genai.extensions package

Module containing extensions (integrations) for other well known libraries.

Subpackages

• genai.extensions.huggingface package
  • IBMGenAIAgent
    • IBMGenAIAgent.__init__()
    • IBMGenAIAgent.generate_many()
    • IBMGenAIAgent.generate_one()
  • Submodules
    • genai.extensions.huggingface.agent module
      • IBMGenAIAgent
• genai.extensions.langchain package
  • LangChainChatInterface
    • LangChainChatInterface.client
    • LangChainChatInterface.conversation_id
    • LangChainChatInterface.get_num_tokens()
    • LangChainChatInterface.get_num_tokens_from_messages()
    • LangChainChatInterface.get_token_ids()
    • LangChainChatInterface.is_lc_serializable()
    • LangChainChatInterface.lc_secrets
    • LangChainChatInterface.load_from_file()
    • LangChainChatInterface.model_id
    • LangChainChatInterface.moderations
    • LangChainChatInterface.parameters
    • LangChainChatInterface.parent_id
    • LangChainChatInterface.prompt_id
    • LangChainChatInterface.prompt_template_id
    • LangChainChatInterface.streaming
    • LangChainChatInterface.trim_method
    • LangChainChatInterface.use_conversation_parameters
    • LangChainChatInterface.validate_data_models()
  • LangChainEmbeddingsInterface
    • LangChainEmbeddingsInterface.client
    • LangChainEmbeddingsInterface.execution_options
    • LangChainEmbeddingsInterface.model_id
    • LangChainEmbeddingsInterface.parameters
    • LangChainEmbeddingsInterface.aembed_documents()
    • LangChainEmbeddingsInterface.aembed_query()
    • LangChainEmbeddingsInterface.embed_documents()
    • LangChainEmbeddingsInterface.embed_query()
  • LangChainInterface
    • LangChainInterface.client
    • LangChainInterface.data
    • LangChainInterface.execution_options
    • LangChainInterface.get_num_tokens()
    • LangChainInterface.get_num_tokens_from_messages()
    • LangChainInterface.get_token_ids()
    • LangChainInterface.is_lc_serializable()
    • LangChainInterface.lc_secrets
    • LangChainInterface.load_from_file()
    • LangChainInterface.model_id
    • LangChainInterface.moderations
    • LangChainInterface.parameters
    • LangChainInterface.prompt_id
    • LangChainInterface.streaming
  • from_langchain_template()
  • to_langchain_template()
  • Submodules
    • genai.extensions.langchain.chat_llm module
      • LangChainChatInterface
    • genai.extensions.langchain.embeddings module
      • LangChainEmbeddingsInterface
    • genai.extensions.langchain.llm module
      • LangChainInterface
    • genai.extensions.langchain.template module
      • from_langchain_template()
      • to_langchain_template()
    • genai.extensions.langchain.utils module
      • CustomAIMessageChunk
      • CustomChatGenerationChunk
      • CustomGenerationChunk
      • create_llm_output()
      • dump_optional_model()
      • load_config()
      • update_token_usage()
      • update_token_usage_stream()
• genai.extensions.llama_index package
  • IBMGenAILlamaIndex
    • IBMGenAILlamaIndex.__init__()
    • IBMGenAILlamaIndex.achat()
    • IBMGenAILlamaIndex.acomplete()
    • IBMGenAILlamaIndex.astream_chat()
    • IBMGenAILlamaIndex.astream_complete()
    • IBMGenAILlamaIndex.chat()
    • IBMGenAILlamaIndex.class_name()
    • IBMGenAILlamaIndex.client
    • IBMGenAILlamaIndex.complete()
    • IBMGenAILlamaIndex.conversation_id
    • IBMGenAILlamaIndex.data
    • IBMGenAILlamaIndex.metadata
    • IBMGenAILlamaIndex.model_id
    • IBMGenAILlamaIndex.moderations
    • IBMGenAILlamaIndex.parameters
    • IBMGenAILlamaIndex.parent_id
    • IBMGenAILlamaIndex.prompt_id
    • IBMGenAILlamaIndex.prompt_template_id
    • IBMGenAILlamaIndex.stream_chat()
    • IBMGenAILlamaIndex.stream_complete()
    • IBMGenAILlamaIndex.trim_method
    • IBMGenAILlamaIndex.use_conversation_parameters
  • IBMGenAILlamaIndexEmbedding
    • IBMGenAILlamaIndexEmbedding.class_name()
    • IBMGenAILlamaIndexEmbedding.client
    • IBMGenAILlamaIndexEmbedding.embed_batch_size
    • IBMGenAILlamaIndexEmbedding.execution_options
    • IBMGenAILlamaIndexEmbedding.model_id
    • IBMGenAILlamaIndexEmbedding.parameters
  • Submodules
    • genai.extensions.llama_index.embeddings module
      • IBMGenAILlamaIndexEmbedding
    • genai.extensions.llama_index.llm module
      • IBMGenAILlamaIndex
      • to_genai_message()
      • to_genai_messages()
• genai.extensions.lm_eval package
  • Submodules
    • genai.extensions.lm_eval.model module
      • IBMGenAILMEval
      • LogLikelihoodResult
      • initialize_model()
• genai.extensions.localserver package
  • LocalLLMServer
    • LocalLLMServer.__init__()
    • LocalLLMServer.get_credentials()
    • LocalLLMServer.run_locally()
    • LocalLLMServer.start_server()
    • LocalLLMServer.stop_server()
  • LocalModel
    • LocalModel.generate()
    • LocalModel.model_id
    • LocalModel.tokenize()
  • Submodules
    • genai.extensions.localserver.local_api_server module
      • ApiAuthMiddleware
      • ApiErrorMiddleware
      • LocalLLMServer
    • genai.extensions.localserver.local_base_model module
      • LocalModel
    • genai.extensions.localserver.schema module
      • TextGenerationCreateRequest
      • TextTokenizationCreateRequest