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Title: SDK Revamp with CI/CD & Bug Fixes by Khurdhula-Harshavardhan · Pull Request #63 · JigsawStack/jigsawstack-python · GitHub

Open Graph Title: SDK Revamp with CI/CD & Bug Fixes by Khurdhula-Harshavardhan · Pull Request #63 · JigsawStack/jigsawstack-python

X Title: SDK Revamp with CI/CD & Bug Fixes by Khurdhula-Harshavardhan · Pull Request #63 · JigsawStack/jigsawstack-python

Description: Python SDK Revamp CI/CD & Linting Added GitHub Actions workflow: .github/workflows/ci.yml to run Ruff and tests on push/PR. Added Ruff config: .github/ruff.toml to standardize style and rules. Removed unused biome.json. Code Organization Normalized and reordered imports across key modules for consistency/readability: audio.py, classification.py, embedding.py, image_generation.py, prediction.py, prompt_engine.py. See inline diffs for exact changes. API & Bug Fixes Multipart uploads: Reworked AsyncRequest to use aiohttp.FormData, correctly set/remove Content-Type for multipart, and serialize param types reliably (bools, lists/dicts, etc.). Speech-to-text: Simplified path/header handling and enforce consistent parameter usage in audio.py (sync + async). Embedding v2: Removed unsupported token_overflow_mode="chunk"; restrict to valid values only. Image generation: Support responses as URL or bytes; clarify return type docs. Prediction typing: Allow float values in dataset payloads; fix minor typos and docstrings. Docs & Examples Updated VOCR example image URL in README.md. Breaking Changes embedding_v2: token_overflow_mode="chunk" is no longer accepted. Testing Notes CI runs Ruff + tests across modules. Verified multipart behavior with aiohttp.FormData and header handling. Smoke-tested speech-to-text paths and image-generation return types. Checklist CI passing (lint + tests) No user-visible (user exp) API changes except noted breaking change Docs+comments updated Imports standardized

Open Graph Description: Python SDK Revamp CI/CD & Linting Added GitHub Actions workflow: .github/workflows/ci.yml to run Ruff and tests on push/PR. Added Ruff config: .github/ruff.toml to standardize style and rules....

X Description: Python SDK Revamp CI/CD & Linting Added GitHub Actions workflow: .github/workflows/ci.yml to run Ruff and tests on push/PR. Added Ruff config: .github/ruff.toml to standardize style and ru...

Opengraph URL: https://github.com/JigsawStack/jigsawstack-python/pull/63

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Show all changes 53 commits https://github.com/JigsawStack/jigsawstack-python/pull/63/files
398690f feat: update object detection test cases. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/398690f8caa4c56c54e615d54032e49d6e10c9df
fc18d4e feat: updating testcases for file_store api. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/fc18d4e0f787bff26037bf061b2095982bd433d4
7792bb1 test: dropping test cases for geo service (merged/deprecated with v3 … Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/7792bb1efa59ec48416eb7e69d67c1aaaf8b2c8f
c570913 refactor: del custom_types dot py, utlized by text to speech. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/c57091356df64f6a2ee2df7583378bb51177cde9
43fc3c5 fix: updating response types, and formatting for image_generation end… Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/43fc3c57a0b3ba8bba248a4ec4f65a2de570e689
3421bf4 test: updating testcases for image-generation service. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/3421bf44cc7e5b6eccecaa9518818ee11cf0ec78
2b7f91e test: adding new test cases for STT. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/2b7f91ecd0a73648bdd49a40e11fdee8f693333c
17eb2de fix: formatting, unused imports and param encoding. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/17eb2de96fde5d548448b5c91f7824b2d4fd4f60
8838891 fix: form requests for multipart blob + params async req. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/88388918b6944f6d8fe323b451d32ef07f38d24e
05dcdc9 fix: param encoding for vision endpoints. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/05dcdc97b4475e51de1aa998932e6acdd94b3ce0
6819aed test: defining test cases for STT with format changes. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/6819aedfde0226c83ba4ace4cf79a25f11b63510
7c8c467 test: defining test cases for classification endpoint. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/7c8c46768fa7d444ee91de334de9d7e9d822afe7
199eb27 tests: formatting previously defined test cases. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/199eb27bfb0c0979cfffe3c06bc39edc373c802e
b695d36 chore: clean up redudant test file, actual store test file is test_fi… Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/b695d3648518bf4759baf085e0adfcc4483efcc6
621d7ba fix: naming convention and drop deprecated overflow mode chunk. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/621d7ba30d56d94e0c0637f0673fea973a38358f
91f8e0f test: defining test cases for embedding v1 & v2 Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/91f8e0fdfaf49c13792cf02b3dabd1b5d2ea2a27
a629fa2 feat: format fixes and new testcases for sentiment. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/a629fa25f5344522a850a04adf162b9ae31f3b40
5ea1c3d chore: deleting outdated vision test file. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/5ea1c3d0e9c14e58896e58676546bb83995a3814
0e8bdb3 feat: updated formating for JigsawStack module. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/0e8bdb392bf5f25c3d81503f24aee413260bad6e
24fc791 feat: updated formatting for async_request.py Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/24fc7913cb1b96237e9f511a14183e50c4cdb270
b7bc5be chore: deleting outdated async test cases for embedding. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/b7bc5befdfea05916123add9b669750a4950e25c
3974f32 feat: updating demo url across jigsawstack-python. Khurdhula-Harshavardhan Sep 11, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/3974f32f835324adc35c55693ed08946c76afc1e
efcff9c feat: updating type to accept float for prediciton, introducing new t… Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/efcff9c1c7b03a28b07f61b980c8970ce77a588a
2a47fd0 test: defining new test cases for summary endpoint. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/2a47fd0c411a54e4bb227804334a00eebc1362cf
7771416 feat: defining version for requirements.txt Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/7771416c08b171c8242c0fd1aeb0dad17687f204
27cb92d test: defining test cases for text_2_sql service. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/27cb92dff0dd2c6e982cbc70a4de493386586386
974f46f feat: updating formating for sql dot py Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/974f46fba58674d950d34c2e995ed189e9108080
c1b6df1 test: defining test cases for validation services. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/c1b6df1a900730b5eb00964de30e047085c190fe
0a71df1 feat: formatting validate dot py. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/0a71df1b311ce5192609a115c967f10433172513
ba568f0 feat: formatting search dot py Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/ba568f0f92d7e2423c639d14ada98e5ab8fbb6e2
b5e2577 test:defining new test cases for web search. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/b5e2577b37040c7f023a83ea4df5c453cf24a79c
7b213f4 fix: update type for image translation. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/7b213f4c47a8d5240219676afad4fbb44c60c36b
b9d2ac1 fix: formatting for translate Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/b9d2ac1d0d1cc1dd34e944c829febede073c09ae
33c895e test: defining test cases for text and image translation. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/33c895e64743695349e603cc8566653817cb7ea0
b121578 fix: update type for image translation. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/b12157816909f114b904830785a9adb08349eb76
1f743da fix: formatting for the files. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/1f743da90f56ea4908a920472b7c9174bb87eaac
6706742 fix: dropping url used for local testing. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/6706742a06f1b5167bf95038f35d8ea122fb37a5
408afeb fix: formatting for test cases. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/408afeb9d92ccade67503329bece0c0e7b42e0aa
7de3549 chore: rebase linter to ruff Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/7de35498bbc0bf4cc06f269b4a937ec6e1dab8ee
3f920f8 chore: setting up ci for formatting checks and testing. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/3f920f8bcd5584447ae4e156bc464e53f8303e00
592c564 chore: track success count for ci/cd merge. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/592c5648afb4375b30800c54ef22035acdb90003
083874a chore: loosen ruff constraints. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/083874aed8f4202ecb5aff0596251a9092258777
302d7ad fix: artifacts to use v4 since v3 upload and download artifacts were … Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/302d7ad2bb3659998753a29215a42787ec9104b5
be5c5a7 fix: formatting with ruff. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/be5c5a7ab8693429536fdb1c98a2554d1bd6d306
5ac3679 fix: formatting errors and improper initializations. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/5ac36799e308bbb81b26af0bdc9d02c6f48e55b0
dfe3154 chore: update string max lenght Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/dfe3154c96f96a0aa3625d65da6ae583f75b42db
a76d141 chore: update ruff toml Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/a76d141feec2a5a0c83051bdf04801f5380fa06e
026c3d9 feat: update CI ruff config. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/026c3d958a687a4eabd0506dae93173a3db1c125
af5c927 fix: avoid re-formmating gracefully fail for the dev to fix the forma… Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/af5c92718ca7ef7c71c9ff58bd6eff560fafe0bb
700d8ed fix: missing package in ci Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/700d8edfb86d1bcc9a34befe1001a4929acfd950
519f831 fix: drop non-existent-previously-deleted test cases. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/519f8316a20301922b34d5ff1de9051b6b891a3d
c3c2541 fix: formatting for ruff. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/c3c25410dc4ee7b085dc663d6d16b52064873c30
ba56ab1 feat: seperating test cases for deepresearch and ai_scrape. Khurdhula-Harshavardhan Sep 12, 2025 https://github.com/JigsawStack/jigsawstack-python/pull/63/commits/ba56ab1b30b500f45533870a76f02472773f80f1
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