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## Description
Resolve Gemini Adapter issues:
1. resolve embedding batch issue,
2. Resolve slowness because gemini tokenizer was sending word per word
to Googles API to count tokens (using OpenAI's local tokenizer to count
tokens for Gemini now)
3. Update deprecated library and move to instructor
## Type of Change
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- [ ] New feature (non-breaking change that adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
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- [ ] Performance improvement
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## Pre-submission Checklist
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## Description
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Falkordb adapter didn't work on main repo, but we have it working on
community. Decision was to remove it from main repo, so it is removed.
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- Fix Windows process termination using taskkill instead of killpg
- Add Windows-compatible npm detection and commands
- Fix Next.js SSR error with dynamic imports
- Improve cloud API error handling for local mode
- Add frontend connection retry mechanism with 5 retries
- Fix string formatting in prompt loading
- Add cognee CLI entry point alongside cognee-cli
Resolves Windows compatibility issues and improves error handling
across CLI and frontend components.
- Added AdvancedPdfLoader class for enhanced PDF processing using the unstructured library.
- Integrated fallback mechanism to PyPdfLoader in case of unstructured library import failure or exceptions.
- Updated supported loaders to include AdvancedPdfLoader.
- Added unit tests for AdvancedPdfLoader to ensure functionality and error handling.
- Updated poetry.lock and pyproject.toml to include new dependencies and versions.
Signed-off-by: EricXiao <taoiaox@gmail.com>
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## Description
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Update default tutorial:
1. Use tutorial from [notebook_tutorial
branch](https://github.com/topoteretes/cognee/blob/notebook_tutorial/notebooks/tutorial.ipynb),
specifically - it's .zip version with all necessary data files
2. Use Jupyter Notebook `Notebook` abstractions to read, and map `ipynb`
into our Notebook model
3. Dynamically update starter notebook code blocks that reference
starter data files, and swap them with local paths to downloaded copies
4. Test coverage
| Before | After (storage backend = local) | After (s3) |
|--------|---------------------------------|------------|
| <img width="613" height="546" alt="Screenshot 2025-09-17 at 01 00 58"
src="https://github.com/user-attachments/assets/20b59021-96c1-4a83-977f-e064324bd758"
/> | <img width="1480" height="262" alt="Screenshot 2025-09-18 at 13 01
57"
src="https://github.com/user-attachments/assets/bd56ea78-7c6a-42e3-ae3f-4157da231b2d"
/> | <img width="1485" height="307" alt="Screenshot 2025-09-18 at 12 56
08"
src="https://github.com/user-attachments/assets/248ae720-4c78-445a-ba8b-8a2991ed3f80"
/> |
## File Replacements
### S3 Demo
https://github.com/user-attachments/assets/bd46eec9-ef77-4f69-9ef0-e7d1612ff9b3
---
### Local FS Demo
https://github.com/user-attachments/assets/8251cea0-81b3-4cac-a968-9576c358f334
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---------
Co-authored-by: Igor Ilic <igorilic03@gmail.com>
Co-authored-by: Igor Ilic <30923996+dexters1@users.noreply.github.com>
Co-authored-by: hajdul88 <52442977+hajdul88@users.noreply.github.com>
Co-authored-by: Gao,Wei <kaovip@gmail.com>
Co-authored-by: Vasilije <8619304+Vasilije1990@users.noreply.github.com>
Co-authored-by: Andrej Milicevic <milicevicandrej@yahoo.com>
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functionality to change)
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---------
Co-authored-by: Gao,Wei <kaovip@gmail.com>
Co-authored-by: Igor Ilic <30923996+dexters1@users.noreply.github.com>
Co-authored-by: Vasilije <8619304+Vasilije1990@users.noreply.github.com>
Co-authored-by: Andrej Milicevic <milicevicandrej@yahoo.com>
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## Description
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ChromaDB versions earlier than 0.4.13 don't work with pydantic v2. I
made some changes to the adapter to make it work for versions >= 0.6,
and I changed the chromadb version in the `pyproject.toml` file.
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## Description
Vector URL fix, MCP Fix
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the terms of the Topoteretes Developer Certificate of Origin.
---------
Co-authored-by: Boris <boris@topoteretes.com>
Co-authored-by: Boris Arzentar <borisarzentar@gmail.com>
