Pre/beta#1081
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Add SmartScraperMultiBatchGraph that uses the OpenAI Batch API for LLM
calls, providing ~50% cost savings when real-time results aren't needed.
Key features:
- SmartScraperMultiBatchGraph: 3-phase pipeline (fetch/parse → batch
submit → merge) that separates HTML fetching from LLM generation
- BatchGenerateAnswerNode: collects prompts from all URLs and submits
them as a single OpenAI Batch API request
- utils/batch_api.py: helpers for creating, polling, and retrieving
batch results with doc_id → URL mapping
- Per-document error handling: partial failures don't break the batch
- Configurable polling interval and max wait time
- OpenAI-only validation (rejects non-OpenAI providers gracefully)
- Results sorted by custom_id for consistent ordering
- 18 unit tests with 100% pass rate
Usage:
graph = SmartScraperMultiBatchGraph(
prompt='Extract key points',
source=['https://url1.com', 'https://url2.com'],
config={'llm': {'model': 'openai/gpt-4o-mini'}}
)
result = graph.run()
Closes #1036
## [1.60.0-beta.2](v1.60.0-beta.1...v1.60.0-beta.2) (2026-02-24) ### Features * add OpenAI Batch API support for SmartScraperMultiGraph ([#1036](#1036)) ([9d4eba1](9d4eba1))
- Replace removed ScrapeGraph with SmartScraperGraph in scrape_graph_test.py - Replace renamed convert_to_csv/convert_to_json with export_to_csv/export_to_json in xml_scraper_openai_test.py
## [1.60.0-beta.3](v1.60.0-beta.2...v1.60.0-beta.3) (2026-03-15) ### Bug Fixes * update broken test imports to match current API ([536e5ad](536e5ad))
Resolved conflicts in CHANGELOG.md, pyproject.toml, xml_scraper_openai_test.py, and accepted deletion of scrape_graph_test.py from main. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
## [1.76.0-beta.1](v1.75.1...v1.76.0-beta.1) (2026-04-07) ### Features * add OpenAI Batch API support for SmartScraperMultiGraph ([#1036](#1036)) ([9d4eba1](9d4eba1)) ### Bug Fixes * update broken test imports to match current API ([536e5ad](536e5ad)) ### CI * **release:** 1.60.0-beta.2 [skip ci] ([54d1473](54d1473)), closes [#1036](#1036) * **release:** 1.60.0-beta.3 [skip ci] ([637c696](637c696)) * reduce GitHub Actions costs by ~85% on PRs ([403080a](403080a))
Resolve conflicts in CHANGELOG.md and pyproject.toml by keeping main's version. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
## [2.1.0-beta.1](v2.0.0...v2.1.0-beta.1) (2026-04-19) ### Features * add OpenAI Batch API support for SmartScraperMultiGraph ([#1036](#1036)) ([9d4eba1](9d4eba1)) ### Bug Fixes * update broken test imports to match current API ([536e5ad](536e5ad)) ### CI * **release:** 1.60.0-beta.2 [skip ci] ([54d1473](54d1473)), closes [#1036](#1036) * **release:** 1.60.0-beta.3 [skip ci] ([637c696](637c696)) * **release:** 1.76.0-beta.1 [skip ci] ([35ec272](35ec272)), closes [#1036](#1036) [#1036](#1036)
langchain 1.x removed langchain.prompts; import from langchain_core to fix ModuleNotFoundError causing all test collection to fail.
Resolves conflicts in CHANGELOG.md (combined entries) and pyproject.toml (keep 2.1.1 from main; next release will bump).
## [2.2.0-beta.1](v2.1.1...v2.2.0-beta.1) (2026-05-16) ### Features * add OpenAI Batch API support for SmartScraperMultiGraph ([#1036](#1036)) ([9d4eba1](9d4eba1)) ### Bug Fixes * update broken test imports to match current API ([536e5ad](536e5ad)) * **batch:** use langchain_core.prompts for PromptTemplate import ([24127da](24127da)) ### CI * **release:** 1.60.0-beta.2 [skip ci] ([54d1473](54d1473)), closes [#1036](#1036) * **release:** 1.60.0-beta.3 [skip ci] ([637c696](637c696)) * **release:** 1.76.0-beta.1 [skip ci] ([35ec272](35ec272)), closes [#1036](#1036) [#1036](#1036) * **release:** 2.1.0-beta.1 [skip ci] ([a2ea9eb](a2ea9eb)), closes [#1036](#1036) [#1036](#1036) [#1036](#1036) [#1036](#1036)
- Add MiniMax-M3 to the model selection list (524288 context window) - Set MiniMax-M3 as the new default model (first in the dict) - Retain MiniMax-M2.7 and MiniMax-M2.7-highspeed as legacy options - Remove deprecated older versions (M2.5 / M2.5-highspeed / M2 / M1 / M1-40k) - Update unit tests to reflect the new default and removed models
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## [2.2.0-beta.2](v2.2.0-beta.1...v2.2.0-beta.2) (2026-06-01) ### Features * upgrade MiniMax default model to M3 ([#1080](#1080)) ([1b16c26](1b16c26))
|
🎉 This PR is included in version 2.2.0-beta.2 🎉 The release is available on:
Your semantic-release bot 📦🚀 |
Resolve conflicts: - pyproject.toml: keep beta version 2.2.0b2 - CHANGELOG.md: keep both 2.2.0-beta.2 and 2.1.2 release entries - README.md: adopt main's standardized relative doc links (#1074) - docs/italian.md: adopt main's standardized version for consistency Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Dependency Review✅ No vulnerabilities or license issues or OpenSSF Scorecard issues found.Snapshot WarningsEnsure that dependencies are being submitted on PR branches and consider enabling retry-on-snapshot-warnings. See the documentation for more information and troubleshooting advice. Scanned FilesNone |
## [2.2.0-beta.3](v2.2.0-beta.2...v2.2.0-beta.3) (2026-06-01) ### Bug Fixes * **nodes:** update outdated ChatOllama import path to langchain_ollama ([#1076](#1076)) ([e6054cb](e6054cb)) ### Docs * 📚 Standardize and fix links across translated READMEs ([#1074](#1074)) ([458d36a](458d36a)) ### CI * **release:** 2.1.2 [skip ci] ([210c992](210c992)), closes [#1076](#1076) [#1074](#1074)
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🎉 This PR is included in version 2.2.0-beta.3 🎉 The release is available on:
Your semantic-release bot 📦🚀 |
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🎉 This PR is included in version 2.1.3 🎉 The release is available on:
Your semantic-release bot 📦🚀 |
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