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What is Langtrace?
Langtrace is an open-source platform focused on observability and evaluations specifically for AI agents. It provides developers with the necessary tools and insights to transition AI prototypes into robust, enterprise-ready applications. The platform aids in monitoring crucial performance metrics, evaluating model accuracy, and ensuring the overall security and efficiency of AI systems.
Featuring straightforward integration through SDKs for Python and TypeScript, Langtrace requires minimal setup effort, often just two lines of code. It automatically traces the generative AI stack, surfacing relevant metadata for comprehensive analysis. Designed with enterprise needs in mind, Langtrace emphasizes security, boasting SOC2 Type II compliance and utilizing industry-standard encryption protocols to protect user data.
Features
- Open Source Platform: Fully accessible source code on GitHub for customization, audit, and contribution.
- Observability & Tracing: Automatically traces the GenAI stack, tracks vital metrics like token usage, cost, latency, and accuracy via dashboards.
- AI Evaluations: Measure baseline performance, curate datasets for automated evaluations, and support finetuning.
- Prompt Version Control: Store, version, deploy, and roll back prompts easily.
- Prompt Playground: Compare the performance of different prompts across various models.
- Simple Integration: SDKs available for Python and TypeScript requiring minimal code for setup.
- Broad Framework Support: Integrates with popular frameworks (CrewAI, DSPy, LlamaIndex, Langchain), LLMs, and vector databases.
- Enterprise Security: SOC2 Type II certified with industry-leading security protocols and encryption.
Use Cases
- Monitoring AI agent performance and operational costs.
- Evaluating the accuracy and safety of LLM applications.
- Debugging issues within complex AI agent workflows.
- Comparing prompts and models to optimize AI responses.
- Managing and versioning prompts used in AI applications.
- Ensuring security and compliance for enterprise-level AI deployments.
- Improving AI prototypes for production readiness and scalability.
FAQs
-
What is Langtrace?
Langtrace is an Open Source Observability and Evaluations Platform for AI Agents, designed to help transform AI prototypes into enterprise-grade products. -
What frameworks does Langtrace support?
Langtrace supports CrewAI, DSPy, LlamaIndex & Langchain, along with a wide range of LLM providers and VectorDBs. -
Is Langtrace secure?
Yes, Langtrace is designed with enterprise-grade security, is SOC2 Type II certified, and uses industry-leading security protocols and encryption standards. -
Is Langtrace open source?
Yes, Langtrace is proudly open source, with its source code fully accessible on GitHub.
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