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.github/workflows/release.yml

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tag_name: v${{ steps.version.outputs.version }}
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name: Release v${{ steps.version.outputs.version }}
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body: |
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Release v${{ steps.version.outputs.version }} of predicatelabs
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Release v${{ steps.version.outputs.version }} of predicate-sdk
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## Installation
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```bash
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pip install predicatelabs==${{ steps.version.outputs.version }}
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pip install predicate-sdk==${{ steps.version.outputs.version }}
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```
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draft: false
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prerelease: false

.github/workflows/test.yml

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shell: bash
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run: |
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pip cache purge || true
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pip uninstall -y predicatelabs || true
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pip uninstall -y predicate-sdk || true
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# Aggressively clean any bytecode cache (cross-platform Python approach)
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python -c "import pathlib; [p.unlink() for p in pathlib.Path('.').rglob('*.pyc')]" || true
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python -c "import pathlib, shutil; [shutil.rmtree(p) for p in pathlib.Path('.').rglob('__pycache__') if p.is_dir()]" || true

README.md

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## Install
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```bash
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pip install predicatelabs
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pip install predicate-sdk
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playwright install chromium
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```
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examples/browser-use/README.md

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Install both packages together using the optional dependency:
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```bash
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pip install "predicatelabs[browser-use]"
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pip install "predicate-sdk[browser-use]"
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```
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Or install separately:
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```bash
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pip install predicatelabs browser-use
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pip install predicate-sdk browser-use
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```
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## Quick Start

examples/browser-use/integration.py

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using Sentience's snapshot-based grounding instead of coordinate estimation.
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Requirements:
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pip install "predicatelabs[browser-use]" python-dotenv
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pip install "predicate-sdk[browser-use]" python-dotenv
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Or install separately:
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pip install predicatelabs browser-use python-dotenv
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pip install predicate-sdk browser-use python-dotenv
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Usage:
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python examples/browser-use/integration.py
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print("Extension path:", get_extension_dir())
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print()
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print("To run with a real browser:")
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print(' 1. pip install "predicatelabs[browser-use]" python-dotenv')
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print(' 1. pip install "predicate-sdk[browser-use]" python-dotenv')
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print(" 2. Uncomment the browser-use imports and code sections")
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print(" 3. Run: python examples/browser-use/integration.py")
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examples/lang-chain/README.md

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Install:
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```bash
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pip install predicatelabs[langchain]
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pip install predicate-sdk[langchain]
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```
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Examples:

examples/lang-chain/langchain_tools_demo.py

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Example: Build Sentience LangChain tools (async-only).
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Install:
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pip install predicatelabs[langchain]
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pip install predicate-sdk[langchain]
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Run:
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python examples/lang-chain/langchain_tools_demo.py

examples/lang-chain/langgraph_self_correcting_graph.py

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LangGraph reference example: Sentience observe → act → verify → branch (self-correcting).
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Install:
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pip install predicatelabs[langchain]
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pip install predicate-sdk[langchain]
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Run:
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python examples/lang-chain/langgraph_self_correcting_graph.py

examples/langgraph/sentience_self_correcting_graph.py

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LangGraph reference example: Sentience observe → act → verify → branch (self-correcting).
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Install:
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pip install predicatelabs[langchain]
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pip install predicate-sdk[langchain]
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Run:
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python examples/langgraph/sentience_self_correcting_graph.py

examples/pydantic_ai/pydantic_ai_self_correcting_click.py

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Example: PydanticAI + Sentience self-correcting action loop using URL guards.
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Run:
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pip install predicatelabs[pydanticai]
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pip install predicate-sdk[pydanticai]
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python examples/pydantic_ai/pydantic_ai_self_correcting_click.py
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"""
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