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

Project description

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.


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

This ensures zero lock-in and maximum compatibility.


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)

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