18 Commits

Author SHA1 Message Date
Alonso Guevara
53950f8442
Fix/model provider key injection check (#1799)
* Check available models for type validation

* Semver

* Fix ruff and pyright

* Apply feedback
2025-03-11 17:48:30 -06:00
Gabriel Nieves-Ponce
e39d869bed
Added support for verbose logging and csv-metadata to the prompt tune… (#1789)
* Added support for verbose logging and csv-metadata to the prompt tune client.

* Updated community report summarization file name and prompt template

* updated semversioner

* ran ruff linter

* Ran poe format

* Fix Ruff complains

* Fix a new ruff complain :P

* Pyright

* Fix tests

---------

Co-authored-by: Gabriel Nieves <gnievesponce@microsoft.com>
Co-authored-by: Alonso Guevara <alonsog@microsoft.com>
2025-03-11 14:55:02 -06:00
Alonso Guevara
e0d233fe10
Feat/llm provider query (#1735)
* Add ModelProvider to Query package.

* Spellcheck + others

* Semver

* Fix tests

* Format

* Fix Pyright

* Fix tests

* Fix for smoke tests
2025-02-24 18:35:51 -06:00
Alonso Guevara
7bdeaee94a
Create Language Model Providers and Registry methods. Remove fnllm coupling (#1724)
* Base structure

* Add fnllm providers and Mock LLM

* Remove fnllm coupling, introduce llm providers

* Ruff + Tests fix

* Spellcheck

* Semver

* Format

* Default MockChat params

* Fix more tests

* Fix embedding smoke test

* Fix embeddings smoke test

* Fix MockEmbeddingLLM

* Rename LLM to model. Package organization

* Fix prompt tuning

* Oops

* Oops II
2025-02-20 08:56:20 -06:00
Dayenne Souza
b94290ec2b
add option to add metadata into text chunks (#1681)
* add new options

* add metadata json into input document

* remove doc change

* add metadata column into text loader

* prepend_metadata

* run fix

* fix tests and patch

* fix test

* add watrning for metadata tokens > config size

* fix typo and run fix

* fix test_integration

* fix test

* run check

* rename and fix chunking

* fix

* fix

* fiz test verbs

* fix

* fix tests

* fix chunking

* fix index

* fix cosmos test

* fix vars

* fix after PR

* fix
2025-02-12 09:38:03 -08:00
Derek Worthen
c644338bae
Refactor config (#1593)
* Refactor config

- Add new ModelConfig to represent LLM settings
    - Combines LLMParameters, ParallelizationParameters, encoding_model, and async_mode
- Add top level models config that is a list of available LLM ModelConfigs
- Remove LLMConfig inheritance and delete LLMConfig
    - Replace the inheritance with a model_id reference to the ModelConfig listed in the top level models config
- Remove all fallbacks and hydration logic from create_graphrag_config
    - This removes the automatic env variable overrides
- Support env variables within config files using Templating
    - This requires "$" to be escaped with extra "$" so ".*\\.txt$" becomes ".*\\.txt$$"
- Update init content to initialize new config file with the ModelConfig structure

* Use dict of ModelConfig instead of list

* Add model validations and unit tests

* Fix ruff checks

* Add semversioner change

* Fix unit tests

* validate root_dir in pydantic model

* Rename ModelConfig to LanguageModelConfig

* Rename ModelConfigMissingError to LanguageModelConfigMissingError

* Add validationg for unexpected API keys

* Allow skipping pydantic validation for testing/mocking purposes.

* Add default lm configs to verb tests

* smoke test

* remove config from flows to fix llm arg mapping

* Fix embedding llm arg mapping

* Remove timestamp from smoke test outputs

* Remove unused "subworkflows" smoke test properties

* Add models to smoke test configs

* Update smoke test output path

* Send logs to logs folder

* Fix output path

* Fix csv test file pattern

* Update placeholder

* Format

* Instantiate default model configs

* Fix unit tests for config defaults

* Fix migration notebook

* Remove create_pipeline_config

* Remove several unused config models

* Remove indexing embedding and input configs

* Move embeddings function to config

* Remove skip_workflows

* Remove skip embeddings in favor of explicit naming

* fix unit test spelling mistake

* self.models[model_id] is already a language model. Remove redundant casting.

* update validation errors to instruct users to rerun graphrag init

* instantiate LanguageModelConfigs with validation

* skip validation in unit tests

* update verb tests to use default model settings instead of skipping validation

* test using llm settings

* cleanup verb tests

* remove unsafe default model config

* remove the ability to skip pydantic validation

* remove None union types when default values are set

* move vector_store from embeddings to top level of config and delete resolve_paths

* update vector store settings

* fix vector store and smoke tests

* fix serializing vector_store settings

* fix vector_store usage

* fix vector_store type

* support cli overrides for loading graphrag config

* rename storage to output

* Add --force flag to init

* Remove run_id and resume, fix Drift config assignment

* Ruff

---------

Co-authored-by: Nathan Evans <github@talkswithnumbers.com>
Co-authored-by: Alonso Guevara <alonsog@microsoft.com>
2025-01-21 17:52:06 -06:00
Josh Bradley
cbb8f8788e
Fix storage class instantiation (#1582) 2025-01-03 17:39:44 -05:00
Nathan Evans
a2647da473
Simplify flow config (#1554)
* Flatten compute_communities config

* Remove cluster strategy type

* Flatten create_base_text_units config

* Move cluster seed to config default, leave as None in functions

* Remove "prechunked" logic

* Remove hard-coded encoding model

* Remove unused variables

* Strongly type embed_config

* Simplify layout_graph config

* Semver

* Fix integration test

* Fix config unit tests: ignore new config defaults

* Remove pipeline integ test
2024-12-27 16:38:36 -08:00
KennyZhang1
8368b12532
Add Cosmos DB storage/cache option (#1431)
* added cosmosdb constructor and database methods

* added rest of abstract method headers

* added cosmos db container methods

* implemented has and delete methods

* finished implementing abstract class methods

* integrated class into storage factory

* integrated cosmosdb class into cache factory

* added support for new config file fields

* replaced primary key cosmosdb initialization with connection strings

* modified cosmosdb setter to require json

* Fix non-default emitters

* Format

* Ruff

* ruff

* first successful run of cosmosdb indexing

* removed extraneous container_name setting

* require base_dir to be typed as str

* reverted merged changed from closed branch

* removed nested try statement

* readded initial non-parquet emitter fix

* added basic support for parquet emitter using internal conversions

* merged with main and resolved conflicts

* fixed more merge conflicts

* added cosmosdb functionality to query pipeline

* tested query for cosmosdb

* collapsed cosmosdb schema to use minimal containers and databases

* simplified create_database and create_container functions

* ruff fixes and semversioner

* spellcheck and ci fixes

* updated pyproject toml and lock file

* apply fixes after merge from main

* add temporary comments

* refactor cache factory

* refactored storage factory

* minor formatting

* update dictionary

* fix spellcheck typo

* fix default value

* fix pydantic model defaults

* update pydantic models

* fix init_content

* cleanup how factory passes parameters to file storage

* remove unnecessary output file type

* update pydantic model

* cleanup code

* implemented clear method

* fix merge from main

* add test stub for cosmosdb

* regenerate lock file

* modified set method to collapse parquet rows

* modified get method to collapse parquet rows

* updated has and delete methods and docstrings to adhere to new schema

* added prefix helper function

* replaced delimiter for prefixed id

* verified empty tests are passing

* fix merges from main

* add find test

* update cicd step name

* tested querying for new schema

* resolved errors from merge conflicts

* refactored set method to handle cache in new schema

* refactored get method to handle cache in new schema

* force unique ids to be written to cosmos for nodes

* found bug with has and delete methods

* modified has and delete to work with cache in new schema

* fix the merge from main

* minor typo fixes

* update lock file

* spellcheck fix

* fix init function signature

* minor formatting updates

* remove https protocol

* change localhost to 127.0.0.1 address

* update pytest to use bacj engine

* verified cache tests

* improved speed of has function

* resolved pytest error with find function

* added test for child method

* make container_name variable private as _container_name

* minor variable name fix

* cleanup cosmos pytest and make the cosmosdb storage class operations more efficient

* update cicd to use different cosmosdb emulator

* test with http protocol

* added pytest for clear()

* add longer timeout for cosmosdb emulator startup

* revert http connection back to https

* add comments to cicd code for future dev usage

* set to container and database clients to none upon deletion

* ruff changes

* add comments to cicd code

* removed unneeded None statements and ruff fixes

* more ruff fixes

* Update test_run.py

* remove unnecessary call to delete container

* ruff format updates

* Reverted test_run.py

* fix ruff formatter errors

* cleanup variable names to be more consistent

* remove extra semversioner file

* revert pydantic model changes

* revert pydantic model change

* revert pydantic model change

* re-enable inline formatting rule

* update documentation in dev guide

---------

Co-authored-by: Alonso Guevara <alonsog@microsoft.com>
Co-authored-by: Josh Bradley <joshbradley@microsoft.com>
2024-12-19 13:43:21 -06:00
Nathan Evans
1d68af308b
Community workflow (#1495)
* Create separate communities workflow

* Add test for new workflow

* Rename workflows

* Collapse subflows into parents

* Rename flows, reuse variables

* Semver

* Fix integration test

* Fix smoke tests

* Fix megapipeline format

* Rename missed files

---------

Co-authored-by: Alonso Guevara <alonsog@microsoft.com>
2024-12-11 15:41:16 -06:00
Alonso Guevara
1c3b0f34c3
Chore/lib updates (#1477)
* Update dependencies and fix issues

* Format

* Semver

* Fix Pyright

* Pyright

* More Pyright

* Pyright
2024-12-06 14:08:24 -06:00
Nathan Evans
d17dfd01f9
Graph collapse (#1464)
* Refactor graph creation

* Semver

* Spellcheck

* Update integ pipeline

* Fix cast

* Improve pandas chaining

* Cleaner apply

* Use list comprehensions

---------

Co-authored-by: Alonso Guevara <alonsog@microsoft.com>
2024-12-05 11:57:26 -06:00
Josh Bradley
dad2176b3c
Miscellaneous code cleanup procedures (#1452) 2024-11-27 13:27:43 -05:00
Nathan Evans
634e3ed62a
Transient entity graph (#1349)
* Make base_entity_graph transient

* Add transient snapshots

* Semver

* Fix unit test

* Fix smoke tests
2024-11-04 17:23:29 -08:00
Nathan Evans
ce5b1207e0
Collapse graph documents workflows (#1284)
* Copy base documents logic into final documents

* Delete create_base_documents

* Combine graph creation under create_base_entity_graph

* Delete collapsed workflows

* Migrate most graph internals to nx.Graph

* Fix None edge case

* Semver

* Remove comment typo

* Fix smoke tests
2024-10-15 13:58:58 -06:00
Nathan Evans
61b3d6d56a
Migrate helper verbs (#1248)
* Remove genid

* Move snapshot_rows

* Move snapshot

* Delete spread_json

* Delete unzip

* Delete zip

* Move unpack_graph

* Move compute_edge_combined_degree

* Delete create_graph

* Delete concat

* Delete text replace

* Delete text_translate

* Move text_split

* Inline aggregate override

* Move cluster_graph

* Move merge_graphs

* Semver

* Move text_chunk

* Move layout_graph and fix some __init__s

* Move extract_covariates

* Rename text_split -> split_text

* Move extract_entities

* Move summarize_descriptions

* Rename text_chunk -> chunk_text

* Move community report creation

* Remove verb-level packing operators

* Streamline some naming

* Streamline param name/order

* Move mock LLM data to tests

* Fixed missed rename

* Update some strategy refs

* Rename run_gi

* Inject mock responses into integ test config
2024-10-09 13:46:44 -07:00
Nathan Evans
f5b4d2fea5
Ci streamline (#988)
* Remove excess vars from gh-pages build

* Delete redundant javascript ci

* Pull apart testing CI

* Clean up integration tests build

* Move storage tests to integration CI

* Take py 3.10 out of smoke tests matrix

* Use minimum supported python version for most tests

* Re-run main CI on any test change

* Add Josh and Kenny to author list

* Update auto-resolve perms
2024-08-21 15:16:15 -06:00
Alonso Guevara
81b81cf60b Initial Release 2024-07-01 15:25:30 -06:00