2 Commits

Author SHA1 Message Date
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
Nathan Evans
c8c354e357
Artifact cleanup (#1341)
* Add source documents for verb tests

* Remove entity_type erroneous column

* Add new test data

* Remove source/target degree columns

* Remove top_level_node_id

* Remove chunk column configs

* Rename "chunk" to "text"

* Rename "chunk" to "text" in base

* Re-map document input to use base text units

* Revert base text units as final documents dep

* Update test data

* Split/rename node source_id

* Drop node size (dup of degree)

* Drop document_ids from covariates

* Remove unused document_ids from models

* Remove n_tokens from covariate table

* Fix missed document_ids delete

* Wire base text units to final documents

* Rename relationship rank as combined_degree

* Add rank as first-class property to Relationship

* Remove split_text operation

* Fix relationships test parquet

* Update test parquets

* Add entity ids to community table

* Remove stored graph embedding columns

* Format

* Semver

* Fix JSON typo

* Spelling

* Rename lancedb

* Sort lancedb

* Fix unit test

* Fix test to account for changing period

* Update tests for separate embeddings

* Format

* Better assertion printing

* Fix unit test for windows

* Rename document.raw_content -> document.text

* Remove read_documents function

* Remove unused document summary from model

* Remove unused imports

* Format

* Add new snapshots to default init

* Use util to construct embeddings collection name

* Align inc index model with branch changes

* Update data and tests for int ids

* Clean up embedding locs

* Switch entity "name" to "title" for consistency

* Fix short_id -> human_readable_id defaults

* Format

* Rework community IDs

* Fix community size compute

* Fix unit tests

* Fix report read

* Pare down nodes table output

* Fix unit test

* Fix merge

* Fix community loading

* Format

* Fix community id report extraction

* Update tests

* Consistent short IDs and ordering

* Update ordering and tests

* Update incremental for new nodes model

* Guard document columns loc

* Match column ordering

* Fix document guard

* Update smoke tests

* Fill NA on community extract

* Logging for smoke test debug

* Add parquet schema details doc

* Fix community hierarchy guard

* Use better empty hierarchy guard

* Back-compat shims

* Semver

* Fix warning

* Format

* Remove default fallback

* Reuse key
2024-11-13 15:11:19 -08:00