How to Guides
Collection of guides to help you get started with Langtrace.
Languages
Tracing features
Generate API Key
Generate an API key for Langtrace Cloud
Annotate & Measure
How to annotate traces and measure performance
Run Evaluations
How to run evaluations on annotated datasets
Compare Evaluations
How to compare evaluations run on different models
Attach User ID to Traces
How to attach user IDs to traces
Attach Prompt IDs and Versions to Traces
How to attach prompt IDs and versions to traces
Pass User Feedback
How to pass user feedback to Langtrace
Add Additional Attributes to Traces
How to add additional attributes to traces
Set Custom Span Names
How to set custom names to traces
Group Related Operations
How to group related operations
Filter by Session ID
How to filter traces by session ID
Disable Tracing For Functions
How to disable tracing for functions
Disable Tracing Specific Vendors
How to disable tracing for specific vendors
Send OpenAI Chat Completion Traces
How to send and monitor OpenAI chat completion traces
How to Send Traces
How to send traces
Manage & Version Prompts
How to manage and version prompts
Model Playground
How to use the model playground, import prompts and conversations.
LLM Foundation Models
Integrate Langtrace with leading foundation models to power your AI applications:
OpenAI
How to setup and trace OpenAI models
Anthropic
Setup and tracing for Anthropic’s Claude models
Azure OpenAI
Integrate with Azure-hosted OpenAI models
Cohere
Implement and trace Cohere’s language models
Groq
Harness Groq’s high-speed inference engine
Ollama
Run and trace open-source models locally with Ollama
Perplexity
Leverage Perplexity AI’s advanced language models
xAI
Leverage xAI’s advanced language models
LLM Frameworks
Integrate Langtrace with powerful LLM frameworks to build sophisticated AI-powered applications.
Vector DBs
Integrate Langtrace with popular vector stores for efficient tracing and debugging of similarity search and retrieval.
Web Frameworks
Integrate Langtrace with popular web frameworks to add AI capabilities to your web applications:
Observabililty Tools
Integrate Langtrace with powerful observability platforms to gain insights, monitor performance, and troubleshoot issues.
Self-hosting
Refer to the self-hosting section to learn how to deploy Langtrace on your own infrastructure.