io.github.ggozad/haiku-rag

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

io.github.ggozad/haiku-rag · Repository · version 0.74.0 · 576 stars · listed from registry

Install

The sweep installs into a clean prefix, but this is the command a user would run:

uvx haiku-rag

Results by platform

Linux

needs configuration2026-08-16 · probed over pypi

2 recorded runs, oldest first.

handshake failed: MCP error -32000: Connection closed
transport: pected token '│', "│ doctor  "... is not valid JSON
Unexpected token '│', "│ history "... is not valid JSON
Unexpected token '│', "│ download"... is not valid JSON
Unexpected token '│', "│ inspect "... is not valid JSON
Unexpected token '│', "│ chat    "... is not valid JSON
Unexpected token '│', "│ mcp     "... is not valid JSON
Unexpected token '│', "│         "... is not valid JSON
Unexpected token '│', "│ tag     "... is not valid JSON
Unexpected token '╰', "╰─────────"... is not valid JSON
--- stderr (tail) ---
Downloading tiktoken (1.1MiB)
Downloading sympy (6.0MiB)
Downloading tokenizers (3.1MiB)
Downloading openai (1.6MiB)
Downloading nvidia-cuda-runtime (2.1MiB)
Downloading faker (2.0MiB)
Downloading pydantic-ai-slim (1.4MiB)
Downloading shapely (2.9MiB)
Downloading nvidia-cudnn-cu13 (349.2MiB)
Downloading nvidia-cufft (204.2MiB)
Downloading torchvision (7.3MiB)
Downloading nvidia-nvjitlink (38.9MiB)
Downloading zstandard (5.3MiB)
Downloading nvidia-cublas (403.5MiB)
Downloading nvidia-cusparse (139.2MiB)
Downloading nvidia-cusparselt-cu13 (162.3MiB)
Downloading pypdfium2 (3.6MiB)
Downloading nvidia-curand (56.8MiB)
Downloading triton (188.6MiB)
Downloading nvidia-cufile (1.2MiB)
Downloading nvidia-nccl-cu13 (196.4MiB)
Downloading nvidia-cuda-cupti (10.2MiB)
Downloading nvidia-cuda-nvrtc (86.0MiB)
Downloading nvidia-cusolver (191.6MiB)
Downloading scipy (33.6MiB)
Downloading pillow (6.6MiB)
Downloading transformers (11.2MiB)
Downloading rapidocr (26.0MiB)
Downloading nvidia-nvshmem-cu13 (57.6MiB)
Downloading cuda-bindings (6.2MiB)
Downloading opencv-python (70.4MiB)
Downloading pyarrow (47.8MiB)
Downloading scikit-learn (8.7MiB)
Downloading pydantic-monty-client (3.4MiB)
Downloading pandas (10.4MiB)
Downloading torch (502.2MiB)
Downloading pydantic-monty-runtime (9.9MiB)
Downloading fastavro (3.2MiB)
Downloading docling-parse (10.1MiB)
Downloading lxml (5.0MiB)
Downloading opencv-python-headless (59.1MiB)
Downloading lancedb (55.9MiB)
 Downloaded tiktoken
 Downloaded nvidia-cufile
 Downloaded pydantic-ai-slim
 Downloaded nvidia-cuda-runtime
 Downloaded shapely
 Downloaded tokenizers
 Downloaded fastavro
 Downloaded pydantic-monty-client
 Downloaded pypdfium2
 Downloaded faker
 Downloaded openai
 Downloaded zstandard
 Downloaded lxml
 Downloaded cuda-bindings
 Downloaded pillow
 Downloaded torchvision
 Downloaded pydantic-monty-runtime
 Downloaded sympy
 Downloaded scikit-learn
 Downloaded nvidia-cuda-cupti
 Downloaded docling-parse
 Downloaded pandas
 Downloaded rapidocr
 Downloaded transformers
 Downloaded scipy
 Downloaded nvidia-nvjitlink
 Downloaded nvidia-curand
 Downloaded nvidia-nvshmem-cu13
 Downloaded lancedb
 Downloaded opencv-python-headless
 Downloaded pyarrow
 Downloaded opencv-python
 Downloaded nvidia-cuda-nvrtc
 Downloaded nvidia-cusparse
 Downloaded nvidia-cusparselt-cu13
 Downloaded nvidia-cusolver
 Downloaded nvidia-nccl-cu13
 Downloaded nvidia-cufft
 Downloaded triton
 Downloaded nvidia-cudnn-cu13
 Downloaded nvidia-cublas
 Downloaded torch
Installed 237 packages in 444ms

macOS

needs configuration2026-08-16 · probed over pypi

2 recorded runs, oldest first.

handshake failed: MCP error -32000: Connection closed
transport: pected token '│', "│ doctor  "... is not valid JSON
Unexpected token '│', "│ history "... is not valid JSON
Unexpected token '│', "│ download"... is not valid JSON
Unexpected token '│', "│ inspect "... is not valid JSON
Unexpected token '│', "│ chat    "... is not valid JSON
Unexpected token '│', "│ mcp     "... is not valid JSON
Unexpected token '│', "│         "... is not valid JSON
Unexpected token '│', "│ tag     "... is not valid JSON
Unexpected token '╰', "╰─────────"... is not valid JSON
--- stderr (tail) ---
Downloading openai (1.6MiB)
Downloading sympy (6.0MiB)
Downloading faker (2.0MiB)
Downloading torch (106.1MiB)
Downloading opencv-python-headless (44.3MiB)
Downloading lancedb (50.2MiB)
Downloading docling-parse (9.2MiB)
Downloading pydantic-monty-runtime (9.2MiB)
Downloading shapely (1.6MiB)
Downloading pydantic-monty-client (3.2MiB)
Downloading rapidocr (26.0MiB)
Downloading pypdfium2 (3.3MiB)
Downloading torchvision (1.8MiB)
Downloading tokenizers (2.8MiB)
Downloading opencv-python (46.1MiB)
Downloading pydantic-ai-slim (1.4MiB)
Downloading transformers (10.1MiB)
 Downloaded shapely
 Downloaded torchvision
 Downloaded pydantic-ai-slim
 Downloaded tokenizers
 Downloaded pydantic-monty-client
 Downloaded pypdfium2
 Downloaded faker
 Downloaded pydantic-monty-runtime
 Downloaded openai
 Downloaded sympy
 Downloaded docling-parse
 Downloaded rapidocr
 Downloaded opencv-python-headless
 Downloaded opencv-python
 Downloaded transformers
 Downloaded lancedb
 Downloaded torch
Installed 195 packages in 1.49s

Windows

needs configuration2026-08-16 · probed over pypi

2 recorded runs, oldest first.

handshake failed: MCP error -32000: Connection closed
transport: pected token '|', "| doctor  "... is not valid JSON
Unexpected token '|', "| history "... is not valid JSON
Unexpected token '|', "| download"... is not valid JSON
Unexpected token '|', "| inspect "... is not valid JSON
Unexpected token '|', "| chat    "... is not valid JSON
Unexpected token '|', "| mcp     "... is not valid JSON
Unexpected token '|', "|         "... is not valid JSON
Unexpected token '|', "| tag     "... is not valid JSON
Unexpected token '+', "+---------"... is not valid JSON
--- stderr (tail) ---
Downloading faker (2.0MiB)
Downloading sympy (6.0MiB)
Downloading shapely (1.6MiB)
Downloading pydantic-ai-slim (1.4MiB)
Downloading torchvision (3.9MiB)
Downloading rapidocr (26.0MiB)
Downloading transformers (11.2MiB)
Downloading opencv-python (42.0MiB)
Downloading openai (1.6MiB)
Downloading lancedb (60.6MiB)
Downloading docling-parse (11.1MiB)
Downloading opencv-python-headless (39.1MiB)
Downloading pypdfium2 (3.7MiB)
Downloading torch (116.4MiB)
Downloading pydantic-monty-runtime (9.0MiB)
Downloading pydantic-monty-client (3.3MiB)
Downloading tokenizers (2.6MiB)
 Downloaded shapely
 Downloaded pydantic-ai-slim
 Downloaded tokenizers
 Downloaded pydantic-monty-client
 Downloaded pypdfium2
 Downloaded torchvision
 Downloaded faker
 Downloaded pydantic-monty-runtime
 Downloaded openai
 Downloaded docling-parse
 Downloaded sympy
 Downloaded rapidocr
 Downloaded opencv-python
 Downloaded opencv-python-headless
 Downloaded lancedb
 Downloaded transformers
 Downloaded torch
Installed 220 packages in 1m 39s

Badge

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