Move commands to run LLMs to llmfile using invoke-llm

Closes #8

Author: egorsmkv

.env.example

@@ -1,2 +1,3 @@
-GEMINI_API_KEY=
-HF_TOKEN=
+API_TOKEN_GOOGLE=
+API_TOKEN_HF=
+API_TOKEN_OAI=

.llms/inference/hf.py

@@ -1,6 +1,6 @@
 # Extract frames
 
-[![unit tests](https://github.com/egorsmkv/read-video-rs/actions/workflows/test.yaml/badge.svg)](https://github.com/egorsmkv/read-video-rs/actions/workflows/test.yaml)
+[![unit tests](https://github.com/egorsmkv/extract-frames-rs/actions/workflows/test.yaml/badge.svg)](https://github.com/egorsmkv/extract-frames-rs/actions/workflows/test.yaml)
 [![security audit](https://github.com/egorsmkv/extract-frames-rs/actions/workflows/audit.yaml/badge.svg)](https://github.com/egorsmkv/extract-frames-rs/actions/workflows/audit.yaml)
 
 A Rust-based command-line application for extracting frames from video files
@@ -76,9 +76,10 @@ To contribute to this project, you'll need:
 
 1. Rust toolchain (nightly version recommended)
 2. `cargo install action-validator dircat just`
-3. `cargo install --git https://github.com/ytmimi/markdown-fmt markdown-fmt --features="build-binary"`
-4. `brew install lefthook` (for pre-commit hooks)
-5. [gemma-cli](https://github.com/egorsmkv/gemma-cli) (for LLM interactions)
+3. `carcargo install --git https://github.com/RustedBytes/invoke-llm`
+4. `cargo install --git https://github.com/ytmimi/markdown-fmt markdown-fmt
+   --features="build-binary"`
+5. `brew install lefthook` (for pre-commit hooks)
 6. [yamlfmt](https://github.com/google/yamlfmt) (for YAML formatting)
 
 ## Building and Testing

README.md

@@ -10,11 +10,15 @@ check: fmt
 check_fmt:
     cargo +nightly fmt -- --check
 
-fmt_yaml:
+yaml_fmt:
     yamlfmt lefthook.yml
     yamlfmt -dstar .github/**/*.{yaml,yml}
 
-fmt: fmt_yaml
+md_fmt:
+    markdown-fmt -m 80 CONTRIBUTING.md
+    markdown-fmt -m 80 README.md
+
+fmt: yaml_fmt
     cargo +nightly fmt
 
 test:
@@ -31,41 +35,3 @@ release: check
 
 download_test_video:
     wget -O "video.mp4" "https://commondatastorage.googleapis.com/gtv-videos-bucket/sample/ElephantsDream.mp4"
-
-llm_ctx:
-    dircat -b -e rs -o ctx.md .
-
-llm_grammar_check: llm_ctx
-    gemma-cli -model=gemma-3-12b-it -prompt=.llms/prompts/grammar_check.md -input=ctx.md -output=.llms/grammar_check.md
-
-llm_non_idiomatic: llm_ctx
-    gemma-cli -model=gemini-2.5-pro -prompt=.llms/prompts/non_idiomatic.md -input=ctx.md -output=.llms/non_idiomatic.md
-
-llm_improve_comments: llm_ctx
-    gemma-cli -model=gemma-3-12b-it -prompt=.llms/prompts/improve_comments.md -input=ctx.md -output=.llms/improve_comments.md
-
-llm_llama_grammar_check: llm_ctx
-    python3 .llms/inference/hf.py --model "meta-llama/Llama-4-Scout-17B-16E-Instruct:cerebras" --prompt=.llms/prompts/grammar_check.md --input=ctx.md --output=.llms/llama_grammar_check.md
-
-llm_maverick_tests_enhancement: llm_ctx
-    python3 .llms/inference/hf.py --model "meta-llama/Llama-4-Maverick-17B-128E-Instruct:cerebras" --max_tokens 65000 --prompt=.llms/prompts/enhance_tests.md --input=ctx.md --output=.llms/maverick_tests_enhancement.md
-
-llm_maverick_enhance_readme: llm_ctx
-    echo "" >> ctx.md
-    echo "Source of of README file:" >> ctx.md
-    echo  "\`\`\`markdown" >> ctx.md
-    cat README.md >> ctx.md
-    echo "\`\`\`" >> ctx.md
-    python3 .llms/inference/hf.py --model "meta-llama/Llama-4-Maverick-17B-128E-Instruct:cerebras" --max_tokens 8000 --prompt=.llms/prompts/enhance_readme.md --input=ctx.md --output=.llms/maverick_readme.md
-
-llm_qwen3_coder_non_idiomatic: llm_ctx
-    python3 .llms/inference/hf.py --model "Qwen/Qwen3-Coder-480B-A35B-Instruct:novita" --prompt=.llms/prompts/non_idiomatic.md --input=ctx.md --output=.llms/qwen3_non_idiomatic.md
-
-llm_qwen3_coder_improve_comments: llm_ctx
-    python3 .llms/inference/hf.py --model "Qwen/Qwen3-Coder-480B-A35B-Instruct:novita" --prompt=.llms/prompts/improve_comments.md --input=ctx.md --output=.llms/qwen3_improve_comments.md
-
-llm_qwen3_code_review: llm_ctx
-    python3 .llms/inference/hf.py --model "Qwen/Qwen3-Coder-480B-A35B-Instruct:novita" --prompt=.llms/prompts/code_review.md --input=ctx.md --output=.llms/qwen3_code_review.md
-
-llm_glm45air_code_review: llm_ctx
-    python3 .llms/inference/hf.py --model "zai-org/GLM-4.5-Air-FP8:together" --max_tokens 96000 --prompt=.llms/prompts/code_review.md --input=ctx.md --output=.llms/glm45air_code_review.md

justfile

@@ -0,0 +1,34 @@
+set dotenv-load := true
+
+gen_ctx:
+    dircat -b -e rs -o ctx.md .
+
+code_review: gen_ctx
+    invoke-llm -e hf -m "Qwen/Qwen3-Coder-480B-A35B-Instruct:novita" -t 20000 -p .llms/prompts/code_review.md -i ctx.md -o .llms/qwen3_code_review.md
+
+gemma_grammar_check: gen_ctx
+    invoke-llm -e google -m "gemma-3-12b-it" -t 4000 -p .llms/prompts/grammar_check.md -i ctx.md -o .llms/gemma_grammar_check.md
+
+llama_grammar_check: gen_ctx
+    invoke-llm -e hf -m "meta-llama/Llama-4-Scout-17B-16E-Instruct:cerebras" -t 4000 -p .llms/prompts/grammar_check.md -i ctx.md -o .llms/llama_grammar_check.md
+
+qwen3_coder_improve_comments: gen_ctx
+    invoke-llm -e hf -m "Qwen/Qwen3-Coder-480B-A35B-Instruct:novita" -t 20000 -p .llms/prompts/improve_comments.md -i ctx.md -o .llms/qwen3_coder_improve_comments.md
+
+glm_air_code_review: gen_ctx
+    invoke-llm -e hf -m "zai-org/GLM-4.5-Air-FP8:together" -t 96000 -p .llms/prompts/code_review.md -i ctx.md -o .llms/glm_air_code_review.md
+
+maverick_enhance_readme: gen_ctx
+    echo "" >> ctx.md
+    echo "Source of of README file:" >> ctx.md
+    echo  "\`\`\`markdown" >> ctx.md
+    cat README.md >> ctx.md
+    echo "\`\`\`" >> ctx.md
+
+    invoke-llm -e hf -m "meta-llama/Llama-4-Maverick-17B-128E-Instruct:cerebras" -t 8000 -p .llms/prompts/enhance_readme.md -i ctx.md -o .llms/maverick_readme.md
+
+maverick_tests_enhancement: gen_ctx
+    invoke-llm -e hf -m "meta-llama/Llama-4-Maverick-17B-128E-Instruct:cerebras" -t 65000 -p .llms/prompts/enhance_tests.md -i ctx.md -o .llms/maverick_tests_enhancement.md
+
+qwen3_coder_non_idiomatic: gen_ctx
+    invoke-llm -e hf -m "Qwen/Qwen3-Coder-480B-A35B-Instruct:novita" -t 20000 -p .llms/prompts/non_idiomatic.md -i ctx.md -o .llms/qwen3_non_idiomatic.md