nlp

• utils
  • find_first_temp()
  • find_json()
  • merge_llm_consecutive_messages()
  • replace_temp_value_in_sentence()
  • replace_value_in_sentence()
  • value_in_sentence()
• nlp_engine
  • NLPEngine
    • NLPEngine._agent
    • NLPEngine._llms
    • NLPEngine._intent_classifiers
    • NLPEngine._ner
    • NLPEngine._language_to_speech2text_module
    • NLPEngine._language_to_text2speech_module
    • NLPEngine._rag
    • NLPEngine.get_best_intent_prediction()
    • NLPEngine.get_property()
    • NLPEngine.initialize()
    • NLPEngine.ner
    • NLPEngine.predict_intent()
    • NLPEngine.speech2text()
    • NLPEngine.text2speech()
    • NLPEngine.train()
• llm_huggingface_api
  • LLMHuggingFaceAPI
    • LLMHuggingFaceAPI._nlp_engine
    • LLMHuggingFaceAPI.name
    • LLMHuggingFaceAPI.parameters
    • LLMHuggingFaceAPI.num_previous_messages
    • LLMHuggingFaceAPI._global_context
    • LLMHuggingFaceAPI._user_context
    • LLMHuggingFaceAPI._abc_impl
    • LLMHuggingFaceAPI.initialize()
    • LLMHuggingFaceAPI.intent_classification()
    • LLMHuggingFaceAPI.predict()
    • LLMHuggingFaceAPI.set_model()
    • LLMHuggingFaceAPI.set_num_previous_messages()
• llm_replicate_api
  • LLMReplicate
    • LLMReplicate._nlp_engine
    • LLMReplicate.name
    • LLMReplicate.parameters
    • LLMReplicate.num_previous_messages
    • LLMReplicate._global_context
    • LLMReplicate._user_context
    • LLMReplicate._abc_impl
    • LLMReplicate.initialize()
    • LLMReplicate.intent_classification()
    • LLMReplicate.predict()
    • LLMReplicate.set_model()
    • LLMReplicate.set_num_previous_messages()
• llm
  • LLM
    • LLM._nlp_engine
    • LLM.name
    • LLM.parameters
    • LLM._global_context
    • LLM._user_context
    • LLM._user_contexts
    • LLM._abc_impl
    • LLM.add_user_context()
    • LLM.chat()
    • LLM.initialize()
    • LLM.intent_classification()
    • LLM.predict()
    • LLM.predict_with_tools()
    • LLM.remove_user_context()
    • LLM.set_parameters()
  • LLMResponse
    • LLMResponse.is_final()
    • LLMResponse.raw
    • LLMResponse.text
    • LLMResponse.tool_calls
  • ToolCall
    • ToolCall.arguments
    • ToolCall.id
    • ToolCall.name
• llm_huggingface
  • LLMHuggingFace
    • LLMHuggingFace._nlp_engine
    • LLMHuggingFace.name
    • LLMHuggingFace.parameters
    • LLMHuggingFace.num_previous_messages
    • LLMHuggingFace._global_context
    • LLMHuggingFace._user_context
    • LLMHuggingFace._abc_impl
    • LLMHuggingFace.chat()
    • LLMHuggingFace.initialize()
    • LLMHuggingFace.intent_classification()
    • LLMHuggingFace.predict()
    • LLMHuggingFace.set_num_previous_messages()
• llm_openai_api
  • LLMOpenAI
    • LLMOpenAI._nlp_engine
    • LLMOpenAI.name
    • LLMOpenAI.parameters
    • LLMOpenAI.num_previous_messages
    • LLMOpenAI._global_context
    • LLMOpenAI._user_context
    • LLMOpenAI._abc_impl
    • LLMOpenAI.chat()
    • LLMOpenAI.initialize()
    • LLMOpenAI.intent_classification()
    • LLMOpenAI.predict()
    • LLMOpenAI.predict_with_tools()
    • LLMOpenAI.set_model()
    • LLMOpenAI.set_num_previous_messages()
• hf_text2speech
  • HFText2Speech
    • HFText2Speech._model_name
    • HFText2Speech._tts
    • HFText2Speech._tokenizer
    • HFText2Speech._model
    • HFText2Speech._abc_impl
    • HFText2Speech.text2speech()
• piper_text2speech
  • PiperText2Speech
    • PiperText2Speech._model_name
    • PiperText2Speech._piper_api_url
    • PiperText2Speech._sample_rate
    • PiperText2Speech._dtype
    • PiperText2Speech._abc_impl
    • PiperText2Speech.text2speech()
• text2speech
  • Text2Speech
    • Text2Speech._nlp_engine
    • Text2Speech._abc_impl
    • Text2Speech.text2speech()
• openai_text2speech
  • OpenAIText2Speech
    • OpenAIText2Speech._model_name
    • OpenAIText2Speech._voice
    • OpenAIText2Speech._abc_impl
    • OpenAIText2Speech.text2speech()
• ner_prediction
  • NERPrediction
    • NERPrediction.intent_matched_parameters
    • NERPrediction.ner_sentences
    • NERPrediction.add_intent_matched_parameters()
    • NERPrediction.add_ner_sentence()
• matched_parameter
  • MatchedParameter
    • MatchedParameter.name
    • MatchedParameter.value
    • MatchedParameter.info
• simple_ner
  • SimpleNER
    • SimpleNER._abc_impl
    • SimpleNER.predict()
    • SimpleNER.train()
  • base_entity_ner()
  • get_custom_entity_values_dict()
• ner
  • NER
    • NER._nlp_engine
    • NER._agent
    • NER._abc_impl
    • NER.predict()
    • NER.train()
• any
  • ner_any()
• number
  • ner_number()
• datetime
  • datetime_aux()
  • ner_datetime()
  • search_datetimes()
  • set_datetime_params_info()
  • set_datetime_params_info_datetime()
  • set_datetime_params_info_relative_time()
• rag
  • RAG
    • RAG._nlp_engine
    • RAG.vector_store
    • RAG.splitter
    • RAG.llm_name
    • RAG.llm_prompt
    • RAG.k
    • RAG.num_previous_messages
    • RAG.DEFAULT_LLM_PROMPT
    • RAG.create_prompt()
    • RAG.load_pdfs()
    • RAG.run()
    • RAG.run_retrieval()
  • RAGMessage
    • RAGMessage.llm_name
    • RAGMessage.question
    • RAGMessage.answer
    • RAGMessage.docs
    • RAGMessage.to_dict()
• text_preprocessing
  • lemmatize_lux_text()
  • process_text()
  • stem_text()
  • tokenize()
• pipelines
  • create_or_get_stemmer()
• intent_classifier_configuration
  • IntentClassifierConfiguration
    • IntentClassifierConfiguration._abc_impl
  • LLMIntentClassifierConfiguration
    • LLMIntentClassifierConfiguration.llm_name
    • LLMIntentClassifierConfiguration.parameters
    • LLMIntentClassifierConfiguration.use_intent_descriptions
    • LLMIntentClassifierConfiguration.use_training_sentences
    • LLMIntentClassifierConfiguration.use_entity_descriptions
    • LLMIntentClassifierConfiguration.use_entity_synonyms
    • LLMIntentClassifierConfiguration._abc_impl
  • SimpleIntentClassifierConfiguration
    • SimpleIntentClassifierConfiguration.framework
    • SimpleIntentClassifierConfiguration.num_epochs
    • SimpleIntentClassifierConfiguration.embedding_dim
    • SimpleIntentClassifierConfiguration.hidden_dim
    • SimpleIntentClassifierConfiguration.input_max_num_tokens
    • SimpleIntentClassifierConfiguration.discard_oov_sentences
    • SimpleIntentClassifierConfiguration.check_exact_prediction_match
    • SimpleIntentClassifierConfiguration.activation_last_layer
    • SimpleIntentClassifierConfiguration.lr
    • SimpleIntentClassifierConfiguration._abc_impl
• intent_classifier_prediction
  • IntentClassifierPrediction
    • IntentClassifierPrediction.intent
    • IntentClassifierPrediction.score
    • IntentClassifierPrediction.matched_sentence
    • IntentClassifierPrediction.matched_parameters
    • IntentClassifierPrediction.state
    • IntentClassifierPrediction.get_parameter()
  • fallback_intent_prediction()
• intent_classifier
  • IntentClassifier
    • IntentClassifier._nlp_engine
    • IntentClassifier._state
    • IntentClassifier._abc_impl
    • IntentClassifier.predict()
    • IntentClassifier.train()
• llm_intent_classifier
  • LLMIntentClassifier
    • LLMIntentClassifier._abc_impl
    • LLMIntentClassifier._generate_prompt()
    • LLMIntentClassifier.default_json_to_intent_classifier_predictions()
    • LLMIntentClassifier.predict()
    • LLMIntentClassifier.train()
• simple_intent_classifier_tensorflow
  • SimpleIntentClassifierTF
    • SimpleIntentClassifierTF._tokenizer
    • SimpleIntentClassifierTF._model
    • SimpleIntentClassifierTF.__intent_label_mapping
    • SimpleIntentClassifierTF.__total_labels_training_sentences
    • SimpleIntentClassifierTF.__total_training_sentences
    • SimpleIntentClassifierTF.__total_training_sequences
    • SimpleIntentClassifierTF._abc_impl
    • SimpleIntentClassifierTF.predict()
    • SimpleIntentClassifierTF.train()
• simple_intent_classifier_pytorch
  • SimpleIntentClassifierTorch
    • SimpleIntentClassifierTorch._model
    • SimpleIntentClassifierTorch.PAD
    • SimpleIntentClassifierTorch.UNK
    • SimpleIntentClassifierTorch.__intent_label_mapping
    • SimpleIntentClassifierTorch.__total_labels
    • SimpleIntentClassifierTorch.__total_labels_encoded
    • SimpleIntentClassifierTorch.__total_training_sentences
    • SimpleIntentClassifierTorch.__total_training_sequences
    • SimpleIntentClassifierTorch.__vocab
    • SimpleIntentClassifierTorch._abc_impl
    • SimpleIntentClassifierTorch.predict()
    • SimpleIntentClassifierTorch.train()
  • TextClassifier
    • TextClassifier.forward()
  • TextDataset
• openai_speech2text
  • OpenAISpeech2Text
    • OpenAISpeech2Text._abc_impl
    • OpenAISpeech2Text.speech2text()
• speech2text
  • Speech2Text
    • Speech2Text._nlp_engine
    • Speech2Text._abc_impl
    • Speech2Text.speech2text()
• luxasr_speech2text
  • LuxASRSpeech2Text
    • LuxASRSpeech2Text._mime_type
    • LuxASRSpeech2Text._abc_impl
    • LuxASRSpeech2Text.speech2text()
• api_speech2text
  • APISpeech2Text
    • APISpeech2Text._sr_engine
    • APISpeech2Text._language
    • APISpeech2Text._abc_impl
    • APISpeech2Text.speech2text()
• hf_speech2text
  • HFSpeech2Text
    • HFSpeech2Text._from_pt
    • HFSpeech2Text._model_name
    • HFSpeech2Text._processor
    • HFSpeech2Text._model
    • HFSpeech2Text._sampling_rate
    • HFSpeech2Text._forced_decoder_ids
    • HFSpeech2Text._asr
    • HFSpeech2Text._abc_impl
    • HFSpeech2Text.speech2text()