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GraphBit

Generative AI Agents

The Ultra-Efficient, Developer-First, Enterprise-Grade Agentic AI Framework.

Product Owner
I
Imrul Kayes
LocationMunich, Germany
Employees11-50 employees

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GraphBit simplifies the complexity of creating production-ready AI agents by offering a high-performance framework built in Rust (for speed and concurrency) and wrapped with Python interfaces (for ease of use). It includes features like strong type safety, multi-LLM orchestration, observability, retry and error handling, and memory-efficient execution—ideal for demanding enterprise environments.

Key Features:

  • High Performance - CPU Efficiency 14× faster than LangChain and ~11× faster than Pydantic AI, RAM Usage Minutes vs competitors. Throughput Matches or exceeds alternatives.

  • Strong Typing & Reliability - Declarative architecture with type safety, circuit breakers, retries, and error policies.

  • Multi-LLM Orchestration - Supports LLMs from OpenAI, Anthropic, Hugging Face, and more.

  • Observability & Auditing - Execution tracing, performance metrics, audit logs, drift detection.

  • Advanced Data Layer - Unified interface across vector stores (pgvector, Qdrant, Weaviate, Elasticsearch), hybrid recall, versioned memory, caching, real-time ingestion, and encryption.

  • Rich Connectors & Use Cases - Supports AWS, Azure, GCP, and vector DBs for building multi-agent content pipelines, analytics workflows, and multi-provider LLM systems.

  • Enterprise Readiness - Designed for scalable workloads, with support for security, monitoring, and resilience in production environments.

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