Create a response using Telnyx’s OpenAI-compatible Responses API. This endpoint is compatible with the OpenAI Responses API and may be used with the OpenAI JS or Python SDK by setting the base URL to https://api.telnyx.com/v2/ai/openai.
The conversation parameter refers to a Telnyx Conversation rather than an OpenAI-hosted conversation object. To persist a thread across turns, first create a conversation with POST /ai/conversations, then pass that conversation’s id in the Responses request as conversation. The endpoint appends the new input, assistant output, reasoning, and tool-call messages to that conversation. Reuse the same conversation id on subsequent Responses requests, including tool-result followups, so the model receives the prior context.
If conversation is omitted, the request is processed without persisting messages to a Telnyx conversation. Use the Conversations API to manage history: list conversations (optionally filtered by metadata), fetch messages for a conversation, and optionally add messages outside the Responses flow.
You can attach arbitrary metadata when creating a conversation (for example to tag the conversation’s source, channel, or user) and later filter by it when listing conversations.
POST
/
ai
/
openai
/
responses
JavaScript
import Telnyx from 'telnyx';const client = new Telnyx({ apiKey: process.env['TELNYX_API_KEY'], // This is the default and can be omitted});const response = await client.ai.openai.createResponse({ conversation: '6a09cdc3-8948-47f0-aa62-74ac943d6c58', input: [{ role: 'user', content: [{ type: 'input_text', text: 'Hello, world!' }] }], instructions: 'You are a friendly chatbot.', model: 'zai-org/GLM-5.1-FP8', stream: true,});console.log(response);
import os
from telnyx import Telnyx
client = Telnyx(
api_key=os.environ.get("TELNYX_API_KEY"), # This is the default and can be omitted
)
response = client.ai.openai.create_response(
conversation="6a09cdc3-8948-47f0-aa62-74ac943d6c58",
input=[{
"role": "user",
"content": [{
"type": "input_text",
"text": "Hello, world!",
}],
}],
instructions="You are a friendly chatbot.",
model="zai-org/GLM-5.1-FP8",
stream=True,
)
print(response)
Model identifier to use for the response, for example zai-org/GLM-5.1-FP8 or another model available from the Telnyx OpenAI-compatible models endpoint.
The service tier to use for this request. Supported values vary by model; use GET /v2/ai/openai/models and inspect the model's service_tiers field. If omitted, Telnyx-hosted models use default.
Optional data-residency region the request should be served from, using the same vocabulary as your account's Data Locality setting. Behavior depends on mode. Supported for Telnyx-hosted models only: a request routed to an external provider never passes through Telnyx model routing, so a region cannot be enforced for it. Omit for today's latency-based routing.
How strictly region is applied. preferred (the default when region is set) tries that region first and falls back to another when the model cannot be served there, so a request that would have succeeded still succeeds. strict pins the request: it is served from that region or it fails with a 422, never redirected to another region. Requires region.
Optional Telnyx Conversation ID from POST /ai/conversations. When provided, Telnyx stores this turn on that conversation and uses the conversation's prior messages as context. Reuse the same ID for subsequent turns and tool-result followups. Omit it for a non-persisted, stateless response.
Optional system/developer instructions for the model. When used with a persisted conversation, send these on the first request that creates the thread; subsequent turns can rely on the stored history.
import Telnyx from 'telnyx';const client = new Telnyx({ apiKey: process.env['TELNYX_API_KEY'], // This is the default and can be omitted});const response = await client.ai.openai.createResponse({ conversation: '6a09cdc3-8948-47f0-aa62-74ac943d6c58', input: [{ role: 'user', content: [{ type: 'input_text', text: 'Hello, world!' }] }], instructions: 'You are a friendly chatbot.', model: 'zai-org/GLM-5.1-FP8', stream: true,});console.log(response);
import os
from telnyx import Telnyx
client = Telnyx(
api_key=os.environ.get("TELNYX_API_KEY"), # This is the default and can be omitted
)
response = client.ai.openai.create_response(
conversation="6a09cdc3-8948-47f0-aa62-74ac943d6c58",
input=[{
"role": "user",
"content": [{
"type": "input_text",
"text": "Hello, world!",
}],
}],
instructions="You are a friendly chatbot.",
model="zai-org/GLM-5.1-FP8",
stream=True,
)
print(response)
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This endpoint is compatible with the [OpenAI Responses API](https://developers.openai.com/api/reference/responses/overview) and may be used with the OpenAI JS or Python SDK by setting the base URL to `https://api.telnyx.com/v2/ai/openai`.\n\nThe `conversation` parameter refers to a Telnyx Conversation rather than an OpenAI-hosted conversation object. To persist a thread across turns, first [create a conversation](https://developers.telnyx.com/api-reference/conversations/create-a-conversation) with `POST /ai/conversations`, then pass that conversation's `id` in the Responses request as `conversation`. The endpoint appends the new input, assistant output, reasoning, and tool-call messages to that conversation. Reuse the same `conversation` id on subsequent Responses requests, including tool-result followups, so the model receives the prior context.\n\nIf `conversation` is omitted, the request is processed without persisting messages to a Telnyx conversation. Use the Conversations API to manage history: [list conversations](https://developers.telnyx.com/api-reference/conversations/list-conversations) (optionally filtered by metadata), [fetch messages](https://developers.telnyx.com/api-reference/conversations/get-conversation-messages) for a conversation, and optionally [add messages](https://developers.telnyx.com/api-reference/conversations/create-message) outside the Responses flow.\n\nYou can attach arbitrary metadata when creating a conversation (for example to tag the conversation's source, channel, or user) and later filter by it when listing conversations.","operationId":"chat_public_openai_responses_completions_post","requestBody":"e9d7df19-e739-4254-95f0-17eb128c6448","responses":{"200":"9723b965-2224-459e-b1f6-74332d0bbb36","422":"ec8ef859-d5c7-41d0-8d33-2742fe6cd892"},"x-codeSamples":[{"lang":"JavaScript","source":"import Telnyx from 'telnyx';\n\nconst client = new Telnyx({\n apiKey: process.env['TELNYX_API_KEY'], // This is the default and can be omitted\n});\n\nconst response = await client.ai.openai.createResponse({\n conversation: '6a09cdc3-8948-47f0-aa62-74ac943d6c58',\n input: [{ role: 'user', content: [{ type: 'input_text', text: 'Hello, world!' }] }],\n instructions: 'You are a friendly chatbot.',\n model: 'zai-org/GLM-5.1-FP8',\n stream: true,\n});\n\nconsole.log(response);"},{"lang":"Python","source":"import os\nfrom telnyx import Telnyx\n\nclient = Telnyx(\n api_key=os.environ.get(\"TELNYX_API_KEY\"), # This is the default and can be omitted\n)\nresponse = client.ai.openai.create_response(\n conversation=\"6a09cdc3-8948-47f0-aa62-74ac943d6c58\",\n input=[{\n \"role\": \"user\",\n \"content\": [{\n \"type\": \"input_text\",\n \"text\": \"Hello, world!\",\n }],\n }],\n instructions=\"You are a friendly chatbot.\",\n model=\"zai-org/GLM-5.1-FP8\",\n stream=True,\n)\nprint(response)\n"},{"lang":"Go","source":"package main\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\n\t\"github.com/team-telnyx/telnyx-go\"\n\t\"github.com/team-telnyx/telnyx-go/option\"\n)\n\nfunc main() {\n\tclient := telnyx.NewClient(\n\t\toption.WithAPIKey(\"My API Key\"),\n\t)\n\tresponse, err := client.AI.OpenAI.NewResponse(context.TODO(), telnyx.AIOpenAINewResponseParams{\n\t\tConversation: telnyx.String(\"6a09cdc3-8948-47f0-aa62-74ac943d6c58\"),\n\t\tInput: []any{\n\t\t\tmap[string]any{\n\t\t\t\t\"role\": \"user\",\n\t\t\t\t\"content\": []any{\n\t\t\t\t\tmap[string]any{\n\t\t\t\t\t\t\"type\": \"input_text\",\n\t\t\t\t\t\t\"text\": \"Hello, world!\",\n\t\t\t\t\t},\n\t\t\t\t},\n\t\t\t},\n\t\t},\n\t\tInstructions: telnyx.String(\"You are a friendly chatbot.\"),\n\t\tModel: telnyx.String(\"zai-org/GLM-5.1-FP8\"),\n\t\tStream: telnyx.Bool(true),\n\t})\n\tif err != nil {\n\t\tpanic(err.Error())\n\t}\n\tfmt.Printf(\"%+v\\n\", response)\n}\n"},{"lang":"Java","source":"package com.telnyx.sdk.example;\n\nimport com.telnyx.sdk.client.TelnyxClient;\nimport com.telnyx.sdk.client.okhttp.TelnyxOkHttpClient;\nimport com.telnyx.sdk.models.ai.openai.OpenAICreateResponseParams;\nimport com.telnyx.sdk.models.ai.openai.OpenAICreateResponseResponse;\n\npublic final class Main {\n private Main() {}\n\n public static void main(String[] args) {\n TelnyxClient client = TelnyxOkHttpClient.fromEnv();\n\n OpenAICreateResponseResponse response = client.ai().openai().createResponse();\n }\n}"},{"lang":"Ruby","source":"require \"telnyx\"\n\ntelnyx = Telnyx::Client.new(api_key: \"My API Key\")\n\nresponse = telnyx.ai.openai.create_response\n\nputs(response)"},{"lang":"PHP","source":"\u003c?php\n\nrequire_once dirname(__DIR__) . '/vendor/autoload.php';\n\nuse Telnyx\\Client;\nuse Telnyx\\Core\\Exceptions\\APIException;\n\n$client = new Client(apiKey: getenv('TELNYX_API_KEY') ?: 'My API Key');\n\ntry {\n $response = $client->ai->openai->createResponse(\n conversation: '6a09cdc3-8948-47f0-aa62-74ac943d6c58',\n input: [\n [\n 'role' => 'user',\n 'content' => [['type' => 'input_text', 'text' => 'Hello, world!']],\n ],\n ],\n instructions: 'You are a friendly chatbot.',\n model: 'zai-org/GLM-5.1-FP8',\n stream: true,\n );\n\n var_dump($response);\n} catch (APIException $e) {\n echo $e->getMessage();\n}"},{"lang":"CLI","source":"telnyx ai:openai create-response \\\n --api-key 'My API Key'"}],"method":"post","type":"path","servers":["3e17edbd-19b7-482e-ad80-85496c500276"],"security":["cd0455dc-fe34-4c4c-8c72-1af8721430e9"],"path":"/ai/openai/responses","baseUrlOptions":["https://api.telnyx.com/v2"],"title":"Create an OpenAI-compatible response","codeSamples":[{"lang":"JavaScript","source":"import Telnyx from 'telnyx';\n\nconst client = new Telnyx({\n apiKey: process.env['TELNYX_API_KEY'], // This is the default and can be omitted\n});\n\nconst response = await client.ai.openai.createResponse({\n conversation: '6a09cdc3-8948-47f0-aa62-74ac943d6c58',\n input: [{ role: 'user', content: [{ type: 'input_text', text: 'Hello, world!' }] }],\n instructions: 'You are a friendly chatbot.',\n model: 'zai-org/GLM-5.1-FP8',\n stream: true,\n});\n\nconsole.log(response);"},{"lang":"Python","source":"import os\nfrom telnyx import Telnyx\n\nclient = Telnyx(\n api_key=os.environ.get(\"TELNYX_API_KEY\"), # This is the default and can be omitted\n)\nresponse = client.ai.openai.create_response(\n conversation=\"6a09cdc3-8948-47f0-aa62-74ac943d6c58\",\n input=[{\n \"role\": \"user\",\n \"content\": [{\n \"type\": \"input_text\",\n \"text\": \"Hello, world!\",\n }],\n }],\n instructions=\"You are a friendly chatbot.\",\n model=\"zai-org/GLM-5.1-FP8\",\n stream=True,\n)\nprint(response)\n"},{"lang":"Go","source":"package main\n\nimport (\n\t\"context\"\n\t\"fmt\"\n\n\t\"github.com/team-telnyx/telnyx-go\"\n\t\"github.com/team-telnyx/telnyx-go/option\"\n)\n\nfunc main() {\n\tclient := telnyx.NewClient(\n\t\toption.WithAPIKey(\"My API Key\"),\n\t)\n\tresponse, err := client.AI.OpenAI.NewResponse(context.TODO(), telnyx.AIOpenAINewResponseParams{\n\t\tConversation: telnyx.String(\"6a09cdc3-8948-47f0-aa62-74ac943d6c58\"),\n\t\tInput: []any{\n\t\t\tmap[string]any{\n\t\t\t\t\"role\": \"user\",\n\t\t\t\t\"content\": []any{\n\t\t\t\t\tmap[string]any{\n\t\t\t\t\t\t\"type\": \"input_text\",\n\t\t\t\t\t\t\"text\": \"Hello, world!\",\n\t\t\t\t\t},\n\t\t\t\t},\n\t\t\t},\n\t\t},\n\t\tInstructions: telnyx.String(\"You are a friendly chatbot.\"),\n\t\tModel: telnyx.String(\"zai-org/GLM-5.1-FP8\"),\n\t\tStream: telnyx.Bool(true),\n\t})\n\tif err != nil {\n\t\tpanic(err.Error())\n\t}\n\tfmt.Printf(\"%+v\\n\", response)\n}\n"},{"lang":"Java","source":"package com.telnyx.sdk.example;\n\nimport com.telnyx.sdk.client.TelnyxClient;\nimport com.telnyx.sdk.client.okhttp.TelnyxOkHttpClient;\nimport com.telnyx.sdk.models.ai.openai.OpenAICreateResponseParams;\nimport com.telnyx.sdk.models.ai.openai.OpenAICreateResponseResponse;\n\npublic final class Main {\n private Main() {}\n\n public static void main(String[] args) {\n TelnyxClient client = TelnyxOkHttpClient.fromEnv();\n\n OpenAICreateResponseResponse response = client.ai().openai().createResponse();\n }\n}"},{"lang":"Ruby","source":"require \"telnyx\"\n\ntelnyx = Telnyx::Client.new(api_key: \"My API Key\")\n\nresponse = telnyx.ai.openai.create_response\n\nputs(response)"},{"lang":"PHP","source":"\u003c?php\n\nrequire_once dirname(__DIR__) . '/vendor/autoload.php';\n\nuse Telnyx\\Client;\nuse Telnyx\\Core\\Exceptions\\APIException;\n\n$client = new Client(apiKey: getenv('TELNYX_API_KEY') ?: 'My API Key');\n\ntry {\n $response = $client->ai->openai->createResponse(\n conversation: '6a09cdc3-8948-47f0-aa62-74ac943d6c58',\n input: [\n [\n 'role' => 'user',\n 'content' => [['type' => 'input_text', 'text' => 'Hello, world!']],\n ],\n ],\n instructions: 'You are a friendly chatbot.',\n model: 'zai-org/GLM-5.1-FP8',\n stream: true,\n );\n\n var_dump($response);\n} catch (APIException $e) {\n echo $e->getMessage();\n}"},{"lang":"CLI","source":"telnyx ai:openai create-response \\\n --api-key 'My API Key'"}],"requiredOnlyExamples":false,"requestExampleType":"codeSamples","responseExampleType":"generated"},"dependencies":{"parameters":{},"requestBody":{"required":true,"content":{"application/json":{"schema":{"type":"object","additionalProperties":true,"properties":{"model":{"type":"string","description":"Model identifier to use for the response, for example `zai-org/GLM-5.1-FP8` or another model available from the Telnyx OpenAI-compatible models endpoint.","uniqueKey":"model","typeLabel":"string"},"service_tier":{"type":"string","description":"The service tier to use for this request. Supported values vary by model; use `GET /v2/ai/openai/models` and inspect the model's `service_tiers` field. If omitted, Telnyx-hosted models use `default`.","uniqueKey":"service_tier","typeLabel":"string"},"region":{"type":"string","enum":["USA","EU","AUS","UAE"],"description":"Optional data-residency region the request should be served from, using the same vocabulary as your account's Data Locality setting. Behavior depends on `mode`. Supported for Telnyx-hosted models only: a request routed to an external provider never passes through Telnyx model routing, so a region cannot be enforced for it. Omit for today's latency-based routing.","uniqueKey":"region","typeLabel":"enum\u003cstring>"},"mode":{"type":"string","enum":["preferred","strict"],"default":"preferred","description":"How strictly `region` is applied. `preferred` (the default when `region` is set) tries that region first and falls back to another when the model cannot be served there, so a request that would have succeeded still succeeds. `strict` pins the request: it is served from that region or it fails with a 422, never redirected to another region. Requires `region`.","uniqueKey":"mode","typeLabel":"enum\u003cstring>"},"input":{"description":"The input items for this turn, using the OpenAI Responses API input format.","uniqueKey":"input","typeLabel":"any"},"conversation":{"type":"string","format":"uuid","description":"Optional Telnyx Conversation ID from `POST /ai/conversations`. When provided, Telnyx stores this turn on that conversation and uses the conversation's prior messages as context. Reuse the same ID for subsequent turns and tool-result followups. Omit it for a non-persisted, stateless response.","uniqueKey":"conversation","typeLabel":"string\u003cuuid>"},"instructions":{"type":"string","description":"Optional system/developer instructions for the model. When used with a persisted `conversation`, send these on the first request that creates the thread; subsequent turns can rely on the stored history.","uniqueKey":"instructions","typeLabel":"string"},"stream":{"type":"boolean","description":"Set to `true` to stream Server-Sent Events, matching OpenAI's Responses streaming format.","uniqueKey":"stream","typeLabel":"boolean"},"reasoning":{"type":"object","properties":{"effort":{"type":"string","enum":["none","minimal","low","medium","high","xhigh","max"],"description":"Controls the reasoning effort for models that support it. Same values and semantics as reasoning_effort on Chat Completions.","uniqueKey":"reasoning.effort","typeLabel":"enum\u003cstring>"}},"uniqueKey":"reasoning","typeLabel":"object"}},"uniqueKey":"","typeLabel":"object"},"example":{"model":"zai-org/GLM-5.1-FP8","conversation":"6a09cdc3-8948-47f0-aa62-74ac943d6c58","instructions":"You are a friendly chatbot.","input":[{"role":"user","content":[{"type":"input_text","text":"Hello, world!"}]}],"stream":false},"examples":{"Example":{"title":"Example","value":{"model":"zai-org/GLM-5.1-FP8","conversation":"6a09cdc3-8948-47f0-aa62-74ac943d6c58","instructions":"You are a friendly chatbot.","input":[{"role":"user","content":[{"type":"input_text","text":"Hello, world!"}]}],"stream":false}}},"exampleType":"examples"}},"exampleType":"examples"},"responses":{"9723b965-2224-459e-b1f6-74332d0bbb36":{"description":"Successful Response","content":{"application/json":{"schema":{"type":"object","additionalProperties":true,"uniqueKey":"","typeLabel":"object"},"example":{"id":"resp_8b1f2a3c9d4e5f6a","object":"response","created_at":1706011802,"status":"completed","model":"zai-org/GLM-5.1-FP8","output":[{"type":"message","id":"msg_8b1f2a3c9d4e5f6a","role":"assistant","content":[{"type":"output_text","text":"Telnyx provides carrier-grade voice, messaging, and AI inference through one API."}]}],"usage":{"input_tokens":24,"output_tokens":18,"total_tokens":42}},"examples":{"Example":{"title":"Example","value":{"id":"resp_8b1f2a3c9d4e5f6a","object":"response","created_at":1706011802,"status":"completed","model":"zai-org/GLM-5.1-FP8","output":[{"type":"message","id":"msg_8b1f2a3c9d4e5f6a","role":"assistant","content":[{"type":"output_text","text":"Telnyx provides carrier-grade voice, messaging, and AI inference through one API."}]}],"usage":{"input_tokens":24,"output_tokens":18,"total_tokens":42}}}},"exampleType":"examples"}},"exampleType":"examples"},"ec8ef859-d5c7-41d0-8d33-2742fe6cd892":{"description":"Validation Error","content":{"application/json":{"schema":{"properties":{"detail":{"items":{"properties":{"loc":{"items":{"oneOf":[{"type":"string","uniqueKey":"detail.items.[INDEX].loc.items.[INDEX].oneOf.0","typeLabel":"string"},{"type":"integer","uniqueKey":"detail.items.[INDEX].loc.items.[INDEX].oneOf.1","typeLabel":"integer"}],"uniqueKey":"detail.items.[INDEX].loc.items.[INDEX]","typeLabel":"string | integer"},"type":"array","title":"Location","isRequired":true,"uniqueKey":"detail.items.[INDEX].loc","typeLabel":"(string | integer)[]"},"msg":{"type":"string","title":"Message","isRequired":true,"uniqueKey":"detail.items.[INDEX].msg","typeLabel":"string"},"type":{"type":"string","title":"Error Type","isRequired":true,"uniqueKey":"detail.items.[INDEX].type","typeLabel":"string"}},"type":"object","required":["loc","msg","type"],"title":"ValidationError","uniqueKey":"detail.items.[INDEX]","typeLabel":"ValidationError · object"},"type":"array","title":"Detail","uniqueKey":"detail","typeLabel":"ValidationError · object[]"}},"type":"object","title":"HTTPValidationError","example":{"detail":[{"loc":["body","name"],"msg":"Field required","type":"missing"}]},"uniqueKey":"","typeLabel":"HTTPValidationError · object"},"examples":{"Example":{"title":"Example","value":{"detail":[{"loc":["body","name"],"msg":"Field required","type":"missing"}]}}},"exampleType":"generated"}},"exampleType":"generated"}},"security":{"cd0455dc-fe34-4c4c-8c72-1af8721430e9":{"bearerAuth":{"type":"http","scheme":"bearer","scopes":[],"schemeName":"bearerAuth"}}},"servers":{"3e17edbd-19b7-482e-ad80-85496c500276":{"url":"https://api.telnyx.com/v2","description":"Version 2.0.0 of the Telnyx API"}},"processedSecurityOptions":[{"schemes":[{"scheme":{"type":"http","scheme":"bearer","scopes":[],"schemeName":"bearerAuth"},"schema":{"title":"Bearer Auth","type":"string","isRequired":true,"description":"Bearer authentication header of the form `Bearer \u003ctoken>`, where `\u003ctoken>` is your auth token.","format":"bearer","typeLabel":"string\u003cbearer>","deprecated":false},"schemeName":"bearerAuth","name":"Authorization"}],"title":"bearerAuth"}]},"originalFileLocation":"openapi/source/external/inference/inference-embedding.json"},"subdomain":"telnyx","siteName":"Telnyx","title":"Create an OpenAI-compatible response - Telnyx","navMaps":{"firstHrefInVersion":{},"firstHrefInLanguage":{}},"lastModified":"2026-11-10T20:25:38.387Z","originalFileLocation":"api-reference/openai-chat/create-an-openai-compatible-response.mdx"},"headHtml":"\u003cscript data-mint-head>(function(){var d=document.documentElement,p=null;if(!p){try{p=localStorage.getItem(\"isDarkMode\")}catch(e){}if(p==='true')p='dark';else if(p==='false')p='light';if(p!=='light'\u0026\u0026p!=='dark'\u0026\u0026p!=='system')p=\"system\"}var r=p==='system'?(matchMedia(\"(prefers-color-scheme: dark)\").matches?'dark':'light'):p;d.classList.remove(r==='dark'?'light':'dark');d.classList.add(r);d.setAttribute(\"data-theme-preference\",p)})();\u003c/script>\u003cmeta data-mint-head name=\"description\" content=\"Create a response using Telnyx\u0026#x27;s OpenAI-compatible Responses API. This endpoint is compatible with the OpenAI Responses API and may be used with the OpenAI JS or Python SDK by setting the base URL to https://api.telnyx.com/v2/ai/openai. The conversation parameter refers to a Telnyx Conversation rather than an OpenAI-hosted conversation object. To persist a thread across turns, first create a conversation with POST /ai/conversations, then pass that conversation\u0026#x27;s id in the Responses request as conversation. The endpoint appends the new input, assistant output, reasoning, and tool-call messages to that conversation. Reuse the same conversation id on subsequent Responses requests, including tool-result followups, so the model receives the prior context. If conversation is omitted, the request is processed without persisting messages to a Telnyx conversation. Use the Conversations API to manage history: list conversations (optionally filtered by metadata), fetch messages for a conversation, and optionally add messages outside the Responses flow. 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