Source: https://ailoot.ai/docs/uz/integrations/langchain/
Canonical: https://ailoot.ai/docs/uz/integrations/langchain/
Language: uz

[SDK va freymvorklar](https://ailoot.ai/docs/uz/integrations/#sdk) 

# LangChain

[Markdown](https://ailoot.ai/docs/uz/integrations/langchain/index.md)

Freymvork · OpenAI Chat, OpenAI Responses, Anthropic Messages

| 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 |

## [](https://ailoot.ai/docs/uz/integrations/langchain/#setup)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.

```python
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](https://ailoot.ai/models/uz/) — kerakli formatni qo‘llab-quvvatlashini tekshiring.

## [](https://ailoot.ai/docs/uz/integrations/langchain/#notes)Bilish muhim

ChatOpenAI: manzil /v1 bilan. Hujjatlarga ko‘ra, ChatOpenAI faqat rasmiy OpenAI spetsifikatsiyasini qo‘llab-quvvatlaydi: uchinchi tomon modellarining reasoning\_content kabi nostandart maydonlari saqlanmaydi. Claude uchun ChatAnthropic yaxshiroq: manzil /v1’siz, SDK o‘zi /v1/messages’ni qo‘shadi. ChatAnthropic uchun base\_url parametri va ANTHROPIC\_API\_URL/ANTHROPIC\_BASE\_URL o‘zgaruvchilari manba kodidagi klass hujjatida (langchain\_anthropic/chat\_models.py) tavsiflangan, integratsiya sahifasida ular yo‘q. use\_responses\_api bayrog‘i ChatOpenAI’da Responses rejimini yoqadi.

## [](https://ailoot.ai/docs/uz/integrations/langchain/#check)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.ai` quyidagisiz `/v1`.
- Qisqa savol bering. Xato kelsa, kod va Request ID’ni ko‘ring va quyidagi sahifa bilan solishtiring: [Xatolar va limitlar](https://ailoot.ai/docs/uz/errors/).
- 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](https://ailoot.ai/docs/uz/billing/reserve/).

Ilova hujjatlari: [https://docs.langchain.com/oss/python/integrations/chat/openai](https://docs.langchain.com/oss/python/integrations/chat/openai)

Savollaringiz qoldimi? Request ID va tavsifni yuboring — tushunishga yordam beramiz.[Yordam xizmatiga yozish](mailto:support@ailoot.ai)

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