# Overview

> Explore how to log, visualize, and evaluate LLM calls and RAG pipelines using Opik's robust integrations with popular frameworks.

Opik helps you easily log, visualize, and evaluate everything from raw LLM calls to advanced RAG pipelines and complex agentic systems through a robust set of integrations with popular frameworks and tools.

## <Icon icon="fa-brands fa-js" /> TypeScript

### Frameworks

<CardGroup cols={3}>
  <Card title="BeeAI" href="/docs/opik/integrations/beeai-typescript" />

  <Card title="LangChain" href="/docs/opik/integrations/langchainjs" />

  <Card title="Mastra" href="/docs/opik/integrations/mastra" />

  <Card title="Vercel AI SDK" href="/docs/opik/integrations/vercel-ai-sdk" />
</CardGroup>

### Model Providers

<CardGroup cols={3}>
  <Card title="Cloudflare Workers AI" href="/docs/opik/integrations/cloudflare-workers-ai" />

  <Card title="Gemini" href="/docs/opik/integrations/gemini-typescript" />

  <Card title="OpenAI" href="/docs/opik/integrations/openai-typescript" />
</CardGroup>

### Manual Integration

<CardGroup cols={3}>
  <Card title="TypeScript SDK" href="/docs/opik/reference/typescript-sdk" />
</CardGroup>

## <Icon icon="fa-brands fa-python" /> Python

### Frameworks

<CardGroup cols={3}>
  <Card title="AG2" href="/docs/opik/integrations/ag2" />

  <Card title="Agno" href="/docs/opik/integrations/agno" />

  <Card title="BeeAI" href="/docs/opik/integrations/beeai" />

  <Card title="Autogen" href="/docs/opik/integrations/autogen" />

  <Card title="CrewAI" href="/docs/opik/integrations/crewai" />

  <Card title="DSPy" href="/docs/opik/integrations/dspy" />

  <Card title="Google Agent Development Kit" href="/docs/opik/integrations/adk" />

  <Card title="Haystack" href="/docs/opik/integrations/haystack" />

  <Card title="Harbor" href="/docs/opik/integrations/harbor" />

  <Card title="Instructor" href="/docs/opik/integrations/instructor" />

  <Card title="LangChain" href="/docs/opik/integrations/langchain" />

  <Card title="LangGraph" href="/docs/opik/integrations/langgraph" />

  <Card title="LiveKit Agents" href="/docs/opik/integrations/livekit" />

  <Card title="Llama Index" href="/docs/opik/integrations/llama_index" />

  <Card title="Microsoft Agent Framework" href="/docs/opik/integrations/microsoft-agent-framework" />

  <Card title="OpenAI Agents" href="/docs/opik/integrations/openai_agents" />

  <Card title="Pipecat" href="/docs/opik/integrations/pipecat" />

  <Card title="Pydantic AI" href="/docs/opik/integrations/pydantic-ai" />

  <Card title="Semantic Kernel" href="/docs/opik/integrations/semantic-kernel" />

  <Card title="Smolagents" href="/docs/opik/integrations/smolagents" />

  <Card title="Strands Agents" href="/docs/opik/integrations/strands-agents" />

  <Card title="VoltAgent" href="/docs/opik/integrations/voltagent" />
</CardGroup>

### Model Providers

<CardGroup cols={3}>
  <Card title="Anthropic" href="/docs/opik/integrations/anthropic" />

  <Card title="Bedrock" href="/docs/opik/integrations/bedrock" />

  <Card title="BytePlus" href="/docs/opik/integrations/byteplus" />

  <Card title="Cohere" href="/docs/opik/integrations/cohere" />

  <Card title="DeepSeek" href="/docs/opik/integrations/deepseek" />

  <Card title="Fireworks AI" href="/docs/opik/integrations/fireworks-ai" />

  <Card title="Gemini" href="/docs/opik/integrations/gemini" />

  <Card title="Groq" href="/docs/opik/integrations/groq" />

  <Card title="Mistral AI" href="/docs/opik/integrations/mistral" />

  <Card title="Novita AI" href="/docs/opik/integrations/novita-ai" />

  <Card title="Ollama" href="/docs/opik/integrations/ollama" />

  <Card title="OpenAI" href="/docs/opik/integrations/openai" />

  <Card title="Predibase" href="/docs/opik/integrations/predibase" />

  <Card title="Together AI" href="/docs/opik/integrations/together-ai" />

  <Card title="WatsonX" href="/docs/opik/integrations/watsonx" />

  <Card title="xAI Grok" href="/docs/opik/integrations/xai-grok" />
</CardGroup>

### Dataset Management

<CardGroup cols={3}>
  <Card title="Gretel" href="/docs/opik/integrations/gretel" />

  <Card title="Hugging Face Datasets" href="/docs/opik/integrations/huggingface-datasets" />
</CardGroup>

### Evaluation

<CardGroup cols={3}>
  <Card title="Ragas" href="/docs/opik/integrations/ragas" />
</CardGroup>

### Gateways

<CardGroup cols={3}>
  <Card title="Opik LLM Gateway" href="/docs/opik/integrations/opik-llm-gateway" />

  <Card title="Kong AI Gateway" href="/docs/opik/integrations/kong-ai-gateway" />

  <Card title="AISuite" href="/docs/opik/integrations/aisuite" />

  <Card title="Anannas AI" href="/docs/opik/integrations/anannas" />

  <Card title="Helicone" href="/docs/opik/integrations/helicone" />

  <Card title="LiteLLM" href="/docs/opik/integrations/litellm" />

  <Card title="OpenRouter" href="/docs/opik/integrations/openrouter" />

  <Card title="Portkey" href="/docs/opik/integrations/portkey" />

  <Card title="TrueFoundry" href="/docs/opik/integrations/truefoundry" />

  <Card title="Vercel AI Gateway" href="/docs/opik/integrations/vercel-ai-gateway" />
</CardGroup>

### Other

<CardGroup cols={3}>
  <Card title="Guardrails AI" href="/docs/opik/integrations/guardrails-ai" />
</CardGroup>

### Manual Integration

<CardGroup cols={3}>
  <Card title="Python SDK" href="https://www.comet.com/docs/opik/python-sdk-reference/" />

  <Card title="OpenTelemetry Python SDK" href="/docs/opik/integrations/opentelemetry-python-sdk" />
</CardGroup>

## <Icon icon="fa-brands fa-java" /> Java

<CardGroup cols={3}>
  <Card title="Spring AI" href="/docs/opik/integrations/spring-ai" />
</CardGroup>

## <Icon icon="fa-solid fa-code" /> .NET

### Frameworks

<CardGroup cols={3}>
  <Card title="Microsoft Agent Framework" href="/docs/opik/integrations/microsoft-agent-framework-dotnet" />
</CardGroup>

## <Icon icon="fa-solid fa-gem" /> Ruby

<CardGroup cols={3}>
  <Card title="OpenTelemetry Ruby SDK" href="/docs/opik/integrations/opentelemetry-ruby-sdk" />
</CardGroup>

## <Icon icon="fa-solid fa-wand-magic-sparkles" /> No-Code

<CardGroup cols={3}>
  <Card title="Cursor" href="/docs/opik/integrations/cursor" />

  <Card title="Dify" href="/docs/opik/integrations/dify" />

  <Card title="Flowise" href="/docs/opik/integrations/flowise" />

  <Card title="Langflow" href="/docs/opik/integrations/langflow" />

  <Card title="n8n" href="/docs/opik/integrations/n8n" />

  <Card title="OpenWebUI" href="/docs/opik/integrations/openwebui" />
</CardGroup>

## <Icon icon="fa-solid fa-globe" /> Multi-Language

<CardGroup cols={3}>
  <Card title="OpenTelemetry" href="/docs/opik/integrations/opentelemetry" />
</CardGroup>

If you would like to see more integrations, please open an issue on our [GitHub repository](https://github.com/comet-ml/opik/issues/new/choose).