adeptiv-ai-evaluator-sdk 1.12.0.dev1

Adeptiv GenAI tracing SDK for LLMs, agents, and AI workflows

Adeptiv GenAI Tracing SDK

Adeptiv GenAI is a lightweight, vendor-neutral OpenTelemetry tracing SDK for LLMs, agents, and AI workflows.

It captures latency, execution flow, hashes, and metadata for all AI use cases.

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Key Features

• Trace-only observability (no response normalization)
• Works with any LLM (OpenAI, Anthropic, Gemini, local models)
• Supports chat, summarization, agents, tools, RAG
• Sync & async compatible
• Enterprise-safe (hashing, redaction, previews)
• OpenTelemetry compatible

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This ensures zero lock-in and maximum compatibility.

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Installation

pip install adeptiv-ai-evaluator-sdk

Adeptiv GenAI Tracing SDK

Tracing an LLM Call

SDK configuration

config.api_key = "" #project Key 
config.project_name = "customer-support-bot" # Project Name


from adeptiv_evaluator_sdk import trace_llm

@trace_llm(model="gpt-4o", operation="chat", workflow_id="")
def chat(prompt):
    return llm.invoke(prompt)

chat("Hello world")

# Adeptiv GenAI Tracing Agents SDK

from adeptiv_evaluator_sdk import trace_llm

@trace_agent("support_agent", model="gpt-4o",workflow_id="")
async def run_agent(query):
    return await agent.run(query)