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XU

Xupeng (Tony) Tong

Tier 3 (Nurture)Unclaimed Profile

@tonyabracadabra

Hacker @string-analytics

STRING Wonderland 29 stars On GitHub since 2014

Analyzed 4h ago

LLM Providers

1

Models Detected

1

AI Repos

2

Est. Monthly Cost

$82.5

AI Sophistication
33%

Basic API

Direct LLM API calls

Frameworks

Using LLM frameworks (LangChain, etc.)

Embeddings

Embedding models for semantic search

RAG

Retrieval-augmented generation with vector stores

Agents

Autonomous agent frameworks

Multi-Provider

Using 3+ LLM providers

Architecture Overview

LLM Providers

OpenAI

Models

gpt-4o

Frameworks

Vercel AI
Provider Usage Across Repos
OpenAI2 repos
ai-saas-starterweather-agent-example
Model Diversity
1 models

OpenAI

gpt-4o(2)
Interactive Cost Calculator

Estimate costs using published model pricing and your own volume inputs.

Model

Daily API Calls

1,000
10100K

Avg Tokens per Request

1,000
10010,000

gpt-4o pricing

Input: $2.5/1M tokens  ·  Output: $10/1M tokens

These estimates use published model pricing. Actual costs depend on your call volume, prompt length, and response size.