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Synalinks OSS

Agents Modules

SynaLinks/synalinks

Synalinks OSS

SynaLinks/synalinks

Quickstart
Introduction
Guides
Guides
Code Examples
Code Examples
Modules
FAQ
CheatSheet
Differences with Keras
Differences with DSPy
Synalinks API
Synalinks API
- Language Models API
- Embedding Models API
- Knowledge Base API
  Knowledge Base API
  - Knowledge Base
  - Database Adapters
    Database Adapters
    
    DuckDB Adapter
    
    LanceDB Adapter
  - Graph Database Adapters
    Graph Database Adapters
    
    Ladybug Adapter
- Data Models API
  Data Models API
- Programs API
  Programs API
  - Programs API
  - The Program class
  - The Sequential class
  - Program training API
  - Program Saving API
    Program Saving API
    
    Program saving and loading
    
    Variable saving and loading
- Modules API
  Modules API
  - Modules API
  - Base Module class
  - Core Modules
    Core Modules
    
    Core Modules
    
    Input module
    
    Identity module
    
    Not module
    
    Generator module
    
    Decision module
    
    Action module
    
    Branch module
    
    Tool module
  - Agents Modules
    Agents Modules
    
    Agents Modules
    
    FunctionCallingAgent module
    
    CypherAgent module
    
    RLMAgent module
    
    SQLAgent module
    
    VectorRAGAgent module
    
    DeepAgent module
  - Knowledge Modules
    Knowledge Modules
    
    Knowledge Modules
    
    EmbedKnowledge module
    
    UpdateKnowledge module
    
    RetrieveKnowledge module
  - Masking Modules
    Masking Modules
    
    Masking Modules
    
    InMask module
    
    OutMask module
  - Merging Modules
    Merging Modules
    
    Merging Modules
    
    Concat module
    
    And module
    
    Or module
    
    Xor module
  - Test Time Compute Modules
    Test Time Compute Modules
    
    Test Time Compute Modules
    
    ChainOfThought module
    
    SelfCritique module
  - Synthesis Modules
    Synthesis Modules
    
    Synthesis Modules
    
    PythonSynthesis module
    
    SequentialPlanSynthesis module
  - Retrievers Modules
    Retrievers Modules
    
    Retrievers Modules
    
    SimilaritySearch module
    
    FullTextSearch module
    
    RegexSearch module
    
    HybridFTSSearch module
    
    HybridRegexSearch module
    
    EntitySimilaritySearch module
    
    EntityFullTextSearch module
    
    EntityRegexSearch module
    
    EntityHybridFTSSearch module
    
    EntityHybridRegexSearch module
    
    RelationSimilaritySearch module
    
    RelationFullTextSearch module
    
    RelationRegexSearch module
    
    RelationHybridFTSSearch module
    
    RelationHybridRegexSearch module
    
    PathSimilaritySearch module
    
    PathFullTextSearch module
    
    PathRegexSearch module
    
    PathHybridFTSSearch module
    
    PathHybridRegexSearch module
  - Rerankers Modules
    Rerankers Modules
    
    Rerankers Modules
    
    RRFReranker module
- Callbacks API
  Callbacks API
- Hooks API
  Hooks API
- Ops API
  Ops API
  - Ops API
  - JSON Ops
- Optimizers API
  Optimizers API
- Metrics
  Metrics
- Rewards
  Rewards
- Datasets
  Datasets
  - Dataset
  - HuggingFaceDataset
- Built-in Datasets
  Built-in Datasets
  - Built-in Datasets
  - GSM8K
  - HotpotQA
  - ARC AGI
  - ARC Challenge
  - BBH
  - BBQ
  - BoolQ
  - DROP
  - HellaSwag
  - HumanEval
  - IFEval
  - LAMBADA
  - LogiQA
  - MMLU
  - SQuAD
  - TruthfulQA
  - WinoGrande
- Utilities
  Utilities
- Utils API
  Utils API
  - Utils API
  - Disable keras backend
- Tuners
- Observability API
- Config
Observability
Observability
- Observability with MLflow

Agents Modules

FunctionCallingAgent module
RLMAgent module
SQLAgent module
VectorRAGAgent module
DeepAgent module

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