Simplify Workflow Complexity with Syncraft's JSON-Like Syntax

Syncraft uses familiar JSON-like syntax to describe complex workflows, streamlining processes that once demanded months of planning, development, and testing.

Query & Select

{
    "query": {
        "id": {
            "eq": 2
        },
        "sessions": {
            "query": {
                "Timestamp": {
                    "gt": "2023-09-04"
                },
                ...
            },
            "selection": {
                "ProductID": true,
                ...
            }
        }
    },
    "selection": {
        "id": true,
        "name": true
    },
    "root": "Users"
}

Remap

[
    { ... },
    {
        "query": { ... },
        "selection": {
            "User": {
                "@ref": [
                    "name"
                ]
            },
            "ActionSummary": {
                "dataPath": [],
                "transformer": " ... ",
                "own": true
            },
            ...
        },
        "root": "SessionRecord"
    },
    {
        "selection": {
            "actions": {
                "@ref": [
                    "ActionSummary"
                ]
            }
        }
    }
]

If - Else

[
    {
        "query": { ... },
        "selection": { ... },
        "root": "Users"
    },
    {
        "if": { ... },
        "then": {
            "query": { ... },
            "selection": { ... },
            "root": "Users"
        },
        "else": {
          "query": { ... },
          "selection": { ... },
          "root": "Users"
        }
    }
]

Filter

[
    {
        "query": { ... },
        "selection": { ... },
        "root": "Users"
    },
    {
        "condition": {
            "id": {
                "lt": 3
            },
            "name": {
                "includes": "..."
            }
        }
    }
  ]

Looping Pipeline

[
    {
      "query": { ... },
      "selection": { ... },
      "root": "Users"
    },
    {
        "while": { ... },
        "do": {
            "query": { ... },
            "selection": { ... },
            "root": "Users"
        },
        "timebox": 5000
    }
]

Serial

[
    {
        "query": { ... },
        "selection": {},
        "root": "Text2Embedding"
    },
    {
        "query": { ... },
        "selection": { ... },
        "root": "Product"
    },
    { ... },
    { ... },
    {
        "query": { ... },
        "selection": { ... },
        "root": {
            "sync": "Cohere",
            "name": "Reranker"
        }
    }
]

Parallel

[
    {
        "collect": {
            "sessions": [
                { ... },
                { ... },
                { ... }
            ],
            "documents": [
                { ... },
                { ... },
                { ... }
            ]
        },
        "remap": {
            "selection": { ... }
        }
    },
    {
        "query": {
            "rerank": {
                "@ref": []
            }
        },
        "selection": {
            "*": true
        },
        "root": {
            "sync": "Cohere",
            "name": "Reranker"
        }
    }
]

Race

[
    {
        "race": {
            "sessions": [
                { ... },
                { ... },
                { ... }
            ],
            "documents": [
                { ... },
                { ... },
                { ... }
            ]
        },
        "remap": {
            "selection": { ... }
        }
    },
    {
        "query": {
            "rerank": {
                "@ref": []
            }
        },
        "selection": {
            "*": true
        },
        "root": {
            "sync": "Cohere",
            "name": "Reranker"
        }
    }
]

Real-Time Consolidation and
Transformation of Fragmented Data

No External Tools

You never need to exit Syncraft pipelines to perform a task

Declarative Definition

Define the desired outcome of each stage of sequential processing

Precisely Formatted Data

Data is delivered well-formatted and ready to use

Parallelization

Parallelize pipeline execution whenever the sources are not directly dependent to enhance performance

No Performance Overhead

Zero impact on performance unlike any other tool or framework

Data Observability

Sophisticated performance metrics through an intuitive interface providing visual insights

Upcoming Features

Data Stream Processing

You will be able to process your data stream with an ease

AI Driven Adapter Generation

AI-driven adapter generation

Beyond Zero Performance Overhead

AI-driven query optimization

NLQ Support

Query your data as you think about it

A single interface for querying diverse data sources and seamlessly integrating them into efficient processing pipelines

Modular Architecture with Customizable Data Adapters

Have a niche or proprietary integration in mind?

Simplify Workflow Complexity with Syncraft's JSON-Like Syntax

Query & Select

Remap

If - Else

Filter

Looping Pipeline

Serial

Parallel

Race

Real-Time Consolidation and
Transformation of Fragmented Data

No External Tools

Declarative Definition

Precisely Formatted Data

Parallelization

No Performance Overhead

Data Observability

Upcoming Features

Data Stream Processing

AI Driven Adapter Generation

Beyond Zero Performance Overhead

NLQ Support

Light as a Feather

Deploy Anywhere

Stateless

A single interface for querying diverse data sources and seamlessly integrating them into efficient processing pipelines

Modular Architecture with Customizable Data Adapters

Have a niche or proprietary integration in mind?

Simplify Workflow Complexity with Syncraft's JSON-Like Syntax

Query & Select

Remap

If - Else

Filter

Looping Pipeline

Serial

Parallel

Race

Real-Time Consolidation and Transformation of Fragmented Data

No External Tools

Declarative Definition

Precisely Formatted Data

Parallelization

No Performance Overhead

Data Observability

Upcoming Features

Data Stream Processing

AI Driven Adapter Generation

Beyond Zero Performance Overhead

NLQ Support

Light as a Feather

Deploy Anywhere

Stateless

Real-Time Consolidation and
Transformation of Fragmented Data