Sergey Inozemtsev

AI Backend Engineer (Python) | LLM Integration | Creator of LLM API Adapter

Israel Joined on Nov 14, 2024 https://www.linkedin.com/in/inozemtsev-sergey/

Sergey Inozemtsev

Oct 3

LLM function calling in Python across 9 providers without rewriting your tool loop

#python #llm #api #tutorial

6 min read

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Sergey Inozemtsev

Aug 31

Structured outputs across OpenAI, Claude, and Gemini: one portable JSON schema in Python

#python #ai #opensource #api

8 min read

Sergey Inozemtsev

Jul 27

How to send images and PDFs to OpenAI, Claude, and Gemini APIs using the same Python code

#python #ai #tutorial #opensource

6 min read

Sergey Inozemtsev

Jul 22

Multi-provider LLM resilience in Python without provider-specific code

#python #llm #opensource #ai

11 min read

Summer Bug Smash: Smash Stories 🐛🛹

Sergey Inozemtsev

Jul 17

Gemini returned 429 at 2.3% of its documented quota. My retry loop ran for 4 days.

#bugsmash #devchallenge #googlecloud #gemini

6 min read

Sergey Inozemtsev

Jul 7

Claude Fable 5 refuses tool calls based on semantics, not logic

#llm #python #claude #api

3 min read

Sergey Inozemtsev

Jun 1

RAG on call transcripts: utterance-aware chunking and hybrid retrieval in production

#rag #python #opensource #llm

6 min read

Sergey Inozemtsev

Mar 12

One Tool Calling Interface for OpenAI, Claude, and Gemini

#python #opensource #openai #gemini

3 min read

Sergey Inozemtsev

Feb 10

Clean Architecture for AI Agents with Convo-Lang

#ai #llm #architecture #python

5 min read

Sergey Inozemtsev

Jan 4

Prompts are logic, not strings: Why I contributed to Convo-Lang

#architecture #llm #promptengineering #softwareengineering

3 min read

Sergey Inozemtsev

Dec 24 '25

How I built a bulletproof CI/CD for my LLM Python library

#python #opensource #cicd #devops

2 min read

Sergey Inozemtsev

Dec 14 '25

Python LLM: reasoning is disabled by default in llm-api-adapter

#performance #api #python #llm

2 min read

Sergey Inozemtsev

Nov 5 '25

Structured prompts: how YAML cut my LLM costs by 30%

#llm #performance #productivity

3 min read

Sergey Inozemtsev

Nov 4 '25

Unifying 3 LLM APIs in Python: OpenAI, Anthropic & Google with one SDK

#python #openai #anthropic #gemini

2 min read

Sergey Inozemtsev

Nov 14 '24

LLM API Adapter SDK for Python

2 min read

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Sergey Inozemtsev

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Writing Debut

LLM function calling in Python across 9 providers without rewriting your tool loop

Want to connect with Sergey Inozemtsev?

Structured outputs across OpenAI, Claude, and Gemini: one portable JSON schema in Python

How to send images and PDFs to OpenAI, Claude, and Gemini APIs using the same Python code

Multi-provider LLM resilience in Python without provider-specific code

Gemini returned 429 at 2.3% of its documented quota. My retry loop ran for 4 days.

Claude Fable 5 refuses tool calls based on semantics, not logic

RAG on call transcripts: utterance-aware chunking and hybrid retrieval in production

One Tool Calling Interface for OpenAI, Claude, and Gemini

Clean Architecture for AI Agents with Convo-Lang

Prompts are logic, not strings: Why I contributed to Convo-Lang

How I built a bulletproof CI/CD for my LLM Python library

Python LLM: reasoning is disabled by default in llm-api-adapter

Structured prompts: how YAML cut my LLM costs by 30%

Unifying 3 LLM APIs in Python: OpenAI, Anthropic & Google with one SDK

LLM API Adapter SDK for Python