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Tom Faulkner

HireableTier 3 (Nurture)Unclaimed Profile

@tomfaulkner

Software / Network Engineer, Automation guy, kind of a nerd, interested in security, IoT, and doing cool things rather than stupid "smart" things.

Monroe, LA 25 followers 5 stars On GitHub since 2015
tomfaulkner@gmail.com http://tomfaulkner.org

Analyzed just now

LLM Providers

2

Models Detected

2

AI Repos

1

Est. Monthly Cost

$79.8

AI Sophistication
50%

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

OpenAIAnthropic

Models

gpt-4oclaude-4-sonnet

Vector Stores

Provider Usage Across Repos
OpenAI1 repo
llmoverflow
Anthropic1 repo
llmoverflow
Model Diversity
2 models

OpenAI

gpt-4o(1)

Anthropic

claude-4-sonnet(1)
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.

pgvector

Embeddings

OpenAI Tokenizer