VerifAI SDK

VerifAI SDK provides automatic tracing and evaluation for your AI/LLM applications. With one line of code, capture all LLM calls and send them to the VerifAI platform for analysis.

Installation

pip install verifai-sdk

Quick Start

import verifai
from openai import OpenAI

# 1. Initialize (one line!)
verifai.auto_instrument(
    project_name="my_project",
    capture_content=True
)

# 2. Use your AI libraries as usual
client = OpenAI()
response = client.chat.completions.create(
    model="gpt-4",
    messages=[{"role": "user", "content": "Hello!"}]
)

# Traces are automatically sent to VerifAI! ✨

Configuration

Set your API key as an environment variable:

export VERIFAI_API_KEY="your_api_key_here"
export VERIFAI_API_URL="http://localhost:8000"  # Optional

Supported Frameworks

✅ OpenAI
✅ Anthropic
✅ LangChain
✅ LlamaIndex
✅ Custom agents (via @verifai.trace decorator)

Manual Tracing

For custom agent logic:

@verifai.trace
def my_agent(query: str):
    # Your agent logic here
    return result

License

Apache 2.0

Release files for verifai-llm-sdk 0.2.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for verifai-llm-sdk 0.2.2
File	Size	Uploaded
verifai_llm_sdk-0.2.2.tar.gz	8.3 kB	Jan 9, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for verifai-llm-sdk 0.2.2
File	Interpreter	ABI	Platform	Reset
verifai_llm_sdk-0.2.2-py3-none-any.whl 8.6 kB Jan 9, 2026	Python 3	none	any	Details

Total release size: 16.9 kB

Release files / verifai_llm_sdk-0.2.2.tar.gz

Download URL	verifai_llm_sdk-0.2.2.tar.gz
Size	8.3 kB
Tags	Source
SHA-256 checksum How to use checksums	`700291afa16c6f51c12323555463d996d36d4a8696b330eb7418152fcccdc0b6`
BLAKE2b-256 checksum How to use checksums	`07a7957817ea6a6aa0b7a5275cec8af8ecc71f5fc61ec658e3778b1cc3fd6727`
Upload date	Jan 9, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.2.0 CPython/3.12.7`

Release files / verifai_llm_sdk-0.2.2-py3-none-any.whl

Download URL	verifai_llm_sdk-0.2.2-py3-none-any.whl
Size	8.6 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`e79bf32231d933395abe844e3fd756865c57601fb840d9dc87c19bb4c57d20e7`
BLAKE2b-256 checksum How to use checksums	`98bd7e2c1baff9e83da6a47dc80a1ebcab4fdb5f7557725ad679488be571e800`
Upload date	Jan 9, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.2.0 CPython/3.12.7`