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Choice of artefacts language #475

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41ee3dd
feature: Reports generation with selected language
korhenon Jun 20, 2026
f8a40da
refactor: Clean unnecessary comments
korhenon Jun 20, 2026
4739926
refactor: test fixes and formatting
korhenon Jun 20, 2026
e1efe19
refactor: some fixes
korhenon Jul 3, 2026
8a94547
Merge branch 'main' into choice-of-artefacts-language
korhenon Jul 3, 2026
acc78a3
refactor: black formatting
korhenon Jul 3, 2026
8d911c1
refactor: black formatting
korhenon Jul 3, 2026
de26b53
refactor: black formatting
korhenon Jul 3, 2026
d368978
refactor: minor changes
korhenon Jul 24, 2026
7ee2087
refactor: minor changes
korhenon Jul 30, 2026
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35 changes: 18 additions & 17 deletions README.md
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Expand Up @@ -194,23 +194,24 @@ documentation, see the [Workflow Generator README](./osa_tool/operations/codebas

### Configuration

| Flag | Description | Default |
|----------------------|-------------------------------------------------------------------------------------|--------------------------------|
| `-r`, `--repository` | URL of the GitHub/GitLab/Gitverse repository (**Mandatory**) | |
| `-b`, `--branch` | Branch name of the repository | Default branch |
| `-o`, `--output` | Path to the output directory | Current working directory |
| `--api` | LLM API service provider | `openai` |
| `--base-url` | URL of the provider compatible with API OpenAI | `https://openrouter.ai/api/v1` |
| `--model` | Specific LLM model to use | `gpt-3.5-turbo` |
| `--top_p` | Nucleus sampling probability | `0.95` |
| `--temperature` | Sampling temperature to use for the LLM output (0 = deterministic, 1 = creative). | `0.05` |
| `--max_tokens` | Maximum number of output tokens the model can generate in a single response | `4096` |
| `--context_window` | Total number of model context (Input + Output) | `16385` |
| `--attachment` | Path to a local PDF or .docx file, or a URL to a PDF resource | `None` |
| `-m`, `--mode` | Operation mode for repository processing: `basic`, `auto` (default), or `advanced`. | `auto` |
| `--delete-dir` | Enable deleting the downloaded repository after processing | `disabled` |
| `--no-fork` | Avoid create fork for target repository | `False` |
| `--no-pull-request` | Avoid create pull request for target repository | `False` |
| Flag | Description | Default |
|------------------------|-------------------------------------------------------------------------------------|--------------------------------|
| `-r`, `--repository` | URL of the GitHub/GitLab/Gitverse repository (**Mandatory**) | |
| `-b`, `--branch` | Branch name of the repository | Default branch |
| `-o`, `--output` | Path to the output directory | Current working directory |
| `--api` | LLM API service provider | `openai` |
| `--base-url` | URL of the provider compatible with API OpenAI | `https://openrouter.ai/api/v1` |
| `--model` | Specific LLM model to use | `gpt-3.5-turbo` |
| `--top_p` | Nucleus sampling probability | `0.95` |
| `--temperature` | Sampling temperature to use for the LLM output (0 = deterministic, 1 = creative). | `0.05` |
| `--max_tokens` | Maximum number of output tokens the model can generate in a single response | `4096` |
| `--context_window` | Total number of model context (Input + Output) | `16385` |
| `--attachment` | Path to a local PDF or .docx file, or a URL to a PDF resource | `None` |
| `-m`, `--mode` | Operation mode for repository processing: `basic`, `auto` (default), or `advanced`. | `auto` |
| `--delete-dir` | Enable deleting the downloaded repository after processing | `disabled` |
| `--no-fork` | Avoid create fork for target repository | `False` |
| `--no-pull-request` | Avoid create pull request for target repository | `False` |
| `--artefacts-language` | Language for report generation | `English` |

Also OSA supports custom configuration via TOML files. Use the `--config-file` option to specify a path to custom
configuration file. If no custom configuration file is provided, OSA will use the default configuration.
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35 changes: 18 additions & 17 deletions docs/index.md
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Expand Up @@ -157,23 +157,24 @@ documentation, see the [GitHub Action Workflow Generator README](workflow-genera

### Configuration

| Flag | Description | Default |
|----------------------|-------------------------------------------------------------------------------------|-----------------------------|
| `-r`, `--repository` | URL of the GitHub/GitLab/Gitverse repository (**Mandatory**) | |
| `-b`, `--branch` | Branch name of the repository | Default branch |
| `-o`, `--output` | Path to the output directory | Current working directory |
| `--api` | LLM API service provider | `itmo` |
| `--base-url` | URL of the provider compatible with API OpenAI | `https://api.openai.com/v1` |
| `--model` | Specific LLM model to use | `gpt-3.5-turbo` |
| `--top_p` | Nucleus sampling probability | `0.95` |
| `--temperature` | Sampling temperature to use for the LLM output (0 = deterministic, 1 = creative). | `0.05` |
| `--max_tokens` | Maximum number of output tokens the model can generate in a single response | `4096` |
| `--context_window` | Total number of model context (Input + Output) | `16385` |
| `--attachment` | Path to a local PDF or .docx file, or a URL to a PDF resource | `None` |
| `-m`, `--mode` | Operation mode for repository processing: `basic`, `auto` (default), or `advanced`. | `auto` |
| `--delete-dir` | Enable deleting the downloaded repository after processing | `disabled` |
| `--no-fork` | Avoid create fork for target repository | `False` |
| `--no-pull-request` | Avoid create pull request for target repository | `False` |
| Flag | Description | Default |
|------------------------|-------------------------------------------------------------------------------------|-----------------------------|
| `-r`, `--repository` | URL of the GitHub/GitLab/Gitverse repository (**Mandatory**) | |
| `-b`, `--branch` | Branch name of the repository | Default branch |
| `-o`, `--output` | Path to the output directory | Current working directory |
| `--api` | LLM API service provider | `itmo` |
| `--base-url` | URL of the provider compatible with API OpenAI | `https://api.openai.com/v1` |
| `--model` | Specific LLM model to use | `gpt-3.5-turbo` |
| `--top_p` | Nucleus sampling probability | `0.95` |
| `--temperature` | Sampling temperature to use for the LLM output (0 = deterministic, 1 = creative). | `0.05` |
| `--max_tokens` | Maximum number of output tokens the model can generate in a single response | `4096` |
| `--context_window` | Total number of model context (Input + Output) | `16385` |
| `--attachment` | Path to a local PDF or .docx file, or a URL to a PDF resource | `None` |
| `-m`, `--mode` | Operation mode for repository processing: `basic`, `auto` (default), or `advanced`. | `auto` |
| `--delete-dir` | Enable deleting the downloaded repository after processing | `disabled` |
| `--no-fork` | Avoid create fork for target repository | `False` |
| `--no-pull-request` | Avoid create pull request for target repository | `False` |
| `--artefacts-language` | Language for reports generation | `English` |

To learn how to work with the interactive CLI and view descriptions of all available keys, visit
the [CLI usage guide](scheduler/index.md).
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5 changes: 4 additions & 1 deletion osa_tool/config/prompts/analysis.toml
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Expand Up @@ -46,7 +46,7 @@ RULES:
- Be strictly factual about file presence
- Check for the presence of the directory with tests
- Prioritize 3 most critical recommendations

- Write text in values on {target_language}, except enum values Yes/No/Partial, names of files, directories and packages and operation identifiers
"""

after_report_summary_from_events_prompt = """
Expand All @@ -63,6 +63,7 @@ REQUIREMENTS:
- Keep it concise (about two short paragraphs)
- Do not use markdown
- Do not use bullet points or lists
- Write it on target language: {target_language}

OUTPUT:
Return ONLY JSON matching the system message schema.
Expand All @@ -81,6 +82,8 @@ REQUIREMENTS:
- Each performed operation must appear in exactly one block
- "tasks" must list operation names exactly as provided (strings)
- Do not invent operations
- Write descriptions on target language: {target_language}
- Use original task names, do not translate it

OUTPUT:
Return ONLY JSON matching the system message schema.
Expand Down
11 changes: 8 additions & 3 deletions osa_tool/config/settings/arguments.yaml
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Expand Up @@ -115,9 +115,9 @@ arguments:

settings:
use_single_model:
aliases: [ "--use-single-model" ]
type: flag
description: "Use the same model for all tasks (from default configuration)."
aliases: [ "--use-single-model" ]
type: flag
description: "Use the same model for all tasks (from default configuration)."

config_file:
aliases: [ "--config-file" ]
Expand Down Expand Up @@ -155,6 +155,11 @@ settings:
advanced — run all enabled features based on provided flags.
choices: [ "basic", "auto", "advanced" ]

artefacts_language:
aliases: [ "--artefacts-language" ]
type: str
description: "Generate reports on selected language"

author:
aliases: [ "--author" ]
type: str
Expand Down
1 change: 1 addition & 0 deletions osa_tool/config/settings/config.toml
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Expand Up @@ -53,6 +53,7 @@ validate_paper = false
validate_doc = false
incremental = false
target_files = []
artefacts_language = "English"

#Workflow Settings
[workflows]
Expand Down
10 changes: 9 additions & 1 deletion osa_tool/operations/analysis/repository_report/report_generator.py
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Expand Up @@ -26,7 +26,9 @@


class TextGenerator:
def __init__(self, config_manager: ConfigManager, metadata: RepositoryMetadata):
def __init__(
self, config_manager: ConfigManager, metadata: RepositoryMetadata, target_language: str = "English"
) -> None:
self.config_manager = config_manager
self.model_settings = self.config_manager.get_model_settings("general")
self.sourcerank = SourceRank(self.config_manager)
Expand All @@ -35,6 +37,7 @@ def __init__(self, config_manager: ConfigManager, metadata: RepositoryMetadata):
self.model_handler: ModelHandler = ModelHandlerFactory.build(self.model_settings)
self.repo_url = self.config_manager.get_git_settings().repository
self.base_path = os.path.join(os.getcwd(), parse_folder_name(self.repo_url))
self.target_language = target_language

def make_request(self) -> RepositoryReport:
"""
Expand All @@ -50,6 +53,7 @@ def make_request(self) -> RepositoryReport:
repository_tree=self.sourcerank.tree,
presence_files=self._extract_presence_files(),
readme_content=extract_readme_content(self.base_path),
target_language=self.target_language,
)

try:
Expand Down Expand Up @@ -98,13 +102,15 @@ def __init__(
config_manger: ConfigManager,
completed_tasks: list[tuple[str, bool]],
task_results: dict[str, dict] | None = None,
target_language: str = "English",
) -> None:
self.config_manager = config_manger
self.model_settings = self.config_manager.get_model_settings("general")
self.prompts = self.config_manager.get_prompts()
self.completed_tasks = completed_tasks
self.task_results = task_results or {}
self.model_handler: ModelHandler = ModelHandlerFactory.build(self.model_settings)
self.target_language = target_language

def make_request(self) -> AfterReport:
"""
Expand All @@ -123,6 +129,7 @@ def make_request(self) -> AfterReport:
summary_prompt = PromptBuilder.render(
self.prompts.get("analysis.after_report_summary_from_events_prompt"),
operations=operations_text,
target_language=self.target_language,
)
summary_obj: AfterReportSummary = self.model_handler.run_chain(
prompt=summary_prompt,
Expand All @@ -136,6 +143,7 @@ def make_request(self) -> AfterReport:
blocks_prompt = PromptBuilder.render(
self.prompts.get("analysis.after_report_blocks_from_events_prompt"),
operations=operations_text,
target_language=self.target_language,
)
blocks_plan: AfterReportBlocksPlan = self.model_handler.run_chain(
prompt=blocks_prompt,
Expand Down
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