Ubumenyi shingiro / Abakora porogaramu

Ibikoresho byo kurema porogaramu

Abakozi b'imishinga yo gukora coding (Coding agents) baguhereza ubushobozi bwo guhitamo aho amadosiye yabo akurikirana asubira, bashobora gukora kuri Nymbot. Buri wemerewe agomba kugira URL y'ibanze, urufunguzo (key), n'id ya model; uru rupapuro rugaragaza amayeri y'ibanze agomba gukoreshwa kuri buri wemerewe.

Uru rupapuro rwahinduwe imashini kugirango byorohe. Umwimerere wicyongereza ni verisiyo ikoreshwa.

Mbere y'uko utangira

Ukeneye urufunguzo rwa API, rwateguwe muri porogaramu API menu (reba Amakuru y'ibanga ya API). Ibikoresho buri kimwe kivuga umwe mu miterere itatu ya API, kandi ibyo nibyo bimenyesha aho URL yacyo yamburira:

Imiterere y'imibare y'imodel (Model ids) ivuye muri urutonde rw'amashusho, GET https://nymbot.ai/api/v1/models, bitabaye ngombwa gukoresha funguro. Ingero zikurikira zikoresha anthropic/claude-sonnet-5 kandi, ku mashiromu aturutse ku wundi mugenzi, moonshotai/kimi-k3Reba ko icyiciro wihariye watoranyije cyakomeje kwerekana.

• Hitamo imodeli ishobora guhamagara ibikoresho. Aba bakoresha bafata amadosiye, bayahindura kandi bakoresha amabwiriza binyuze mu gukoresha ibikoresho, kuri buri ntambwe. Koresha imodeli igira itangira ivuga capabilities.tools shira kuri true. nymbot/auto iranga ikibyazo icyo ari cyo cyose cyifuza gukoresha ibikoresho (400 unsupported_tool), bityo ntibikora na kimwe na kimwe muri yo.
• Kora kopi y'imipaka y'umudeli uyishyire muri igikoresho. Ibikoresho byinshi bisaba context window n'umubare w'amagambo ashobora gusohoka. Bibashyireho kutoka context_length na max_output_tokens mu rutonde rw'imimodeli. Igikoresho gisaba ibisubizo byinshi kurusha ibyo imodeli yemera nticyivugururwa; ubusabe buhendurwa kugera ku kirenge cyayo kinini cyane.
• Intambwe ziza zizuye. Ubusabe burimo ibikoresho bukorana nk'agace kamwe hanyuma bugasubizwa nk'inyigisho (stream), harimo n'ubutumwa bwo kugumana isano (keep-alive pings) mu gihe imodeli ikora. Inyigisho ikora mu gikoresho cyose kiri munsi, ariko intambwe iyose igaragara rimwe aho kugaragara ijambo ku rindi.

Claude Code

Claude Code ivugana na Nymbot binyuze mu miterere y'izinganire (gateway settings). Zishyire muri shell uyitangiramo:

Shell

export ANTHROPIC_BASE_URL=https://nymbot.ai/api
export ANTHROPIC_AUTH_TOKEN=sk-nymbot-...
export ANTHROPIC_DEFAULT_OPUS_MODEL=anthropic/claude-opus-5
export ANTHROPIC_DEFAULT_SONNET_MODEL=anthropic/claude-sonnet-5
export ANTHROPIC_DEFAULT_HAIKU_MODEL=anthropic/claude-haiku-4.5
claude

• URL y'ibanze ni exactly https://nymbot.ai/api: oya /v1 kandi nta slash hagati ku mpera, kubera ko Claude Code yongeramo /v1/messages nyine
• Isi niyo ijya muri yo ANTHROPIC_AUTH_TOKEN, ikibyo Claude Code ituma nk'ibyo Authorization: BearerIyo bateguwe, uburyo bwo kwiyandikisha bwa claude.ai bwakurujwe ntibukoreshwa kuri izi busabe kandi imipaka y'ubunyamwuga bwawe ntabwo ikoreshwa.
• Funga amashami y'imimodeli. Mu buryo busanzwe, Claude Code ibaza amazina mashya ya imimodeli ya Anthropic, kandi Nymbot irasubiza izina rya Claude ikoresheje verisiyo imwe n'iyo cyangwa nshya kuriyo ivuye muri katalogi yayo, ntidashobora guha imwe ishaje; verisiyo katalogi itari ifite ikagaragaza 404. Kwerekana opus, sonnet na haiku kuri ID za katalogo bicyeza icyo. Niba ukoresha... fable izina rishingiye ku rindi, shyiraho ANTHROPIC_DEFAULT_FABLE_MODEL mu buryo bumwe
• Gushyira Haiku ku rwego rwa mbere bituma n'imirimo yo inyuma ya Claude Code, nk'izitwa ry'ikiganiro, zihindukira kuri uwo mupanga urushijeho koroheye. Iyo bitari bityo, iyo mirimo ikorwa kuri wa mupanga wawe w'ibanze.

Tangira Claude Code maze ukayikoreshe /status. Iyo Imiterere tab ikwerekana an Anthropic base URL umurongo ugereranyije na https://nymbot.ai/api na um- Auth token izina ry'umurongo ANTHROPIC_AUTH_TOKEN.

Kugira ngo ubike imikorere ya buri session, ubihe muri env igice cya ~/.claude/settings.json (%USERPROFILE%\.claude\settings.json kuri Windows) aho yaba ari. Ntuzigera ushyira ijambo ry'ibanga muri umushinga w' .claude/settings.json, ari yo yiyemeje umushinga.

settings.json

{
  "env": {
    "ANTHROPIC_BASE_URL": "https://nymbot.ai/api",
    "ANTHROPIC_AUTH_TOKEN": "sk-nymbot-...",
    "ANTHROPIC_DEFAULT_OPUS_MODEL": "anthropic/claude-opus-5",
    "ANTHROPIC_DEFAULT_SONNET_MODEL": "anthropic/claude-sonnet-5",
    "ANTHROPIC_DEFAULT_HAIKU_MODEL": "anthropic/claude-haiku-4.5"
  }
}

Ibindimi bindi by'ingenzi wagombye kumenya:

• Uburebure bw'ibyo hasohoye. Shyira CLAUDE_CODE_MAX_OUTPUT_TOKENS ku icyiciro cya max_output_tokens, bityo Claude Code iteganya ibisubizo byayo kugira ngo igere ku imipaka imodeli ifite by'ukuri.
• Icyerekanuro cy'imikorere y'amajambo. Na CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY=1, Claude Code isoma urutonde rw'amadosiye ya Nymbot igihe itangiye, ikongeramo amadosiye ya Claude muri urwo rutonde /model.
• Hagarika inama. Umugambi wa Claude Code ni igikoresho gikora kuri servers za Anthropic ubwayo, izo Nymbot itashobora gukoresha, kandi ubusabe bukubiyemo buhanwa. Ntukawushyireho ubuhe /advisor, cyangwa ushyire CLAUDE_CODE_DISABLE_ADVISOR_TOOL=1 kubikuraho burundu.
• Hagarika gushakisha mu bikoresho bya MCP. Claude Code ibizimya ku cyerekezo cy'urubuga rwa base URL rwihariye, kandi Nymbot ntishobora kwakira inshingano (tool references) itumira, bityo ntuzazishyireho ENABLE_TOOL_SEARCH=trueIbikoresho bya MCP bikomeje gukora; ariko bishyirwa imbere mbere.

Claude Code ishobora no gukora kuri model itari Claude: ugaragaze ibice bya model kuri id y'ikindi katalo, nk'uku moonshotai/kimi-k3, kandi set CLAUDE_CODE_MAX_CONTEXT_TOKENS kuri uwo muryango w'icyiciro context_length, kubera ko Claude Code ishobora kutamenya ibyo. Anthropic ntiyemera Claude Code ku mashinga yindi, nuko tegera ibibazo bishobora kubaho.

Claude Code muri VS Code

Extension ya VS Code ikoresha Claude Code imwe nk'iyo, ariko ireba ibimenyetso by'icyemezwa mbere y'uko itangira, nuko ubishyiremo settings muri settings za VS Code bwite. Kora Icyerekezo: Fungura Ibihererezo by'Umukoresha (JSON) kandi wongereho:

settings.json

{
  "claudeCode.disableLoginPrompt": true,
  "claudeCode.environmentVariables": [
    { "name": "ANTHROPIC_BASE_URL", "value": "https://nymbot.ai/api" },
    { "name": "ANTHROPIC_AUTH_TOKEN", "value": "sk-nymbot-..." },
    { "name": "ANTHROPIC_DEFAULT_OPUS_MODEL", "value": "anthropic/claude-opus-5" },
    { "name": "ANTHROPIC_DEFAULT_SONNET_MODEL", "value": "anthropic/claude-sonnet-5" },
    { "name": "ANTHROPIC_DEFAULT_HAIKU_MODEL", "value": "anthropic/claude-haiku-4.5" }
  ]
}

Zimya ubutumwa bwo gusaba kwinjira ihagarika ubu buryo bwo gusaba ko winjira muri Anthropic. Byose muri Claude Code ibyo bivuze n'ahantu ho kwagura; imiterere mu ~/.claude/settings.json bihure naryo, ariko igege cya login cy'amashusho (extension) gisoma ibyangombwa byacyo gusa.

Codex CLI

Codex ikoresha Responses API. Shyiramo Nymbot nk'uburyo bwo gutanga serivisi muri ~/.codex/config.toml:

config.toml

model = "anthropic/claude-sonnet-5"
model_provider = "nymbot"
model_context_window = 1000000

[model_providers.nymbot]
name = "Nymbot"
base_url = "https://nymbot.ai/api/v1"
env_key = "NYMBOT_API_KEY"
wire_api = "responses"

[features]
multi_agent = false

Hanyuma ushyireho NYMBOT_API_KEY mu miterere yawe hanyuma ukore codex.

• multi_agent = false bisabwa. Ibikoresho bya Codex by'abakozi benshi biherekeje itsinda ry'ibikoresho Nymbot itashobora kwemera, kandi mu gihe biri kuri buri gusaba, birirengwa na 400 unsupported_tool. Nymbot ikoresha ibikoresho by'imikorere na urukuta rwo gushakisha kuri interineti gusa; niba Codex yabivuga unsupported_tool, igikorware cyangwa MCP server cyongera undi moko w'ibikoresho kiri ku.
• Hitamo imodeli itari imwe mu zikorwa na OpenAI. Ku bijyanye na model ids ibona nk'ay'OpenAI, nka openai/gpt-5.6-sol, Codex ihindura imiterere y'ubusabe Nymbot ntabwo ashobora gusoma, kandi ubusabe buratangwa. Claude, Kimi n'izindi masezerano y'ibitabo bikora.
• model_context_window bibwira Codex uburemere bw'amakuru (context size) akoresha, kuva kuri context_length mu rutonde rw'amajambo akoreshwa mu miterere y'imikorere (model list); ahubwo bitabaye uko biba bishaka kubara amagambo 272,000.
• Codex ihabwa igikoresho cyo gushakisha kuri interineti, cyo Nymbot ikoresha nk'icyo ifite bwite urushakashaka kuri interineti igihe ikibazo kigenewe kubikora. Set web_search = "disabled" ku mpera y'ifayili kugira ngo uyizimye.
• Nymbot ntiyitunga ibisubizo. Codex iryoherereza ikiganiro cyose buri nshuro, bityo ntabwo hagomba guhinduka na kimwe.

Cline

Mu miterere ya Cline muri VS Code:

1. Shyira Umuhuzi wa API ku Ibihambaje na OpenAI.
2. Shyira Inkingi ya URL ku https://nymbot.ai/api/v1.
3. Shyira funguro ryawe muri Uru RUfunguzo rw'API rwikurikiranye na OpenAI.
4. Hitamo icyiciro kiri munsi Umuyoboro w'icyigisho. Cline ikura urutonde kuri Nymbot igihe URL na key bimaze kwinjizwa; ushobora no kwandika id nka anthropic/claude-sonnet-5.

Fungura Igenamiterere ry'imodeli kandi uzure Ingano y'uburyo bwo gufata amakuru (Context Window Size) na Intekerezo z'imibare nini zagomwa ku rutonde rw'amajambo akoreshwa, hanyuma ukande ticked Bikemeye Amafoto niba imodeli ifite capabilities.vision, bityo Cline ikurikirana imiterere yayo y'amakuru neza.

Kilo Code

Muri extension ya VS Code, fungura Imiyoboro, jya kuri Abatanga serivisi tab, ijyana hasi kandi ukande Umuhuzi wihariye. Zuzura:

• Nimero y'icyemezo cy'uwayatanga: nymbot
• Izina ryo kwerekana: Nymbot
• API y'Ubwishingiziye: Ibihambaje na OpenAI
• Inkingi ya URL: https://nymbot.ai/api/v1
• Urufunguzo rwa API: funguzo yawe
• Imiterere: bakore de mu rutonde Kilo akura muri Nymbot

Kanda Shyira mu nshingano, kandi imodeli ziragaragara mu gupitora imodeli. Ku bijyanye na CLI, cyangwa kugira ngo utegure imipaka y'imodeli n'ubushobozi bwo gukoresha ibikoresho, tegura provider muri ~/.config/kilo/kilo.json aho:

kilo.json

{
  "provider": {
    "nymbot": {
      "npm": "@ai-sdk/openai-compatible",
      "env": ["NYMBOT_API_KEY"],
      "options": {
        "baseURL": "https://nymbot.ai/api/v1"
      },
      "models": {
        "claude-sonnet-5": {
          "id": "anthropic/claude-sonnet-5",
          "name": "Claude Sonnet 5",
          "tool_call": true,
          "limit": { "context": 1000000, "output": 64000 }
        }
      }
    }
  },
  "model": "nymbot/claude-sonnet-5"
}

id ese izina ry'icyiciro cya Nymbot n'urufunguzo ruri hejuru ni izina rya Kilo ryakoresheje, rikoreshwa muri "model" as nymbot/…. Fata limit kuva ku muryango w'imikoreshabushubashyi; bitabayeho Kilo ntishobora gucunga imiterere y'ikiganiro.

Roo Code

Roo Code yakuraho ku wa 15 Gumi na itanu, 2026. Niba ukiri uyihambaye, ikora hamwe na Nymbot nk'uko utya: set Umuhuzi wa API ku Ibihambaje na OpenAI, Inkingi ya URL ku https://nymbot.ai/api/v1, shyira urufunguzo rwawe muri Urufunguzo rwa API n'idemu y'icyiciro muri Imbonerahamwe. Roo Code ikora gusa binyuze mu itumanaho ry'ibikoresho, bityo igihangange kigomba kuba gifite capabilities.tools. Munsi y'imiterere y'imiterere y'imikorere (configuration), shyiraho Intekerezo z'imibare nini zagomwa, Icyerekezo cy'ubushobozi bwo gusoma no kwibuka (Context Window) na Ubufasha bw'amashusho ku rutonde rw'imimodeli.

Komeza

Igisubiracyano cya nyuma cya Continue ni 2.0.0 kandi ntigishobora kwitwararika na none, ariko ikoreshwa n'uburyo bwa CLI bikomeje gukora. Shyiramo amamodeli ya Nymbot kuri ~/.continue/config.yaml (%USERPROFILE%\.continue\config.yaml kuri Windows):

config.yaml

name: My Config
version: 0.0.1
schema: v1
models:
  - name: Claude Sonnet 5 (Nymbot)
    provider: openai
    model: anthropic/claude-sonnet-5
    apiBase: https://nymbot.ai/api/v1
    apiKey: sk-nymbot-...
    roles:
      - chat
      - edit
      - apply
    capabilities:
      - tool_use
      - image_input
    defaultCompletionOptions:
      contextLength: 1000000
      maxTokens: 64000
  - name: Nymbot embeddings
    provider: openai
    model: "@cf/baai/bge-m3"
    apiBase: https://nymbot.ai/api/v1
    apiKey: sk-nymbot-...
    roles:
      - embed

• capabilities Bwira ibyo uyu muryango (model) ashobora gukora, kuko atashobora kubimenya binyuze muri Nymbot id. tool_use ni ibyo Agent mode ikenera; banze ubigize image_input ku miterere itagira capabilities.vision.
• Ikinyandiko cya kabiri gikoresha Nymbot imodeli ya embedding kuhandagurira urushakashatsi rw'imikorere ya codebase ya Continue.

Ibikoresho bikora iki

Umubitswe w'ibikorwa byo kwandika porogaramu (coding agent) utanga icyo gikorwa cyose cyakoresheje kuri model: amabwiriza yawe, amafayili yafunguye, isubizo ry'amabwiriza (commands) yagenze. Binyuze muri Nymbot, ibyo byose ni ubusanzwe ubusabe bwa API, buhagaze n'uburinzzi n'imipaka ivugwa muri iyo API ishobora kubona kisi ifungane itangariye n'uburyo bw'ubuhanga bwo guhagarika amakuru kuva ku muntu ugiye ku wundi, Nymbot ntiyibika, kandi uwatanga icyiciro cy'ubwenge (model's provider) ayibona.

• Ibikoresho bigumyana amateka yabyo kuri mudasobwa yawe, kandi bamwe bavugana n'abakora ibyo bikoresho nanone. Claude Code, muri urwo, iracyohereza amakuru yayo ya telemetry kuri Anthropic iyo ikora kuri Nymbot; set CLAUDE_CODE_DISABLE_NONESSENTIAL_TRAFFIC=1 kuzimya ibyo n'ibindi bikoresho byacy byo inyuma traffic. Ikirango cyacyo cya WebFetch cikomeza kugenzura buri domain na Anthropic keretse niba utashyizeho skipWebFetchPreflight ku true mu mikorere yayo.
• Ibisura (keys) biri mu mafayili ya settings ni ibyiza nk'uko iyo mafayili ari yo. Zibike kure y'ibintu wowe ugiye gushyira muri commit, ubundi uzisome mu miterere y'aho (environment) aho igikoresho gikihaye.