v0.2.7

0.2.7 (2023-03-29)

Make

• Stricter versioning in CMake (89a42b7)

Upgrade

• simdjson version. (126884d)

v0.2.6

0.2.6 (2023-03-27)

Make

• Fix docs build permissions (4bf0a2b)
• Reorganize examples (394da36)

v0.2.5

0.2.5 (2023-03-27)

Make

• Docs publication permissions (6f057e0)

v0.2.4

0.2.4 (2023-03-27)

Build

• Add Pipeline for generating docs. (779ca91)

Docs

• Fix styles and add Github link. (79e8181)
• Mention stripped release VERSION (fca795a)
• Mention stripped release VERSION (eb339be)
• Show examples in docs. (7600c31)

Make

• Documentation Workflow (b0d2222)

v0.2.3

0.2.3 (2023-03-23)

Make

• Deprecated release rules (bf75cff)

v0.2.2

0.2.2 (2023-03-23)

Make

• Python to use latest VERSION (d67079c)

v0.2.1

0.2.1 (2023-03-23)

Make

• build issues fixed. (8b03135)

v0.2.0

0.2.0 (2023-03-23)

Add

• Benchmark Code (a7b7928)
• Catching error in python server for posix. (4452a07)
• FastAPI version of the same benchmark (3c3de53)
• Positionals for python. Closes #29 (f6cd8c4), closes #29
• Print server startup info in python too. (7281a00)
• quiet flag. (51364a7)
• Semantic Versioning (a7e421a)
• Use raw TCP for Client instead requests (fcede79)

Build

• Add "Make" verb (d9fc1c8)
• Added Refactor (abf84ed)
• Change Semantic Release Token (6c957d7)
• Fixed updating VERSION file. (33c1973)
• Remove NPM locking (bc9641a)
• Versioning credentials (a865520)

Docs

• Add PR template, and editor configs (df753e5)

Fix

• Client type mismatching. (554cc11)
• Client use Content-Length for full data. (152ab58)
• Break after finding Content-Length (e87ad96)
• More efficient pack (de12e57)
• Potential UB. (0948918)
• typos (6265f72)
• typos (70ef816)

Make

• Bump Version (a578774)

Refactor

• create_user with FastAPI (75b42b9)
• always generate id. (1b81e22)
• Benchmark class names (7627273)
• Clean up (dbc789b)
• Clean up (8f262e6)
• Clean up unused params (e10963a)
• grpc params (e03afe5)
• import ordering (395b0cf)
• More practical benchmark. (02691fe)
• Move package.json to assets (bd1c0a1)
• Moved package.json to workflows. (15020bd)
• prepend _ to internal functions (86bc25e)
• Style (f4d8a92)
• Styling (2d5ec7b)
• Sum -> Trivial Login Service. (5cce6d5)
• test.py (285b966)
• Update python numbers in README. (a845565)

v0.1.0

The three of us - @ishkhan42, @VoVoR, and @ashvardanian have added support for NumPy arrays and Pillow images as RPC arguments, adding a small Client class along the way! The following example shows how to serve UForm multi-modal vision-language transformers in just a few lines of Python, connecting dozens of SIMD-accelerated libraries under the hood for ultimate performance!

from ujrpc.rich_posix import Server
import ufrom

server = Server()
model = uform.get_model('unum-cloud/uform-vl-multilingual')

@server
def vectorize(description: str, photo: PIL.Image.Image) -> numpy.ndarray:
    image = model.preprocess_image(photo)
    tokens = model.preprocess_text(description)
    joint_embedding = model.encode_multimodal(image=image, text=tokens)

    return joint_embedding.cpu().detach().numpy()

A new UKV release and the public rollout of UNSW are also right around the corner!