drishti-ai-sdk 0.1.2

India's AI agent observability SDK — INR-native, 2 lines of code

drishti-ai-sdk

India's AI Agent Observability SDK — See inside your AI agent. 2 lines of code. INR-native. Zero config.

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Installation

pip install drishti-ai-sdk

Quick Start

from drishti import Drishti

drishti = Drishti(api_key="dk_live_...")

with drishti.trace("handle_user_query", input=user_query) as trace:
    result = agent.run(user_query)
    trace.set_output(result)
# Done! Trace appears in your dashboard at drishti.dev

Step-by-Step Tracing

with drishti.trace("rag_pipeline", input=question) as trace:
    
    with trace.step("memory_lookup", "memory") as step:
        context = vector_db.search(question, top_k=5)
        step.set_output({"chunks": len(context)})
    
    with trace.step("llm_call", "llm") as step:
        response = openai.chat.completions.create(
            model="gpt-4o-mini",
            messages=[{"role": "user", "content": question}]
        )
        step.record_llm(
            "gpt-4o-mini",
            tokens_input=response.usage.prompt_tokens,
            tokens_output=response.usage.completion_tokens,
        )
    
    trace.set_output(response.choices[0].message.content)

Decorator Pattern

@drishti.watch
def run_agent(query: str) -> str:
    return agent.run(query)

# Auto-traced on every call
result = run_agent("What is the weather in Mumbai?")

INR Cost Tracking

Every trace automatically shows cost in ₹ — no manual calculation needed.

Supported models:

• OpenAI: GPT-4o, GPT-4o-mini, O1, O3-mini, and more
• Anthropic: Claude Opus 4, Claude Sonnet 4, Claude Haiku 4
• Google: Gemini 2.0 Flash, Gemini 2.5 Pro
• DeepSeek: DeepSeek V3, R1
• Meta: Llama 3.3, 3.1 series
• Mistral: Mistral Large, Small, Mixtral

Environment Variables

DRISHTI_API_KEY=dk_live_your_key_here
DRISHTI_ENDPOINT=https://drishti-backend.3fks.onrender.com  # optional

Graceful Failure

If Drishti's server is down, your agent keeps working. All sends are async in a background thread and never block your code.

Dashboard

Get your API key at drishti.dev

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Built with ❤️ for Indian developers.