Agnes 2.0 Flash" (agnes-agnes-2.0-flash)
-> "agnes/agnes-2.0-flash", "kurnaz" (bekci-kurnaz) -> "bekci/kurnaz". Dusunmesiz kopya asil
saglayicisiyla gorunur: "no-think/claude-opus-5-5" -> "cc/opus-5-5 (no-think)"."""
yalin = kisa_ad(ad)
if tur == "combo":
return yalin
kim, ek = kimlik or "", ""
if kim.startswith(DUSUNMESIZ):
kim, ek = kim[len(DUSUNMESIZ):], " (no-think)"
if kim.startswith("9router-"):
kim = kim[len("9router-"):]
saglayici, _, model = yalin.partition("/")
if not model or ek:
kod, _, kalan = kim.partition("-")
if not kod or not kalan:
return yalin
saglayici, model = kod, model or kalan
model = model.replace(" ", "-")
for tekrar in _TEKRAR:
if model.lower().startswith(tekrar) and len(model) > len(tekrar):
model = model[len(tekrar):]
return f"{_SAGLAYICI_KISA.get(saglayici.lower(), saglayici)}/{model}{ek}"
def adlandir(girdiler, dolu=(), turler=None):
"""[(kimlik, tam_ad)] -> {kimlik: gorunen_ad}. Kisa adlar cakisirsa aradaki halkalar geri konur;
yine cakisirsa kimligin sonu eklenir. `dolu`: baska kaynaktan gelen, zaten kullanilan adlar."""
kisa = {k: kisa_ad(a) for k, a in girdiler}
yine cakisirsa kimligin sonu eklenir. `dolu`: baska kaynaktan gelen, zaten kullanilan adlar.
`turler` ({kimlik: "combo"|"model"}) verilirse adlar gorunen_ad kuraliyla yazilir."""
if turler is None:
kisa = {k: kisa_ad(a) for k, a in girdiler}
else:
kisa = {k: gorunen_ad(k, a, turler.get(k, "model")) for k, a in girdiler}
tam = {k: (a or "").split(" · ")[-1].strip() for k, a in girdiler}
sayac = {}
for v in list(kisa.values()) + list(dolu):
@@ -114,10 +154,10 @@ def adlandir(girdiler, dolu=()):
return sonuc
def sec(data, tanimli, kapsam="ide"):
"""Gecit katalogundan Codex'e eklenecek girdiler: [{'id','ad'}], sirali ve tekrarsiz.
def sec(data, tanimli=(), kapsam="ide", turler=None):
"""Gecidin uye katalogundan girdiler: [{'id','ad','kind'}], sirali ve tekrarsiz.
Yalniz sohbet modelleri; resim/ses/video/embedding uretenler eklenmez."""
tanimli = {a.lower() for a in tanimli if a}
turler = turler or {}
secilen, gorulen = [], set()
for m in data:
mid = m.get("id") or ""
@@ -125,16 +165,17 @@ def sec(data, tanimli, kapsam="ide"):
if not mid or mid in gorulen or "chat" not in (ts.get("capabilities") or ["chat"]):
continue
gorunen = ts.get("display_name") or mid
kisa = gorunen.split(" · ")[-1].strip()
combo = "/" not in kisa # saglayici/model bicimi degil: adlandirilmis combo ya da takma ad
# 9Router'dan gelen combolar Codex'te gosterilmez (kullanici karari, 9 Ekim 2026): dogrudan
# 9Router kaynagi ve gecidin "9router" saglayicisi uzerinden gelen kopyalari.
if combo and (ts.get("source") == "9router" or mid.lower().startswith("9router-")):
kind = turler.get(mid) or ts.get("kind") or "model"
# Tek uye yolu: 9Router -> OmniRoute -> TurkServis -> Codex.
# Dogrudan 9Router satirlari ayni modelin ikinci kopyasi olarak eklenmez.
if ts.get("source") != "omniroute":
continue
if kapsam != "hepsi" and not combo and kisa.lower() not in tanimli and mid.lower() not in tanimli:
# Combo adi biciminden tahmin edilmez; duz adli Agnes/Bekci modelleri de vardir.
if kind == "combo" and mid.lower().startswith("9router-"):
continue
gorulen.add(mid)
secilen.append({"id": mid, "ad": gorunen, "sira": ts.get("order") or 0})
secilen.append({"id": mid, "ad": gorunen, "kind": kind, "sira": ts.get("order") or 0,
"yol": str(m.get("description") or "").split(" · ")[-1].strip()})
secilen.sort(key=lambda s: (s["sira"], s["id"]))
# Gecit ayni adin ikinci yoluna "ad (2)" der; birincisi listede yoksa sayac anlamsizdir.
adlar = {s["ad"].split(" · ")[-1].strip().lower() for s in secilen}
@@ -143,12 +184,139 @@ def sec(data, tanimli, kapsam="ide"):
if taban != s["ad"] and taban.split(" · ")[-1].strip().lower() not in adlar:
adlar.add(taban.split(" · ")[-1].strip().lower())
s["ad"] = taban
return [{"id": s["id"], "ad": s["ad"]} for s in secilen]
return [{"id": s["id"], "ad": s["ad"], "kind": s["kind"], "yol": s["yol"]} for s in secilen]
def yukle(ua="AstraBridge/1.0 (codex)", timeout=30):
def sirala_codex(modeller, ekler):
"""Ozgun abonelik modelleri oldugu gibi kalir: sirasi, priority degeri ve adi degismez,
listenin basinda durur. Ek modeller onlarin ARKASINA eklenir: combo A-Z, sonra
saglayici A-Z / model A-Z. Ozgun bir modelle ayni adi tasiyan ek model " (AITURK)"
ekiyle ayirt edilir; secicide ozgunun yerine gecmis gibi gorunmez.
Kimlik ve yetenek alanlari korunur; kayitli model secimine dokunulmaz."""
bilgiler = {m["slug"]: m for m in ekler}
ozgunler = [m for m in modeller if m.get("slug", "") not in bilgiler]
ek_modeller = [m for m in modeller if m.get("slug", "") in bilgiler]
def yalin(ad): # "GPT-6-1-Sol" ile "GPT-6.1-Sol" ayni ad sayilir
return re.sub(r"[^0-9a-z]+", "", (ad or "").casefold())
ozgun_adlar = {yalin(m.get("display_name") or m.get("slug", "")) for m in ozgunler}
def anahtar(m):
slug = m.get("slug", "")
bilgi = bilgiler.get(slug, {})
ad = kisa_ad(m.get("display_name") or slug)
if bilgi.get("kind") == "combo":
return (0, ad.casefold(), "", slug)
if slug.startswith("ide/"):
mid = slug[len("ide/"):]
if mid.startswith("9router-"):
mid = mid[len("9router-"):]
saglayici, _, model = ad.partition("/")
if not model:
saglayici, _, _ = mid.partition("-")
model = ad
else:
saglayici, model = "OpenAI", ad
return (1, saglayici.casefold(), model.casefold(), slug)
ek_modeller.sort(key=anahtar)
taban = max([m.get("priority") or 0 for m in ozgunler], default=-1) + 1
for n, model in enumerate(ek_modeller):
model["priority"] = taban + n
ad = model.get("display_name") or model.get("slug", "")
if yalin(ad) in ozgun_adlar:
model["display_name"] = f"{ad}{AITURK_EKI}"
modeller[:] = ozgunler + ek_modeller
# ---- Secicide model adinin altindaki satir ----
# Telefonda bu satir tek satirdir ve yaklasik 30 karakterde kesilir (kullanici ekran goruntusu,
# 10 Ekim 2026); en ayirt edici bilgi basa yazilir, ad tekrar edilmez.
ACIKLAMA_SINIRI = 30
KUCUK_PENCERE = 100_000 # bunun altindaki pencere alt satirda yazilir
_AILE = (("opus", "opus"), ("sonnet", "sonnet"), ("haiku", "haiku"), ("astra", "astra"), ("terra", "terra"),
("luna", "luna"), ("sol", "sol"), ("gemini", "gemini"), ("qwen", "qwen"), ("glm", "glm"),
("abliterated", "abliterated"), ("deepseek", "deepseek"), ("llama", "llama"), ("gemma", "gemma"))
_SAGLAYICI = {"cc": "Claude", "cx": "Codex", "ag": "Antigravity", "agy": "Antigravity", "nano": "NanoGPT", "hf": "HuggingFace",
"huggingface": "HuggingFace", "agnes": "Agnes", "bekci": "Bekçi"}
_SANSURSUZ = re.compile(r"uncensored|abliterat|obliterat|derestrict|heretic|unshackled", re.I)
def kisa_model(ad):
""""cc/claude-opus-5-5" -> "opus", "nano/z-ai/glm-5.3-flash-uncensored" -> "glm"; bilinmeyen ad "?"."""
if not ad:
return "?"
son = ad.split("/")[-1].split(":")[0].lower()
parcalar = [p for p in re.split(r"[^a-z]+", son) if p]
for anahtar, kisa in _AILE:
if anahtar in parcalar:
return kisa
return (parcalar[0] if parcalar else son) or "?"
def _yapraklar(dugum, derinlik=0):
"""Sirali (priority) zinciri duz model listesine acar; ic takim kendi uyeleriyle yer alir."""
if not isinstance(dugum, dict) or derinlik > 6:
return ["?"]
if dugum.get("kind") != "combo":
return [kisa_model(dugum.get("model"))]
cikti = []
for uye in dugum.get("members") or []:
cikti.extend(_yapraklar(uye, derinlik + 1))
return cikti or ["?"]
def _sigdir(onek, adlar, ayrac):
"""Sinira sigdigi kadar ad yazar, kalani "+N" ile sayar."""
tekil = [a for i, a in enumerate(adlar) if i == 0 or a != adlar[i - 1]]
for adet in range(len(tekil), 0, -1):
kalan = len(tekil) - adet
metin = onek + ayrac.join(tekil[:adet]) + (f" +{kalan}" if kalan else "")
if len(metin) <= ACIKLAMA_SINIRI or adet == 1:
return metin
return onek.rstrip(": ")
def aciklama(kimlik, ad, tur, kayit=None, bilgi=None):
"""Model adinin altinda gorunecek kisa satir. kayit: gecidin /router/catalog girdisi (yoksa None).
Takim -> uyeleri; sirali yedek -> sirasi; tek model -> saglayicisi ve adindan okunan ozellikleri.
bilgi (pencere.coz sonucu): Codex'te isi etkileyen iki uyari one yazilir: kucuk baglam ("32K")
ve arac cagiramayan model ("araçsız")."""
if tur == "combo":
topoloji = (kayit or {}).get("topology") or {}
uyeler = topoloji.get("members") or []
if topoloji.get("strategy") == "round-robin":
return f"Dönüşümlü: {len(uyeler)} üye"
takim = topoloji if topoloji.get("strategy") == "fusion" else None
if takim is None and uyeler and isinstance(uyeler[0], dict) and uyeler[0].get("strategy") == "fusion":
takim = uyeler[0]
if takim is not None:
return _sigdir("Takım: ", [kisa_model(u.get("model")) for u in takim.get("members") or []], "+")
if uyeler:
return _sigdir("Sıralı: ", _yapraklar(topoloji), ">")
return "Takım"
kisa = gorunen_ad(kimlik, ad, "model")
kod = kisa.split("/")[0].lower() if "/" in kisa else (kimlik or "").split("-")[0].lower()
parcalar = [_SAGLAYICI.get(kod, kod) or "Tek model"]
if bilgi and bilgi.get("pencere") and bilgi["pencere"] < KUCUK_PENCERE:
parcalar.append(pencere.kisa(bilgi["pencere"]))
if bilgi and bilgi.get("arac") is False:
parcalar.append("araçsız")
if _SANSURSUZ.search(kisa) or _SANSURSUZ.search(kimlik or ""):
parcalar.append("sansürsüz")
if "thinking" in (kisa + " " + (kimlik or "")).lower():
parcalar.append("düşünen")
if len(parcalar) == 1:
parcalar.insert(0, "Tek model")
while len(parcalar) > 1 and len(" · ".join(parcalar)) > ACIKLAMA_SINIRI:
parcalar.pop() # sona yazilan en az onemli ozellik duser; kelime ortasindan kesilmez
return " · ".join(parcalar)[:ACIKLAMA_SINIRI]
def yukle(ua="AstraBridge/1.0 (codex)", timeout=30, home=None, ag=True):
"""Donus: (durum, base_url, anahtar, girdiler). durum: 'kapali' | 'anahtar-yok' | 'tamam'.
Ag hatasinda istisna atar; cagiran son listeyi korur."""
Ag hatasinda istisna atar; cagiran son listeyi korur. home: koprunun veri klasoru (pencere onbellegi).
Her girdi "pencere" (ilan edilecek baglam penceresi), "gorsel" ve "arac" alanlarini tasir."""
ayar = ayar_oku()
if not ayar["enabled"]:
return "kapali", "", "", []
@@ -157,5 +325,28 @@ def yukle(ua="AstraBridge/1.0 (codex)", timeout=30):
return "anahtar-yok", "", "", []
base, varsayilan, adlar = ide_yapilandirma()
req = urllib.request.Request(base + "/models", headers={"Authorization": f"Bearer {anahtar}", "User-Agent": ua})
data = json.load(urllib.request.urlopen(req, timeout=timeout)).get("data", [])
return "tamam", base, anahtar, sec(data, adlar + [varsayilan], ayar["kapsam"])
with urllib.request.urlopen(req, timeout=timeout) as resp:
data = json.load(resp).get("data")
if not isinstance(data, list) or not data:
raise ValueError("Gecit bos veya gecersiz model katalogu dondurdu")
req = urllib.request.Request(base + "/router/catalog", headers={"Authorization": f"Bearer {anahtar}", "User-Agent": ua})
with urllib.request.urlopen(req, timeout=timeout) as resp:
metadata = json.load(resp).get("models")
if not isinstance(metadata, list) or not metadata:
raise ValueError("Gecit model turlerini dondurmedi")
# Bu ucta uye listesinde olmayan ic kayitlar da bulunur. Yalniz tur bilgisi alinir;
# modele erisim listesi her zaman /models yanitidir.
turler = {m["id"]: m["kind"] for m in metadata if m.get("id") and m.get("kind") in ("combo", "model")}
girdiler = sec(data, adlar + [varsayilan], ayar["kapsam"], turler)
if not girdiler:
raise ValueError("Gecitte kullanilabilir OmniRoute sohbet modeli yok")
kayitlar = {m["id"]: m for m in metadata if m.get("id")}
nano = pencere.nano_yukle(home, ua, ag=ag) # ag=False: acilista yalniz onbellek
ogr = pencere.ogrenilen(home)
aracsiz = pencere.aracsizlar(home)
for g in girdiler:
bilgi = pencere.coz(g["id"], g["kind"], g.get("yol"), kayitlar.get(g["id"]), nano, ogr, aracsiz)
g["pencere"], g["gorsel"], g["arac"], g["pencere_kaynak"] = (bilgi["pencere"], bilgi["gorsel"],
bilgi["arac"], bilgi["kaynak"])
g["aciklama"] = aciklama(g["id"], g["ad"], g["kind"], kayitlar.get(g["id"]), bilgi)
return "tamam", base, anahtar, girdiler
+48 -4
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@@ -45,6 +45,22 @@ OKUNAMADI_NOTU = ("(Kopru notu: Bu noktadan onceki konusma, onceki modelin sifre
"aktarilamadi. Onceki kararlari bilmiyorsan uydurma; kullaniciya sor.)")
KISA_MESAJI = ("AstraBridge: Sohbet ozeti cok kisa cikti (%d karakter, en az %d bekleniyordu) ve gecmisin yerine "
"konmadi; mesajlariniz sohbette duruyor. Tekrar deneyin ya da daha guclu bir model secin.")
def en_az_karakter(girdi_bayt, ayar=None):
"""Bu buyuklukteki bir konusmanin ozeti en az kac karakter olmali.
Yalniz bozuk/bos sayilacak kadar kisa ozeti yakalar; ozetin yeterliligini boyuttan cikarmaz.
Olcum (10 Ekim 2026, 646.955 baytlik gunluk + bes olgu): guclu modelin dogru ozeti 1500-1700
karakterdi; boyuta oranli yuksek esik (2587) bu dogru ozeti reddedip sohbeti kilitledi.
Hafiza kaybinin asil onlemi ozeti guclu modele yazdirmaktir (bridge.py _ozet_openai)."""
ayar = ayar or {}
tavan = int(ayar.get("en_az_tavan", 300))
oran = max(1, int(ayar.get("en_az_oran", 2000))) # her 2000 bayt girdi icin 1 karakter
return max(0, min(tavan, int(girdi_bayt) // oran))
def tetik_mi(req):
"""Istek bir sikistirma istegi mi (girdinin son ogesi compaction_trigger)?"""
ogeler = req.get("input")
@@ -129,9 +145,11 @@ class OzetAkisi:
"""Ozet isteginin SSE yanitini Codex'in bekledigi tek 'compaction' ogesine cevirir.
ic: once calisan cevirici (SseRewriter). Metin gelmezse compaction ogesi uretmez (Codex hatayi gosterir)."""
def __init__(self, ic=None, tohum=""):
def __init__(self, ic=None, tohum="", en_az=0):
self.ic = ic
self.tohum = tohum
self.en_az = en_az # bundan kisa ozet kabul edilmez (bkz. en_az_karakter)
self.kisa = False
self.buf = b""
self.parcalar = {} # item_id -> delta metni
self.bitenler = [] # tamamlanan mesaj metinleri
@@ -171,6 +189,13 @@ class OzetAkisi:
self.bitti = True
if not self.metin:
return _olay(d) # ozet yok: Codex "0 compaction ogesi" hatasini gosterir
if len(self.metin) < self.en_az:
# Anormal kisa ozet gecmisin yerine konmaz: Codex hatayi gosterir, sohbet oldugu gibi kalir.
self.kisa = True
yanit = dict(d.get("response") or {})
yanit["status"] = "failed"; yanit["output"] = []
yanit["error"] = {"code": "astrabridge_ozet_kisa", "message": KISA_MESAJI % (len(self.metin), self.en_az)}
return _olay({"type": "response.failed", "response": yanit})
oge = ozet_ogesi(self.metin, self.tohum)
yanit = dict(d.get("response") or {})
yanit["output"] = [oge]
@@ -180,6 +205,14 @@ class OzetAkisi:
return _olay(d)
return b""
def sonuc_notu(self):
"""Gunluk satiri icin sonuc (icerik yazilmaz)."""
if not self.metin:
return "ozet URETILEMEDI"
if self.kisa:
return f"ozet REDDEDILDI: {len(self.metin)} karakter, en az {self.en_az} bekleniyordu; gecmis korunuyor"
return f"ozet uretildi, {len(self.metin)} karakter"
def feed(self, chunk):
if self.ic:
chunk = self.ic.feed(chunk)
@@ -248,22 +281,33 @@ DONGU_MESAJI = ("AstraBridge: Bu sohbetin baglami, ozetlendikten sonra da secili
class DonguFreni:
"""Ayni sohbet icin kisa surede cok sayida ozet istegini sayar."""
"""Ozet dongusunu durdurur, mesru sik sikistirmayi durdurmaz (10 Ekim 2026: kucuk esikli sohbette
10 dakikadaki 4. ozet reddedilip tur dusuyordu). Iki ayri sinir:
- art_arda: arada normal (ozet olmayan) istek gecmeden ust uste gelen ozet sayisi; gercek dongu budur.
- sinir: pencere_sn icindeki toplam ozet sayisi; her ozetin arasina normal istek giren yavas donguyu keser."""
def __init__(self, sinir=3, pencere_sn=600):
def __init__(self, sinir=8, pencere_sn=600, art_arda=3):
self.sinir = sinir
self.pencere = pencere_sn
self.art_arda = art_arda
self.kayit = {}
self.ust_uste = {}
def normal(self, anahtar):
"""Bu sohbette ozet olmayan bir istek gecti: art arda sayaci sifirlanir."""
self.ust_uste.pop(anahtar, None)
def izin(self, anahtar, simdi):
"""Bu ozet istegine izin var mi? Varsa kaydeder."""
zamanlar = [t for t in self.kayit.get(anahtar, []) if simdi - t < self.pencere]
if len(zamanlar) >= self.sinir:
if len(zamanlar) >= self.sinir or self.ust_uste.get(anahtar, 0) >= self.art_arda:
self.kayit[anahtar] = zamanlar
return False
zamanlar.append(simdi)
self.kayit[anahtar] = zamanlar
self.ust_uste[anahtar] = self.ust_uste.get(anahtar, 0) + 1
if len(self.kayit) > 500: # bellek sismesin
for k in sorted(self.kayit, key=lambda k: self.kayit[k][-1])[:250]:
self.kayit.pop(k, None)
self.ust_uste.pop(k, None)
return True
+292
View File
@@ -0,0 +1,292 @@
"""Eklenen modellerin gercek baglam penceresi ve yetenekleri (10 Ekim 2026).
Neden: gecit model basina pencere vermiyor; kopru her modele abonelik kalibinin penceresini (272000)
kopyaliyordu. Codex, kucuk pencereli modele geciste sohbeti kendisi sikistirir, ama bunu ilan edilen
pencereye gore yapar (core/src/session/turn.rs maybe_run_previous_model_inline_compact). Pencere dogru
ilan edilince o yol kendiliginden calisir; yanlis ilan edilince istek hedefe sigmaz.
Kaynak sirasi (kucukten guvenilire degil, guvenilirden yedege):
1. Hedefin kendi hatasindan ogrenilen sinir (ogren / ogrenilen): en guvenilir, diske yazilir.
2. NanoGPT'nin acik model listesi (nano/... modelleri icin istegi tasiyan saglayicinin kendi degeri).
3. Saglayici kisaltmasina gore yerel tablo (cc, cx, ag).
4. Bilinmeyen: VARSAYILAN (temkinli) ve bir kez gunluk satiri.
Combo: yapraklarinin en kucugu (yedege dusulurse de sigsin).
Ust sinir TAVAN: ozeti abonelik modeli yazdigi icin gecmis onun penceresini asmamali.
"""
import json
import os
import re
import time
import urllib.request
TAVAN = 272_000 # abonelik modellerinin penceresi; ozetleyen model bundan fazlasini okuyamaz
VARSAYILAN = 128_000 # hakkinda hicbir sey bilinmeyen model
TABAN = 8_000 # saglayici verisi bozuksa (0, eksi) kullanilmaz
NANO_URL = "https://nano-gpt.com/api/v1/models?detailed=true"
NANO_OMUR_SN = 24 * 3600
NANO_DOSYA = "pencere-nano.json"
OGRENILEN_DOSYA = "pencere-ogrenilen.json"
ARACSIZ_DOSYA = "aracsiz-modeller.json"
# Saglayici kisaltmasi -> (pencere, gorsel girdi, arac cagrisi). cc = Claude Code aboneligi, cx = Codex
# aboneligi, ag = Antigravity. Degerler abonelik yollarinin temkinli sinirlaridir.
_YEREL = (
(re.compile(r"^cx/"), (272_000, True, True)),
(re.compile(r"^cc/"), (200_000, True, True)),
(re.compile(r"^ag/claude"), (200_000, True, True)),
(re.compile(r"^ag/gemini"), (1_000_000, True, True)),
(re.compile(r"^ag/gpt-oss"), (131_072, False, True)),
)
# "maximum context length is 131072 tokens", "prompt is too long: 3040251 tokens > 1000000 maximum",
# "context window of 32768 tokens", "exceeds the limit of 65536" ...
_SINIR = (
re.compile(r"maximum context length (?:is|of) (\d{4,8})", re.I),
re.compile(r"\d{4,9} tokens? > (\d{4,8}) maximum", re.I),
re.compile(r"context (?:window|length|size)(?: limit)? (?:is|of) (\d{4,8})", re.I),
re.compile(r"(?:limit|maximum) of (\d{4,8}) tokens", re.I),
re.compile(r"max(?:imum)? context tokens\D{0,6}(\d{4,8})", re.I),
)
_TASMA = re.compile(r"context[_ ](?:length|window)[_ ]exceeded|maximum context length|prompt is too long|"
r"context window|too many tokens|input is too long|exceeds? the (?:maximum |model.s )?context|max(?:imum)? context tokens", re.I)
def _oku(yol):
try:
with open(yol, encoding="utf-8") as f:
v = json.load(f)
return v if isinstance(v, dict) else {}
except (OSError, ValueError):
return {}
def _yaz(yol, veri):
gecici = yol + ".tmp"
with open(gecici, "w", encoding="utf-8") as f:
json.dump(veri, f, ensure_ascii=False)
os.replace(gecici, yol)
def nano_sadelestir(ham):
"""NanoGPT yaniti -> {model kimligi (kucuk harf): {"pencere", "gorsel", "arac"}}."""
cikti = {}
for m in (ham or {}).get("data") or []:
kimlik = str(m.get("id") or "").lower()
pencere = m.get("context_length")
if not kimlik or not isinstance(pencere, int) or pencere < TABAN:
continue
yetenek = m.get("capabilities") or {}
cikti[kimlik] = {"pencere": pencere, "gorsel": bool(yetenek.get("vision")),
"arac": bool(yetenek.get("tool_calling"))}
return cikti
def nano_yukle(home, ua="AstraBridge/1.0 (codex)", timeout=20, simdi=None, getir=None, ag=True):
"""Onbellek tazeyse onu, degilse agdan yenisini dondurur. Ag hatasinda eski onbellek (yasina bakilmadan)
kullanilir; o da yoksa bos sozluk doner ve cagiran yerel tabloya duser. Hicbir durumda istisna atmaz.
ag=False: aga cikilmaz, eldeki onbellek doner (koprunun acilisi beklemesin diye)."""
simdi = time.time() if simdi is None else simdi
yol = os.path.join(home, NANO_DOSYA) if home else ""
onbellek = _oku(yol) if yol else {}
if onbellek.get("modeller") and simdi - float(onbellek.get("zaman") or 0) < NANO_OMUR_SN:
return onbellek["modeller"]
if not ag:
return onbellek.get("modeller") or {}
try:
if getir is None:
istek = urllib.request.Request(NANO_URL, headers={"User-Agent": ua, "Accept": "application/json"})
with urllib.request.urlopen(istek, timeout=timeout) as resp:
ham = json.load(resp)
else:
ham = getir()
modeller = nano_sadelestir(ham)
if modeller:
if yol:
try:
_yaz(yol, {"zaman": simdi, "modeller": modeller})
except OSError:
pass
return modeller
except Exception: # noqa: BLE001 - ag, JSON, sertifika: hepsi "yerel tabloya dus" demek
pass
return onbellek.get("modeller") or {}
def ogrenilen(home):
return {k: int(v) for k, v in _oku(os.path.join(home, OGRENILEN_DOSYA)).items()
if isinstance(v, (int, float)) and v >= TABAN} if home else {}
def aracsizlar(home):
"""Hedefin "arac cagrisi desteklenmiyor" dedigi modeller (kimlik kumesi)."""
return {k for k, v in _oku(os.path.join(home, ARACSIZ_DOSYA)).items() if v} if home else set()
def aracsiz_mi(metin):
return bool(re.search(r"does not support tool|tool_choice_unsupported|tools? (?:are|is) not supported|"
r"function calling is not supported", metin or "", re.I))
def ogren_aracsiz(home, kimlik):
"""True: kayit yeni eklendi."""
if not home or not kimlik:
return False
yol = os.path.join(home, ARACSIZ_DOSYA)
veri = _oku(yol)
if veri.get(kimlik):
return False
veri[kimlik] = True
try:
_yaz(yol, veri)
except OSError:
return False
return True
def tasma_mi(metin):
return bool(_TASMA.search(metin or ""))
def sinir_oku(metin):
"""Hedefin tasma hatasindaki gercek sinir; yoksa None."""
for kalip in _SINIR:
m = kalip.search(metin or "")
if m and int(m.group(1)) >= TABAN:
return int(m.group(1))
return None
def ogren(home, kimlik, sinir):
"""Hedefin bildirdigi siniri kaydeder (yalniz kucultur). True: kayit degisti."""
if not home or not kimlik or not sinir or sinir < TABAN:
return False
yol = os.path.join(home, OGRENILEN_DOSYA)
veri = _oku(yol)
if isinstance(veri.get(kimlik), (int, float)) and veri[kimlik] <= sinir:
return False
veri[kimlik] = int(sinir)
try:
_yaz(yol, veri)
except OSError:
return False
return True
def yol_bilgisi(yol, nano):
""""nano/z-ai/glm-5.3" ya da "cc/claude-opus-5-5" -> {"pencere","gorsel","arac","kaynak"} ya da None."""
yol = (yol or "").strip()
if yol.startswith("9router/"):
yol = yol[len("9router/"):]
if yol.startswith("nano/"):
n = (nano or {}).get(yol[len("nano/"):].lower())
if n:
return {**n, "kaynak": "nanogpt"}
return None
for kalip, (pencere, gorsel, arac) in _YEREL:
if kalip.match(yol):
return {"pencere": pencere, "gorsel": gorsel, "arac": arac, "kaynak": "yerel"}
return None
def _yapraklar(dugum, derinlik=0):
if not isinstance(dugum, dict) or derinlik > 6:
return []
if dugum.get("kind") != "combo":
return [dugum.get("model")] if dugum.get("model") else []
cikti = []
for uye in dugum.get("members") or []:
cikti.extend(_yapraklar(uye, derinlik + 1))
return cikti
def coz(kimlik, tur, yol, kayit=None, nano=None, ogr=None, aracsiz=()):
"""Bir katalog girdisinin ilan edilecek penceresi ve yetenekleri.
kimlik: gecit kimligi; tur: "combo" | "model"; yol: gecidin aciklamasindaki "saglayici/model" yolu;
kayit: /router/catalog girdisi (combo topolojisi icin). Donus: {"pencere","gorsel","arac","kaynak"}."""
bilinmeyen = {"pencere": VARSAYILAN, "gorsel": False, "arac": True, "kaynak": "varsayilan"}
if tur == "combo":
yapraklar = _yapraklar((kayit or {}).get("topology"))
bilgiler = [yol_bilgisi(y, nano) or dict(bilinmeyen) for y in yapraklar]
if not bilgiler:
sonuc = dict(bilinmeyen)
else:
sonuc = {"pencere": min(b["pencere"] for b in bilgiler),
# Bir takim uyesi resmi goremese de digerleri gorur; sirali yedekte ilk uye belirler.
"gorsel": bool(bilgiler[0]["gorsel"]), "arac": bool(bilgiler[0]["arac"]),
"kaynak": "uyeler:" + ",".join(sorted({b["kaynak"] for b in bilgiler}))}
else:
if (yol or "").startswith("no-think/"):
# Dusunmesiz kopya: asil saglayici kimlikten okunur ("no-think-9router-cc-claude-..." -> cc).
m = re.match(r"no-think-(?:9router-)?([a-z0-9]+)-", kimlik or "")
yol = (m.group(1) + "/" + yol[len("no-think/"):]) if m else yol
sonuc = yol_bilgisi(yol, nano) or dict(bilinmeyen)
if kimlik in aracsiz:
sonuc = {**sonuc, "arac": False}
sinir = (ogr or {}).get(kimlik)
if sinir and sinir < sonuc["pencere"]:
sonuc = {**sonuc, "pencere": int(sinir), "kaynak": "ogrenilen"}
sonuc["pencere"] = max(TABAN, min(TAVAN, int(sonuc["pencere"])))
return sonuc
def kisa(pencere):
"""8192 -> "8K", 131072 -> "128K", 272000 -> "272K"."""
return f"{round(pencere / 1024) if pencere < 262_144 and pencere % 1024 == 0 else round(pencere / 1000)}K"
# ---- Istek oncesi tasma bekcisi ----
# Codex sikistirmadan sonra kullanici mesajlarini AYNEN tutar; cok buyuk bir yapistirma (ya da dev arac
# ciktisi) kucuk pencereli hedefe yine sigmaz ve hedef bos akisla doner (10 Ekim 2026 olcumu: 390 KB istek,
# 64K pencere, Codex 5 kez yeniden deneyip "stream closed" ile dustu). Bekci, hedefe giden KOPYADA en buyuk
# eski metin parcalarinin ortasini cikarir; yine sigmazsa istegi gondermeden anlasilir hata doner.
BAYT_BOLU_TOKEN = 3.2 # olcum (10 Ekim 2026): 540 KB duz Turkce metin = 171016 token (3,16 bayt/token)
DOLULUK = 0.97 # pencerenin bu oranini asan istek kirpilir / gonderilmez
KIRP_ESIK = 6000 # bundan kisa metin parcasi kirpilmaz
KIRP_BAS = KIRP_SON = 1500
def tahmini_token(req):
return int(len(json.dumps(req, ensure_ascii=False).encode("utf-8")) / BAYT_BOLU_TOKEN)
def _metin_parcalari(req):
"""Kirpilabilir (sahip, anahtar) ciftleri: arac ciktilari ile eski kullanici/asistan mesajlari.
Son kullanici mesajina ve talimat tasiyan developer/system mesajlarina (Codex kurallari, skill
yonergeleri, kanca baglami) dokunulmaz."""
girdi = req.get("input")
if not isinstance(girdi, list):
return []
son_kullanici = max((i for i, it in enumerate(girdi) if isinstance(it, dict) and it.get("role") == "user"
and it.get("type", "message") == "message"), default=-1)
parcalar = []
for i, it in enumerate(girdi):
if not isinstance(it, dict) or i == son_kullanici or it.get("role") in ("developer", "system"):
continue
for alan in ("content", "output"):
deger = it.get(alan)
if isinstance(deger, str):
parcalar.append((it, alan))
elif isinstance(deger, list):
for p in deger:
if isinstance(p, dict) and isinstance(p.get("text"), str):
parcalar.append((p, "text"))
return parcalar
def sigdir(req, pencere_token):
"""Istegi hedef pencereye sigdirir. Donus: (kirpilan parca sayisi, sigdi mi, tahmini token)."""
sinir = int(pencere_token * DOLULUK)
tahmin = tahmini_token(req)
if not pencere_token or tahmin <= sinir:
return 0, True, tahmin
kirpilan = 0
parcalar = sorted(_metin_parcalari(req), key=lambda sa: len(sa[0][sa[1]]), reverse=True)
for sahip, anahtar in parcalar:
metin = sahip[anahtar]
if len(metin) < KIRP_ESIK:
break
sahip[anahtar] = (metin[:KIRP_BAS] + f"\n[... {len(metin) - KIRP_BAS - KIRP_SON} karakter çıkarıldı (köprü): "
f"seçili modelin bağlam penceresine sığmıyordu ...]\n" + metin[-KIRP_SON:])
kirpilan += 1
tahmin = tahmini_token(req)
if tahmin <= sinir:
return kirpilan, True, tahmin
return kirpilan, tahmin <= sinir, tahmin
@@ -49,8 +49,11 @@ def _kisalt(metin):
+ metin[-yarim:])
def resimleri_sadelestir(req, tut_bayt=TUT_BAYT):
"""(değiştirilen parça sayısı, kazanılan bayt). req['input'] yerinde değişir."""
def resimleri_sadelestir(req, tut_bayt=TUT_BAYT, gorsel=False):
"""(değiştirilen parça sayısı, kazanılan bayt). req['input'] yerinde değişir.
gorsel=True (hedef model resim görebiliyor): eski KULLANICI mesajlarındaki resimler de, en yeniden eskiye
toplam tut_bayt'ı aşmadıkça korunur (10 Ekim 2026: resim görebilen modele geçince "göremiyorum" diyordu).
Araç çıktılarındaki medya her durumda notla değiştirilir."""
inp = req.get('input')
if not isinstance(inp, list):
return 0, 0
@@ -65,6 +68,20 @@ def resimleri_sadelestir(req, tut_bayt=TUT_BAYT):
medya = [p for p in icerik if _medya_mi(p)]
if medya and sum(_boyut(p) for p in medya) <= tut_bayt:
koru.add(son_kullanici)
if gorsel:
kalan = tut_bayt - sum(_boyut(p) for i in koru for p in inp[i].get('content') or [] if _medya_mi(p))
for i in range(len(inp) - 1, -1, -1):
it = inp[i]
if i in koru or not (isinstance(it, dict) and it.get('type') == 'message' and it.get('role') == 'user'):
continue
icerik = it.get('content')
resimler = [p for p in icerik if _medya_mi(p) and MEDYA_TURLERI.get(p.get('type')) == 'resim'] \
if isinstance(icerik, list) else []
diger = [p for p in icerik if _medya_mi(p) and p not in resimler] if isinstance(icerik, list) else []
boyut = sum(_boyut(p) for p in resimler)
if resimler and not diger and boyut <= kalan:
koru.add(i)
kalan -= boyut
sayi = kazanc = 0
for i, it in enumerate(inp):
if not isinstance(it, dict) or i in koru:
@@ -31,7 +31,7 @@ class AccessPrograms(unittest.TestCase):
"fix_tool_ids": lambda req: 0,
"drop_foreign_items": lambda req: 0,
"SseRewriter": Mock(),
"log": lambda message: None,
"log": lambda message: None, "pencere": __import__("pencere"), "IDE_BILGI": {}, "yarim": __import__("yarim"), "nokta_mesaji_mi": lambda req: False, "EXTRA_MODELS": [],
"DEBUG": False, "UA": "test", "RETRIES": 1, "UPSTREAM_IDLE_TIMEOUT": 3900,
}
exec(compile(ast.Module(body=[flatten, claude_sonu, responses], type_ignores=[]), "bridge.py", "exec"), self.env)
@@ -40,7 +40,7 @@ class ComboNotResent(unittest.TestCase):
"fix_tool_ids": lambda req: 0, "drop_foreign_items": lambda req: 0,
"SseRewriter": Mock(), "log": lambda message: None,
"DEBUG": False, "UA": "test", "RETRIES": 6, "UPSTREAM_IDLE_TIMEOUT": 3600,
"NO_RETRY_PATTERNS": [],
"NO_RETRY_PATTERNS": [], "pencere": __import__("pencere"), "IDE_BILGI": {}, "yarim": __import__("yarim"), "nokta_mesaji_mi": lambda req: False, "EXTRA_MODELS": [],
}
exec(compile(ast.Module(body=[pick("flatten_request"), pick("claude_sonu_duzelt"), pick("is_timeout"), responses],
type_ignores=[]), "bridge.py", "exec"), self.env)
@@ -2,8 +2,8 @@ import json, os, tempfile, unittest
import ide_catalog as c
def girdi(mid, ad, yetenek=("chat",), sira=0, kaynak="omniroute"):
return {"id": mid, "turkservis": {"display_name": ad, "capabilities": list(yetenek), "order": sira, "source": kaynak}}
def girdi(mid, ad, yetenek=("chat",), sira=0, kaynak="omniroute", kind="model"):
return {"id": mid, "turkservis": {"display_name": ad, "capabilities": list(yetenek), "order": sira, "source": kaynak, "kind": kind}}
KATALOG = [
@@ -11,8 +11,8 @@ KATALOG = [
girdi("9router-cc-opus", "OmniRoute · cc/claude-opus-5-5", sira=2),
girdi("9router-nano-x", "OmniRoute · nano/x", sira=1),
girdi("gorsel", "OmniRoute · gpt-image-1", ("image",)),
girdi("9router-Takim-Agir", "OmniRoute · Takim-Agir", sira=9),
girdi("9router-Takim-Agir-6e65dba5", "OmniRoute · Takim-Agir", sira=8),
girdi("9router-Takim-Agir", "OmniRoute · Takim-Agir", sira=9, kind="combo"),
girdi("9router-Takim-Agir-6e65dba5", "OmniRoute · Takim-Agir", sira=8, kind="combo"),
girdi("Ajan-Arac", "OmniRoute · Ajan-Arac (tekrar)"),
]
@@ -52,26 +52,39 @@ class Yapilandirma(unittest.TestCase):
class Secim(unittest.TestCase):
def test_ide_kapsami(self):
s = c.sec(KATALOG, ["cc/claude-opus-5-5"], "ide")
# Tanimli model + adlandirilmis combolar; tanimsiz saglayici modeli ve gorsel modeli yok.
self.assertEqual([x["id"] for x in s], ["9router-cc-opus", "Ajan-Arac"])
# Uye katalogu yerel config'teki adlarla sinirlanmaz.
self.assertEqual([x["id"] for x in s], ["9router-nano-x", "9router-cc-opus", "Ajan-Arac"])
def test_9router_combolari_gosterilmez(self):
katalog = [girdi("9router-Takim-Agir-6e65dba5", "Takim-Agir", kaynak="9router", sira=1),
girdi("9router-Takim-Agir", "Takim-Agir (2)", sira=2),
girdi("9router-Takim-Agir", "Takim-Agir (2)", sira=2, kind="combo"),
girdi("Takim-Agir", "Takim-Agir (3)", sira=3),
girdi("Ajan-Arac", "Ajan-Arac", sira=4),
girdi("9router-nano-x", "nano/x", kaynak="9router", sira=5)]
s = c.sec(katalog, ["nano/x"], "ide")
# 9Router combosu ve gecidin 9router saglayicisindaki kopyasi yok; OmniRoute'un kendi combosu
# sayacsiz adiyla kalir. 9Router'in tekil modeli (combo degil) etkilenmez.
# sayacsiz adiyla kalir. Dogrudan 9Router tekilleri de eklenmez.
self.assertEqual([(x["id"], x["ad"]) for x in s],
[("Takim-Agir", "Takim-Agir"), ("Ajan-Arac", "Ajan-Arac"), ("9router-nano-x", "nano/x")])
[("Takim-Agir", "Takim-Agir"), ("Ajan-Arac", "Ajan-Arac")])
def test_9router_modelleri_yalniz_omniroute_uzerinden_eklenir(self):
katalog = [girdi("9router-nano-x-aaaa1111", "nano/x", kaynak="9router", sira=1),
girdi("9router-nano-x", "nano/x (2)", sira=2),
girdi("9router-ocg-y-bbbb2222", "ocg/y", kaynak="9router", sira=3),
girdi("vag-z", "vag/z", sira=4),
girdi("9router-ses", "nano/ses", ("tts",), kaynak="9router", sira=5),
girdi("9router-Takim-Agir-6e65dba5", "Takim-Agir", kaynak="9router", sira=6)]
s = c.sec(katalog, [], "ide")
# Yerel model tanimi gerekmez; iki kaynak yerine yalniz OmniRoute yolu gelir.
self.assertEqual([(x["id"], x["ad"]) for x in s],
[("9router-nano-x", "nano/x"), ("vag-z", "vag/z")])
def test_gorunen_ad_yalniz_saglayici_ve_model(self):
for tam, beklenen in [("OmniRoute · ag/gemini-3.8-flash", "ag/gemini-3.8-flash"),
("nano/qwen/qwen3.8-27b-obliterated:thinking", "nano/qwen3.8-27b-obliterated:thinking"),
("9Router · Nous-Research/inclusionai/ling-3.1-flash", "Nous-Research/ling-3.1-flash"),
("cf/@cf/qwen/qwq-32b", "cf/qwq-32b"),
("9R · nano/qwen/qwen3.8-27b", "nano/qwen3.8-27b"), ("9R · ag/gemini", "ag/gemini"),
("OmniRoute · Ajan-Arac", "Ajan-Arac"), ("cc/claude-opus-5-5", "cc/claude-opus-5-5")]:
self.assertEqual(c.kisa_ad(tam), beklenen, tam)
@@ -0,0 +1,91 @@
"""Bridge 7: tool-less models are learned, flat gateway errors are translated, instructions are never trimmed."""
import ast
import json
import tempfile
import unittest
from pathlib import Path
import pencere
tree = ast.parse(Path(__file__).with_name("bridge.py").read_text(encoding="utf-8"))
names = {"fix_tool_ids", "SseRewriter", "phase_damgala", "asistan_mesaji_mi", "nokta_mesaji_mi", "hazir_yaniti"}
nodes = [n for n in tree.body if isinstance(n, (ast.FunctionDef, ast.ClassDef)) and n.name in names]
for node in tree.body:
if isinstance(node, ast.Assign) and any(isinstance(t, ast.Name) and t.id in
{"ID_PREFIX", "FOREIGN_ID_MARK", "REFERENCE_TYPES", "INLINE_TYPES", "ARAC_OGELERI", "NOKTA_ISARETLERI"} for t in node.targets):
nodes.insert(0, node)
env = {"json": json, "re": __import__("re"), "time": __import__("time"), "log": lambda message: None, "pencere": pencere}
exec(compile(ast.Module(body=nodes, type_ignores=[]), "bridge.py", "exec"), env)
def feed(event, **kw):
adapter = env["SseRewriter"](set(), **kw)
raw = b"data: " + json.dumps(event).encode() + b"\n\n"
return [json.loads(line[6:]) for line in (adapter.feed(raw) + adapter.flush()).decode().splitlines()
if line.startswith("data: ")]
class Ek(unittest.TestCase):
def test_model_without_tool_calls_is_reported_and_remembered(self):
seen = []
flat = {"type": "error", "code": "bad_request", "status_code": 400, "message":
'[400]: {"error":{"message":"This model does not support tool calls.","code":"tool_choice_unsupported"}}'}
out = feed(flat, hedef="m", aracsiz=seen.append)
self.assertEqual(out[0]["type"], "response.failed")
self.assertIn("araç çağrısını desteklemiyor", out[0]["response"]["error"]["message"])
self.assertEqual(seen, ["m"])
home = tempfile.mkdtemp()
self.assertTrue(pencere.ogren_aracsiz(home, "m"))
self.assertFalse(pencere.ogren_aracsiz(home, "m"))
self.assertFalse(pencere.coz("m", "model", "cc/claude-opus-5-5", aracsiz=pencere.aracsizlar(home))["arac"])
self.assertTrue(pencere.coz("n", "model", "cc/claude-opus-5-5", aracsiz=pencere.aracsizlar(home))["arac"])
def test_flat_overflow_error_is_translated_and_learned(self):
seen = []
flat = {"type": "error", "code": "bad_request", "message":
"Your prompt exceeds the model's context length. Max context tokens: 65536."}
out = feed(flat, hedef="m", tasma=lambda hedef, metin: seen.append(pencere.sinir_oku(metin)))
self.assertEqual(out[0]["response"]["error"]["code"], "context_length_exceeded")
self.assertEqual(seen, [65536])
self.assertEqual(feed({"type": "error", "code": "server_error", "message": "upstream 503"})[0]["type"], "error")
def test_guard_never_trims_instruction_messages(self):
big = "KURAL " * 40000
req = {"input": [
{"type": "message", "role": "developer", "content": [{"type": "input_text", "text": big}]},
{"type": "message", "role": "user", "content": [{"type": "input_text", "text": "eski " * 40000}]},
{"type": "message", "role": "user", "content": [{"type": "input_text", "text": "soru"}]}]}
pencere.sigdir(req, 65536)
self.assertEqual(req["input"][0]["content"][0]["text"], big)
self.assertIn("çıkarıldı (köprü)", req["input"][1]["content"][0]["text"])
class Nokta(unittest.TestCase):
def user(self, content):
return {"type": "message", "role": "user", "content": content}
def test_only_a_lone_dot_from_the_user_is_answered_locally(self):
is_dot = env["nokta_mesaji_mi"]
self.assertTrue(is_dot({"input": [self.user([{"type": "input_text", "text": " . "}])]}))
self.assertTrue(is_dot({"input": [self.user("x"), self.user(".")]}))
for other in ("..", "?", "Selam", "", "1."):
self.assertFalse(is_dot({"input": [self.user([{"type": "input_text", "text": other}])]}), other)
self.assertFalse(is_dot({"input": [self.user("."), {"type": "function_call_output", "call_id": "c", "output": "x"}]}))
self.assertFalse(is_dot({"input": [self.user([{"type": "input_text", "text": "."}, {"type": "input_image", "image_url": "x"}])]}))
self.assertFalse(is_dot({"input": [{"type": "message", "role": "assistant", "content": "."}]}))
self.assertFalse(is_dot({"input": []}))
def test_local_answer_is_a_complete_response_with_a_final_answer(self):
raw = env["hazir_yaniti"]("ide/x", "cc/opus-5-5 hazır.").decode()
events = [json.loads(line[6:]) for line in raw.splitlines() if line.startswith("data: ")]
self.assertEqual([e["type"] for e in events], ["response.created", "response.output_item.added",
"response.output_text.delta", "response.output_item.done", "response.completed"])
done = events[-1]["response"]
self.assertEqual(done["status"], "completed")
self.assertEqual(done["output"][0]["phase"], "final_answer")
self.assertEqual(done["output"][0]["content"][0]["text"], "cc/opus-5-5 hazır.")
self.assertEqual(done["usage"]["total_tokens"], 0)
if __name__ == "__main__":
unittest.main()
@@ -0,0 +1,141 @@
"""The shipped IDE must use the same public OmniRoute catalog as every member."""
import io
import json
import unittest
from unittest.mock import patch
import ide_catalog as c
def row(mid, name, source="omniroute", capabilities=("chat",)):
return {"id": mid, "turkservis": {"display_name": name, "source": source,
"capabilities": list(capabilities)}}
class MemberCatalog(unittest.TestCase):
def test_metadata_classifies_only_public_models(self):
public = [row("plain", "Plain"), row("team", "Team")]
metadata = [{"id": "plain", "kind": "model"}, {"id": "team", "kind": "combo"},
{"id": "internal", "kind": "combo"}]
replies = [io.BytesIO(json.dumps({"data": public}).encode()),
io.BytesIO(json.dumps({"models": metadata}).encode())]
with patch.object(c, "ayar_oku", return_value={"enabled": True, "kapsam": "ide"}), \
patch.object(c, "anahtar_oku", return_value="test-key"), \
patch.object(c, "ide_yapilandirma", return_value=("https://example.test/v1", "", [])), \
patch.object(c.urllib.request, "urlopen", side_effect=replies):
status, _, _, selected = c.yukle()
self.assertEqual(status, "tamam")
self.assertEqual({m["id"]: m["kind"] for m in selected}, {"plain": "model", "team": "combo"})
def test_empty_catalog_is_a_refresh_failure(self):
with patch.object(c, "ayar_oku", return_value={"enabled": True, "kapsam": "ide"}), \
patch.object(c, "anahtar_oku", return_value="test-key"), \
patch.object(c, "ide_yapilandirma", return_value=("https://example.test/v1", "", [])), \
patch.object(c.urllib.request, "urlopen", return_value=io.BytesIO(b'{"data": []}')):
with self.assertRaises(ValueError):
c.yukle()
def test_public_omniroute_models_do_not_need_private_local_configuration(self):
rows = [row("9router-nano-x", "9R · nano/x"), row("agnes-flat", "Agnes Flat"),
row("Ajan-Arac", "Ajan-Arac"), row("image", "image", capabilities=("image",))]
self.assertEqual({m["id"] for m in c.sec(rows, [])},
{"9router-nano-x", "agnes-flat", "Ajan-Arac"})
def test_direct_route_is_never_added_beside_omniroute(self):
rows = [row("9router-nano-x-direct", "9R · nano/x", "9router"),
row("9router-nano-x", "9R · nano/x")]
self.assertEqual([m["id"] for m in c.sec(rows, ["nano/x"], "hepsi")], ["9router-nano-x"])
def test_model_order_uses_combo_metadata_and_preserves_every_model(self):
models = [{"slug": "gpt-z", "display_name": "GPT Z", "priority": 1},
{"slug": "ide/bekci-kurnaz", "display_name": "kurnaz", "priority": 2},
{"slug": "ide/Z-Team", "display_name": "Z-Team", "priority": 5},
{"slug": "ide/9router-cc-opus", "display_name": "9R · cc/opus", "priority": 3},
{"slug": "ide/A-Team", "display_name": "A-Team", "priority": 4}]
extras = [{"slug": m["slug"], "kind": "combo" if m["slug"].endswith("Team") else "model"}
for m in models if m["slug"].startswith("ide/")]
c.sirala_codex(models, extras)
self.assertEqual([m["slug"] for m in models],
["gpt-z", "ide/A-Team", "ide/Z-Team", "ide/bekci-kurnaz", "ide/9router-cc-opus"])
self.assertEqual([m["priority"] for m in models], [1, 2, 3, 4, 5])
def test_subscription_models_keep_their_own_order_priority_and_name(self):
models = [{"slug": "ide/GPT-6-Astra", "display_name": "GPT-6-Astra", "priority": 3},
{"slug": "gpt-6-astra", "display_name": "GPT-6-Astra", "priority": 2},
{"slug": "ide/A-Team", "display_name": "A-Team", "priority": 0},
{"slug": "gpt-6.1-sol", "display_name": "GPT-6.1-Sol", "priority": 1},
{"slug": "codex-auto-review", "display_name": "Codex Auto Review", "priority": 43}]
models.append({"slug": "ide/GPT-6-1-Sol", "display_name": "GPT-6-1-Sol", "priority": 2})
extras = [{"slug": "ide/GPT-6-Astra", "kind": "combo"}, {"slug": "ide/A-Team", "kind": "combo"},
{"slug": "ide/GPT-6-1-Sol", "kind": "combo"}]
originals = [dict(m) for m in models if not m["slug"].startswith("ide/")]
c.sirala_codex(models, extras)
self.assertEqual([m for m in models if not m["slug"].startswith("ide/")], originals)
self.assertEqual([m["slug"] for m in models],
["gpt-6-astra", "gpt-6.1-sol", "codex-auto-review", "ide/A-Team", "ide/GPT-6-1-Sol",
"ide/GPT-6-Astra"])
self.assertEqual([m["priority"] for m in models[3:]], [44, 45, 46])
self.assertEqual([m["display_name"] for m in models[4:]], ["GPT-6-1-Sol (AITURK)", "GPT-6-Astra (AITURK)"])
def test_description_line_tells_what_the_entry_is_and_fits_a_phone_row(self):
yedek = {"kind": "combo", "model": "Yedek", "strategy": "priority", "members": [
{"kind": "model", "model": "nano/z-ai/glm-5.3-flash-uncensored"},
{"kind": "model", "model": "nano/abliteration-ai/abliterated-model-large-v2"}]}
takim = {"topology": {"kind": "combo", "strategy": "priority", "members": [
{"kind": "combo", "model": "Takim-Hizli", "strategy": "fusion", "members": [
{"kind": "model", "model": "ag/gemini-3.8-flash-high"}, {"kind": "model", "model": "cc/claude-sonnet-5-5"}]},
yedek]}}
self.assertEqual(c.aciklama("Takim-Hizli", "Takim-Hizli", "combo", takim), "Takım: gemini+sonnet")
sirali = {"topology": {"kind": "combo", "strategy": "priority", "members": [
{"kind": "model", "model": "cx/gpt-6-astra"}, {"kind": "model", "model": "cc/claude-opus-5-5"},
{"kind": "model", "model": "cc/claude-sonnet-5-5"}, {"kind": "model", "model": "ag/gemini-3.8-flash-high"}]}}
self.assertEqual(c.aciklama("Ajan-Arac", "Ajan-Arac", "combo", sirali), "Sıralı: astra>opus>sonnet +1")
# An unresolved first member stays visible instead of being hidden behind the fallback.
eksik = {"topology": {"kind": "combo", "strategy": "priority", "members": [{"kind": "combo", "model": None}, yedek]}}
self.assertEqual(c.aciklama("GPT-6-Sol", "GPT-6-Sol", "combo", eksik), "Sıralı: ?>glm>abliterated")
donen = {"topology": {"kind": "combo", "strategy": "round-robin", "members": [yedek, yedek, yedek]}}
self.assertEqual(c.aciklama("Takim-Sira", "Takim-Sira", "combo", donen), "Dönüşümlü: 3 üye")
self.assertEqual(c.aciklama("X", "X", "combo", None), "Takım")
self.assertEqual(c.aciklama("9router-cc-claude-opus-5-5", "9R · cc/claude-opus-5-5", "model"), "Tek model · Claude")
self.assertEqual(c.aciklama("9router-nano-qwen-qwen3.8-27b-uncensored-thinking",
"9R · nano/qwen3.8-27b-uncensored:thinking", "model"),
"NanoGPT · sansürsüz · düşünen")
self.assertEqual(c.aciklama("bekci-kurnaz", "kurnaz", "model"), "Tek model · Bekçi")
# 9Router aliases: cc = Claude Code, cx = OpenAI Codex, ag = Antigravity.
self.assertEqual(c.aciklama("9router-cx-gpt-6-astra", "9R · cx/gpt-6-astra", "model"), "Tek model · Codex")
self.assertEqual(c.aciklama("9router-ag-gemini-3.8-flash-high", "9R · ag/gemini-3.8-flash-high", "model"), "Tek model · Antigravity")
uzun = {"topology": {"kind": "combo", "strategy": "priority", "members": [
{"kind": "model", "model": f"x/model{chr(97 + i) * 9}"} for i in range(8)]}}
self.assertLessEqual(len(c.aciklama("U", "U", "combo", uzun)), c.ACIKLAMA_SINIRI)
for ad in ("Takim-Hizli", "9R · cc/claude-opus-5-5"):
self.assertNotIn(ad, c.aciklama(ad, ad, "combo" if "Takim" in ad else "model", takim))
def test_picker_names_are_combo_name_or_short_provider_slash_model(self):
# User decision, 10 Oct 2026: no "9R" mark; combos by name; single models as provider/model.
rows = [("Takim-Hizli", "Takim-Hizli", "combo"),
("9router-cc-claude-opus-5-5", "9R · cc/claude-opus-5-5", "model"),
("9router-cc-claude-opus-4-8", "9R · cc/claude-opus-4-8", "model"),
("9router-cx-gpt-6-astra", "9R · cx/gpt-6-astra", "model"),
("9router-ag-gemini-3.8-flash-high", "9R · ag/gemini-3.8-flash-high", "model"),
("9router-nano-z-ai-glm-5.3-flash-uncensored", "9R · nano/glm-5.3-flash-uncensored", "model"),
("agnes-agnes-2.0-flash", "Agnes 2.0 Flash", "model"),
("agnes-agnes-2.0-flash-high", "agnes-2.0-flash-high", "model"),
("bekci-bekci", "bekci", "model"), ("bekci-kurnaz", "kurnaz", "model"),
("hf-deepseek-ai-DeepSeek-V3", "hf/DeepSeek V3", "model"),
("no-think-9router-cc-claude-opus-5-5", "no-think/claude-opus-5-5", "model"),
("no-think-9router-ag-claude-opus-4-6-thinking", "no-think/claude-opus-4-6-thinking", "model")]
adlar = c.adlandir([(k, a) for k, a, _ in rows], turler={k: t for k, _, t in rows})
self.assertEqual([adlar[k] for k, _, _ in rows],
["Takim-Hizli", "cc/opus-5-5", "cc/opus-4-8", "cx/gpt-6-astra", "agy/gemini-3.8-flash-high",
"nano/glm-5.3-flash-uncensored", "agnes/agnes-2.0-flash", "agnes/agnes-2.0-flash-high",
"bekci/bekci", "bekci/kurnaz", "hf/DeepSeek-V3", "cc/opus-5-5 (no-think)",
"agy/opus-4-6-thinking (no-think)"])
self.assertFalse([a for a in adlar.values() if "9R" in a])
# Added models sort after the combos by provider then model.
models = [{"slug": "ide/" + k, "display_name": adlar[k], "priority": 0} for k, _, _ in rows]
c.sirala_codex(models, [{"slug": "ide/" + k, "kind": t} for k, _, t in rows])
gorunen = [m["display_name"] for m in models]
self.assertEqual(gorunen[0], "Takim-Hizli")
self.assertEqual(gorunen[1:], sorted(gorunen[1:], key=lambda a: tuple(p.casefold() for p in a.partition("/")[::2])))
if __name__ == "__main__":
unittest.main()
@@ -7,12 +7,13 @@ import unittest
tree = ast.parse(Path(__file__).with_name("bridge.py").read_text(encoding="utf-8"))
names = {"flatten_request", "fix_tool_ids", "drop_foreign_items", "SseRewriter"}
names = {"flatten_request", "fix_tool_ids", "drop_foreign_items", "SseRewriter", "phase_damgala",
"asistan_mesaji_mi"}
nodes = [n for n in tree.body if isinstance(n, (ast.FunctionDef, ast.ClassDef)) and n.name in names]
env = {"json": json, "log": lambda message: None}
env = {"json": json, "re": __import__("re"), "log": lambda message: None, "pencere": __import__("pencere")}
for node in tree.body:
if isinstance(node, ast.Assign) and any(isinstance(t, ast.Name) and t.id in
{"ID_PREFIX", "FOREIGN_ID_MARK", "REFERENCE_TYPES", "INLINE_TYPES"} for t in node.targets):
{"ID_PREFIX", "FOREIGN_ID_MARK", "REFERENCE_TYPES", "INLINE_TYPES", "ARAC_OGELERI"} for t in node.targets):
nodes.insert(0, node)
exec(compile(ast.Module(body=nodes, type_ignores=[]), "bridge.py", "exec"), env)
@@ -62,6 +63,27 @@ class ModelSwitch(unittest.TestCase):
self.assertEqual(rewritten["item"]["type"], "custom_tool_call")
self.assertEqual(rewritten["item"]["input"], "remember-4827")
self.assertEqual(rewritten["item"]["call_id"], "call_4827")
self.assertEqual(rewritten["item"]["id"], "ctc_chatcmpl-probe")
def test_custom_stream_ids_are_valid_before_history_is_saved(self):
# Real failure after disabling the bridge and returning to OpenAI:
# input[32].id fc_call_... was saved as a custom_tool_call by Codex.
item = {"type": "function_call", "id": "fc_call_3f427ecc539d4c779c1252077701216f",
"call_id": "call_original", "name": "probe",
"arguments": json.dumps({"input": "keep this exact tool input"})}
adapter = env["SseRewriter"]({"probe"})
converted = []
for kind in ("response.output_item.added", "response.output_item.done"):
converted.append(adapter._fix({"type": kind, "item": dict(item)})["item"])
final = adapter._fix({"type": "response.completed", "response": {"output": [dict(item)]}})
converted.append(final["response"]["output"][0])
for result in converted:
self.assertEqual(result["type"], "custom_tool_call")
self.assertEqual(result["id"], "ctc_call_3f427ecc539d4c779c1252077701216f")
self.assertEqual(result["call_id"], "call_original")
self.assertEqual(result["input"], "keep this exact tool input")
history = {"input": converted}
self.assertEqual(env["fix_tool_ids"](history), 0)
if __name__ == "__main__":
@@ -109,6 +109,35 @@ class Akis(unittest.TestCase):
a = o.OzetAkisi()
self.assertEqual(o.ozet_metni(coz(a.feed(ham))[1]["item"]), "ozet metni")
def test_anormal_kisa_ozet_gecmisin_yerine_konmaz(self):
# Esik yalniz bozuk sayilacak kadar kisa ozeti yakalar. 10 Ekim 2026 olcumu: 646.955 baytlik
# sohbetin dogru ozeti 1501-1701 karakterdi ve boyuta oranli eski esik onu reddedip sohbeti kilitledi.
self.assertEqual(o.en_az_karakter(1018151), 300)
self.assertEqual(o.en_az_karakter(646955), 300)
self.assertEqual(o.en_az_karakter(100000), 50)
self.assertEqual(o.en_az_karakter(0), 0)
self.assertEqual(o.en_az_karakter(1018151, {"en_az_tavan": 1500, "en_az_oran": 250}), 1500)
for gercek_ozet in (1501, 1648, 1701):
self.assertGreater(gercek_ozet, o.en_az_karakter(646955))
ham = sse({"type": "response.created", "response": {"id": "r1"}},
{"type": "response.output_item.done", "item": self._mesaj("k" * 120)},
{"type": "response.completed", "response": {"id": "r1", "status": "completed"}})
a = o.OzetAkisi(tohum="7", en_az=o.en_az_karakter(1018151))
olaylar = coz(a.feed(ham) + a.flush())
self.assertEqual([e["type"] for e in olaylar], ["response.created", "response.failed"])
self.assertNotIn("compaction", json.dumps(olaylar))
self.assertEqual(olaylar[1]["response"]["error"]["code"], "astrabridge_ozet_kisa")
self.assertTrue(a.kisa)
self.assertIn("REDDEDILDI", a.sonuc_notu())
# Yeterli uzunlukta ozet ayni esikle kabul edilir; kucuk sohbetin kisa ozeti de reddedilmez.
for metin, esik in (("u" * 1501, o.en_az_karakter(646955)), ("kisa ama dogru ozet", o.en_az_karakter(3000))):
b = o.OzetAkisi(tohum="8", en_az=esik)
ham2 = sse({"type": "response.output_item.done", "item": self._mesaj(metin)},
{"type": "response.completed", "response": {"id": "r2"}})
cikti = coz(b.feed(ham2))
self.assertEqual(o.ozet_metni(cikti[0]["item"]), metin)
self.assertFalse(b.kisa)
def test_metin_yoksa_compaction_uretilmez_hata_gorunur(self):
ham = sse({"type": "response.created", "response": {}},
{"type": "response.output_item.done", "item": {"type": "function_call", "name": "x"}},
@@ -133,11 +162,22 @@ class Akis(unittest.TestCase):
class Fren(unittest.TestCase):
def test_ayni_sohbette_ust_uste_ozet_durdurulur(self):
f = o.DonguFreni(sinir=3, pencere_sn=600)
def test_tight_loop_is_stopped_but_spaced_summaries_are_not(self):
f = o.DonguFreni(sinir=8, pencere_sn=600, art_arda=3)
# Summary after summary with no normal request in between: a real loop.
self.assertEqual([f.izin("sohbet-a", t) for t in (0, 10, 20, 30, 40)], [True, True, True, False, False])
self.assertTrue(f.izin("sohbet-b", 40)) # baska sohbet etkilenmez
self.assertTrue(f.izin("sohbet-a", 700)) # pencere gecince yeniden izin
self.assertTrue(f.izin("sohbet-b", 40)) # another conversation is unaffected
# A normal request between summaries (small-window model compacting every turn) keeps working.
g = o.DonguFreni(sinir=8, pencere_sn=600, art_arda=3)
izinler = []
for t in range(0, 70, 10):
izinler.append(g.izin("sohbet-c", t))
g.normal("sohbet-c")
self.assertEqual(izinler, [True] * 7)
self.assertTrue(g.izin("sohbet-c", 70)) # the 8th in the window
g.normal("sohbet-c")
self.assertFalse(g.izin("sohbet-c", 80)) # the total cap still ends a slow loop
self.assertTrue(g.izin("sohbet-c", 700)) # and lifts once the window passes
self.assertIn("Dongu durduruldu", o.DONGU_MESAJI % 3)
@@ -0,0 +1,229 @@
"""Bridge version 7: real context windows, phase stamping, overflow errors, images for vision models."""
import ast
import json
import os
import tempfile
import unittest
from pathlib import Path
import ide_catalog as c
import pencere
import resim_context
tree = ast.parse(Path(__file__).with_name("bridge.py").read_text(encoding="utf-8"))
names = {"fix_tool_ids", "SseRewriter", "phase_damgala", "asistan_mesaji_mi"}
nodes = [n for n in tree.body if isinstance(n, (ast.FunctionDef, ast.ClassDef)) and n.name in names]
for node in tree.body:
if isinstance(node, ast.Assign) and any(isinstance(t, ast.Name) and t.id in
{"ID_PREFIX", "FOREIGN_ID_MARK", "REFERENCE_TYPES", "INLINE_TYPES", "ARAC_OGELERI"} for t in node.targets):
nodes.insert(0, node)
env = {"json": json, "re": __import__("re"), "log": lambda message: None, "pencere": pencere}
exec(compile(ast.Module(body=nodes, type_ignores=[]), "bridge.py", "exec"), env)
NANO = pencere.nano_sadelestir({"data": [
{"id": "z-ai/glm-5.3-flash-uncensored", "context_length": 1048576,
"capabilities": {"vision": True, "tool_calling": True}},
{"id": "mlabonne/NeuralDaredevil-8B-abliterated", "context_length": 8192,
"capabilities": {"vision": False, "tool_calling": False}},
{"id": "nousresearch/hermes-3-llama-3.1-70b", "context_length": 65536,
"capabilities": {"vision": False, "tool_calling": True}},
{"id": "broken", "context_length": 0}]})
def sse(*events):
return b"".join(b"event: " + e["type"].encode() + b"\ndata: " + json.dumps(e).encode() + b"\n\n" for e in events)
def parse(raw):
return [json.loads(line[6:]) for line in raw.decode().splitlines() if line.startswith("data: ")]
def message(text, ident="msg_1"):
return {"type": "message", "id": ident, "role": "assistant", "content": [{"type": "output_text", "text": text}]}
class Windows(unittest.TestCase):
def test_provider_data_local_table_and_cap(self):
coz = pencere.coz
# The provider that carries the request decides; nothing is declared above the summarizer's window.
self.assertEqual(coz("9router-nano-z-ai-glm-5.3-flash-uncensored", "model", "nano/z-ai/glm-5.3-flash-uncensored",
nano=NANO)["pencere"], pencere.TAVAN)
small = coz("9router-nano-mlabonne-NeuralDaredevil-8B-abliterated", "model",
"nano/mlabonne/NeuralDaredevil-8B-abliterated", nano=NANO)
self.assertEqual((small["pencere"], small["arac"], small["gorsel"]), (8192, False, False))
self.assertEqual(coz("9router-cc-claude-opus-5-5", "model", "cc/claude-opus-5-5")["pencere"], 200000)
self.assertEqual(coz("9router-cx-gpt-6-astra", "model", "cx/gpt-6-astra")["pencere"], 272000)
self.assertEqual(coz("no-think-9router-cc-claude-opus-5-5", "model", "no-think/claude-opus-5-5")["pencere"], 200000)
unknown = coz("agnes-agnes-2.5-flash", "model", "Agnes 2.5 Flash", nano=NANO)
self.assertEqual((unknown["pencere"], unknown["kaynak"]), (pencere.VARSAYILAN, "varsayilan"))
self.assertNotIn("broken", NANO)
def test_combo_declares_its_smallest_member(self):
combo = {"topology": {"kind": "combo", "strategy": "priority", "members": [
{"kind": "model", "model": "cx/gpt-6-astra"},
{"kind": "combo", "strategy": "priority", "members": [
{"kind": "model", "model": "nano/z-ai/glm-5.3-flash-uncensored"},
{"kind": "model", "model": "nano/nousresearch/hermes-3-llama-3.1-70b"}]}]}}
self.assertEqual(pencere.coz("X", "combo", "X", combo, NANO)["pencere"], 65536)
self.assertEqual(pencere.coz("X", "combo", "X", None, NANO)["pencere"], pencere.VARSAYILAN)
def test_limit_learned_from_the_target_error_only_shrinks(self):
home = tempfile.mkdtemp()
text = "This model's maximum context length is 32768 tokens. However, you requested 51234 tokens"
self.assertTrue(pencere.tasma_mi(text))
self.assertEqual(pencere.sinir_oku(text), 32768)
self.assertEqual(pencere.sinir_oku("prompt is too long: 3040251 tokens > 1000000 maximum"), 1000000)
gateway = ("Your prompt exceeds the model's context length. Estimated input tokens: 171016. "
"Max context tokens: 65536.")
self.assertTrue(pencere.tasma_mi(gateway))
self.assertEqual(pencere.sinir_oku(gateway), 65536)
self.assertIsNone(pencere.sinir_oku("rate limit exceeded"))
self.assertFalse(pencere.tasma_mi("rate limit exceeded"))
self.assertTrue(pencere.ogren(home, "m", 32768))
self.assertFalse(pencere.ogren(home, "m", 65536)) # a larger number never overrides
self.assertEqual(pencere.ogrenilen(home), {"m": 32768})
self.assertEqual(pencere.coz("m", "model", "cc/claude-opus-5-5", ogr=pencere.ogrenilen(home))["pencere"], 32768)
def test_nano_cache_survives_a_network_failure(self):
home = tempfile.mkdtemp()
fresh = {"data": [{"id": "A/b", "context_length": 16384, "capabilities": {}}]}
self.assertEqual(pencere.nano_yukle(home, simdi=1000, getir=lambda: fresh)["a/b"]["pencere"], 16384)
def fail():
raise OSError("offline")
later = 1000 + pencere.NANO_OMUR_SN + 5
self.assertEqual(pencere.nano_yukle(home, simdi=later, getir=fail)["a/b"]["pencere"], 16384)
self.assertEqual(pencere.nano_yukle(tempfile.mkdtemp(), simdi=later, getir=fail), {})
self.assertEqual((pencere.kisa(8192), pencere.kisa(131072), pencere.kisa(200000)), ("8K", "128K", "200K"))
def test_description_line_warns_about_small_window_and_no_tools(self):
bilgi = {"pencere": 8192, "arac": False, "gorsel": False}
line = c.aciklama("9router-nano-mlabonne-NeuralDaredevil-8B-abliterated", "9R · nano/NeuralDaredevil-8B-abliterated",
"model", None, bilgi)
self.assertEqual(line, "NanoGPT · 8K · araçsız") # warnings first; the rest no longer fits in 30
self.assertLessEqual(len(line), c.ACIKLAMA_SINIRI)
self.assertEqual(c.aciklama("9router-cc-claude-opus-5-5", "9R · cc/claude-opus-5-5", "model", None,
{"pencere": 200000, "arac": True, "gorsel": True}), "Tek model · Claude")
class Guard(unittest.TestCase):
def req(self, old, last="son soru"):
return {"instructions": "talimat", "input": [
{"type": "message", "role": "user", "content": [{"type": "input_text", "text": old}]},
{"type": "function_call_output", "call_id": "c", "output": "cikti " * 4000},
{"type": "message", "role": "user", "content": [{"type": "input_text", "text": last}]}]}
def test_request_that_fits_is_untouched(self):
req = self.req("kisa")
before = json.dumps(req)
self.assertEqual(pencere.sigdir(req, 272000)[:2], (0, True))
self.assertEqual(json.dumps(req), before)
def test_oversized_old_parts_lose_their_middle_and_the_last_user_message_never_does(self):
req = self.req("BAS " + "dolgu " * 60000 + " SON", last="yeni " * 3000)
kirpilan, sigdi, tahmin = pencere.sigdir(req, 65536)
self.assertTrue(sigdi)
self.assertGreaterEqual(kirpilan, 1)
old = req["input"][0]["content"][0]["text"]
self.assertTrue(old.startswith("BAS ") and old.endswith(" SON"))
self.assertIn("çıkarıldı (köprü)", old)
self.assertEqual(req["input"][2]["content"][0]["text"], "yeni " * 3000) # the new message is intact
self.assertLessEqual(tahmin, int(65536 * pencere.DOLULUK))
def test_a_last_message_larger_than_the_window_is_reported_not_sent(self):
req = self.req("kisa", last="x" * 400000)
self.assertFalse(pencere.sigdir(req, 32768)[1])
class Phase(unittest.TestCase):
def run_stream(self, *events, chunk=37):
adapter = env["SseRewriter"](set())
raw = sse(*events)
out = b"".join(adapter.feed(raw[i:i + chunk]) for i in range(0, len(raw), chunk)) + adapter.flush()
return parse(out)
def test_message_before_a_tool_call_is_commentary(self):
call = {"type": "function_call", "id": "fc_1", "call_id": "call_1", "name": "shell", "arguments": "{}"}
out = self.run_stream(
{"type": "response.output_item.added", "item": message("")},
{"type": "response.output_text.delta", "item_id": "msg_1", "delta": "bakiyorum"},
{"type": "response.output_item.done", "item": message("bakiyorum")},
{"type": "response.output_item.added", "item": call},
{"type": "response.output_item.done", "item": call},
{"type": "response.completed", "response": {"output": [message("bakiyorum"), call]}})
self.assertEqual([e["type"] for e in out], [
"response.output_item.added", "response.output_text.delta", "response.output_item.done",
"response.output_item.added", "response.output_item.done", "response.completed"]) # order kept
self.assertEqual(out[2]["item"]["phase"], "commentary")
self.assertEqual(out[5]["response"]["output"][0]["phase"], "commentary")
self.assertNotIn("phase", out[5]["response"]["output"][1])
def test_last_message_without_tool_calls_is_the_final_answer(self):
out = self.run_stream(
{"type": "response.output_item.done", "item": message("ara", "msg_a")},
{"type": "response.output_item.added", "item": message("", "msg_b")},
{"type": "response.output_item.done", "item": message("son", "msg_b")},
{"type": "response.completed", "response": {"output": [message("ara", "msg_a"), message("son", "msg_b")]}})
done = [e for e in out if e["type"] == "response.output_item.done"]
self.assertEqual([e["item"]["phase"] for e in done], ["commentary", "final_answer"])
self.assertEqual([o["phase"] for o in out[-1]["response"]["output"]], ["commentary", "final_answer"])
self.assertEqual(out[-1]["type"], "response.completed") # done comes first
def test_existing_phase_and_cut_streams_are_left_alone(self):
native = dict(message("x"), phase="final_answer")
out = self.run_stream({"type": "response.output_item.done", "item": native},
{"type": "response.completed", "response": {"output": [dict(native)]}})
self.assertEqual(out[0]["item"]["phase"], "final_answer")
# No terminal event: the held message is still delivered, unmarked rather than guessed.
cut = self.run_stream({"type": "response.output_item.done", "item": message("yarim")})
self.assertEqual(len(cut), 1)
self.assertNotIn("phase", cut[0]["item"])
def test_overflow_failure_gets_the_code_codex_understands(self):
seen = []
adapter = env["SseRewriter"](set(), hedef="model-x", tasma=lambda hedef, metin: seen.append((hedef, metin)))
failed = {"type": "response.failed", "response": {"error": {
"code": "server_error", "message": "maximum context length is 32768 tokens"}}}
out = parse(adapter.feed(sse(failed)) + adapter.flush())
self.assertEqual(out[0]["response"]["error"]["code"], "context_length_exceeded")
self.assertEqual(seen[0][0], "model-x")
other = {"type": "response.failed", "response": {"error": {"code": "rate_limit", "message": "slow down"}}}
self.assertEqual(parse(adapter.feed(sse(other)))[0]["response"]["error"]["code"], "rate_limit")
class GatewayErrors(unittest.TestCase):
def test_permanent_gateway_error_becomes_a_failure_codex_shows_at_once(self):
adapter = env["SseRewriter"](set())
raw = sse({"type": "error", "error": {"type": "upstream_error", "message": "upstream 402"}})
out = parse(adapter.feed(raw) + adapter.flush())
self.assertEqual(out[0]["type"], "response.failed")
self.assertEqual(out[0]["response"]["error"]["code"], "insufficient_quota")
self.assertIn("upstream 402", out[0]["response"]["error"]["message"])
# A transient error is left alone so that Codex retries it.
raw = sse({"type": "error", "error": {"type": "upstream_error", "message": "upstream 503"}})
self.assertEqual(parse(env["SseRewriter"](set()).feed(raw))[0]["type"], "error")
class Images(unittest.TestCase):
def req(self):
img = {"type": "input_image", "image_url": "data:image/png;base64," + "A" * 2000}
return {"input": [
{"type": "message", "role": "user", "content": [{"type": "input_text", "text": "bak"}, dict(img)]},
{"type": "message", "role": "assistant", "content": [{"type": "output_text", "text": "OKUDUM"}]},
{"type": "function_call_output", "call_id": "c", "output": [dict(img)]},
{"type": "message", "role": "user", "content": [{"type": "input_text", "text": "ne yaziyordu"}]}]}
def test_text_model_gets_notes_vision_model_keeps_user_images(self):
text_only = self.req()
self.assertEqual(resim_context.resimleri_sadelestir(text_only)[0], 2)
self.assertNotIn("input_image", json.dumps(text_only))
vision = self.req()
self.assertEqual(resim_context.resimleri_sadelestir(vision, gorsel=True)[0], 1) # only the tool output
self.assertEqual(vision["input"][0]["content"][1]["type"], "input_image")
self.assertNotIn("input_image", json.dumps(vision["input"][2]))
big = self.req()
self.assertEqual(resim_context.resimleri_sadelestir(big, tut_bayt=500, gorsel=True)[0], 2) # over budget
if __name__ == "__main__":
unittest.main()
@@ -0,0 +1,74 @@
"""An answer cut by the client is carried to the next turn of the same conversation, once."""
import json
import unittest
import yarim
def delta(text):
return (b"event: response.output_text.delta\ndata: "
+ json.dumps({"type": "response.output_text.delta", "delta": text}).encode() + b"\n\n")
def user(text):
return {"type": "message", "role": "user", "content": [{"type": "input_text", "text": text}]}
class Yarim(unittest.TestCase):
def setUp(self):
yarim._KAYIT.clear()
def cut(self, key="sohbet-1", text="1. bir sayidir ve ilk siradadir. 2. iki sayidir ve cifttir. 3. uc"):
izle = yarim.Izleyici(key, "ide/x")
raw = delta(text[:20]) + delta(text[20:])
for i in range(0, len(raw), 17):
izle.feed(raw[i:i + 17])
return izle
def test_cut_answer_reaches_the_next_user_message_once(self):
izle = self.cut()
self.assertTrue(yarim.kaydet(izle, simdi=100))
req = {"input": [user("liste yaz"), user("kaldigin yerden devam et")]}
self.assertGreater(yarim.uygula(req, "sohbet-1", simdi=200), 0)
note = req["input"][-1]["content"][-1]["text"]
self.assertIn("3. uc", note)
self.assertIn('model="ide/x"', note)
self.assertEqual(req["input"][-1]["content"][0]["text"], "kaldigin yerden devam et") # the user's words stay first
again = {"input": [user("bir daha")]}
self.assertEqual(yarim.uygula(again, "sohbet-1", simdi=300), 0) # used once
self.assertEqual(yarim.uygula({"input": [user("x")]}, "baska-sohbet", simdi=300), 0)
def test_finished_short_or_keyless_answers_are_not_kept(self):
done = self.cut()
done.feed(b'event: response.completed\ndata: {"type": "response.completed"}\n\n')
self.assertFalse(yarim.kaydet(done))
self.assertFalse(yarim.kaydet(self.cut(text="kisa")))
self.assertFalse(yarim.kaydet(self.cut(key="")))
def test_note_waits_for_a_real_user_turn_and_skips_text_codex_already_saved(self):
yarim.kaydet(self.cut(), simdi=100)
tool_turn = {"input": [user("x"), {"type": "function_call_output", "call_id": "c", "output": "ok"}]}
self.assertEqual(yarim.uygula(tool_turn, "sohbet-1", simdi=110), 0)
compaction = {"input": [user("x"), {"type": "compaction_trigger"}]}
self.assertEqual(yarim.uygula(compaction, "sohbet-1", simdi=110), 0)
self.assertIn("sohbet-1", yarim._KAYIT) # still waiting
saved = {"input": [{"type": "message", "role": "assistant", "content": [
{"type": "output_text", "text": "1. bir sayidir ve ilk siradadir. 2. iki sayidir ve cifttir. 3. uc"}]}, user("devam")]}
self.assertEqual(yarim.uygula(saved, "sohbet-1", simdi=120), 0)
self.assertNotIn("sohbet-1", yarim._KAYIT)
yarim.kaydet(self.cut(), simdi=100)
self.assertEqual(yarim.uygula({"input": [user("gec")]}, "sohbet-1", simdi=100 + yarim.OMUR_SN + 1), 0) # expired
def test_long_text_keeps_head_and_tail(self):
yarim.kaydet(self.cut(text="BAS" + "x" * 40000 + "SON"), simdi=1)
req = {"input": [user("devam")]}
yarim.uygula(req, "sohbet-1", simdi=2)
note = req["input"][-1]["content"][-1]["text"]
self.assertLess(len(note), yarim.EN_COK_KARAKTER + 600)
self.assertIn("BAS", note)
self.assertTrue(note.rstrip().endswith("</yarim_cevap>"))
self.assertIn("SON\n</yarim_cevap>", note)
if __name__ == "__main__":
unittest.main()
+112
View File
@@ -0,0 +1,112 @@
"""Yarida kesilen cevabi sonraki modele tasir (10 Ekim 2026).
Olcum: Codex kapanir ya da kullanici cevabi durdurursa o ana kadar yazilan metin sohbet gecmisine girmiyor;
sonraki tur (ayni ya da baska modelle) "onceki cevabi goremiyorum" diyor. Kopru akisi zaten goruyor:
ISTEMCI baglantiyi kapattiginda (yanit bitmeden) o ana kadarki metni bellekte tutar ve ayni sohbetin
sonraki isteginde, kullanicinin yeni mesajina kisa bir not olarak ekler. Bir kez kullanilir.
Bilerek yapilmayanlar:
- Ust kaynak kopmasinda (istemci hala bagli) kayit yok: Codex o istegi kendisi yeniden gonderir; not eklenirse
model bastan yazmak yerine ortadan devam eder ve cevabin basi kaybolur.
- Yarim metin asistan mesaji olarak eklenmez: Claude "asistan mesajiyla biten istek"i reddeder ve abonelik
yolunda kimliksiz asistan ogesi risklidir. Kullanici mesajina eklenen not her saglayicida gecerlidir.
- Diske yazilmaz; kopru yeniden baslarsa kayit gider.
"""
import json
import threading
import time
OMUR_SN = 6 * 3600
EN_COK_KAYIT = 50
EN_COK_KARAKTER = 12_000 # nota konan yarim metnin ust siniri (basi ve sonu korunur)
EN_AZ_KARAKTER = 40 # bundan kisa yarim metin tasinmaya degmez
NOT_BASI = "[Köprü notu: bir önceki cevabın yarıda kesildi ve sohbet geçmişine kaydedilmedi."
_KILIT = threading.Lock()
_KAYIT = {} # sohbet anahtari -> {"zaman", "metin", "model"}
class Izleyici:
"""Akistan gecen parcalardan asistan metnini toplar; yanitin bitip bitmedigini izler."""
def __init__(self, anahtar, model):
self.anahtar, self.model = anahtar, model
self.buf = b""
self.parcalar = []
self.bitti = False
def feed(self, chunk):
self.buf += chunk
while b"\n\n" in self.buf:
blok, self.buf = self.buf.split(b"\n\n", 1)
if b"response.output_text.delta" in blok:
for satir in blok.split(b"\n"):
if satir.startswith(b"data:"):
try:
d = json.loads(satir[5:])
except ValueError:
continue
if d.get("type") == "response.output_text.delta" and isinstance(d.get("delta"), str):
self.parcalar.append(d["delta"])
elif b"response.completed" in blok or b"response.failed" in blok or b"response.incomplete" in blok:
self.bitti = True
@property
def metin(self):
return "".join(self.parcalar)
def kaydet(izleyici, simdi=None):
"""Istemci kapatti ve yanit bitmemisti: yarim metni sakla. True: saklandi."""
metin = izleyici.metin.strip()
if not izleyici.anahtar or izleyici.bitti or len(metin) < EN_AZ_KARAKTER:
return False
simdi = time.time() if simdi is None else simdi
with _KILIT:
_KAYIT[izleyici.anahtar] = {"zaman": simdi, "metin": metin, "model": izleyici.model}
for eski in sorted(_KAYIT, key=lambda k: _KAYIT[k]["zaman"])[:max(0, len(_KAYIT) - EN_COK_KAYIT)]:
del _KAYIT[eski]
return True
def _kisalt(metin):
if len(metin) <= EN_COK_KARAKTER:
return metin
bas, son = EN_COK_KARAKTER // 4, EN_COK_KARAKTER - EN_COK_KARAKTER // 4
return metin[:bas] + f"\n[... ortadan {len(metin) - bas - son} karakter çıkarıldı ...]\n" + metin[-son:]
def uygula(req, anahtar, simdi=None):
"""Ayni sohbetin sonraki isteginde yarim metni kullanicinin son mesajina not olarak ekler.
Donus: eklenen karakter sayisi (0: eklenmedi). Kayit yalniz basariyla eklenince ya da eskiyince silinir."""
if not anahtar:
return 0
simdi = time.time() if simdi is None else simdi
with _KILIT:
kayit = _KAYIT.get(anahtar)
if kayit and simdi - kayit["zaman"] > OMUR_SN:
del _KAYIT[anahtar]
kayit = None
girdi = req.get("input")
if not kayit or not isinstance(girdi, list) or not girdi:
return 0
son = girdi[-1]
if not (isinstance(son, dict) and son.get("type", "message") == "message" and son.get("role") == "user"):
return 0 # sikistirma istegi, arac sonucu turu vb.: yeni kullanici mesajini bekle
metin = kayit["metin"]
ham = json.dumps(girdi, ensure_ascii=False)
if json.dumps(metin[:200], ensure_ascii=False)[1:-1] in ham:
with _KILIT: # Codex bu metni gecmise kendisi yazmis: ikinci kez eklenmez
_KAYIT.pop(anahtar, None)
return 0
notu = (f"{NOT_BASI} Kesilmeden önce yazdığın metin aşağıda. Kullanıcı devam etmeni isterse baştan yazma, "
f"kaldığın yerden sürdür.]\n<yarim_cevap model=\"{kayit['model']}\">\n{_kisalt(metin)}\n</yarim_cevap>")
icerik = son.get("content")
if isinstance(icerik, str):
son["content"] = [{"type": "input_text", "text": icerik}, {"type": "input_text", "text": notu}]
elif isinstance(icerik, list):
icerik.append({"type": "input_text", "text": notu})
else:
return 0
with _KILIT:
_KAYIT.pop(anahtar, None)
return len(notu)
@@ -230,7 +230,7 @@ describe('bridge configuration and command', () => {
routes: {},
nine_router_catalog: { enabled: false },
pano_kanca_user: false,
ozet_kopru: { enabled: true, kapsam: 'hepsi', openai_modeli: 'gpt-6-luna', dongu_siniri: 3 }
ozet_kopru: { enabled: true, kapsam: 'hepsi', openai_modeli: 'gpt-6-luna', dongu_siniri: 8, dongu_art_arda: 3 }
})
})
+2 -2
View File
@@ -27,7 +27,7 @@ export const CODEX_LINK_REFRESH_URL = `${CODEX_LINK_ORIGIN}/aiturk/codex-baglama
export const CODEX_LINK_MARKER = '# AITURK IDE Codex Baglama'
// Must equal SURUM in assets/codex-bridge/bridge.py; a running bridge that reports
// another version is restarted so an updated IDE never keeps an old bridge alive.
export const CODEX_BRIDGE_VERSION = '3'
export const CODEX_BRIDGE_VERSION = '7'
export const CODEX_LINK_LINE = `openai_base_url = "${CODEX_LINK_ORIGIN}/backend-api/codex" ${CODEX_LINK_MARKER}`
export const CODEX_LINK_RUN_KEY = 'HKCU\\Software\\Microsoft\\Windows\\CurrentVersion\\Run'
@@ -339,7 +339,7 @@ export function codexBridgeConfig() {
routes: {},
nine_router_catalog: { enabled: false },
pano_kanca_user: false,
ozet_kopru: { enabled: true, kapsam: 'hepsi', openai_modeli: 'gpt-6-luna', dongu_siniri: 3 }
ozet_kopru: { enabled: true, kapsam: 'hepsi', openai_modeli: 'gpt-6-luna', dongu_siniri: 8, dongu_art_arda: 3 }
}
}
+2 -1
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@@ -2,6 +2,7 @@ import { describe, expect, it } from 'vitest'
import { CODEX_BRIDGE_START_BUDGET_MS, type CodexLinkDeps, type CodexLinkPaths, createCodexLink } from './codex-link'
import {
CODEX_BRIDGE_VERSION,
CODEX_LINK_LINE,
CODEX_LINK_REFRESH_URL,
CODEX_LINK_STATUS_URL,
@@ -21,7 +22,7 @@ const PATHS: CodexLinkPaths = {
}
const BRIDGE_JSON = `${PATHS.bridgeHome}\\bridge.json`
const STATUS_OK = { ok: true, surum: '3', ide_durum: 'tamam', ide_model: 7, ozet: true }
const STATUS_OK = { ok: true, surum: CODEX_BRIDGE_VERSION, ide_durum: 'tamam', ide_model: 7, ozet: true }
const USER_CONFIG = 'model = "gpt-6"\r\n\r\n[features]\r\nweb = true\r\n'
interface World {
+1 -1
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@@ -79,7 +79,7 @@ export interface CodexLinkDeps {
// The single wait this feature owns: how long a freshly spawned bridge gets to
// answer its status endpoint before the apply gives up.
export const CODEX_BRIDGE_START_BUDGET_MS = 10_000
export const CODEX_BRIDGE_START_BUDGET_MS = 45_000
const START_POLL_INTERVAL_MS = 500
// A probe of an already-running (or absent) local bridge. Loopback answers or
// refuses at once; the bound only keeps Settings from hanging on a wedged port.
+1 -1
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@@ -2,7 +2,7 @@
"name": "aiturk-ide",
"productName": "AITURK IDE",
"private": true,
"version": "1.0.0-beta.22",
"version": "1.0.0-beta.26",
"description": "TurkServis resmi yapay zekâ geliştirme ortamı. Hermes Agent tabanlıdır.",
"author": "AITURK / TurkServis",
"repository": {
+1 -1
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@@ -65,7 +65,7 @@
},
"apps/desktop": {
"name": "aiturk-ide",
"version": "1.0.0-beta.22",
"version": "1.0.0-beta.26",
"license": "MIT",
"dependencies": {
"@assistant-ui/core": "0.2.23",