Commit graph

112 commits

Author SHA1 Message Date
prestonrasmussen
29ba336189 remove parallel runtime and build dynamic indexes sequentially 2025-09-03 13:53:12 -04:00
Preston Rasmussen
da6f3336bb
update-tests (#872)
* update-tests

* unit test update

* update tests

* update tests

* update kuzu query

* update

* update query

* update args

* fix bulk episode add

* make handling better
2025-08-31 13:19:29 -04:00
Siddhartha Sahu
8802b7db13
Add support for Kuzu as the graph driver (#799)
* Fix FalkoDB tests

* Add support for graph memory using Kuzu

* Fix lints

* Fix queries

* Add tests

* Add comments

* Add more test coverage

* Add mocked tests

* Format

* Add mocked tests II

* Refactor community queries

* Add more mocked tests

* Refactor tests to always cleanup

* Add more mocked tests

* Update kuzu

* Refactor how filters are built

* Add more mocked tests

* Refactor and cleanup

* Fix tests

* Fix lints

* Refactor tests

* Disable neptune

* Fix

* Update kuzu version

* Update kuzu to latest release

* Fix filter

* Fix query

* Fix Neptune query

* Fix bulk queries

* Fix lints

* Fix deletes

* Comments and format

* Add Kuzu to the README

* Fix bulk queries

* Test all fields of nodes and edges

* Fix lints

* Update search_utils.py

---------

Co-authored-by: Preston Rasmussen <109292228+prasmussen15@users.noreply.github.com>
2025-08-27 11:45:21 -04:00
Preston Rasmussen
309159bccb
update migration (#870)
* update migration

* bump version

* close driver
2025-08-27 11:13:10 -04:00
bechbd
41c3da2440
Fixed issue where creating indices was not called for Neptune and added missing quickstart example (#850)
* Rebased Neptune changes based on significant rework done

* Updated the README documentation

* Fixed linting and formatting

* Update README.md

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

* Update graphiti_core/driver/neptune_driver.py

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

* Update README.md

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

* Addressed feedback from code review

* Updated the README documentation for clarity

* Updated the README and neptune_driver based on PR feedback

* Update node_db_queries.py

* bug: Fixed issue with missing call to create indicies for Neptune and added quickstart example

* chore: added pyright to ignore the attribute not in GrapHDriver

* Fixed quickstart with feedback from automated PR

---------

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
Co-authored-by: Preston Rasmussen <109292228+prasmussen15@users.noreply.github.com>
2025-08-26 11:51:20 -04:00
Preston Rasmussen
0ac7ded4d1
use hnsw indexes (#859)
* use hnsw indexes

* add migration

* updates

* add group_id validation

* updates

* add type annotation

* updates

* update

* swap to prerelease
2025-08-25 12:31:35 -04:00
bechbd
ef56dc779a
Amazon Neptune Support (#793)
* Rebased Neptune changes based on significant rework done

* Updated the README documentation

* Fixed linting and formatting

* Update README.md

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

* Update graphiti_core/driver/neptune_driver.py

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

* Update README.md

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

* Addressed feedback from code review

* Updated the README documentation for clarity

* Updated the README and neptune_driver based on PR feedback

* Update node_db_queries.py

---------

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
Co-authored-by: Preston Rasmussen <109292228+prasmussen15@users.noreply.github.com>
2025-08-20 10:56:03 -04:00
Preston Rasmussen
1c27a3563b
update prompts and support thinking models (#846)
* update prompts and support thinking models

* update

* type ignore
2025-08-19 12:31:50 -04:00
Gal Shubeli
1abb4b0fa3
Fix Community Operations with FalkorDB (#824)
* Update node_db_queries.py

* Update node_db_queries.py

* fix-community-operations

---------

Co-authored-by: Naseem Ali <34807727+Naseem77@users.noreply.github.com>
2025-08-18 10:38:24 -04:00
Preston Rasmussen
baa6825708
ensure ascii default to false (#817) 2025-08-08 11:20:02 -04:00
HUGO SON
ce9ef3ca79
Add support for non-ASCII characters in LLM prompts (#805)
* Add support for non-ASCII characters in LLM prompts

- Add ensure_ascii parameter to Graphiti class (default: True)
- Create to_prompt_json helper function for consistent JSON serialization
- Update all prompt files to use new helper function
- Preserve Korean/Japanese/Chinese characters when ensure_ascii=False
- Maintain backward compatibility with existing behavior

Fixes issue where non-ASCII characters were escaped as unicode sequences
in prompts, making them unreadable in LLM logs and potentially affecting
model understanding.

* Remove unused json imports after replacing with to_prompt_json helper

- Fix ruff lint errors (F401) for unused json imports
- All prompt files now use to_prompt_json helper instead of json.dumps
- Maintains clean code style and passes lint checks

* Fix ensure_ascii propagation to all LLM calls

- Add ensure_ascii parameter to maintenance operation functions that were missing it
- Update function signatures in node_operations, community_operations, temporal_operations, and edge_operations
- Ensure all llm_client.generate_response calls receive proper ensure_ascii context
- Fix hardcoded ensure_ascii: True values that prevented non-ASCII character preservation
- Maintain backward compatibility with default ensure_ascii=True
- Complete the fix for issue #804 ensuring Korean/Japanese/Chinese characters are properly handled in LLM prompts
2025-08-08 11:07:32 -04:00
Preston Rasmussen
ab8106cb4f
move summary out of attribute extraction (#792)
* move summary out of attribute extraction

* linter

* linter

* fix db query
2025-07-31 12:15:21 -04:00
Preston Rasmussen
19bddb5528
validate pydantic objects (#783)
* validate pydantic objects

* unused imports

* linter
2025-07-29 17:54:09 -04:00
Daniel Chalef
dcc9da3f68
chore/prepare kuzu integration (#762)
* Prepare code

* Fix tests

* As -> AS, remove trailing spaces

* Enable more tests for FalkorDB

* Fix more cypher queries

* Return all created nodes and edges

* Add Neo4j service to unit tests workflow

- Introduced Neo4j as a service in the GitHub Actions workflow for unit tests.
- Configured Neo4j with appropriate ports, authentication, and health checks.
- Updated test steps to include waiting for Neo4j and running integration tests against it.
- Set environment variables for Neo4j connection in both non-integration and integration test steps.

* Update Neo4j authentication in unit tests workflow

- Changed Neo4j authentication password from 'test' to 'testpass' in the GitHub Actions workflow.
- Updated health check command to reflect the new password.
- Ensured consistency across all test steps that utilize Neo4j credentials.

* fix health check

* Fix Neo4j integration tests in CI workflow

Remove reference to non-existent test_neo4j_driver.py file from test command.
Integration tests now run via parametrized tests using the drivers list.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

* Add OPENAI_API_KEY to Neo4j integration tests

Neo4j integration tests require OpenAI API access for LLM functionality.
Add the secret environment variable to enable these tests to run properly.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

* Fix Neo4j Cypher syntax error in BFS search queries

Replace parameter substitution in relationship pattern ranges (*1..$depth)
with direct string interpolation (*1..{bfs_max_depth}). Neo4j doesn't allow
parameter maps in MATCH pattern ranges - they must be literal values.

Fixed in both node_bfs_search and edge_bfs_search functions.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

* Fix variable name mismatch in edge_bfs_search query

Change relationship variable from 'r' to 'e' to match ENTITY_EDGE_RETURN
constant expectations. The ENTITY_EDGE_RETURN constant references variable
'e' for relationships, but the query was using 'r', causing "Variable e
not defined" errors.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

* Isolate database tests in CI workflow

- FalkorDB tests: Add DISABLE_NEO4J=1 and remove Neo4j env vars
- Neo4j tests: Keep current setup without DISABLE_NEO4J flag

This ensures proper test isolation where each test suite only runs
against its intended database backend.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

---------

Co-authored-by: Siddhartha Sahu <sid@kuzudb.com>
Co-authored-by: Claude <noreply@anthropic.com>
2025-07-29 09:07:34 -04:00
Preston Rasmussen
0ac2541b35
make egg_operations more robust (#737)
update
2025-07-16 17:12:20 -04:00
Preston Rasmussen
5d45d71259
Bulk updates (#732)
* updates

* update

* update

* typo

* linter
2025-07-16 02:26:33 -04:00
Preston Rasmussen
62df6624d4
bulk utils update (#727)
* bulk utils update

* remove unused imports

* edge model type guard
2025-07-15 11:42:08 -04:00
Daniel Chalef
aa6e38856a
[REFACTOR][FIX] Move away from DEFAULT_DATABASE environment variable in favour of driver-config support (dc) (#699)
* fix: remove global DEFAULT_DATABASE usage in favor of driver-specific
config

Fixes bugs introduced in PR #607. This removes reliance on the global
DEFAULT_DATABASE environment variable. It specifies the database within
each driver. PR #607 introduced a Neo4j compatability, as the database
names are different when attempting to support FalkorDB.

This refactor improves compatability across database types and ensures
future reliance by isolating the configuraiton to the driver level.

* fix: make falkordb support optional

This ensures that the the optional dependency and subsequent import is compliant with the graphiti-core project dependencies.

* chore: fmt code

* chore: undo changes to uv.lock

* fix: undo potentially breaking changes to drive interface

* fix: ensure a default database of "None" is provided - falling back to internal default

* chore: ensure default value exists for session and delete_all_indexes

* chore: fix typos and grammar

* chore: update package versions and dependencies in uv.lock and bulk_utils.py

* docs: update database configuration instructions for Neo4j and FalkorDB

Clarified default database names and how to override them in driver constructors. Updated testing requirements to include specific commands for running integration and unit tests.

* fix: ensure params defaults to an empty dictionary in Neo4jDriver

Updated the execute_query method to initialize params as an empty dictionary if not provided, ensuring compatibility with the database configuration.

---------

Co-authored-by: Urmzd <urmzd@dal.ca>
2025-07-10 17:25:39 -04:00
Preston Rasmussen
0675ac2b7d
Bulk ingestion (#698)
* partial

* update

* update

* update

* update

* updates

* updates

* update

* update
2025-07-10 12:14:49 -04:00
Preston Rasmussen
71360d91fc
reformat (#655) 2025-07-01 12:26:15 -04:00
Daniel Chalef
8213d10d44
migrate to pyright (#646)
* migrate to pyright

* Refactor type checking to use Pyright, update dependencies, and clean up code.

- Replaced MyPy with Pyright in configuration files and CI workflows.
- Updated `pyproject.toml` and `uv.lock` to reflect new dependencies and versions.
- Adjusted type hints and fixed minor code issues across various modules for better compatibility with Pyright.
- Added new packages `backoff` and `posthog` to the project dependencies.

* Update CI workflows to install all extra dependencies for type checking and unit tests

* Update dependencies in uv.lock to replace MyPy with Pyright and add nodeenv package. Adjust type hinting in config.py for compatibility with Pyright.
2025-06-30 12:04:21 -07:00
Gal Shubeli
6e6115c134
FalkorDB Integration: Bug Fixes and Unit Tests (#607)
* fixes-and-tests

* update-workflow

* lint-fixes

* mypy-fixes

* fix-falkor-tests

* Update poetry.lock after pyproject.toml changes

* update-yml

* fix-tests

* comp-tests

* typo

* fix-tests

---------

Co-authored-by: Guy Korland <gkorland@gmail.com>
2025-06-30 11:01:44 -04:00
Daniel Chalef
c29893d972
Excluded entity type filtering (#624)
* excluded entities filtering

* Fix variable name casing in test_entity_exclusion_int.py for consistency
2025-06-26 20:54:43 -07:00
Preston Rasmussen
2b27353097
Node name bug fix (#622)
* fixes

* fix bugs

* change version
2025-06-24 17:13:27 -04:00
Preston Rasmussen
2b0bc21b21
be more explicit about edge type signatures (#600)
* be more explicit about edge type signatures

* bump version

* update
2025-06-18 16:01:00 -04:00
Preston Rasmussen
e8bf81fc6b
add IS_DUPLICATE_OF edges (#599)
* add IS_DUPLICATE_OF edges

* cypher query update

* robust handling
2025-06-17 11:56:55 -04:00
Preston Rasmussen
19fde653a6
update driver (#583)
* update driver

* mypy updates

* mypy updates

* mypy updates

* Update graphiti_core/graph_queries.py

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

* mypy updates

* mypy

* mypy updates

* mypy updates

* mypy updates

* mypy updates

---------

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
2025-06-13 14:12:09 -04:00
Preston Rasmussen
14146dc46f
Add support for falkordb (#575)
* [wip] add support for falkordb

* updates

* fix-async

* progress

* fix-issues

* rm-date-handler

* red-code

* rm-uns-try

* fix-exm

* rm-un-lines

* fix-comments

* fix-se-utils

* fix-falkor-readme

* fix-falkor-cosine-score

* update-falkor-ver

* fix-vec-sim

* min-updates

* make format

* update graph driver abstraction

* poetry lock

* updates

* linter

* Update graphiti_core/search/search_utils.py

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

---------

Co-authored-by: Dudi Zimberknopf <zimber.dudi@gmail.com>
Co-authored-by: Gal Shubeli <galshubeli93@gmail.com>
Co-authored-by: Gal Shubeli <124919062+galshubeli@users.noreply.github.com>
Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
2025-06-13 12:06:57 -04:00
Preston Rasmussen
ebee09b335
Edge extraction and Node Deduplication updates (#564)
* update tests

* updated fact extraction

* optimize node deduplication

* linting

* Update graphiti_core/utils/maintenance/edge_operations.py

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

---------

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
2025-06-06 12:28:52 -04:00
Preston Rasmussen
a9a6ee6bf0
edge operations update (#539)
* edge operations update

* bump version

* edge name

* update
2025-05-28 16:33:20 -04:00
Preston Rasmussen
5fe2f588a6
Edge type search (#537)
* add filters

* search filter

* Update graphiti_core/search/search_utils.py

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

---------

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
2025-05-27 13:16:28 -04:00
Pavlo Paliychuk
b295f57e78
fix: update key name in edge attributes context (#531) 2025-05-27 09:58:51 -04:00
Preston Rasmussen
db7595fe63
Edge types (#501)
* update entity edge attributes

* Adding prompts

* extract fact attributes

* edge types

* edge types no regressions

* mypy

* mypy update

* Update graphiti_core/prompts/dedupe_edges.py

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

* Update graphiti_core/prompts/dedupe_edges.py

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

* mypy

---------

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
2025-05-19 13:30:56 -04:00
Preston Rasmussen
9422b6f5fb
Node dedupe efficiency (#490)
* update resolve extracted edge

* updated edge resolution

* dedupe nodes update

* single pass node resolution

* updates

* mypy updates

* Update graphiti_core/prompts/dedupe_nodes.py

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

* remove unused imports

* mypy

---------

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
2025-05-15 13:56:33 -04:00
Preston Rasmussen
4198483993
improve memory leak (#478) 2025-05-12 16:32:27 -04:00
Preston Rasmussen
baebe79731
updates (#463)
* updates

* bump version
2025-05-09 15:00:08 -04:00
Preston Rasmussen
e75feff45e
pre4 (#462)
* pre4

* update

* update
2025-05-08 18:25:22 -04:00
Preston Rasmussen
89c4ee8cad
make bulk save more robust (#461)
* make bulk save more robust

* updates
2025-05-08 15:34:13 -04:00
Preston Rasmussen
a5f1f03372
Add episode fix (#460)
* fix add episode

* bump version
2025-05-08 14:04:40 -04:00
Preston Rasmussen
fd9969b5a1
Update dedupe prompt (#457)
* improve dedupe logic

* cut summary length

* update unit tests
2025-05-07 23:23:31 -04:00
prestonrasmussen
8ce9b1e157 fix bugs 2025-05-07 22:46:35 -04:00
Preston Rasmussen
1f2f1eeab5
Size optimizations (#456)
* memory optimizations for vectors

* debugged

* unused import

* Update graphiti_core/edges.py

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

---------

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
2025-05-07 20:08:30 -04:00
Preston Rasmussen
6b85e92105
Fix empty node name issues (#433)
* fixes

* fix

* remove unused imports

* format

* bump version
2025-05-02 12:16:26 -04:00
Preston Rasmussen
2ffc58b3da
small model fix (#432)
* updated dedupe nodes operations

* updates

* Update examples/podcast/podcast_transcript.txt

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

* mypy

---------

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
2025-05-02 10:08:25 -04:00
Preston Rasmussen
e9e511b16d
filter out empty node names (#427)
* filter out empty node names

* Update graphiti_core/utils/maintenance/node_operations.py

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

---------

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
2025-04-30 21:40:36 -04:00
Preston Rasmussen
c7f1db9974
source description (#424) 2025-04-30 15:18:28 -04:00
Preston Rasmussen
1193b25fa3
add_episode() refactor (#421)
* temporal updates

* update resolve nodes

* dedupe edge updates

* edge dedupe

* extract attributes

* update dynamic pydantic model

* first pass of extract node attributes

* no errors

* bug fixes

* bug fixes

* prompt updates

* prompt updates

* updates

* updates

* remove unused imports

* update tests based on changes

* remove unused import
2025-04-30 12:08:52 -04:00
Preston Rasmussen
7ee4e38616
Eval updates (#404)
* update eval

* make format

* remove unused imports

* mypy
2025-04-27 14:27:47 -04:00
Preston Rasmussen
0b94e0e603
Bulk embed (#403)
* add batch embeddings

* bulk edge and node embeddings

* update embeddings during add_episode

* Update graphiti_core/embedder/client.py

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>

* mypy

---------

Co-authored-by: ellipsis-dev[bot] <65095814+ellipsis-dev[bot]@users.noreply.github.com>
2025-04-26 22:09:12 -04:00
Preston Rasmussen
a26b25dc06
Add episode refactor (#399)
* partial refactor

* get relevant nodes refactor

* load edges updates

* refactor triplets

* not there yet

* node search update

* working refactor

* updates

* mypy

* mypy
2025-04-26 00:24:23 -04:00