LLM Call

LLM Call

Call your own LLM APIs from Claude Code for tasks that don't need Opus.

First-time Setup

On first use, run the interactive init to configure providers:

python scripts/init.py

This creates ~/.config/llm-call/config.json with API endpoints and keys. To view or export config:

python scripts/init.py --show    # Show config (keys masked)
python scripts/init.py --env     # Print env export commands
python scripts/init.py --add qwen  # Add single provider

Usage

Single call

# Direct question
python scripts/llm_call.py "What is RAG?"

# Translate a file (auto-detects file path)
python scripts/llm_call.py --task translate article.md

# Specify provider
python scripts/llm_call.py -p qwen --task summarize article.md

# Custom system prompt + file input
python scripts/llm_call.py -s "You are a translator" -f article.md "Translate to Chinese"

# Stream output
python scripts/llm_call.py --stream "Explain transformers"

# Write to file
python scripts/llm_call.py --task translate article.md -o translated.md

# Pipe input
cat article.md | python scripts/llm_call.py --task summarize

Batch processing

python scripts/llm_call.py --task translate --batch "articles/*.md" -o ./output/

Help

python scripts/llm_call.py --list-providers
python scripts/llm_call.py --list-tasks

Environment Variables

Provider config via env vars (overrides config.json):

Example: LLM_DEEPSEEK_BASE_URL=http://server:5001/v1

Preset Tasks

See references/tasks.md for detailed templates.