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>
This commit is contained in:
yilsemandClaude Opus 5.5 committed 2026-10-10 22:04:58 +03:00
1 parent ac0fdcf355
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@@ -26,3 +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.
+254 -20
View File
@@ -25,8 +25,10 @@ except ImportError:
from resim_context import resimleri_sadelestir
import ide_catalog
import ozet_kopru
import pencere
import yarim
SURUM = "6"
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
@@ -195,7 +198,9 @@ def load_ide_catalog():
"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"]})
"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:
@@ -207,11 +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):
@@ -410,12 +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")
@@ -463,16 +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.
@@ -531,7 +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
@@ -539,6 +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()
@@ -547,12 +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()
@@ -605,7 +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:
@@ -658,7 +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)."""
@@ -741,7 +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
@@ -803,6 +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 {}
@@ -822,7 +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
@@ -832,7 +1047,7 @@ 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,
@@ -860,7 +1075,7 @@ class H(http.server.BaseHTTPRequestHandler):
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)
@@ -869,7 +1084,7 @@ class H(http.server.BaseHTTPRequestHandler):
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", 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} {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,
@@ -892,6 +1107,8 @@ class H(http.server.BaseHTTPRequestHandler):
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:
@@ -904,11 +1121,11 @@ class H(http.server.BaseHTTPRequestHandler):
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-'):
@@ -926,6 +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:
@@ -956,6 +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)))
@@ -973,7 +1207,7 @@ class H(http.server.BaseHTTPRequestHandler):
sonuc = self._stream(resp, resp.status, tag, akis)
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
@@ -11,6 +11,8 @@ 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))
@@ -172,7 +174,8 @@ def sec(data, tanimli=(), kapsam="ide", turler=None):
if kind == "combo" and mid.lower().startswith("9router-"):
continue
gorulen.add(mid)
secilen.append({"id": mid, "ad": gorunen, "kind": kind, "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}
@@ -181,7 +184,7 @@ def sec(data, tanimli=(), kapsam="ide", turler=None):
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"], "kind": s["kind"]} for s in secilen]
return [{"id": s["id"], "ad": s["ad"], "kind": s["kind"], "yol": s["yol"]} for s in secilen]
def sirala_codex(modeller, ekler):
@@ -230,6 +233,7 @@ def sirala_codex(modeller, ekler):
# 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"))
@@ -273,9 +277,11 @@ def _sigdir(onek, adlar, ayrac):
return onek.rstrip(": ")
def aciklama(kimlik, ad, tur, kayit=None):
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."""
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 []
@@ -292,18 +298,25 @@ def aciklama(kimlik, ad, tur, kayit=None):
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):
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", "", "", []
@@ -328,6 +341,12 @@ def yukle(ua="AstraBridge/1.0 (codex)", timeout=30):
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:
g["aciklama"] = aciklama(g["id"], g["ad"], g["kind"], kayitlar.get(g["id"]))
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
+14 -3
View File
@@ -281,22 +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)
@@ -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()
@@ -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)
@@ -162,11 +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 = `${CODEX_LINK_ORIGIN}/aiturk/codex-baglama
export const CODEX_LINK_MARKER = '# AITURK IDE Codex Baglama'
// Must equal SURUM in assets/codex-bridge/bridge.py; a running bridge that reports
// another version is restarted so an updated IDE never keeps an old bridge alive.
export const CODEX_BRIDGE_VERSION = '6'
export const CODEX_BRIDGE_VERSION = '7'
export const CODEX_LINK_LINE = `openai_base_url = "${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 }
}
}
+1 -1
View File
@@ -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
View File
@@ -2,7 +2,7 @@
"name": "aiturk-ide",
"productName": "AITURK IDE",
"private": true,
"version": "1.0.0-beta.25",
"version": "1.0.0-beta.26",
"description": "TurkServis resmi yapay zekâ geliştirme ortamı. Hermes Agent tabanlıdır.",
"author": "AITURK / TurkServis",
"repository": {
+1 -1
View File
@@ -65,7 +65,7 @@
},
"apps/desktop": {
"name": "aiturk-ide",
"version": "1.0.0-beta.25",
"version": "1.0.0-beta.26",
"license": "MIT",
"dependencies": {
"@assistant-ui/core": "0.2.23",