diff --git a/api/core/model_runtime/model_providers/_position.yaml b/api/core/model_runtime/model_providers/_position.yaml index 8c878d67d8..2dcdc1bf2e 100644 --- a/api/core/model_runtime/model_providers/_position.yaml +++ b/api/core/model_runtime/model_providers/_position.yaml @@ -7,6 +7,7 @@ - togetherai - ollama - mistralai +- groq - replicate - huggingface_hub - zhipuai diff --git a/api/core/model_runtime/model_providers/groq/_assets/icon_l_en.svg b/api/core/model_runtime/model_providers/groq/_assets/icon_l_en.svg new file mode 100644 index 0000000000..2505a5f493 --- /dev/null +++ b/api/core/model_runtime/model_providers/groq/_assets/icon_l_en.svg @@ -0,0 +1,11 @@ + + + + + + + + + + + diff --git a/api/core/model_runtime/model_providers/groq/_assets/icon_s_en.svg b/api/core/model_runtime/model_providers/groq/_assets/icon_s_en.svg new file mode 100644 index 0000000000..087f37e471 --- /dev/null +++ b/api/core/model_runtime/model_providers/groq/_assets/icon_s_en.svg @@ -0,0 +1,4 @@ + + + + diff --git a/api/core/model_runtime/model_providers/groq/groq.py b/api/core/model_runtime/model_providers/groq/groq.py new file mode 100644 index 0000000000..1421aaaf2b --- /dev/null +++ b/api/core/model_runtime/model_providers/groq/groq.py @@ -0,0 +1,29 @@ +import logging + +from core.model_runtime.entities.model_entities import ModelType +from core.model_runtime.errors.validate import CredentialsValidateFailedError +from core.model_runtime.model_providers.__base.model_provider import ModelProvider + +logger = logging.getLogger(__name__) + +class GroqProvider(ModelProvider): + + def validate_provider_credentials(self, credentials: dict) -> None: + """ + Validate provider credentials + if validate failed, raise exception + + :param credentials: provider credentials, credentials form defined in `provider_credential_schema`. + """ + try: + model_instance = self.get_model_instance(ModelType.LLM) + + model_instance.validate_credentials( + model='llama2-70b-4096', + credentials=credentials + ) + except CredentialsValidateFailedError as ex: + raise ex + except Exception as ex: + logger.exception(f'{self.get_provider_schema().provider} credentials validate failed') + raise ex diff --git a/api/core/model_runtime/model_providers/groq/groq.yaml b/api/core/model_runtime/model_providers/groq/groq.yaml new file mode 100644 index 0000000000..db17cc8bdd --- /dev/null +++ b/api/core/model_runtime/model_providers/groq/groq.yaml @@ -0,0 +1,32 @@ +provider: groq +label: + zh_Hans: GroqCloud + en_US: GroqCloud +description: + en_US: GroqCloud provides access to the Groq Cloud API, which hosts models like LLama2 and Mixtral. + zh_Hans: GroqCloud 提供对 Groq Cloud API 的访问，其中托管了 LLama2 和 Mixtral 等模型。 +icon_small: + en_US: icon_s_en.svg +icon_large: + en_US: icon_l_en.svg +background: "#F5F5F4" +help: + title: + en_US: Get your API Key from GroqCloud + zh_Hans: 从 GroqCloud 获取 API Key + url: + en_US: https://console.groq.com/ +supported_model_types: + - llm +configurate_methods: + - predefined-model +provider_credential_schema: + credential_form_schemas: + - variable: api_key + label: + en_US: API Key + type: secret-input + required: true + placeholder: + zh_Hans: 在此输入您的 API Key + en_US: Enter your API Key diff --git a/api/core/model_runtime/model_providers/groq/llm/llama2-70b-4096.yaml b/api/core/model_runtime/model_providers/groq/llm/llama2-70b-4096.yaml new file mode 100644 index 0000000000..384912b0dd --- /dev/null +++ b/api/core/model_runtime/model_providers/groq/llm/llama2-70b-4096.yaml @@ -0,0 +1,25 @@ +model: llama2-70b-4096 +label: + zh_Hans: Llama-2-70B-4096 + en_US: Llama-2-70B-4096 +model_type: llm +features: + - agent-thought +model_properties: + mode: chat + context_size: 4096 +parameter_rules: + - name: temperature + use_template: temperature + - name: top_p + use_template: top_p + - name: max_tokens + use_template: max_tokens + default: 512 + min: 1 + max: 4096 +pricing: + input: '0.7' + output: '0.8' + unit: '0.000001' + currency: USD diff --git a/api/core/model_runtime/model_providers/groq/llm/llm.py b/api/core/model_runtime/model_providers/groq/llm/llm.py new file mode 100644 index 0000000000..915f7a4e1a --- /dev/null +++ b/api/core/model_runtime/model_providers/groq/llm/llm.py @@ -0,0 +1,26 @@ +from collections.abc import Generator +from typing import Optional, Union + +from core.model_runtime.entities.llm_entities import LLMResult +from core.model_runtime.entities.message_entities import PromptMessage, PromptMessageTool +from core.model_runtime.model_providers.openai_api_compatible.llm.llm import OAIAPICompatLargeLanguageModel + + +class GroqLargeLanguageModel(OAIAPICompatLargeLanguageModel): + def _invoke(self, model: str, credentials: dict, + prompt_messages: list[PromptMessage], model_parameters: dict, + tools: Optional[list[PromptMessageTool]] = None, stop: Optional[list[str]] = None, + stream: bool = True, user: Optional[str] = None) \ + -> Union[LLMResult, Generator]: + self._add_custom_parameters(credentials) + return super()._invoke(model, credentials, prompt_messages, model_parameters, tools, stop, stream) + + def validate_credentials(self, model: str, credentials: dict) -> None: + self._add_custom_parameters(credentials) + super().validate_credentials(model, credentials) + + @staticmethod + def _add_custom_parameters(credentials: dict) -> None: + credentials['mode'] = 'chat' + credentials['endpoint_url'] = 'https://api.groq.com/openai/v1' + diff --git a/api/core/model_runtime/model_providers/groq/llm/mixtral-8x7b-instruct-v0.1.yaml b/api/core/model_runtime/model_providers/groq/llm/mixtral-8x7b-instruct-v0.1.yaml new file mode 100644 index 0000000000..0dc6678fa2 --- /dev/null +++ b/api/core/model_runtime/model_providers/groq/llm/mixtral-8x7b-instruct-v0.1.yaml @@ -0,0 +1,25 @@ +model: mixtral-8x7b-32768 +label: + zh_Hans: Mixtral-8x7b-Instruct-v0.1 + en_US: Mixtral-8x7b-Instruct-v0.1 +model_type: llm +features: + - agent-thought +model_properties: + mode: chat + context_size: 32768 +parameter_rules: + - name: temperature + use_template: temperature + - name: top_p + use_template: top_p + - name: max_tokens + use_template: max_tokens + default: 512 + min: 1 + max: 20480 +pricing: + input: '0.27' + output: '0.27' + unit: '0.000001' + currency: USD