diff --git a/haiku_rag_slim/haiku/rag/cli.py b/haiku_rag_slim/haiku/rag/cli.py index e086179d..26ebd211 100644 --- a/haiku_rag_slim/haiku/rag/cli.py +++ b/haiku_rag_slim/haiku/rag/cli.py @@ -411,6 +411,21 @@ def download_models_cmd(): raise typer.Exit(1) +@cli.command("inspect", help="Launch interactive TUI to inspect database contents") +def inspect( + db: Path | None = typer.Option( + None, + "--db", + help="Path to the LanceDB database file", + ), +): + """Launch the inspector TUI for browsing documents and chunks.""" + from haiku.rag.inspector import run_inspector + + db_path = db if db else get_config().storage.data_dir / "haiku.rag.lancedb" + run_inspector(db_path) + + @cli.command( "serve", help="Start haiku.rag server. Use --monitor, --mcp, and/or --agui to enable services.", diff --git a/haiku_rag_slim/haiku/rag/inspector/__init__.py b/haiku_rag_slim/haiku/rag/inspector/__init__.py new file mode 100644 index 00000000..487197dd --- /dev/null +++ b/haiku_rag_slim/haiku/rag/inspector/__init__.py @@ -0,0 +1,3 @@ +from haiku.rag.inspector.app import run_inspector + +__all__ = ["run_inspector"] diff --git a/haiku_rag_slim/haiku/rag/inspector/app.py b/haiku_rag_slim/haiku/rag/inspector/app.py new file mode 100644 index 00000000..edfdbe04 --- /dev/null +++ b/haiku_rag_slim/haiku/rag/inspector/app.py @@ -0,0 +1,167 @@ +# pyright: reportPossiblyUnboundVariable=false +from pathlib import Path +from typing import TYPE_CHECKING + +from haiku.rag.client import HaikuRAG +from haiku.rag.config import get_config + +if TYPE_CHECKING: + from textual.app import ComposeResult + +try: + from textual.app import App + from textual.binding import Binding + from textual.widgets import Footer, Header + + from haiku.rag.inspector.widgets.chunk_list import ChunkList + from haiku.rag.inspector.widgets.detail_view import DetailView + from haiku.rag.inspector.widgets.document_list import DocumentList + + TEXTUAL_AVAILABLE = True +except ImportError: + TEXTUAL_AVAILABLE = False + App = object # type: ignore + + +class InspectorApp(App): # type: ignore[misc] + """Textual TUI for inspecting LanceDB data.""" + + CSS = """ + Screen { + layout: grid; + grid-size: 2 2; + grid-columns: 1fr 2fr; + grid-rows: 1fr 1fr; + } + + #document-list { + column-span: 1; + row-span: 2; + border: solid $primary; + } + + #chunk-list { + column-span: 1; + row-span: 1; + border: solid $secondary; + } + + #detail-view { + column-span: 1; + row-span: 1; + border: solid $accent; + } + + ListItem { + overflow: hidden; + } + + ListItem Static { + overflow: hidden; + text-overflow: ellipsis; + } + """ + + BINDINGS = [ + Binding("q", "quit", "Quit", show=True), + Binding("d", "focus_documents", "Documents", show=True), + Binding("c", "focus_chunks", "Chunks", show=True), + Binding("v", "focus_detail", "Detail", show=True), + Binding("/", "search", "Search", show=True), + ] + + def __init__(self, db_path: Path): + super().__init__() + self.db_path = db_path + self.client: HaikuRAG | None = None + + def compose(self) -> "ComposeResult": + """Compose the UI layout.""" + yield Header() + yield DocumentList(id="document-list") + yield ChunkList(id="chunk-list") + yield DetailView(id="detail-view") + yield Footer() + + async def on_mount(self) -> None: + """Initialize the app when mounted.""" + config = get_config() + self.client = HaikuRAG(db_path=self.db_path, config=config, allow_create=False) + await self.client.__aenter__() + + # Load initial documents + doc_list = self.query_one(DocumentList) + await doc_list.load_documents(self.client) + + async def on_unmount(self) -> None: + """Clean up when unmounting.""" + if self.client: + await self.client.__aexit__(None, None, None) + + def action_focus_documents(self) -> None: + """Focus the documents list.""" + self.query_one(DocumentList).focus() + + def action_focus_chunks(self) -> None: + """Focus the chunks list.""" + self.query_one(ChunkList).focus() + + def action_focus_detail(self) -> None: + """Focus the detail view.""" + self.query_one(DetailView).focus() + + def action_search(self) -> None: + """Open search dialog.""" + # TODO: Implement search dialog + pass + + async def on_document_list_document_selected( + self, message: DocumentList.DocumentSelected + ) -> None: + """Handle document selection from document list. + + Args: + message: Message containing selected document + """ + if not self.client: + return + + # Show document details + detail_view = self.query_one(DetailView) + await detail_view.show_document(message.document) + + # Load chunks for this document + if message.document.id: + chunk_list = self.query_one(ChunkList) + await chunk_list.load_chunks_for_document(self.client, message.document.id) + + async def on_chunk_list_chunk_selected( + self, message: ChunkList.ChunkSelected + ) -> None: + """Handle chunk selection from chunk list. + + Args: + message: Message containing selected chunk + """ + # Show chunk details + detail_view = self.query_one(DetailView) + await detail_view.show_chunk(message.chunk) + + +def run_inspector(db_path: Path | None = None) -> None: + """Run the inspector TUI. + + Args: + db_path: Path to the LanceDB database. If None, uses default from config. + """ + if not TEXTUAL_AVAILABLE: + raise ImportError( + "Textual is not installed. Install it with: pip install 'haiku.rag-slim[inspector]'" + ) + + config = get_config() + if db_path is None: + db_path = config.storage.data_dir / "haiku.rag.lancedb" + + app = InspectorApp(db_path) + app.run() diff --git a/haiku_rag_slim/haiku/rag/inspector/widgets/__init__.py b/haiku_rag_slim/haiku/rag/inspector/widgets/__init__.py new file mode 100644 index 00000000..a1d02e12 --- /dev/null +++ b/haiku_rag_slim/haiku/rag/inspector/widgets/__init__.py @@ -0,0 +1,5 @@ +from haiku.rag.inspector.widgets.chunk_list import ChunkList +from haiku.rag.inspector.widgets.detail_view import DetailView +from haiku.rag.inspector.widgets.document_list import DocumentList + +__all__ = ["ChunkList", "DetailView", "DocumentList"] diff --git a/haiku_rag_slim/haiku/rag/inspector/widgets/chunk_list.py b/haiku_rag_slim/haiku/rag/inspector/widgets/chunk_list.py new file mode 100644 index 00000000..b054d3e4 --- /dev/null +++ b/haiku_rag_slim/haiku/rag/inspector/widgets/chunk_list.py @@ -0,0 +1,87 @@ +from textual.app import ComposeResult +from textual.containers import VerticalScroll +from textual.message import Message +from textual.widgets import ListItem, ListView, Static + +from haiku.rag.client import HaikuRAG +from haiku.rag.store.models import Chunk + + +class ChunkList(VerticalScroll): + """Widget for displaying and browsing chunks.""" + + class ChunkSelected(Message): + """Message sent when a chunk is selected.""" + + def __init__(self, chunk: Chunk) -> None: + super().__init__() + self.chunk = chunk + + def __init__(self, **kwargs) -> None: + super().__init__(**kwargs) + self.chunks: list[Chunk] = [] + self.list_view: ListView | None = None + + def compose(self) -> ComposeResult: + """Compose the chunk list.""" + yield Static("[bold]Chunks[/bold]", classes="title") + self.list_view = ListView() + yield self.list_view + + async def load_chunks_for_document( + self, client: HaikuRAG, document_id: str + ) -> None: + """Load chunks for a specific document. + + Args: + client: HaikuRAG client instance + document_id: ID of the document to load chunks for + """ + if self.list_view is None: + return + + self.chunks = await client.chunk_repository.get_by_document_id(document_id) + + # Clear existing items + await self.list_view.clear() + + # Add chunk items + for chunk in self.chunks: + first_line = chunk.content.split("\n")[0] + item = ListItem(Static(f"[{chunk.order}] {first_line}")) + await self.list_view.append(item) + + async def load_chunks_from_search( + self, client: HaikuRAG, query: str, limit: int = 20 + ) -> None: + """Load chunks from search results. + + Args: + client: HaikuRAG client instance + query: Search query + limit: Maximum number of results + """ + if self.list_view is None: + return + + results = await client.chunk_repository.search( + query=query, limit=limit, search_type="hybrid" + ) + self.chunks = [chunk for chunk, _score in results] + + # Clear existing items + await self.list_view.clear() + + # Add chunk items with scores + for chunk, score in results: + first_line = chunk.content.split("\n")[0] + item = ListItem(Static(f"[{score:.2f}] {first_line}")) + await self.list_view.append(item) + + async def on_list_view_selected(self, event: ListView.Selected) -> None: + """Handle chunk selection.""" + if event.list_view == self.list_view: + idx = event.list_view.index + if idx is not None and 0 <= idx < len(self.chunks): + chunk = self.chunks[idx] + self.post_message(self.ChunkSelected(chunk)) diff --git a/haiku_rag_slim/haiku/rag/inspector/widgets/detail_view.py b/haiku_rag_slim/haiku/rag/inspector/widgets/detail_view.py new file mode 100644 index 00000000..6747d4b3 --- /dev/null +++ b/haiku_rag_slim/haiku/rag/inspector/widgets/detail_view.py @@ -0,0 +1,91 @@ +from textual.app import ComposeResult +from textual.containers import VerticalScroll +from textual.widgets import Markdown, Static + +from haiku.rag.store.models import Chunk, Document + + +class DetailView(VerticalScroll): + """Widget for displaying detailed content of documents or chunks.""" + + def __init__(self, **kwargs) -> None: + super().__init__(**kwargs) + self.title_widget: Static | None = None + self.content_widget: Markdown | None = None + + def compose(self) -> ComposeResult: + """Compose the detail view.""" + self.title_widget = Static("[bold]Detail View[/bold]", classes="title") + yield self.title_widget + self.content_widget = Markdown("") + yield self.content_widget + + async def show_document(self, document: Document) -> None: + """Display document details. + + Args: + document: Document to display + """ + if self.title_widget and self.content_widget: + title = document.title or document.uri or "Untitled Document" + self.title_widget.update(f"[bold]Document: {title}[/bold]") + + # Build markdown content + content_parts = [] + + if document.id: + content_parts.append(f"**ID:** `{document.id}`") + if document.uri: + content_parts.append(f"**URI:** `{document.uri}`") + if document.metadata: + metadata_str = "\n".join( + f" - {k}: {v}" for k, v in document.metadata.items() + ) + content_parts.append(f"**Metadata:**\n{metadata_str}") + if document.created_at: + content_parts.append(f"**Created:** {document.created_at}") + if document.updated_at: + content_parts.append(f"**Updated:** {document.updated_at}") + + content_parts.append("\n---\n") + content_parts.append("**Content:**\n") + content_parts.append(f"```\n{document.content}\n```") + + await self.content_widget.update("\n\n".join(content_parts)) + + async def show_chunk(self, chunk: Chunk) -> None: + """Display chunk details. + + Args: + chunk: Chunk to display + """ + if self.title_widget and self.content_widget: + self.title_widget.update(f"[bold]Chunk {chunk.order}[/bold]") + + # Build markdown content + content_parts = [] + + if chunk.id: + content_parts.append(f"**ID:** `{chunk.id}`") + if chunk.document_id: + content_parts.append(f"**Document ID:** `{chunk.document_id}`") + if chunk.document_title: + content_parts.append(f"**Document Title:** {chunk.document_title}") + if chunk.document_uri: + content_parts.append(f"**Document URI:** `{chunk.document_uri}`") + content_parts.append(f"**Order:** {chunk.order}") + if chunk.metadata: + metadata_str = "\n".join( + f" - {k}: {v}" for k, v in chunk.metadata.items() + ) + content_parts.append(f"**Metadata:**\n{metadata_str}") + if chunk.embedding: + content_parts.append( + f"**Embedding:** {len(chunk.embedding)} dimensions" + ) + + content_parts.append("\n---\n") + content_parts.append("**Content:**\n") + content_parts.append(f"```\n{chunk.content}\n```") + + await self.content_widget.update("\n\n".join(content_parts)) diff --git a/haiku_rag_slim/haiku/rag/inspector/widgets/document_list.py b/haiku_rag_slim/haiku/rag/inspector/widgets/document_list.py new file mode 100644 index 00000000..29a344e2 --- /dev/null +++ b/haiku_rag_slim/haiku/rag/inspector/widgets/document_list.py @@ -0,0 +1,61 @@ +from textual.app import ComposeResult +from textual.containers import VerticalScroll +from textual.message import Message +from textual.widgets import ListItem, ListView, Static + +from haiku.rag.client import HaikuRAG +from haiku.rag.store.models import Document + + +class DocumentList(VerticalScroll): + """Widget for displaying and browsing documents.""" + + class DocumentSelected(Message): + """Message sent when a document is selected.""" + + def __init__(self, document: Document) -> None: + super().__init__() + self.document = document + + def __init__(self, **kwargs) -> None: + super().__init__(**kwargs) + self.documents: list[Document] = [] + self.list_view: ListView | None = None + + def compose(self) -> ComposeResult: + """Compose the document list.""" + yield Static("[bold]Documents[/bold]", classes="title") + self.list_view = ListView() + yield self.list_view + + async def load_documents( + self, client: HaikuRAG, limit: int = 100, offset: int = 0 + ) -> None: + """Load documents from the database. + + Args: + client: HaikuRAG client instance + limit: Maximum number of documents to load + offset: Offset for pagination + """ + if self.list_view is None: + return + + self.documents = await client.list_documents(limit=limit, offset=offset) + + # Clear existing items + await self.list_view.clear() + + # Add document items + for doc in self.documents: + title = doc.title or doc.uri or doc.id or "Untitled" + item = ListItem(Static(f"{title}")) + await self.list_view.append(item) + + async def on_list_view_selected(self, event: ListView.Selected) -> None: + """Handle document selection.""" + if event.list_view == self.list_view: + idx = event.list_view.index + if idx is not None and 0 <= idx < len(self.documents): + document = self.documents[idx] + self.post_message(self.DocumentSelected(document)) diff --git a/haiku_rag_slim/pyproject.toml b/haiku_rag_slim/pyproject.toml index 88422ec6..5c2b7253 100644 --- a/haiku_rag_slim/pyproject.toml +++ b/haiku_rag_slim/pyproject.toml @@ -44,6 +44,8 @@ voyageai = ["voyageai>=0.3.5"] mxbai = ["mxbai-rerank>=0.1.6"] cohere = ["cohere>=5.20.0"] zeroentropy = ["zeroentropy>=0.1.0a6"] +# Inspector TUI +inspector = ["textual>=1.0.0"] # Model providers (delegated to pydantic-ai-slim) anthropic = ["pydantic-ai-slim[anthropic]"] groq = ["pydantic-ai-slim[groq]"] diff --git a/pyproject.toml b/pyproject.toml index 753e183e..ebbc4b60 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -21,11 +21,16 @@ classifiers = [ "Typing :: Typed", ] -dependencies = ["haiku.rag-slim[docling,voyageai,mxbai,cohere,zeroentropy]"] +dependencies = ["haiku.rag-slim[docling,voyageai,mxbai,cohere,zeroentropy,inspector]"] [project.scripts] haiku-rag = "haiku.rag.cli:cli" +[project.optional-dependencies] +inspector = [ + "textual>=1.0.0", +] + [build-system] requires = ["hatchling"] build-backend = "hatchling.build" diff --git a/tests/test_inspector.py b/tests/test_inspector.py new file mode 100644 index 00000000..6515f89d --- /dev/null +++ b/tests/test_inspector.py @@ -0,0 +1,18 @@ +from unittest.mock import patch + +from typer.testing import CliRunner + +from haiku.rag.cli import cli + +runner = CliRunner() + + +def test_inspect_command(): + """Test inspect command launches inspector TUI.""" + with patch("haiku.rag.inspector.run_inspector") as mock_inspector: + mock_inspector.return_value = None + + result = runner.invoke(cli, ["inspect"]) + + assert result.exit_code == 0 + mock_inspector.assert_called_once() diff --git a/uv.lock b/uv.lock index 6057f989..8d4e2e6e 100644 --- a/uv.lock +++ b/uv.lock @@ -1267,7 +1267,12 @@ name = "haiku-rag" version = "0.18.0" source = { editable = "." } dependencies = [ - { name = "haiku-rag-slim", extra = ["cohere", "docling", "mxbai", "voyageai", "zeroentropy"] }, + { name = "haiku-rag-slim", extra = ["cohere", "docling", "inspector", "mxbai", "voyageai", "zeroentropy"] }, +] + +[package.optional-dependencies] +inspector = [ + { name = "textual" }, ] [package.dev-dependencies] @@ -1285,7 +1290,11 @@ dev = [ ] [package.metadata] -requires-dist = [{ name = "haiku-rag-slim", extras = ["docling", "voyageai", "mxbai", "cohere", "zeroentropy"], editable = "haiku_rag_slim" }] +requires-dist = [ + { name = "haiku-rag-slim", extras = ["docling", "voyageai", "mxbai", "cohere", "zeroentropy", "inspector"], editable = "haiku_rag_slim" }, + { name = "textual", marker = "extra == 'inspector'", specifier = ">=1.0.0" }, +] +provides-extras = ["inspector"] [package.metadata.requires-dev] dev = [ @@ -1359,6 +1368,9 @@ google = [ groq = [ { name = "pydantic-ai-slim", extra = ["groq"] }, ] +inspector = [ + { name = "textual" }, +] mistral = [ { name = "pydantic-ai-slim", extra = ["mistral"] }, ] @@ -1395,12 +1407,13 @@ requires-dist = [ { name = "python-dotenv", specifier = ">=1.2.1" }, { name = "pyyaml", specifier = ">=6.0.3" }, { name = "rich", specifier = ">=14.2.0" }, + { name = "textual", marker = "extra == 'inspector'", specifier = ">=1.0.0" }, { name = "typer", specifier = ">=0.19.2,<0.20.0" }, { name = 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