swarmauri.standard package

Subpackages

• swarmauri.standard.agent_factories package
  • Subpackages
    • swarmauri.standard.agent_factories.base package
      • Module contents
    • swarmauri.standard.agent_factories.concrete package
      • Submodules
        • swarmauri.standard.agent_factories.concrete.AgentFactory module
        • swarmauri.standard.agent_factories.concrete.ConfDrivenAgentFactory module
        • swarmauri.standard.agent_factories.concrete.JsonAgentFactory module
          • JsonAgentFactory
        • swarmauri.standard.agent_factories.concrete.ReflectiveAgentFactory module
      • Module contents
  • Module contents
• swarmauri.standard.agents package
  • Subpackages
    • swarmauri.standard.agents.base package
      • Submodules
        • swarmauri.standard.agents.base.AgentBase module
        • swarmauri.standard.agents.base.AgentConversationMixin module
        • swarmauri.standard.agents.base.AgentRetrieveMixin module
        • swarmauri.standard.agents.base.AgentSystemContextMixin module
        • swarmauri.standard.agents.base.AgentToolMixin module
        • swarmauri.standard.agents.base.AgentVectorStoreMixin module
      • Module contents
    • swarmauri.standard.agents.concrete package
      • Submodules
        • swarmauri.standard.agents.concrete.QAAgent module
        • swarmauri.standard.agents.concrete.RagAgent module
        • swarmauri.standard.agents.concrete.SimpleConversationAgent module
        • swarmauri.standard.agents.concrete.ToolAgent module
      • Module contents
  • Module contents
• swarmauri.standard.apis package
  • Subpackages
    • swarmauri.standard.apis.base package
      • Module contents
    • swarmauri.standard.apis.concrete package
      • Module contents
  • Module contents
• swarmauri.standard.chains package
  • Subpackages
    • swarmauri.standard.chains.base package
      • Submodules
        • swarmauri.standard.chains.base.ChainBase module
        • swarmauri.standard.chains.base.ChainContextBase module
        • swarmauri.standard.chains.base.ChainStepBase module
        • swarmauri.standard.chains.base.PromptContextChainBase module
      • Module contents
    • swarmauri.standard.chains.concrete package
      • Submodules
        • swarmauri.standard.chains.concrete.CallableChain module
          • CallableChain
        • swarmauri.standard.chains.concrete.ChainStep module
        • swarmauri.standard.chains.concrete.ContextChain module
        • swarmauri.standard.chains.concrete.PromptContextChain module
      • Module contents
  • Module contents
• swarmauri.standard.chunkers package
  • Subpackages
    • swarmauri.standard.chunkers.base package
      • Submodules
        • swarmauri.standard.chunkers.base.ChunkerBase module
      • Module contents
    • swarmauri.standard.chunkers.concrete package
      • Submodules
        • swarmauri.standard.chunkers.concrete.DelimiterBasedChunker module
        • swarmauri.standard.chunkers.concrete.FixedLengthChunker module
        • swarmauri.standard.chunkers.concrete.MdSnippetChunker module
        • swarmauri.standard.chunkers.concrete.SentenceChunker module
        • swarmauri.standard.chunkers.concrete.SlidingWindowChunker module
      • Module contents
  • Module contents
• swarmauri.standard.conversations package
  • Subpackages
    • swarmauri.standard.conversations.base package
      • Submodules
        • swarmauri.standard.conversations.base.ConversationBase module
        • swarmauri.standard.conversations.base.ConversationSystemContextMixin module
      • Module contents
    • swarmauri.standard.conversations.concrete package
      • Submodules
        • swarmauri.standard.conversations.concrete.Conversation module
        • swarmauri.standard.conversations.concrete.MaxSizeConversation module
        • swarmauri.standard.conversations.concrete.MaxSystemContextConversation module
        • swarmauri.standard.conversations.concrete.SessionCacheConversation module
      • Module contents
  • Module contents
• swarmauri.standard.distances package
  • Subpackages
    • swarmauri.standard.distances.base package
      • Submodules
        • swarmauri.standard.distances.base.DistanceBase module
      • Module contents
    • swarmauri.standard.distances.concrete package
      • Submodules
        • swarmauri.standard.distances.concrete.ChiSquaredDistance module
        • swarmauri.standard.distances.concrete.CosineDistance module
        • swarmauri.standard.distances.concrete.EuclideanDistance module
        • swarmauri.standard.distances.concrete.JaccardIndexDistance module
        • swarmauri.standard.distances.concrete.LevenshteinDistance module
      • Module contents
  • Module contents
• swarmauri.standard.document_stores package
  • Subpackages
    • swarmauri.standard.document_stores.base package
      • Submodules
        • swarmauri.standard.document_stores.base.DocumentStoreBase module
          • DocumentStoreBase
        • swarmauri.standard.document_stores.base.DocumentStoreRetrieveBase module
          • DocumentStoreRetrieveBase
      • Module contents
    • swarmauri.standard.document_stores.concrete package
      • Module contents
  • Module contents
• swarmauri.standard.documents package
  • Subpackages
    • swarmauri.standard.documents.base package
      • Submodules
        • swarmauri.standard.documents.base.DocumentBase module
      • Module contents
    • swarmauri.standard.documents.concrete package
      • Submodules
        • swarmauri.standard.documents.concrete.Document module
      • Module contents
  • Module contents
• swarmauri.standard.embeddings package
  • Subpackages
    • swarmauri.standard.embeddings.base package
      • Submodules
        • swarmauri.standard.embeddings.base.EmbeddingBase module
      • Module contents
    • swarmauri.standard.embeddings.concrete package
      • Submodules
        • swarmauri.standard.embeddings.concrete.Doc2VecEmbedding module
        • swarmauri.standard.embeddings.concrete.MlmEmbedding module
        • swarmauri.standard.embeddings.concrete.NmfEmbedding module
        • swarmauri.standard.embeddings.concrete.TfidfEmbedding module
      • Module contents
  • Module contents
• swarmauri.standard.exceptions package
  • Subpackages
    • swarmauri.standard.exceptions.base package
      • Module contents
    • swarmauri.standard.exceptions.concrete package
      • Submodules
        • swarmauri.standard.exceptions.concrete.IndexErrorWithContext module
          • IndexErrorWithContext
      • Module contents
  • Module contents
• swarmauri.standard.llms package
  • Subpackages
    • swarmauri.standard.llms.base package
      • Submodules
        • swarmauri.standard.llms.base.LLMBase module
      • Module contents
    • swarmauri.standard.llms.concrete package
      • Submodules
        • swarmauri.standard.llms.concrete.AnthropicModel module
        • swarmauri.standard.llms.concrete.AnthropicToolModel module
        • swarmauri.standard.llms.concrete.CohereModel module
        • swarmauri.standard.llms.concrete.CohereToolModel module
        • swarmauri.standard.llms.concrete.GeminiProModel module
        • swarmauri.standard.llms.concrete.GeminiToolModel module
        • swarmauri.standard.llms.concrete.GroqModel module
        • swarmauri.standard.llms.concrete.GroqToolModel module
        • swarmauri.standard.llms.concrete.MistralModel module
        • swarmauri.standard.llms.concrete.MistralToolModel module
        • swarmauri.standard.llms.concrete.OpenAIImageGenerator module
        • swarmauri.standard.llms.concrete.OpenAIModel module
        • swarmauri.standard.llms.concrete.OpenAIToolModel module
        • swarmauri.standard.llms.concrete.PerplexityModel module
      • Module contents
  • Module contents
• swarmauri.standard.messages package
  • Subpackages
    • swarmauri.standard.messages.base package
      • Submodules
        • swarmauri.standard.messages.base.MessageBase module
      • Module contents
    • swarmauri.standard.messages.concrete package
      • Submodules
        • swarmauri.standard.messages.concrete.AgentMessage module
        • swarmauri.standard.messages.concrete.FunctionMessage module
        • swarmauri.standard.messages.concrete.HumanMessage module
        • swarmauri.standard.messages.concrete.SystemMessage module
      • Module contents
  • Module contents
• swarmauri.standard.metrics package
  • Subpackages
    • swarmauri.standard.metrics.base package
      • Submodules
        • swarmauri.standard.metrics.base.MetricAggregateMixin module
          • MetricAggregateMixin
        • swarmauri.standard.metrics.base.MetricBase module
        • swarmauri.standard.metrics.base.MetricCalculateMixin module
          • MetricCalculateMixin
        • swarmauri.standard.metrics.base.MetricThresholdMixin module
          • MetricThresholdMixin
      • Module contents
    • swarmauri.standard.metrics.concrete package
      • Submodules
        • swarmauri.standard.metrics.concrete.FirstImpressionMetric module
        • swarmauri.standard.metrics.concrete.MeanMetric module
        • swarmauri.standard.metrics.concrete.StaticMetric module
        • swarmauri.standard.metrics.concrete.ZeroMetric module
      • Module contents
  • Module contents
• swarmauri.standard.parsers package
  • Subpackages
    • swarmauri.standard.parsers.base package
      • Submodules
        • swarmauri.standard.parsers.base.ParserBase module
      • Module contents
    • swarmauri.standard.parsers.concrete package
      • Submodules
        • swarmauri.standard.parsers.concrete.BERTEmbeddingParser module
        • swarmauri.standard.parsers.concrete.CSVParser module
        • swarmauri.standard.parsers.concrete.EntityRecognitionParser module
        • swarmauri.standard.parsers.concrete.HTMLTagStripParser module
        • swarmauri.standard.parsers.concrete.KeywordExtractorParser module
        • swarmauri.standard.parsers.concrete.MarkdownParser module
        • swarmauri.standard.parsers.concrete.OpenAPISpecParser module
        • swarmauri.standard.parsers.concrete.PhoneNumberExtractorParser module
        • swarmauri.standard.parsers.concrete.PythonParser module
        • swarmauri.standard.parsers.concrete.RegExParser module
        • swarmauri.standard.parsers.concrete.TextBlobNounParser module
        • swarmauri.standard.parsers.concrete.TextBlobSentenceParser module
        • swarmauri.standard.parsers.concrete.URLExtractorParser module
        • swarmauri.standard.parsers.concrete.XMLParser module
      • Module contents
  • Module contents
• swarmauri.standard.prompts package
  • Subpackages
    • swarmauri.standard.prompts.base package
      • Submodules
        • swarmauri.standard.prompts.base.PromptBase module
        • swarmauri.standard.prompts.base.PromptGeneratorBase module
        • swarmauri.standard.prompts.base.PromptMatrixBase module
        • swarmauri.standard.prompts.base.PromptTemplateBase module
      • Module contents
    • swarmauri.standard.prompts.concrete package
      • Submodules
        • swarmauri.standard.prompts.concrete.Prompt module
        • swarmauri.standard.prompts.concrete.PromptGenerator module
        • swarmauri.standard.prompts.concrete.PromptMatrix module
        • swarmauri.standard.prompts.concrete.PromptTemplate module
      • Module contents
  • Module contents
• swarmauri.standard.schema_converters package
  • Subpackages
    • swarmauri.standard.schema_converters.base package
      • Submodules
        • swarmauri.standard.schema_converters.base.SchemaConverterBase module
      • Module contents
    • swarmauri.standard.schema_converters.concrete package
      • Submodules
        • swarmauri.standard.schema_converters.concrete.AnthropicSchemaConverter module
        • swarmauri.standard.schema_converters.concrete.CohereSchemaConverter module
        • swarmauri.standard.schema_converters.concrete.GeminiSchemaConverter module
        • swarmauri.standard.schema_converters.concrete.GroqSchemaConverter module
        • swarmauri.standard.schema_converters.concrete.MistralSchemaConverter module
        • swarmauri.standard.schema_converters.concrete.OpenAISchemaConverter module
      • Module contents
  • Module contents
• swarmauri.standard.swarms package
  • Subpackages
    • swarmauri.standard.swarms.base package
      • Submodules
        • swarmauri.standard.swarms.base.SwarmComponentBase module
          • SwarmComponentBase
      • Module contents
    • swarmauri.standard.swarms.concrete package
      • Submodules
        • swarmauri.standard.swarms.concrete.SimpleSwarmFactory module
      • Module contents
  • Module contents
• swarmauri.standard.toolkits package
  • Subpackages
    • swarmauri.standard.toolkits.base package
      • Submodules
        • swarmauri.standard.toolkits.base.ToolkitBase module
      • Module contents
    • swarmauri.standard.toolkits.concrete package
      • Submodules
        • swarmauri.standard.toolkits.concrete.Toolkit module
      • Module contents
  • Module contents
• swarmauri.standard.tools package
  • Subpackages
    • swarmauri.standard.tools.base package
      • Submodules
        • swarmauri.standard.tools.base.ParameterBase module
          • ParameterBase
        • swarmauri.standard.tools.base.ToolBase module
          • ToolBase
      • Module contents
    • swarmauri.standard.tools.concrete package
      • Submodules
        • swarmauri.standard.tools.concrete.AdditionTool module
        • swarmauri.standard.tools.concrete.CalculatorTool module
        • swarmauri.standard.tools.concrete.CodeInterpreterTool module
        • swarmauri.standard.tools.concrete.ImportMemoryModuleTool module
        • swarmauri.standard.tools.concrete.Parameter module
          • Parameter
        • swarmauri.standard.tools.concrete.TestTool module
        • swarmauri.standard.tools.concrete.WeatherTool module
      • Module contents
  • Module contents
• swarmauri.standard.tracing package
  • Subpackages
    • swarmauri.standard.tracing.base package
      • Module contents
    • swarmauri.standard.tracing.concrete package
      • Submodules
        • swarmauri.standard.tracing.concrete.CallableTracer module
          • CallableTracer()
        • swarmauri.standard.tracing.concrete.ChainTracer module
          • ChainTracer
        • swarmauri.standard.tracing.concrete.SimpleTraceContext module
          • SimpleTraceContext
        • swarmauri.standard.tracing.concrete.SimpleTracer module
          • SimpleTracer
        • swarmauri.standard.tracing.concrete.TracedVariable module
          • TracedVariable
        • swarmauri.standard.tracing.concrete.VariableTracer module
          • VariableTracer()
      • Module contents
  • Module contents
• swarmauri.standard.utils package
  • Submodules
    • swarmauri.standard.utils.apply_metaclass module
      • apply_metaclass_to_cls()
    • swarmauri.standard.utils.decorate module
      • decorate_cls()
      • decorate_instance()
      • decorate_instance_method()
    • swarmauri.standard.utils.get_class_hash module
      • get_class_hash()
    • swarmauri.standard.utils.json_validator module
      • load_json_file()
      • validate_json()
    • swarmauri.standard.utils.load_documents_from_json module
    • swarmauri.standard.utils.memoize module
      • MemoizingMeta
        • MemoizingMeta.mro()
      • memoize()
    • swarmauri.standard.utils.sql_log module
      • SqlLogMeta
        • SqlLogMeta.mro()
      • sql_log()
      • sql_log_decorator()
  • Module contents
• swarmauri.standard.vector_stores package
  • Subpackages
    • swarmauri.standard.vector_stores.base package
      • Submodules
        • swarmauri.standard.vector_stores.base.VectorStoreBase module
        • swarmauri.standard.vector_stores.base.VectorStoreRetrieveMixin module
        • swarmauri.standard.vector_stores.base.VectorStoreSaveLoadMixin module
      • Module contents
    • swarmauri.standard.vector_stores.concrete package
      • Submodules
        • swarmauri.standard.vector_stores.concrete.Doc2VecVectorStore module
        • swarmauri.standard.vector_stores.concrete.MlmVectorStore module
        • swarmauri.standard.vector_stores.concrete.SpatialDocVectorStore module
        • swarmauri.standard.vector_stores.concrete.TfidfVectorStore module
      • Module contents
  • Module contents
• swarmauri.standard.vectors package
  • Subpackages
    • swarmauri.standard.vectors.base package
      • Submodules
        • swarmauri.standard.vectors.base.VectorBase module
      • Module contents
    • swarmauri.standard.vectors.concrete package
      • Submodules
        • swarmauri.standard.vectors.concrete.Vector module
        • swarmauri.standard.vectors.concrete.VectorProductMixin module
      • Module contents
  • Module contents

Module contents