diff --git a/ai_stack/ollama/openapi.json b/ai_stack/ollama/openapi.json
new file mode 100644
index 0000000..d140854
--- /dev/null
+++ b/ai_stack/ollama/openapi.json
@@ -0,0 +1 @@
+{"openapi":"3.1.0","info":{"title":"FastAPI","version":"0.1.0"},"paths":{"/v1/chat/completions":{"post":{"summary":"Handle Completions","operationId":"handle_completions_v1_chat_completions_post","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/CompletionCreateParamsBase"}}},"required":true},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"anyOf":[{"$ref":"#/components/schemas/ChatCompletion"},{"$ref":"#/components/schemas/ChatCompletionChunk"}],"title":"Response Handle Completions V1 Chat Completions Post"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v1/audio/translations":{"post":{"tags":["automatic-speech-recognition"],"summary":"Translate File","operationId":"translate_file_v1_audio_translations_post","requestBody":{"content":{"application/x-www-form-urlencoded":{"schema":{"$ref":"#/components/schemas/Body_translate_file_v1_audio_translations_post"}}},"required":true},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"anyOf":[{"type":"string"},{"$ref":"#/components/schemas/CreateTranscriptionResponseJson"},{"$ref":"#/components/schemas/CreateTranscriptionResponseVerboseJson"}],"title":"Response Translate File V1 Audio Translations Post"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v1/audio/transcriptions":{"post":{"tags":["automatic-speech-recognition"],"summary":"Transcribe File","operationId":"transcribe_file_v1_audio_transcriptions_post","requestBody":{"content":{"application/x-www-form-urlencoded":{"schema":{"$ref":"#/components/schemas/Body_transcribe_file_v1_audio_transcriptions_post"}}},"required":true},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"anyOf":[{"type":"string"},{"$ref":"#/components/schemas/CreateTranscriptionResponseJson"},{"$ref":"#/components/schemas/CreateTranscriptionResponseVerboseJson"}],"title":"Response Transcribe File V1 Audio Transcriptions Post"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v1/models":{"get":{"tags":["models"],"summary":"List Local Models","operationId":"list_local_models_v1_models_get","parameters":[{"name":"task","in":"query","required":false,"schema":{"anyOf":[{"enum":["automatic-speech-recognition","text-to-speech"],"type":"string"},{"type":"null"}],"title":"Task"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ListModelsResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v1/models/{model_id}":{"get":{"tags":["models"],"summary":"Get Local Model","operationId":"get_local_model_v1_models__model_id__get","parameters":[{"name":"model_id","in":"path","required":true,"schema":{"type":"string","minLength":1,"description":"The ID of the model. You can get a list of available models by calling `/v1/models`.","examples":["Systran/faster-distil-whisper-large-v3","bofenghuang/whisper-large-v2-cv11-french-ct2"],"title":"Model Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/Model"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"post":{"tags":["models"],"summary":"Download Remote Model","operationId":"download_remote_model_v1_models__model_id__post","parameters":[{"name":"model_id","in":"path","required":true,"schema":{"type":"string","minLength":1,"description":"The ID of the model. You can get a list of available models by calling `/v1/models`.","examples":["Systran/faster-distil-whisper-large-v3","bofenghuang/whisper-large-v2-cv11-french-ct2"],"title":"Model Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"delete":{"tags":["models"],"summary":"Delete Model","operationId":"delete_model_v1_models__model_id__delete","parameters":[{"name":"model_id","in":"path","required":true,"schema":{"type":"string","minLength":1,"description":"The ID of the model. You can get a list of available models by calling `/v1/models`.","examples":["Systran/faster-distil-whisper-large-v3","bofenghuang/whisper-large-v2-cv11-french-ct2"],"title":"Model Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v1/registry":{"get":{"tags":["models"],"summary":"Get Remote Models","operationId":"get_remote_models_v1_registry_get","parameters":[{"name":"task","in":"query","required":false,"schema":{"anyOf":[{"enum":["automatic-speech-recognition","text-to-speech"],"type":"string"},{"type":"null"}],"title":"Task"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/ListModelsResponse"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/health":{"get":{"tags":["diagnostic"],"summary":"Health","operationId":"health_health_get","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}},"/api/ps":{"get":{"tags":["experimental"],"summary":"Get a list of loaded models.","operationId":"get_running_models_api_ps_get","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"additionalProperties":{"items":{"type":"string"},"type":"array"},"type":"object","title":"Response Get Running Models Api Ps Get"}}}}}}},"/api/ps/{model_id}":{"post":{"tags":["experimental"],"summary":"Load a model into memory.","operationId":"load_model_route_api_ps__model_id__post","parameters":[{"name":"model_id","in":"path","required":true,"schema":{"type":"string","minLength":1,"description":"The ID of the model. You can get a list of available models by calling `/v1/models`.","examples":["Systran/faster-distil-whisper-large-v3","bofenghuang/whisper-large-v2-cv11-french-ct2"],"title":"Model Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}},"delete":{"tags":["experimental"],"summary":"Unload a model from memory.","operationId":"stop_running_model_api_ps__model_id__delete","parameters":[{"name":"model_id","in":"path","required":true,"schema":{"type":"string","title":"Model Id"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v1/realtime":{"post":{"tags":["realtime"],"summary":"Realtime Webrtc","operationId":"realtime_webrtc_v1_realtime_post","parameters":[{"name":"model","in":"query","required":true,"schema":{"type":"string","title":"Model"}}],"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v1/audio/speech":{"post":{"tags":["speech-to-text"],"summary":"Synthesize","operationId":"synthesize_v1_audio_speech_post","requestBody":{"content":{"application/json":{"schema":{"$ref":"#/components/schemas/CreateSpeechRequestBody"}}},"required":true},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}},"/v1/audio/speech/timestamps":{"post":{"tags":["voice-activity-detection"],"summary":"Detect Speech Timestamps","operationId":"detect_speech_timestamps_v1_audio_speech_timestamps_post","requestBody":{"content":{"application/x-www-form-urlencoded":{"schema":{"$ref":"#/components/schemas/Body_detect_speech_timestamps_v1_audio_speech_timestamps_post"}}},"required":true},"responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"items":{"$ref":"#/components/schemas/SpeechTimestamp"},"type":"array","title":"Response Detect Speech Timestamps V1 Audio Speech Timestamps Post"}}}},"422":{"description":"Validation Error","content":{"application/json":{"schema":{"$ref":"#/components/schemas/HTTPValidationError"}}}}}}}},"components":{"schemas":{"Audio":{"properties":{"id":{"type":"string","title":"Id"}},"type":"object","required":["id"],"title":"Audio"},"Body_detect_speech_timestamps_v1_audio_speech_timestamps_post":{"properties":{"model":{"type":"string","minLength":1,"title":"Model","default":"silero_vad_v5"},"threshold":{"type":"number","maximum":1.0,"minimum":0.0,"title":"Threshold","description":"Speech threshold. Silero VAD outputs speech probabilities for each audio chunk, probabilities ABOVE this value are considered as SPEECH. It is better to tune this parameter for each dataset separately, but \"lazy\" 0.5 is pretty good for most datasets.","default":0.75},"neg_threshold":{"anyOf":[{"type":"number","minimum":0.0},{"type":"null"}],"title":"Neg Threshold","description":"Silence threshold for determining the end of speech. If a probability is lower\n        than neg_threshold, it is always considered silence. Values higher than neg_threshold\n        are only considered speech if the previous sample was classified as speech; otherwise,\n        they are treated as silence. This parameter helps refine the detection of speech\n         transitions, ensuring smoother segment boundaries."},"min_speech_duration_ms":{"type":"integer","minimum":0.0,"title":"Min Speech Duration Ms","description":"Final speech chunks shorter min_speech_duration_ms are thrown out.","default":0},"max_speech_duration_s":{"type":"number","minimum":0.0,"title":"Max Speech Duration S","description":"Maximum duration of speech chunks in seconds. Chunks longer\n        than max_speech_duration_s will be split at the timestamp of the last silence that\n        lasts more than 100ms (if any), to prevent aggressive cutting. Otherwise, they will be\n        split aggressively just before max_speech_duration_s."},"min_silence_duration_ms":{"type":"integer","minimum":0.0,"title":"Min Silence Duration Ms","description":"In the end of each speech chunk wait for min_silence_duration_ms\n        before separating it","default":1000},"speech_pad_ms":{"type":"integer","minimum":0.0,"title":"Speech Pad Ms","description":"Final speech chunks are padded by speech_pad_ms each side","default":0},"file":{"type":"string","format":"binary","title":"File"}},"type":"object","required":["file"],"title":"Body_detect_speech_timestamps_v1_audio_speech_timestamps_post"},"Body_transcribe_file_v1_audio_transcriptions_post":{"properties":{"model":{"type":"string","minLength":1,"title":"Model"},"language":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Language"},"prompt":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Prompt"},"response_format":{"$ref":"#/components/schemas/speaches__routers__stt__ResponseFormat","default":"json"},"temperature":{"type":"number","title":"Temperature","default":0.0},"timestamp_granularities":{"items":{"type":"string","enum":["segment","word"]},"type":"array","title":"Timestamp Granularities","default":["segment"]},"stream":{"type":"boolean","title":"Stream","default":false},"hotwords":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Hotwords"},"vad_filter":{"type":"boolean","title":"Vad Filter","default":false},"file":{"type":"string","format":"binary","title":"File"}},"type":"object","required":["model","file"],"title":"Body_transcribe_file_v1_audio_transcriptions_post"},"Body_translate_file_v1_audio_translations_post":{"properties":{"model":{"type":"string","minLength":1,"title":"Model"},"prompt":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Prompt"},"response_format":{"$ref":"#/components/schemas/speaches__routers__stt__ResponseFormat","default":"json"},"temperature":{"type":"number","title":"Temperature","default":0.0},"stream":{"type":"boolean","title":"Stream","default":false},"vad_filter":{"type":"boolean","title":"Vad Filter","default":false},"file":{"type":"string","format":"binary","title":"File"}},"type":"object","required":["model","file"],"title":"Body_translate_file_v1_audio_translations_post"},"ChatCompletion":{"properties":{"id":{"type":"string","title":"Id"},"choices":{"items":{"$ref":"#/components/schemas/openai__types__chat__chat_completion__Choice"},"type":"array","title":"Choices"},"created":{"type":"integer","title":"Created"},"model":{"type":"string","title":"Model"},"object":{"type":"string","const":"chat.completion","title":"Object"},"service_tier":{"anyOf":[{"type":"string","enum":["scale","default"]},{"type":"null"}],"title":"Service Tier"},"system_fingerprint":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"System Fingerprint"},"usage":{"anyOf":[{"$ref":"#/components/schemas/CompletionUsage"},{"type":"null"}]}},"additionalProperties":true,"type":"object","required":["id","choices","created","model","object"],"title":"ChatCompletion"},"ChatCompletionAssistantMessageParam":{"properties":{"role":{"type":"string","const":"assistant","title":"Role"},"audio":{"anyOf":[{"$ref":"#/components/schemas/Audio"},{"type":"null"}]},"content":{"anyOf":[{"type":"string"},{"items":{"anyOf":[{"$ref":"#/components/schemas/ChatCompletionContentPartTextParam"},{"$ref":"#/components/schemas/ChatCompletionContentPartRefusalParam"}]},"type":"array"},{"type":"null"}],"title":"Content"},"function_call":{"anyOf":[{"$ref":"#/components/schemas/FunctionCall-Input"},{"type":"null"}]},"name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Name"},"refusal":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Refusal"},"tool_calls":{"anyOf":[{"items":{"$ref":"#/components/schemas/ChatCompletionMessageToolCallParam"},"type":"array"},{"type":"null"}],"title":"Tool Calls"}},"type":"object","required":["role"],"title":"ChatCompletionAssistantMessageParam"},"ChatCompletionAudio":{"properties":{"id":{"type":"string","title":"Id"},"data":{"type":"string","title":"Data"},"expires_at":{"type":"integer","title":"Expires At"},"transcript":{"type":"string","title":"Transcript"}},"additionalProperties":true,"type":"object","required":["id","data","expires_at","transcript"],"title":"ChatCompletionAudio"},"ChatCompletionAudioParam":{"properties":{"format":{"type":"string","enum":["wav","mp3","flac","opus","pcm16"],"title":"Format"},"voice":{"type":"string","title":"Voice"}},"type":"object","required":["format","voice"],"title":"ChatCompletionAudioParam"},"ChatCompletionChunk":{"properties":{"id":{"type":"string","title":"Id"},"choices":{"items":{"$ref":"#/components/schemas/openai__types__chat__chat_completion_chunk__Choice"},"type":"array","title":"Choices"},"created":{"type":"integer","title":"Created"},"model":{"type":"string","title":"Model"},"object":{"type":"string","const":"chat.completion.chunk","title":"Object"},"service_tier":{"anyOf":[{"type":"string","enum":["scale","default"]},{"type":"null"}],"title":"Service Tier"},"system_fingerprint":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"System Fingerprint"},"usage":{"anyOf":[{"$ref":"#/components/schemas/CompletionUsage"},{"type":"null"}]}},"additionalProperties":true,"type":"object","required":["id","choices","created","model","object"],"title":"ChatCompletionChunk"},"ChatCompletionContentPartImageParam":{"properties":{"image_url":{"$ref":"#/components/schemas/ImageURL"},"type":{"type":"string","const":"image_url","title":"Type"}},"type":"object","required":["image_url","type"],"title":"ChatCompletionContentPartImageParam"},"ChatCompletionContentPartInputAudioParam":{"properties":{"input_audio":{"$ref":"#/components/schemas/InputAudio"},"type":{"type":"string","const":"input_audio","title":"Type"}},"type":"object","required":["input_audio","type"],"title":"ChatCompletionContentPartInputAudioParam"},"ChatCompletionContentPartRefusalParam":{"properties":{"refusal":{"type":"string","title":"Refusal"},"type":{"type":"string","const":"refusal","title":"Type"}},"type":"object","required":["refusal","type"],"title":"ChatCompletionContentPartRefusalParam"},"ChatCompletionContentPartTextParam":{"properties":{"text":{"type":"string","title":"Text"},"type":{"type":"string","const":"text","title":"Type"}},"type":"object","required":["text","type"],"title":"ChatCompletionContentPartTextParam"},"ChatCompletionDeveloperMessageParam":{"properties":{"content":{"anyOf":[{"type":"string"},{"items":{"$ref":"#/components/schemas/ChatCompletionContentPartTextParam"},"type":"array"}],"title":"Content"},"role":{"type":"string","const":"developer","title":"Role"},"name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Name"}},"type":"object","required":["content","role"],"title":"ChatCompletionDeveloperMessageParam"},"ChatCompletionFunctionCallOptionParam":{"properties":{"name":{"type":"string","title":"Name"}},"type":"object","required":["name"],"title":"ChatCompletionFunctionCallOptionParam"},"ChatCompletionFunctionMessageParam":{"properties":{"content":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Content"},"name":{"type":"string","title":"Name"},"role":{"type":"string","const":"function","title":"Role"}},"type":"object","required":["content","name","role"],"title":"ChatCompletionFunctionMessageParam"},"ChatCompletionMessage":{"properties":{"content":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Content"},"refusal":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Refusal"},"role":{"type":"string","const":"assistant","title":"Role"},"audio":{"anyOf":[{"$ref":"#/components/schemas/ChatCompletionAudio"},{"type":"null"}]},"function_call":{"anyOf":[{"$ref":"#/components/schemas/FunctionCall-Output"},{"type":"null"}]},"tool_calls":{"anyOf":[{"items":{"$ref":"#/components/schemas/ChatCompletionMessageToolCall"},"type":"array"},{"type":"null"}],"title":"Tool Calls"}},"additionalProperties":true,"type":"object","required":["role"],"title":"ChatCompletionMessage"},"ChatCompletionMessageToolCall":{"properties":{"id":{"type":"string","title":"Id"},"function":{"$ref":"#/components/schemas/Function"},"type":{"type":"string","const":"function","title":"Type"}},"additionalProperties":true,"type":"object","required":["id","function","type"],"title":"ChatCompletionMessageToolCall"},"ChatCompletionMessageToolCallParam":{"properties":{"id":{"type":"string","title":"Id"},"function":{"$ref":"#/components/schemas/OpenaiTypesChatChatCompletionMessageToolCallParamFunction"},"type":{"type":"string","const":"function","title":"Type"}},"type":"object","required":["id","function","type"],"title":"ChatCompletionMessageToolCallParam"},"ChatCompletionNamedToolChoiceParam":{"properties":{"function":{"$ref":"#/components/schemas/OpenaiTypesChatChatCompletionNamedToolChoiceParamFunction"},"type":{"type":"string","const":"function","title":"Type"}},"type":"object","required":["function","type"],"title":"ChatCompletionNamedToolChoiceParam"},"ChatCompletionPredictionContentParam":{"properties":{"content":{"anyOf":[{"type":"string"},{"items":{"$ref":"#/components/schemas/ChatCompletionContentPartTextParam"},"type":"array"}],"title":"Content"},"type":{"type":"string","const":"content","title":"Type"}},"type":"object","required":["content","type"],"title":"ChatCompletionPredictionContentParam"},"ChatCompletionStreamOptionsParam":{"properties":{"include_usage":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Include Usage"}},"type":"object","title":"ChatCompletionStreamOptionsParam"},"ChatCompletionSystemMessageParam":{"properties":{"content":{"anyOf":[{"type":"string"},{"items":{"$ref":"#/components/schemas/ChatCompletionContentPartTextParam"},"type":"array"}],"title":"Content"},"role":{"type":"string","const":"system","title":"Role"},"name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Name"}},"type":"object","required":["content","role"],"title":"ChatCompletionSystemMessageParam"},"ChatCompletionTokenLogprob":{"properties":{"token":{"type":"string","title":"Token"},"bytes":{"anyOf":[{"items":{"type":"integer"},"type":"array"},{"type":"null"}],"title":"Bytes"},"logprob":{"type":"number","title":"Logprob"},"top_logprobs":{"items":{"$ref":"#/components/schemas/TopLogprob"},"type":"array","title":"Top Logprobs"}},"additionalProperties":true,"type":"object","required":["token","logprob","top_logprobs"],"title":"ChatCompletionTokenLogprob"},"ChatCompletionToolMessageParam":{"properties":{"content":{"anyOf":[{"type":"string"},{"items":{"$ref":"#/components/schemas/ChatCompletionContentPartTextParam"},"type":"array"}],"title":"Content"},"role":{"type":"string","const":"tool","title":"Role"},"tool_call_id":{"type":"string","title":"Tool Call Id"}},"type":"object","required":["content","role","tool_call_id"],"title":"ChatCompletionToolMessageParam"},"ChatCompletionToolParam":{"properties":{"function":{"$ref":"#/components/schemas/FunctionDefinition"},"type":{"type":"string","const":"function","title":"Type"}},"type":"object","required":["function","type"],"title":"ChatCompletionToolParam"},"ChatCompletionUserMessageParam":{"properties":{"content":{"anyOf":[{"type":"string"},{"items":{"anyOf":[{"$ref":"#/components/schemas/ChatCompletionContentPartTextParam"},{"$ref":"#/components/schemas/ChatCompletionContentPartImageParam"},{"$ref":"#/components/schemas/ChatCompletionContentPartInputAudioParam"}]},"type":"array"}],"title":"Content"},"role":{"type":"string","const":"user","title":"Role"},"name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Name"}},"type":"object","required":["content","role"],"title":"ChatCompletionUserMessageParam"},"ChoiceDelta":{"properties":{"content":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Content"},"function_call":{"anyOf":[{"$ref":"#/components/schemas/ChoiceDeltaFunctionCall"},{"type":"null"}]},"refusal":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Refusal"},"role":{"anyOf":[{"type":"string","enum":["developer","system","user","assistant","tool"]},{"type":"null"}],"title":"Role"},"tool_calls":{"anyOf":[{"items":{"$ref":"#/components/schemas/ChoiceDeltaToolCall"},"type":"array"},{"type":"null"}],"title":"Tool Calls"}},"additionalProperties":true,"type":"object","title":"ChoiceDelta"},"ChoiceDeltaFunctionCall":{"properties":{"arguments":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Arguments"},"name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Name"}},"additionalProperties":true,"type":"object","title":"ChoiceDeltaFunctionCall"},"ChoiceDeltaToolCall":{"properties":{"index":{"type":"integer","title":"Index"},"id":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Id"},"function":{"anyOf":[{"$ref":"#/components/schemas/ChoiceDeltaToolCallFunction"},{"type":"null"}]},"type":{"anyOf":[{"type":"string","const":"function"},{"type":"null"}],"title":"Type"}},"additionalProperties":true,"type":"object","required":["index"],"title":"ChoiceDeltaToolCall"},"ChoiceDeltaToolCallFunction":{"properties":{"arguments":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Arguments"},"name":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Name"}},"additionalProperties":true,"type":"object","title":"ChoiceDeltaToolCallFunction"},"ChoiceLogprobs":{"properties":{"content":{"anyOf":[{"items":{"$ref":"#/components/schemas/ChatCompletionTokenLogprob"},"type":"array"},{"type":"null"}],"title":"Content"},"refusal":{"anyOf":[{"items":{"$ref":"#/components/schemas/ChatCompletionTokenLogprob"},"type":"array"},{"type":"null"}],"title":"Refusal"}},"additionalProperties":true,"type":"object","title":"ChoiceLogprobs"},"CompletionCreateParamsBase":{"properties":{"messages":{"items":{"anyOf":[{"$ref":"#/components/schemas/ChatCompletionDeveloperMessageParam"},{"$ref":"#/components/schemas/ChatCompletionSystemMessageParam"},{"$ref":"#/components/schemas/ChatCompletionUserMessageParam"},{"$ref":"#/components/schemas/ChatCompletionAssistantMessageParam"},{"$ref":"#/components/schemas/ChatCompletionToolMessageParam"},{"$ref":"#/components/schemas/ChatCompletionFunctionMessageParam"}]},"type":"array","title":"Messages"},"model":{"anyOf":[{"type":"string"},{"type":"string","enum":["o1","o1-2024-12-17","o1-preview","o1-preview-2024-09-12","o1-mini","o1-mini-2024-09-12","gpt-4o","gpt-4o-2024-11-20","gpt-4o-2024-08-06","gpt-4o-2024-05-13","gpt-4o-audio-preview","gpt-4o-audio-preview-2024-10-01","gpt-4o-audio-preview-2024-12-17","gpt-4o-mini-audio-preview","gpt-4o-mini-audio-preview-2024-12-17","chatgpt-4o-latest","gpt-4o-mini","gpt-4o-mini-2024-07-18","gpt-4-turbo","gpt-4-turbo-2024-04-09","gpt-4-0125-preview","gpt-4-turbo-preview","gpt-4-1106-preview","gpt-4-vision-preview","gpt-4","gpt-4-0314","gpt-4-0613","gpt-4-32k","gpt-4-32k-0314","gpt-4-32k-0613","gpt-3.5-turbo","gpt-3.5-turbo-16k","gpt-3.5-turbo-0301","gpt-3.5-turbo-0613","gpt-3.5-turbo-1106","gpt-3.5-turbo-0125","gpt-3.5-turbo-16k-0613"]}],"title":"Model"},"audio":{"anyOf":[{"$ref":"#/components/schemas/ChatCompletionAudioParam"},{"type":"null"}]},"frequency_penalty":{"anyOf":[{"type":"number"},{"type":"null"}],"title":"Frequency Penalty"},"function_call":{"anyOf":[{"type":"string","enum":["none","auto"]},{"$ref":"#/components/schemas/ChatCompletionFunctionCallOptionParam"},{"type":"null"}],"title":"Function Call"},"functions":{"anyOf":[{"items":{"$ref":"#/components/schemas/OpenaiTypesChatCompletionCreateParamsFunction"},"type":"array"},{"type":"null"}],"title":"Functions"},"logit_bias":{"anyOf":[{"additionalProperties":{"type":"integer"},"type":"object"},{"type":"null"}],"title":"Logit Bias"},"logprobs":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Logprobs"},"max_completion_tokens":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Max Completion Tokens"},"max_tokens":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Max Tokens"},"metadata":{"anyOf":[{"additionalProperties":{"type":"string"},"type":"object"},{"type":"null"}],"title":"Metadata"},"modalities":{"anyOf":[{"items":{"type":"string","enum":["text","audio"]},"type":"array"},{"type":"null"}],"title":"Modalities"},"n":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"N"},"parallel_tool_calls":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Parallel Tool Calls"},"prediction":{"anyOf":[{"$ref":"#/components/schemas/ChatCompletionPredictionContentParam"},{"type":"null"}]},"presence_penalty":{"anyOf":[{"type":"number"},{"type":"null"}],"title":"Presence Penalty"},"reasoning_effort":{"anyOf":[{"type":"string","enum":["low","medium","high"]},{"type":"null"}],"title":"Reasoning Effort"},"response_format":{"anyOf":[{"$ref":"#/components/schemas/ResponseFormatText"},{"$ref":"#/components/schemas/ResponseFormatJSONObject"},{"$ref":"#/components/schemas/ResponseFormatJSONSchema"},{"type":"null"}],"title":"Response Format"},"seed":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Seed"},"service_tier":{"anyOf":[{"type":"string","enum":["auto","default"]},{"type":"null"}],"title":"Service Tier"},"stop":{"anyOf":[{"type":"string"},{"items":{"type":"string"},"type":"array"},{"type":"null"}],"title":"Stop"},"store":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Store"},"stream_options":{"anyOf":[{"$ref":"#/components/schemas/ChatCompletionStreamOptionsParam"},{"type":"null"}]},"temperature":{"anyOf":[{"type":"number"},{"type":"null"}],"title":"Temperature"},"tool_choice":{"anyOf":[{"type":"string","enum":["none","auto","required"]},{"$ref":"#/components/schemas/ChatCompletionNamedToolChoiceParam"},{"type":"null"}],"title":"Tool Choice"},"tools":{"anyOf":[{"items":{"$ref":"#/components/schemas/ChatCompletionToolParam"},"type":"array"},{"type":"null"}],"title":"Tools"},"top_logprobs":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Top Logprobs"},"top_p":{"anyOf":[{"type":"number"},{"type":"null"}],"title":"Top P"},"user":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"User"},"stream":{"type":"boolean","title":"Stream","default":false},"trancription_model":{"type":"string","title":"Trancription Model","default":"whisper-1"},"transcription_extra_body":{"anyOf":[{"type":"object"},{"type":"null"}],"title":"Transcription Extra Body"},"speech_model":{"type":"string","title":"Speech Model","default":"tts-1"},"speech_extra_body":{"anyOf":[{"type":"object"},{"type":"null"}],"title":"Speech Extra Body"}},"type":"object","required":["messages","model"],"title":"CompletionCreateParamsBase"},"CompletionTokensDetails":{"properties":{"accepted_prediction_tokens":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Accepted Prediction Tokens"},"audio_tokens":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Audio Tokens"},"reasoning_tokens":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Reasoning Tokens"},"rejected_prediction_tokens":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Rejected Prediction Tokens"}},"additionalProperties":true,"type":"object","title":"CompletionTokensDetails"},"CompletionUsage":{"properties":{"completion_tokens":{"type":"integer","title":"Completion Tokens"},"prompt_tokens":{"type":"integer","title":"Prompt Tokens"},"total_tokens":{"type":"integer","title":"Total Tokens"},"completion_tokens_details":{"anyOf":[{"$ref":"#/components/schemas/CompletionTokensDetails"},{"type":"null"}]},"prompt_tokens_details":{"anyOf":[{"$ref":"#/components/schemas/PromptTokensDetails"},{"type":"null"}]}},"additionalProperties":true,"type":"object","required":["completion_tokens","prompt_tokens","total_tokens"],"title":"CompletionUsage"},"CreateSpeechRequestBody":{"properties":{"model":{"type":"string","minLength":1,"title":"Model","description":"The ID of the model. You can get a list of available models by calling `/v1/models`.","examples":["Systran/faster-distil-whisper-large-v3","bofenghuang/whisper-large-v2-cv11-french-ct2"]},"input":{"type":"string","title":"Input"},"voice":{"type":"string","title":"Voice"},"response_format":{"$ref":"#/components/schemas/speaches__routers__speech__ResponseFormat","default":"mp3"},"speed":{"type":"number","title":"Speed","default":1.0},"sample_rate":{"anyOf":[{"type":"integer","maximum":48000.0,"minimum":8000.0},{"type":"null"}],"title":"Sample Rate"}},"type":"object","required":["model","input","voice"],"title":"CreateSpeechRequestBody"},"CreateTranscriptionResponseJson":{"properties":{"text":{"type":"string","title":"Text"}},"type":"object","required":["text"],"title":"CreateTranscriptionResponseJson"},"CreateTranscriptionResponseVerboseJson":{"properties":{"task":{"type":"string","title":"Task","default":"transcribe"},"language":{"type":"string","title":"Language"},"duration":{"type":"number","title":"Duration"},"text":{"type":"string","title":"Text"},"words":{"anyOf":[{"items":{"$ref":"#/components/schemas/TranscriptionWord"},"type":"array"},{"type":"null"}],"title":"Words"},"segments":{"items":{"$ref":"#/components/schemas/TranscriptionSegment"},"type":"array","title":"Segments"}},"type":"object","required":["language","duration","text","words","segments"],"title":"CreateTranscriptionResponseVerboseJson"},"Function":{"properties":{"arguments":{"type":"string","title":"Arguments"},"name":{"type":"string","title":"Name"}},"additionalProperties":true,"type":"object","required":["arguments","name"],"title":"Function"},"FunctionCall-Input":{"properties":{"arguments":{"type":"string","title":"Arguments"},"name":{"type":"string","title":"Name"}},"type":"object","required":["arguments","name"],"title":"FunctionCall"},"FunctionCall-Output":{"properties":{"arguments":{"type":"string","title":"Arguments"},"name":{"type":"string","title":"Name"}},"additionalProperties":true,"type":"object","required":["arguments","name"],"title":"FunctionCall"},"FunctionDefinition":{"properties":{"name":{"type":"string","title":"Name"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description"},"parameters":{"anyOf":[{"type":"object"},{"type":"null"}],"title":"Parameters"},"strict":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Strict"}},"type":"object","required":["name"],"title":"FunctionDefinition"},"HTTPValidationError":{"properties":{"detail":{"items":{"$ref":"#/components/schemas/ValidationError"},"type":"array","title":"Detail"}},"type":"object","title":"HTTPValidationError"},"ImageURL":{"properties":{"url":{"type":"string","title":"Url"},"detail":{"anyOf":[{"type":"string","enum":["auto","low","high"]},{"type":"null"}],"title":"Detail"}},"type":"object","required":["url"],"title":"ImageURL"},"InputAudio":{"properties":{"data":{"type":"string","title":"Data"},"format":{"type":"string","enum":["wav","mp3"],"title":"Format"}},"type":"object","required":["data","format"],"title":"InputAudio"},"JSONSchema":{"properties":{"name":{"type":"string","title":"Name"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description"},"schema":{"anyOf":[{"type":"object"},{"type":"null"}],"title":"Schema"},"strict":{"anyOf":[{"type":"boolean"},{"type":"null"}],"title":"Strict"}},"type":"object","required":["name"],"title":"JSONSchema"},"ListModelsResponse":{"properties":{"data":{"items":{"$ref":"#/components/schemas/Model"},"type":"array","title":"Data"},"object":{"type":"string","const":"list","title":"Object","default":"list"}},"type":"object","required":["data"],"title":"ListModelsResponse"},"Model":{"properties":{"id":{"type":"string","title":"Id"},"created":{"type":"integer","title":"Created","default":0},"object":{"type":"string","const":"model","title":"Object","default":"model"},"owned_by":{"type":"string","title":"Owned By"},"language":{"anyOf":[{"items":{"type":"string"},"type":"array"},{"type":"null"}],"title":"Language"},"task":{"type":"string","enum":["automatic-speech-recognition","text-to-speech"],"title":"Task"}},"additionalProperties":true,"type":"object","required":["id","owned_by","task"],"title":"Model","description":"There may be additional fields in the response that are specific to the model type."},"OpenaiTypesChatChatCompletionMessageToolCallParamFunction":{"properties":{"arguments":{"type":"string","title":"Arguments"},"name":{"type":"string","title":"Name"}},"type":"object","required":["arguments","name"],"title":"OpenaiTypesChatChatCompletionMessageToolCallParamFunction"},"OpenaiTypesChatChatCompletionNamedToolChoiceParamFunction":{"properties":{"name":{"type":"string","title":"Name"}},"type":"object","required":["name"],"title":"OpenaiTypesChatChatCompletionNamedToolChoiceParamFunction"},"OpenaiTypesChatCompletionCreateParamsFunction":{"properties":{"name":{"type":"string","title":"Name"},"description":{"anyOf":[{"type":"string"},{"type":"null"}],"title":"Description"},"parameters":{"anyOf":[{"type":"object"},{"type":"null"}],"title":"Parameters"}},"type":"object","required":["name"],"title":"OpenaiTypesChatCompletionCreateParamsFunction"},"PromptTokensDetails":{"properties":{"audio_tokens":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Audio Tokens"},"cached_tokens":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Cached Tokens"}},"additionalProperties":true,"type":"object","title":"PromptTokensDetails"},"ResponseFormatJSONObject":{"properties":{"type":{"type":"string","const":"json_object","title":"Type"}},"type":"object","required":["type"],"title":"ResponseFormatJSONObject"},"ResponseFormatJSONSchema":{"properties":{"json_schema":{"$ref":"#/components/schemas/JSONSchema"},"type":{"type":"string","const":"json_schema","title":"Type"}},"type":"object","required":["json_schema","type"],"title":"ResponseFormatJSONSchema"},"ResponseFormatText":{"properties":{"type":{"type":"string","const":"text","title":"Type"}},"type":"object","required":["type"],"title":"ResponseFormatText"},"SpeechTimestamp":{"properties":{"start":{"type":"integer","title":"Start"},"end":{"type":"integer","title":"End"}},"type":"object","required":["start","end"],"title":"SpeechTimestamp"},"TopLogprob":{"properties":{"token":{"type":"string","title":"Token"},"bytes":{"anyOf":[{"items":{"type":"integer"},"type":"array"},{"type":"null"}],"title":"Bytes"},"logprob":{"type":"number","title":"Logprob"}},"additionalProperties":true,"type":"object","required":["token","logprob"],"title":"TopLogprob"},"TranscriptionSegment":{"properties":{"id":{"type":"integer","title":"Id"},"seek":{"type":"integer","title":"Seek"},"start":{"type":"number","title":"Start"},"end":{"type":"number","title":"End"},"text":{"type":"string","title":"Text"},"tokens":{"items":{"type":"integer"},"type":"array","title":"Tokens"},"temperature":{"type":"number","title":"Temperature"},"avg_logprob":{"type":"number","title":"Avg Logprob"},"compression_ratio":{"type":"number","title":"Compression Ratio"},"no_speech_prob":{"type":"number","title":"No Speech Prob"},"words":{"anyOf":[{"items":{"$ref":"#/components/schemas/TranscriptionWord"},"type":"array"},{"type":"null"}],"title":"Words"}},"type":"object","required":["id","seek","start","end","text","tokens","temperature","avg_logprob","compression_ratio","no_speech_prob","words"],"title":"TranscriptionSegment"},"TranscriptionWord":{"properties":{"start":{"type":"number","title":"Start"},"end":{"type":"number","title":"End"},"word":{"type":"string","title":"Word"},"probability":{"type":"number","title":"Probability"}},"type":"object","required":["start","end","word","probability"],"title":"TranscriptionWord"},"ValidationError":{"properties":{"loc":{"items":{"anyOf":[{"type":"string"},{"type":"integer"}]},"type":"array","title":"Location"},"msg":{"type":"string","title":"Message"},"type":{"type":"string","title":"Error Type"}},"type":"object","required":["loc","msg","type"],"title":"ValidationError"},"openai__types__chat__chat_completion__Choice":{"properties":{"finish_reason":{"type":"string","enum":["stop","length","tool_calls","content_filter","function_call"],"title":"Finish Reason"},"index":{"type":"integer","title":"Index"},"logprobs":{"anyOf":[{"$ref":"#/components/schemas/ChoiceLogprobs"},{"type":"null"}]},"message":{"$ref":"#/components/schemas/ChatCompletionMessage"}},"additionalProperties":true,"type":"object","required":["finish_reason","index","message"],"title":"Choice"},"openai__types__chat__chat_completion_chunk__Choice":{"properties":{"delta":{"$ref":"#/components/schemas/ChoiceDelta"},"finish_reason":{"anyOf":[{"type":"string","enum":["stop","length","tool_calls","content_filter","function_call"]},{"type":"null"}],"title":"Finish Reason"},"index":{"type":"integer","title":"Index"},"logprobs":{"anyOf":[{"$ref":"#/components/schemas/ChoiceLogprobs"},{"type":"null"}]}},"additionalProperties":true,"type":"object","required":["delta","index"],"title":"Choice"},"speaches__routers__speech__ResponseFormat":{"type":"string","enum":["mp3","flac","wav","pcm"]},"speaches__routers__stt__ResponseFormat":{"type":"string","enum":["text","json","verbose_json","srt","vtt"]}}},"tags":[{"name":"automatic-speech-recognition"},{"name":"speech-to-text"},{"name":"realtime"},{"name":"models"},{"name":"diagnostic"},{"name":"experimental","description":"Not meant for public use yet. May change or be removed at any time."}]}
diff --git a/ai_stack/ollama/openapitools.json b/ai_stack/ollama/openapitools.json
new file mode 100644
index 0000000..151c200
--- /dev/null
+++ b/ai_stack/ollama/openapitools.json
@@ -0,0 +1,7 @@
+{
+  "$schema": "./node_modules/@openapitools/openapi-generator-cli/config.schema.json",
+  "spaces": 2,
+  "generator-cli": {
+    "version": "7.13.0"
+  }
+}
diff --git a/package.json b/package.json
index 8e37337..ce91886 100644
--- a/package.json
+++ b/package.json
@@ -2,5 +2,6 @@
   "dependencies": {
     "leaflet": "^1.9.4",
     "react-leaflet": "^5.0.0"
-  }
+  },
+  "packageManager": "pnpm@10.12.2+sha512.a32540185b964ee30bb4e979e405adc6af59226b438ee4cc19f9e8773667a66d302f5bfee60a39d3cac69e35e4b96e708a71dd002b7e9359c4112a1722ac323f"
 }