> For the complete documentation index, see [llms.txt](https://docs.cloud.olakrutrim.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.cloud.olakrutrim.com/api-references/bhashik-text-api.md). # Bhashik Text API ## POST /api/v1/languagelabs/language-detection > Detect language(s) in text ```json {"openapi":"3.1.0","info":{"title":"Krutrim LanguageLabs — Text Services API","version":"1.0.1"},"tags":[{"name":"Language Detection","description":"Detect primary and secondary languages with confidence from input text."}],"servers":[{"url":"https://cloud.olakrutrim.com","description":"Production server"}],"security":[{"bearerAuth":[]}],"components":{"securitySchemes":{"bearerAuth":{"type":"http","scheme":"bearer","bearerFormat":"API Key","description":"Provide your API key as a Bearer token: Authorization: Bearer "}},"responses":{"BadRequest":{"description":"Bad Request — Invalid request format or parameters.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"Unauthorized":{"description":"Unauthorized — Invalid or missing API key.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"NotFound":{"description":"Not Found — The requested resource was not found.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"UnprocessableEntity":{"description":"Unprocessable Entity — Validation failed.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"TooManyRequests":{"description":"Too Many Requests — Rate limit exceeded.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"InternalServerError":{"description":"Internal Server Error.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"BadGateway":{"description":"Bad Gateway — Upstream service error.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"ServiceUnavailable":{"description":"Service Unavailable — Try again later.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}}},"schemas":{"ErrorResponse":{"type":"object","required":["status","message","detail"],"properties":{"status":{"type":"string","enum":["failed"]},"message":{"type":"string","description":"Human-readable error summary."},"detail":{"type":"object","description":"Additional diagnostic details.","properties":{"info":{"type":"string","description":"Extra context about the error."}}}}}}},"paths":{"/api/v1/languagelabs/language-detection":{"post":{"tags":["Language Detection"],"summary":"Detect language(s) in text","operationId":"detectLanguage","requestBody":{"required":true,"content":{"application/json":{"schema":{"type":"object","required":["query"],"properties":{"query":{"type":"string","description":"Input text to analyze."}}}}}},"responses":{"200":{"description":"Detected languages with confidences.","content":{"application/json":{"schema":{"type":"object","properties":{"status":{"type":"string"},"data":{"type":"array","items":{"type":"object","properties":{"label":{"type":"string"},"value":{"type":"string"}}}}}}}}},"400":{"$ref":"#/components/responses/BadRequest"},"401":{"$ref":"#/components/responses/Unauthorized"},"404":{"$ref":"#/components/responses/NotFound"},"422":{"$ref":"#/components/responses/UnprocessableEntity"},"429":{"$ref":"#/components/responses/TooManyRequests"},"500":{"$ref":"#/components/responses/InternalServerError"},"502":{"$ref":"#/components/responses/BadGateway"},"503":{"$ref":"#/components/responses/ServiceUnavailable"}}}}}} ``` ## POST /api/v1/languagelabs/entity-extraction > Extract entities and PII ```json {"openapi":"3.1.0","info":{"title":"Krutrim LanguageLabs — Text Services API","version":"1.0.1"},"tags":[{"name":"Entity Extraction","description":"Extract PII and named entities; optionally keywords, profanity, and task type."}],"servers":[{"url":"https://cloud.olakrutrim.com","description":"Production server"}],"security":[{"bearerAuth":[]}],"components":{"securitySchemes":{"bearerAuth":{"type":"http","scheme":"bearer","bearerFormat":"API Key","description":"Provide your API key as a Bearer token: Authorization: Bearer "}},"responses":{"BadRequest":{"description":"Bad Request — Invalid request format or parameters.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"Unauthorized":{"description":"Unauthorized — Invalid or missing API key.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"UnprocessableEntity":{"description":"Unprocessable Entity — Validation failed.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"TooManyRequests":{"description":"Too Many Requests — Rate limit exceeded.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"InternalServerError":{"description":"Internal Server Error.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}}},"schemas":{"ErrorResponse":{"type":"object","required":["status","message","detail"],"properties":{"status":{"type":"string","enum":["failed"]},"message":{"type":"string","description":"Human-readable error summary."},"detail":{"type":"object","description":"Additional diagnostic details.","properties":{"info":{"type":"string","description":"Extra context about the error."}}}}}}},"paths":{"/api/v1/languagelabs/entity-extraction":{"post":{"tags":["Entity Extraction"],"summary":"Extract entities and PII","operationId":"extractEntities","requestBody":{"required":true,"content":{"application/json":{"schema":{"type":"object","required":["text","param_list","lang_from"],"properties":{"text":{"type":"string","description":"Input text to analyze."},"lang_from":{"type":"string","description":"Language code for input text (e.g., hin, ben, mar, tam, tel, kan, mal, pan, guj).\n","enum":["hin","ben","mar","tam","tel","kan","mal","pan","guj"]},"param_list":{"type":"array","description":"Select which extractions to run. Supported: keywords, profanity, ner, task_type, pii.\n","items":{"type":"string","enum":["keywords","profanity","ner","task_type","pii"]}}}}}}},"responses":{"200":{"description":"Extracted entities and PII.","content":{"application/json":{"schema":{"type":"object","properties":{"status":{"type":"string"},"data":{"type":"array","items":{"type":"object","properties":{"title":{"type":"string"},"color":{"type":"string"},"data":{"type":"array","items":{"type":"object","properties":{"label":{"type":"string"},"value":{"type":"string"}}}}}}},"Total_entities":{"type":"integer"}}}}}},"400":{"$ref":"#/components/responses/BadRequest"},"401":{"$ref":"#/components/responses/Unauthorized"},"422":{"$ref":"#/components/responses/UnprocessableEntity"},"429":{"$ref":"#/components/responses/TooManyRequests"},"500":{"$ref":"#/components/responses/InternalServerError"}}}}}} ``` ## POST /api/v1/languagelabs/summarization > Summarize text ```json {"openapi":"3.1.0","info":{"title":"Krutrim LanguageLabs — Text Services API","version":"1.0.1"},"tags":[{"name":"Summarization","description":"Generate a concise summary for input text."}],"servers":[{"url":"https://cloud.olakrutrim.com","description":"Production server"}],"security":[{"bearerAuth":[]}],"components":{"securitySchemes":{"bearerAuth":{"type":"http","scheme":"bearer","bearerFormat":"API Key","description":"Provide your API key as a Bearer token: Authorization: Bearer "}},"responses":{"BadRequest":{"description":"Bad Request — Invalid request format or parameters.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"Unauthorized":{"description":"Unauthorized — Invalid or missing API key.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"UnprocessableEntity":{"description":"Unprocessable Entity — Validation failed.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"TooManyRequests":{"description":"Too Many Requests — Rate limit exceeded.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"InternalServerError":{"description":"Internal Server Error.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}}},"schemas":{"ErrorResponse":{"type":"object","required":["status","message","detail"],"properties":{"status":{"type":"string","enum":["failed"]},"message":{"type":"string","description":"Human-readable error summary."},"detail":{"type":"object","description":"Additional diagnostic details.","properties":{"info":{"type":"string","description":"Extra context about the error."}}}}}}},"paths":{"/api/v1/languagelabs/summarization":{"post":{"tags":["Summarization"],"summary":"Summarize text","operationId":"summarizeText","requestBody":{"required":true,"content":{"application/json":{"schema":{"type":"object","required":["text","input_language","summary_size"],"properties":{"text":{"type":"string","description":"Text to summarize."},"input_language":{"type":"string","description":"Language code for the input text.\nSupported: eng (English), hin (Hindi), ben (Bengali), mar (Marathi), tam (Tamil),\ntel (Telugu), kan (Kannada), mal (Malayalam), pan (Punjabi), guj (Gujarati).\n","enum":["eng","hin","ben","mar","tam","tel","kan","mal","pan","guj"]},"summary_size":{"type":"integer","description":"Target summary size in words.","minimum":1}}}}}},"responses":{"200":{"description":"Summary generated successfully.","content":{"application/json":{"schema":{"type":"object","properties":{"status":{"type":"string"},"data":{"type":"object","properties":{"summaryText":{"type":"string"}}}}}}}},"400":{"$ref":"#/components/responses/BadRequest"},"401":{"$ref":"#/components/responses/Unauthorized"},"422":{"$ref":"#/components/responses/UnprocessableEntity"},"429":{"$ref":"#/components/responses/TooManyRequests"},"500":{"$ref":"#/components/responses/InternalServerError"}}}}}} ``` ## POST /api/v1/languagelabs/translation > Translate text ```json {"openapi":"3.1.0","info":{"title":"Krutrim LanguageLabs — Text Services API","version":"1.0.1"},"tags":[{"name":"Translation","description":"Translate text between supported languages."}],"servers":[{"url":"https://cloud.olakrutrim.com","description":"Production server"}],"security":[{"bearerAuth":[]}],"components":{"securitySchemes":{"bearerAuth":{"type":"http","scheme":"bearer","bearerFormat":"API Key","description":"Provide your API key as a Bearer token: Authorization: Bearer "}},"responses":{"BadRequest":{"description":"Bad Request — Invalid request format or parameters.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"Unauthorized":{"description":"Unauthorized — Invalid or missing API key.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"UnprocessableEntity":{"description":"Unprocessable Entity — Validation failed.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"TooManyRequests":{"description":"Too Many Requests — Rate limit exceeded.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"InternalServerError":{"description":"Internal Server Error.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"BadGateway":{"description":"Bad Gateway — Upstream service error.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"ServiceUnavailable":{"description":"Service Unavailable — Try again later.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}}},"schemas":{"ErrorResponse":{"type":"object","required":["status","message","detail"],"properties":{"status":{"type":"string","enum":["failed"]},"message":{"type":"string","description":"Human-readable error summary."},"detail":{"type":"object","description":"Additional diagnostic details.","properties":{"info":{"type":"string","description":"Extra context about the error."}}}}}}},"paths":{"/api/v1/languagelabs/translation":{"post":{"tags":["Translation"],"summary":"Translate text","operationId":"translateText","requestBody":{"required":true,"content":{"application/json":{"schema":{"type":"object","required":["text","src_language","tgt_language","model"],"properties":{"text":{"type":"string","description":"Input text to translate."},"src_language":{"type":"string","description":"Source language code (e.g., eng_Latn)."},"tgt_language":{"type":"string","description":"Target language code (e.g., hin_Deva)."},"model":{"type":"string","description":"Translation model to be used.","enum":["krutrim-translate-v1.0"]}}}}}},"responses":{"200":{"description":"Translation generated successfully.","content":{"application/json":{"schema":{"type":"object","properties":{"status":{"type":"string"},"data":{"type":"object","properties":{"translated_text":{"type":"string"}}}}}}}},"400":{"$ref":"#/components/responses/BadRequest"},"401":{"$ref":"#/components/responses/Unauthorized"},"422":{"$ref":"#/components/responses/UnprocessableEntity"},"429":{"$ref":"#/components/responses/TooManyRequests"},"500":{"$ref":"#/components/responses/InternalServerError"},"502":{"$ref":"#/components/responses/BadGateway"},"503":{"$ref":"#/components/responses/ServiceUnavailable"}}}}}} ``` ## POST /api/v1/languagelabs/sentiment-analysis > Analyze sentiment ```json {"openapi":"3.1.0","info":{"title":"Krutrim LanguageLabs — Text Services API","version":"1.0.1"},"tags":[{"name":"Sentiment Analysis","description":"Identify sentiment labels for input text."}],"servers":[{"url":"https://cloud.olakrutrim.com","description":"Production server"}],"security":[{"bearerAuth":[]}],"components":{"securitySchemes":{"bearerAuth":{"type":"http","scheme":"bearer","bearerFormat":"API Key","description":"Provide your API key as a Bearer token: Authorization: Bearer "}},"responses":{"BadRequest":{"description":"Bad Request — Invalid request format or parameters.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"Unauthorized":{"description":"Unauthorized — Invalid or missing API key.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"UnprocessableEntity":{"description":"Unprocessable Entity — Validation failed.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"TooManyRequests":{"description":"Too Many Requests — Rate limit exceeded.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}},"InternalServerError":{"description":"Internal Server Error.","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ErrorResponse"}}}}},"schemas":{"ErrorResponse":{"type":"object","required":["status","message","detail"],"properties":{"status":{"type":"string","enum":["failed"]},"message":{"type":"string","description":"Human-readable error summary."},"detail":{"type":"object","description":"Additional diagnostic details.","properties":{"info":{"type":"string","description":"Extra context about the error."}}}}}}},"paths":{"/api/v1/languagelabs/sentiment-analysis":{"post":{"tags":["Sentiment Analysis"],"summary":"Analyze sentiment","operationId":"analyzeSentiment","requestBody":{"required":true,"content":{"application/json":{"schema":{"type":"object","required":["text","lang_from"],"properties":{"text":{"type":"string","description":"Input text to analyze."},"lang_from":{"type":"string","description":"Language code for input text (e.g., eng, hin, ben, mar, tam, tel, kan, mal, pan, guj).\n","enum":["eng","hin","ben","mar","tam","tel","kan","mal","pan","guj"]}}}}}},"responses":{"200":{"description":"Sentiment labels detected.","content":{"application/json":{"schema":{"type":"object","properties":{"status":{"type":"string"},"Sentiment":{"type":"array","items":{"type":"object","properties":{"label":{"type":"string"},"value":{"type":"array","items":{"type":"string"}}}}}}}}}},"400":{"$ref":"#/components/responses/BadRequest"},"401":{"$ref":"#/components/responses/Unauthorized"},"422":{"$ref":"#/components/responses/UnprocessableEntity"},"429":{"$ref":"#/components/responses/TooManyRequests"},"500":{"$ref":"#/components/responses/InternalServerError"}}}}}} ```