{"repo":"botanu-ai/botanu-sdk-python","free":true,"listed":false,"github":"https://github.com/botanu-ai/botanu-sdk-python","clone":"git clone https://github.com/botanu-ai/botanu-sdk-python.git","description":"SDK to track cost-per-outcome for AI workflows","language":"Python","stars":18,"topics":["ai-ops","cloud-cost-efficiency","cost-optimization","enterprise-solutions","finops","genai","genai-usecase","llm","machine-learning","observability"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"botanu SDK for Python botanu is platform that helps AI companies understand the real cost of their AI features per customer, enabling outcome-based pricing and smarter scaling. This SDK is built on OpenTelemetry for event-level cost attribution for AI workflow. For more email- deborah@botanu.ai Getting Started An event is one business transaction — resolving a support ticket, processing an order, generating a report. Each event may involve multiple runs (LLM calls, retries, sub-workflows) across multiple services. By correlating every run to a stable event id , Botanu gives you per-event cost attribution and outcome tracking without sampling artefacts. Install An event is one business transaction — resolving a support ticket, processing an order, generating a report. Each event may involve multiple runs (LLM calls, retries, sub-workflows) across multiple services. By correlating every run to a stable event id , botanu gives you per-event cost attribution and outcome tracking without sampling artifacts. Wrap your agent: That single wrap captures every LLM call, HTTP call, and DB call inside and stamps them with event id , customer id , and workflow . Decorator form Works for both sync and async def functions. Multi-phase workflows See the Quickstart for the full five-minute walkthrough. Documentation Topic --- --- Installation Install and configure Quickstart Zero-to-first-trace in five minutes Configuration Env vars, YAML, trusted-host auth Run Context Events, runs, retries, ","default_branch":null,"files":null,"tree":[],"storefront":"/r/botanu-ai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/botanu-ai/botanu-sdk-python/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}