Functions — github.com/MarchLiu/hypatia

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Functions397 in github.com/MarchLiu/hypatia

⨍ Functions 397◇ Types & classes 73

↓ 2 callersMethodtable_name

(&self)

src/model/query.rs:69

↓ 2 callersMethodunregister

Unregister a shelf by name.

src/storage/shelf_registry.rs:41

↓ 2 callersMethodupdate_knowledge

(&self, name: &str, content: &Content)

src/storage/duckdb_store.rs:129

↓ 2 callersMethodvector_search_statements

Search statement entries by vector similarity (cosine distance). Returns (triple, content_json, distance) tuples sorted by similarity.

src/storage/duckdb_store.rs:414

↓ 1 callersMethodapi_key

(&self)

src/embedding/provider.rs:342

↓ 1 callersFunctionast_to_value

Convert an AST node back to a JSON value (for $quote).

src/engine/evaluator.rs:283

↓ 1 callersMethodbackfill_vectors

Generate embedding vectors for all entries that don't have one yet. Idempotent: entries that already have vectors are skipped.

src/lab.rs:241

↓ 1 callersFunctionbuild_provider

Build the appropriate provider from config.

src/embedding/provider.rs:487

↓ 1 callersMethodclear_knowledge_embedding

Clear the embedding vector for a knowledge entry.

src/storage/duckdb_store.rs:357

↓ 1 callersFunctioncompute_f1

Compute token-level F1 between predicted text and gold answer.

scripts/locomo_eval.py:79

↓ 1 callersFunctioncompute_ndcg_at_k

NDCG@k for binary relevance.

scripts/longmemeval_eval.py:79

↓ 1 callersFunctioncompute_recall_at_k

Whether any expected item appears in top-k retrieved items.

scripts/longmemeval_eval.py:71

↓ 1 callersFunctioncontains_chinese

Check whether the text contains any CJK Unified Ideographs (U+4E00..U+9FFF).

src/text.rs:36

↓ 1 callersFunctioncopy_dir_recursive

Recursively copy a directory tree.

src/storage/shelf_manager.rs:325

↓ 1 callersFunctioncopy_dir_recursive

(src: &Path, dest: &Path)

src/embedding/config.rs:468

↓ 1 callersFunctioncsv_escape

Escape a field for CSV: wrap in quotes if it contains comma, quote, or newline.

src/model/statement.rs:56

↓ 1 callersFunctioncsv_split

Split a CSV line respecting quoted fields.

src/model/statement.rs:65

↓ 1 callersFunctiondefault_shelf_dir

()

tests/longmemeval.rs:108

↓ 1 callersFunctiondefault_shelf_dir

()

tests/locomo.rs:112

↓ 1 callersMethoddimensions

Effective dimensions for the active provider.

src/embedding/config.rs:551

↓ 1 callersFunctiondirs_home

()

src/storage/shelf_manager.rs:317

↓ 1 callersFunctiondirs_home

()

src/storage/shelf_registry.rs:68

↓ 1 callersFunctiondirs_home

()

src/embedding/embedder.rs:16

↓ 1 callersFunctiondownload

(variant: str, output_dir: Path)

scripts/longmemeval_download.py:31

↓ 1 callersMethodensure_default

Ensure the default shelf is registered and connected.

src/storage/shelf_manager.rs:301

↓ 1 callersMethodensure_loaded

(&self)

src/embedding/provider.rs:95

↓ 1 callersFunctionevaluate_retrieval

Compute retrieval metrics grouped by ability and question type.

scripts/longmemeval_eval.py:92

↓ 1 callersFunctionexecute_command

(lab: &mut Lab, cmd: Commands)

src/cli/commands.rs:210

↓ 1 callersMethodexecute_khop

( &self, _subject: &str, _predicate: Option<&str>, _depth: i64

src/engine/evaluator.rs:352

↓ 1 callersFunctionexecute_model_command

(cmd: ModelCommands)

src/cli/commands.rs:477

↓ 1 callersMethodexecute_search

(&self, query: &str, opts: &SearchOpts)

src/storage/shelf_manager.rs:37

↓ 1 callersFunctionextract_embedding

Extract embedding from model output. `needs_pooling` is true when using token_embeddings (index 0), false for sentence_embedding (index 1). `pooling`

src/embedding/provider.rs:231

↓ 1 callersFunctionextract_sessions

(conv_data: &ConversationData)

tests/locomo.rs:81

↓ 1 callersFunctionfind_latest_snapshot

Find the best snapshot directory in HF cache. Tries snapshots in mtime order (newest first), but only returns one that actually contains usable model

src/embedding/config.rs:250

↓ 1 callersMethodgenerate

(&mut self)

tests/bench_data.rs:183

↓ 1 callersFunctiongenerate_answers

Generate answers using an LLM with retrieved context.

scripts/longmemeval_eval.py:209

↓ 1 callersMethodgenerate_knowledge

(&mut self)

tests/bench_data.rs:268

↓ 1 callersMethodgenerate_needles

(&mut self)

tests/bench_data.rs:232

↓ 1 callersMethodgenerate_queries

(&mut self)

tests/bench_data.rs:321

↓ 1 callersMethodgenerate_statements

(&mut self)

tests/bench_data.rs:292

↓ 1 callersMethodget_archive_path

Get the absolute path for an archive file by its relative path.

src/lab.rs:217

↓ 1 callersFunctionget_judge_prompt

(question_type: str, question: str, answer: str, hypothesis: str)

scripts/longmemeval_eval.py:324

↓ 1 callersMethodhandle_dot_command

(&mut self, input: &str)

src/cli/repl.rs:58

↓ 1 callersMethodhandle_jse

(&mut self, input: &str)

src/cli/repl.rs:126

↓ 1 callersMethodinit_schema

(&self, dimensions: usize)

src/storage/duckdb_store.rs:84

↓ 1 callersMethodinit_schema

(&self)

src/storage/sqlite_store.rs:102

↓ 1 callersFunctionis_duplicate_column_error

(e: &rusqlite::Error)

src/storage/sqlite_store.rs:228

↓ 1 callersFunctionjudge_single

Get LLM judge score for a single QA pair.

scripts/locomo_eval.py:113

↓ 1 callersFunctionknowledge_to_row

(k: &crate::model::Knowledge)

src/storage/shelf_manager.rs:117

↓ 1 callersMethodknowledge_with_embeddings

Get all knowledge entries that have embeddings. Returns (name, content_json) pairs for backfill skip detection.

src/storage/duckdb_store.rs:448

↓ 1 callersFunctionl2_normalize

L2 normalize a vector.

src/embedding/provider.rs:310

↓ 1 callersMethodlist

List all registered shelves as (name, path) pairs.

src/storage/shelf_registry.rs:46

↓ 1 callersMethodlist_archives

List all archive files in the shelf's archives/ directory (relative paths).

src/lab.rs:224

↓ 1 callersFunctionlist_archives_recursive

(base: &Path, dir: &Path, results: &mut Vec<String>)

src/lab.rs:301

↓ 1 callersFunctionlist_local_models

List all models in ~/.hypatia/models/. Returns (name, path) pairs, e.g. ("BAAI/bge-m3", "~/.hypatia/models/BAAI/bge-m3").

src/embedding/config.rs:288

↓ 1 callersFunctionload_onnx_model

Load ONNX model and tokenizer from files.

src/embedding/provider.rs:165

↓ 1 callersMethodlocal_files_exist

Check if the local model files exist.

src/embedding/config.rs:559

↓ 1 callersFunctionmain

()

scripts/locomo_eval.py:308

↓ 1 callersFunctionmain

()

scripts/longmemeval_download.py:64

↓ 1 callersFunctionmain

()

scripts/longmemeval_eval.py:437

↓ 1 callersMethodparse

Parse a JSON value into an AstNode.

src/engine/parser.rs:21

↓ 1 callersFunctionprint_qa_report

(judge_results: dict)

scripts/longmemeval_eval.py:395

↓ 1 callersFunctionprint_report

Print formatted report.

scripts/locomo_eval.py:215

↓ 1 callersFunctionprint_retrieval_report

(results: list[dict], metrics: dict)

scripts/longmemeval_eval.py:131

↓ 1 callersMethodquery_knowledge

( &self, sql: &str, params: Vec<serde_json::Value>, )

src/storage/duckdb_store.rs:161

↓ 1 callersMethodquery_statements

( &self, sql: &str, params: Vec<serde_json::Value>, )

src/storage/duckdb_store.rs:289

↓ 1 callersMethodrandom_sentence

(&mut self)

tests/bench_data.rs:206

↓ 1 callersMethodrandom_tags

(&mut self)

tests/bench_data.rs:201

↓ 1 callersMethodrequest_with_retry

Send an embedding request with timeout and retry.

src/embedding/provider.rs:352

↓ 1 callersFunctionresolve_field

Resolve a field name to its SQL column reference.

src/engine/operators.rs:408

↓ 1 callersFunctionresolve_field_like

Resolve a field name for LIKE operations (requires VARCHAR). Timestamp columns are CAST to VARCHAR since DuckDB's LIKE doesn't accept TIMESTAMP.

src/engine/operators.rs:421

↓ 1 callersMethodrestore_registered

Restore all shelves from the registry (except "default", already connected).

src/storage/shelf_manager.rs:180

↓ 1 callersFunctionrun

()

src/cli/commands.rs:197

↓ 1 callersFunctionrun_judge

Run LLM-as-judge evaluation.

scripts/longmemeval_eval.py:343

↓ 1 callersFunctionrun_llm_judge

Run LLM judge on all results.

scripts/locomo_eval.py:163

↓ 1 callersFunctionrun_onnx_inference

Run ONNX model inference on a single text input.

src/embedding/provider.rs:181

↓ 1 callersFunctionsanitize_fts_query

Sanitize a query string for SQLite FTS5 by removing special characters that cause parse errors. Replaces them with spaces and collapses whitespace.

src/storage/sqlite_store.rs:237

↓ 1 callersMethodsearch

(&self, shelf: &str, query: &str, opts: SearchOpts)

src/lab.rs:121

↓ 1 callersMethodsearch

(&self, query: &str, opts: &SearchOpts)

src/service/search.rs:14

↓ 1 callersMethodsegment

(&self, text: &str)

src/text.rs:26

↓ 1 callersFunctionsetup_model_files

(shelf_path: &std::path::Path)

tests/longmemeval.rs:117

↓ 1 callersFunctionsetup_model_files

(shelf_path: &std::path::Path)

tests/locomo.rs:121

↓ 1 callersMethodsimilar

( &self, shelf: &str, query: &str, target: &str, limit: i64, )

src/lab.rs:130

↓ 1 callersFunctionsimple_stem

Approximate Porter stemming for English words.

scripts/locomo_eval.py:34

↓ 1 callersMethodstatements_without_embeddings

Get all statement entries that do NOT have embeddings. Returns (triple, content_json) pairs for backfill.

src/storage/duckdb_store.rs:492

↓ 1 callersMethodstore_archive

Store a file in the shelf's archives/ directory. `dest_relative` is the target path relative to archives/ (e.g., "euclid/fig1.png"). Returns the absol

src/lab.rs:204

↓ 1 callersMethodupdate

(&mut self, name: &str, content: Content)

src/service/knowledge.rs:52

↓ 1 callersMethodupdate_statement

( &self, key: &StatementKey, content: &Content, tr_start: Option<NaiveDateTime

src/storage/duckdb_store.rs:247

↓ 1 callersFunctionwalk

Recursive fallback: any .onnx file (excluding .onnx.data external data files)

src/embedding/config.rs:205

Functionalias_knowledge_columns_handles_combined

()

src/engine/evaluator.rs:578

Functionalias_knowledge_columns_preserves_name

()

src/engine/evaluator.rs:571

Functionalias_knowledge_columns_replaces_content

()

src/engine/evaluator.rs:557

Functionalias_knowledge_columns_replaces_created_at

()

src/engine/evaluator.rs:564

Functionand_operator

()

src/engine/operators.rs:482

Functionbackward_compat_no_synonyms

()

src/model/content.rs:177

Functionbm25_weights_key_over_data

()

src/storage/sqlite_store.rs:395

Methodbuild_fts_doc

(content: &Content, name: &str)

src/service/knowledge.rs:14

Methodbuild_fts_doc

(content: &Content, csv_key: &str)

src/service/statement.rs:16

Functionbuild_key_match_knowledge

()

src/engine/evaluator.rs:484

Functionbuild_key_match_statement

()

src/engine/evaluator.rs:494

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