Yadda ake yin DeepSeek API Kira a Python: Cikakken Jagora

DeepSeek ya kawo sauyi a duniyar ilimin artificial tare da ƙirar harshe na ci gaba, yana ba masu haɓakawa da kasuwanci damar yin amfani da API mai ƙarfi don ayyuka iri-iri sarrafa harshe na halitta. Idan kai mai shirye-shirye ne kuma kana son haɗa DeepSeek cikin ayyukanka, a cikin wannan jagorar za ku koyi mataki-mataki yadda ake yin kira zuwa API ɗin ta ta amfani da Python. Daga samun maɓallin API zuwa gudanar da samfurin a cikin gida, za mu rufe duk mahimman bayanai.

Kafin mu fara, yana da mahimmanci mu fahimci cewa DeepSeek yana ba da API mai dacewa da shi BABI, wanda ya sa ya fi sauƙi don haɗawa cikin aikace-aikacen da aka riga aka tsara don yin aiki tare da samfurori irin su GPT. Wannan yana nufin cewa idan kun riga kun sami ƙwarewar aiki tare da OpenAI, canzawa zuwa DeepSeek zai kasance da sauƙi a gare ku. Yanzu, bari mu ga yadda ake saita komai don fara yin kiran API na farko.

1. Samu maɓallin DeepSeek API

Don fara amfani da DeepSeek API, abu na farko da kuke buƙata shine API key. Don samun ta, bi waɗannan matakan:

1. Shiga dandalin DeepSeek kuma shiga cikin asusun ku.
2. Je zuwa sashin Maɓallan API kuma danna "Ƙirƙirar Sabon Maɓalli".
3. Kwafi maɓallin da aka samar kuma adana shi a wuri mai aminci, saboda kuna buƙatar ta don tabbatar da kanku a cikin kowace buƙata.
4. Da fatan za a tabbatar cewa asusunku yana da wadatattun kuɗi, kamar yadda DeepSeek ke buƙatar haɓakawa na farko don kunna maɓallin.

2. Kafa muhalli a Python

Kafin yin komai takarda kai zuwa API, ya zama dole kafa yanayin ci gaban Python. Don yin wannan, bi waɗannan matakan:

Sanya Python

Idan har yanzu ba a shigar da Python akan kwamfutarka ba tukuna, zaku iya saukar da sabon sigar daga Python.org. Ana bada shawarar yin amfani da sigar 3.8 ko sama.

Shigar da ɗakin karatu na Buƙatun

Laburare buƙatun yana da mahimmanci don aika buƙatun HTTP zuwa DeepSeek API. Don shigar da shi, yi amfani da umarni mai zuwa:

buƙatun shigar pip

Idan kuna shigar da mahallin Python da yawa, tabbatar cewa kuna gudanar da umarni a daidai yanayin.

3. Yi kira na farko zuwa DeepSeek API

Da zarar an saita yanayin, za mu iya yin kiran API na farko. Don yin wannan, za mu ƙirƙiri fayil da ake kira zurfafa.py kuma za mu rubuta code mai zuwa:

buƙatun shigo da kaya API_KEY = "your_API_key" URL = "https://api.deepseek.com/v1/chat/completions" headers = {"Izinin": f"Bearer {API_KEY}", "Content-Type": "application/json" } data = {model": "deepseek:" "Menene DeepSeek?"}], "rafi": Ƙarya } amsa = buƙatun (URL, headers=headers, json=data) print(response. json())

Wannan lambar tana aika a tambaya zuwa DeepSeek kuma yana nuna amsa a cikin na'ura wasan bidiyo. Ka tuna don maye gurbin ku_api_key tare da makullin da aka samu a baya.

4. Babban Amfanin API

Amsoshin yawo

Idan kuna son samun amsar ta hanya mai sauƙi, ci gaba Maimakon karɓar shi gaba ɗaya, zaku iya kunna yanayin yawo ta canza ƙimar maɓalli rafi a cikin JSON na buƙatun zuwa Gaskiya.

"rafi": Gaskiya

Maganganun juyawa da yawa

DeepSeek yana ba ku damar kiyaye mahallin tattaunawar ta ƙara saƙonnin da suka gabata a cikin takarda kai. Misalin tattaunawar ruwa zai kasance:

data = {"model": "deepseek-reasoner", "messages": [ {"role": "user", "content": "Yi min bayanin manufar hanyoyin yanar gizo"}, {"role": "mataimaki", "abun ciki": "Cibiyar hanyar sadarwa ce ta ..."}, {"role": "mai amfani", "abun ciki": "Kuma ta yaya ake horar da su?"}]}

5. Gudu DeepSeek a gida

Ga waɗanda suka fi son kada su dogara da API kuma suna son gudanar da samfurin akan kwamfutar su, DeepSeek yana ba da juzu'i waɗanda aka inganta don aiwatar da gida. Wasu zaɓuɓɓukan sun haɗa da:

• Gudanar da samfurin tare da Ollama, kayan aiki wanda ke ba ku damar ɗora samfuran AI kai tsaye a kan injin ku.
• Amfani vLLM o SGLang don ba da samfuran gida da rage jinkirin tambaya.

Don sanyawa Ollama kuma gudanar da DeepSeek-R1, bi waɗannan matakan:

pip shigar ollama ollama gudu deepseek-r1: 8b

Wannan zai sauke kuma gudanar da sigar 8B na samfurin kai tsaye a kan injin ku.

Tare da wannan jagorar, yakamata ku sami duk abin da kuke buƙata don fara haɗa DeepSeek cikin ayyukan Python ɗinku. Daga samar da maɓallin API ɗin ku zuwa gudanar da ƙirar ku a cikin gida, yanzu kuna iya yin amfani da wannan kayan aikin AI mai ƙarfi zuwa amsa tambayoyi, samar da rubutu har ma jirgin kasa al'ada model. Yayin da dandamali ke tasowa, ana ba da shawarar yin bitar takaddun DeepSeek na hukuma don ci gaba da sabuntawa tare da sabbin abubuwan sabuntawa da haɓakawa.