add --skill flag to chat TUI for rag and analysis skills

This commit is contained in:
Yiorgis Gozadinos 2026-04-17 12:43:14 +03:00
parent a45820dbf7
commit 2a0e89bbe7
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7 changed files with 43 additions and 8 deletions

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@ -5,6 +5,7 @@
- **Document virtual filesystem in analysis sandbox**: Documents are mounted at `/documents/{id}/` with `metadata.json` (eager), `content.txt` (lazy), and `items.jsonl` (lazy). The agent uses standard Python `pathlib.Path` to browse and read document content and structure.
- **`doc_item_refs` and `labels` in search results**: Search results now include document item references and labels for cross-referencing with `items.jsonl`.
- **`--skill` flag for chat TUI**: `haiku-rag chat -s rag -s analysis` to enable specific skills. Defaults to `rag`. Use `-s analysis` for code execution, or both for the full toolset.
### Changed

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@ -14,6 +14,12 @@ Conversational RAG from the terminal with streaming responses and session memory
```bash
haiku-rag chat
haiku-rag chat --db /path/to/database.lancedb
# Enable analysis skill (code execution)
haiku-rag chat -s rag -s analysis
# Analysis only
haiku-rag chat -s analysis
```
### Interface

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@ -165,11 +165,18 @@ Launch an interactive chat session for multi-turn conversations:
```bash
haiku-rag chat
haiku-rag chat --db /path/to/database.lancedb
# Enable analysis skill (code execution)
haiku-rag chat -s rag -s analysis
```
!!! note
Requires the `tui` extra: `pip install haiku.rag-slim[tui]` (included in full `haiku.rag` package)
Flags:
- `--skill` / `-s`: Skills to enable — `rag` (default), `analysis`. Can be repeated for multiple skills.
The chat interface provides:
- Streaming responses with real-time tool execution

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@ -7,6 +7,7 @@ def run_chat(
read_only: bool = False,
before: datetime | None = None,
model: str | None = None,
skills: list[str] | None = None,
) -> None:
"""Run the chat TUI.
@ -15,6 +16,7 @@ def run_chat(
read_only: Whether to open the database in read-only mode.
before: Query database as it existed before this datetime.
model: Model to use for the chat.
skills: Skills to enable ("rag", "analysis"). Defaults to ["rag"].
"""
try:
from haiku.rag.chat.app import ChatApp
@ -24,18 +26,29 @@ def run_chat(
) from e
from haiku.rag.config import get_config
from haiku.rag.skills.rag import create_skill
from haiku.rag.utils import get_model
from haiku.skills.models import Skill
config = get_config()
if db_path is None:
db_path = config.storage.data_dir / "haiku.rag.lancedb"
skill = create_skill(db_path=db_path, config=config)
enabled = skills or ["rag"]
skill_list: list[Skill] = []
if "rag" in enabled:
from haiku.rag.skills.rag import create_skill as create_rag_skill
skill_list.append(create_rag_skill(db_path=db_path, config=config))
if "analysis" in enabled:
from haiku.rag.skills.analysis import create_skill as create_analysis_skill
skill_list.append(create_analysis_skill(db_path=db_path, config=config))
app = ChatApp(
db_path,
skill=skill,
skills=skill_list,
read_only=read_only,
before=before,
model=model or get_model(config.qa.model, config),

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@ -86,14 +86,14 @@ class ChatApp(App):
def __init__(
self,
db_path: Path,
skill: Skill,
skills: list[Skill],
read_only: bool = False,
before: datetime | None = None,
model: str | None = None,
) -> None:
super().__init__()
self.db_path = db_path
self._skill = skill
self._skills = skills
self.read_only = read_only
self.before = before
self._model = model
@ -153,7 +153,7 @@ class ChatApp(App):
)
await self.client.__aenter__()
self._toolset = SkillToolset(skills=[self._skill])
self._toolset = SkillToolset(skills=self._skills)
self._agent = Agent(
self._model,
instructions=build_system_prompt(

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@ -645,17 +645,25 @@ def chat( # pragma: no cover
"--model",
help="Model to use for the chat (e.g. openai:gpt-4o)",
),
skill: list[str] | None = typer.Option(
None,
"--skill",
"-s",
help="Skills to enable: rag, analysis (can repeat, default: rag)",
),
):
"""Launch the chat TUI for conversational RAG."""
from haiku.rag.chat import run_chat
db_path = db if db else get_config().storage.data_dir / "haiku.rag.lancedb"
skills = skill if skill else ["rag"]
run_chat(
db_path,
read_only=_read_only,
before=_before,
model=model,
skills=skills,
)

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@ -57,7 +57,7 @@ def _make_app(db_path: Path, mock_client: AsyncMock | None = None):
return ChatApp(
db_path=db_path,
skill=skill,
skills=[skill],
read_only=True,
), mock_client
@ -80,7 +80,7 @@ def _make_app_with_state(db_path: Path, mock_client: AsyncMock | None = None):
return ChatApp(
db_path=db_path,
skill=skill,
skills=[skill],
read_only=True,
), mock_client