LangChain
MarkdownFreymvork · OpenAI Chat, OpenAI Responses, Anthropic Messages
To‘liq qo‘llanma
| Format | Qayerda sozlash kerak |
|---|---|
| OpenAI Chat, OpenAI Responses, Anthropic Messages | ChatOpenAI(base_url=...) yoki OPENAI_API_BASE / OPENAI_BASE_URL o‘zgaruvchilari; ChatAnthropic(base_url=...) yoki ANTHROPIC_API_URL / ANTHROPIC_BASE_URL |
Sozlash
Konfiguratsiyani nusxalang va almashtiring: sk-... Ailoot boshqaruv panelidagi o‘z kalitingiz bilan. Kalitni muhit o‘zgaruvchisida saqlagan ma’qul: AILOOT_API_KEY — ilova buni qo‘llab-quvvatlasa.
Ishga tushirishdan oldin Ailoot kalitingiz bilan GET /v1/models so‘rovini yuboring. Usullari POST /v1/chat/completions, POST /v1/responses, POST /v1/messages ni o‘z ichiga olgan aniq model ID sini tanlang va sozlamada ishlating. Agentlar uchun mijoz versiyangizga kerakli vositalar va imkoniyatlar qo‘llab-quvvatlanishini ham tekshiring.
import os
from langchain_openai import ChatOpenAI
llm = ChatOpenAI(model="gpt-6.1-sol", base_url="https://api.ailoot.ai/v1", api_key=os.environ["AILOOT_API_KEY"])
print(llm.invoke("Salom").content)
from langchain_anthropic import ChatAnthropic
claude = ChatAnthropic(model="claude-sonnet-5-5", base_url="https://api.ailoot.ai", api_key=os.environ["AILOOT_API_KEY"])Model misoli: gpt-6.1-sol, qwen3.8-max (ChatOpenAI); claude-sonnet-5-5 (ChatAnthropic). Boshqa istalgan modelni quyidagi joydan oling: katalogdan — kerakli formatni qo‘llab-quvvatlashini tekshiring.
Bilish muhim
Tekshirish
- OpenAI formati uchun manzil —
https://api.ailoot.ai/v1(yoki ilova to‘liq manzilni so‘rasa, to‘liq yo‘l). - Anthropic formati uchun manzil —
https://api.ailoot.aiquyidagisiz/v1. - Qisqa savol bering. Xato kelsa, kod va Request ID’ni ko‘ring va quyidagi sahifa bilan solishtiring: Xatolar va limitlar.
- Sozlashdan darhol keyingi 404 deyarli har doim noto‘g‘ri manzilni bildiradi: ortiqcha yoki yetishmayotgan
/v1. - 402 — balans zaxiraga yetmaydi. Agentlar chatga qaraganda ko‘proq zaxira oladi: nega.
Ilova hujjatlari: https://docs.langchain.com/oss/python/integrations/chat/openai