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Yiorgis Gozadinos 2025-11-05 17:44:06 +02:00
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10 changed files with 56 additions and 38 deletions
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8
evaluations/evaluations/benchmark.py
View file

@ -5,10 +5,6 @@ from typing import Any, cast
import logfire import logfire
import typer import typer
from haiku.rag.client import HaikuRAG
from haiku.rag.config import AppConfig, find_config_file, load_yaml_config
from haiku.rag.logging import configure_cli_logging
from haiku.rag.qa import get_qa_agent
from pydantic_ai.models.openai import OpenAIChatModel from pydantic_ai.models.openai import OpenAIChatModel
from pydantic_ai.providers.ollama import OllamaProvider from pydantic_ai.providers.ollama import OllamaProvider
from pydantic_evals import Dataset as EvalDataset from pydantic_evals import Dataset as EvalDataset
@ -21,6 +17,10 @@ from evaluations.config import DatasetSpec
from evaluations.datasets import DATASETS from evaluations.datasets import DATASETS
from evaluations.llm_judge import ANSWER_EQUIVALENCE_RUBRIC from evaluations.llm_judge import ANSWER_EQUIVALENCE_RUBRIC
from evaluations.prompts import WIX_SUPPORT_PROMPT from evaluations.prompts import WIX_SUPPORT_PROMPT
from haiku.rag.client import HaikuRAG
from haiku.rag.config import AppConfig, find_config_file, load_yaml_config
from haiku.rag.logging import configure_cli_logging
from haiku.rag.qa import get_qa_agent
QA_JUDGE_MODEL = "qwen3" QA_JUDGE_MODEL = "qwen3"

10
haiku_rag_slim/haiku/rag/app.py
View file

@ -4,6 +4,10 @@ import logging
from importlib.metadata import version as pkg_version from importlib.metadata import version as pkg_version
from pathlib import Path from pathlib import Path
from rich.console import Console
from rich.markdown import Markdown
from rich.progress import Progress
from haiku.rag.client import HaikuRAG from haiku.rag.client import HaikuRAG
from haiku.rag.config import Config from haiku.rag.config import Config
from haiku.rag.mcp import create_mcp_server from haiku.rag.mcp import create_mcp_server
@ -18,9 +22,6 @@ from haiku.rag.research.graph import (
from haiku.rag.research.stream import stream_research_graph from haiku.rag.research.stream import stream_research_graph
from haiku.rag.store.models.chunk import Chunk from haiku.rag.store.models.chunk import Chunk
from haiku.rag.store.models.document import Document from haiku.rag.store.models.document import Document
from rich.console import Console
from rich.markdown import Markdown
from rich.progress import Progress
logger = logging.getLogger(__name__) logger = logging.getLogger(__name__)
@ -210,11 +211,12 @@ class HaikuRAGApp:
async with HaikuRAG(db_path=self.db_path) as self.client: async with HaikuRAG(db_path=self.db_path) as self.client:
try: try:
if deep: if deep:
from rich.console import Console
from haiku.rag.qa.deep.dependencies import DeepQAContext from haiku.rag.qa.deep.dependencies import DeepQAContext
from haiku.rag.qa.deep.graph import build_deep_qa_graph from haiku.rag.qa.deep.graph import build_deep_qa_graph
from haiku.rag.qa.deep.nodes import DeepQAPlanNode from haiku.rag.qa.deep.nodes import DeepQAPlanNode
from haiku.rag.qa.deep.state import DeepQADeps, DeepQAState from haiku.rag.qa.deep.state import DeepQADeps, DeepQAState
from rich.console import Console
graph = build_deep_qa_graph() graph = build_deep_qa_graph()
context = DeepQAContext( context = DeepQAContext(

1
haiku_rag_slim/haiku/rag/chunker.py
View file

@ -3,6 +3,7 @@ from typing import ClassVar
import tiktoken import tiktoken
from docling_core.transforms.chunker.tokenizer.openai import OpenAITokenizer from docling_core.transforms.chunker.tokenizer.openai import OpenAITokenizer
from docling_core.types.doc.document import DoclingDocument from docling_core.types.doc.document import DoclingDocument
from haiku.rag.config import Config from haiku.rag.config import Config
# Check if docling is available # Check if docling is available

1
haiku_rag_slim/haiku/rag/cli.py
View file

@ -353,6 +353,7 @@ def init_config(
): ):
"""Generate a YAML configuration file with defaults or from .env.""" """Generate a YAML configuration file with defaults or from .env."""
import yaml import yaml
from haiku.rag.config.loader import generate_default_config, load_config_from_env from haiku.rag.config.loader import generate_default_config, load_config_from_env
if output.exists(): if output.exists():

1
haiku_rag_slim/haiku/rag/reader.py
View file

@ -2,6 +2,7 @@ from pathlib import Path
from typing import ClassVar from typing import ClassVar
from docling_core.types.doc.document import DoclingDocument from docling_core.types.doc.document import DoclingDocument
from haiku.rag.utils import text_to_docling_document from haiku.rag.utils import text_to_docling_document
# Check if docling is available # Check if docling is available

8
haiku_rag_slim/haiku/rag/store/engine.py
View file

@ -7,11 +7,12 @@ from pathlib import Path
from uuid import uuid4 from uuid import uuid4
import lancedb import lancedb
from haiku.rag.config import AppConfig, Config
from haiku.rag.embeddings import get_embedder
from lancedb.pydantic import LanceModel, Vector from lancedb.pydantic import LanceModel, Vector
from pydantic import Field from pydantic import Field
from haiku.rag.config import AppConfig, Config
from haiku.rag.embeddings import get_embedder
logger = logging.getLogger(__name__) logger = logging.getLogger(__name__)
@ -198,9 +199,10 @@ class Store:
# to the greater of the installed package version and the # to the greater of the installed package version and the
# highest available upgrade step version in code. # highest available upgrade step version in code.
try: try:
from haiku.rag.store.upgrades import upgrades as _steps
from packaging.version import parse as _v from packaging.version import parse as _v
from haiku.rag.store.upgrades import upgrades as _steps
highest_step = max((_v(u.version) for u in _steps), default=None) highest_step = max((_v(u.version) for u in _steps), default=None)
effective_version = ( effective_version = (
str(max(_v(current_version), highest_step)) str(max(_v(current_version), highest_step))

1
haiku_rag_slim/haiku/rag/utils.py
View file

@ -175,6 +175,7 @@ def load_callable(path: str):
def prefetch_models(): def prefetch_models():
"""Prefetch runtime models (Docling + Ollama as configured).""" """Prefetch runtime models (Docling + Ollama as configured)."""
import httpx import httpx
from haiku.rag.config import Config from haiku.rag.config import Config
try: try:

20
pyproject.toml
View file

@ -21,9 +21,7 @@ classifiers = [
"Typing :: Typed", "Typing :: Typed",
] ]
dependencies = [ dependencies = ["haiku.rag-slim[docling,voyageai,mxbai,a2a,cohere,zeroentropy]"]
"haiku.rag-slim[docling,voyageai,mxbai,a2a,cohere,zeroentropy]",
]
[project.scripts] [project.scripts]
haiku-rag = "haiku.rag.cli:cli" haiku-rag = "haiku.rag.cli:cli"
@ -33,7 +31,15 @@ requires = ["hatchling"]
build-backend = "hatchling.build" build-backend = "hatchling.build"
[tool.hatch.build] [tool.hatch.build]
exclude = ["/docs", "/examples", "/tests", "/docker", "/.github", "/haiku_rag_slim", "/evaluations"] exclude = [
"/docs",
"/examples",
"/tests",
"/docker",
"/.github",
"/haiku_rag_slim",
"/evaluations",
]
[tool.hatch.build.targets.wheel] [tool.hatch.build.targets.wheel]
only-include = ["/README.md"] only-include = ["/README.md"]
@ -56,11 +62,12 @@ dev = [
"pytest>=8.4.2", "pytest>=8.4.2",
"pytest-asyncio>=1.2.0", "pytest-asyncio>=1.2.0",
"pytest-cov>=7.0.0", "pytest-cov>=7.0.0",
"ruff>=0.14.2", "ruff>=0.14.3",
] ]
[tool.ruff] [tool.ruff]
line-length = 88 line-length = 88
src = ["haiku_rag_slim"]
# Enable Flake's "E" and "F" codes by default and "I" for sorting imports. # Enable Flake's "E" and "F" codes by default and "I" for sorting imports.
# Exclude a variety of commonly ignored directories. # Exclude a variety of commonly ignored directories.
@ -76,6 +83,9 @@ per-file-ignores = { "__init__.py" = ["F401", "F403"] }
# Allow unused variables when underscore-prefixed. # Allow unused variables when underscore-prefixed.
dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$" dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
[tool.ruff.lint.isort]
known-first-party = ["haiku"]
[tool.ruff.format] [tool.ruff.format]
quote-style = "double" quote-style = "double"
indent-style = "space" indent-style = "space"

2
tests/test_qa.py
View file

@ -2,8 +2,8 @@ import os
import pytest import pytest
from datasets import Dataset from datasets import Dataset
from evaluations.llm_judge import LLMJudge from evaluations.llm_judge import LLMJudge
from haiku.rag.client import HaikuRAG from haiku.rag.client import HaikuRAG
from haiku.rag.config import Config from haiku.rag.config import Config
from haiku.rag.qa.agent import QuestionAnswerAgent from haiku.rag.qa.agent import QuestionAnswerAgent

42
uv.lock
View file

@ -1170,7 +1170,7 @@ dev = [
{ name = "pytest", specifier = ">=8.4.2" }, { name = "pytest", specifier = ">=8.4.2" },
{ name = "pytest-asyncio", specifier = ">=1.2.0" }, { name = "pytest-asyncio", specifier = ">=1.2.0" },
{ name = "pytest-cov", specifier = ">=7.0.0" }, { name = "pytest-cov", specifier = ">=7.0.0" },
{ name = "ruff", specifier = ">=0.14.2" }, { name = "ruff", specifier = ">=0.14.3" },
] ]
[[package]] [[package]]
@ -3796,28 +3796,28 @@ wheels = [
[[package]] [[package]]
name = "ruff" name = "ruff"
version = "0.14.2" version = "0.14.3"
source = { registry = "https://pypi.org/simple" } source = { registry = "https://pypi.org/simple" }
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