SYMBOL INDEX (2376 symbols across 232 files)

FILE: benchmarks/locomo/_run_impl.py
  class RunConfig (line 42) | class RunConfig:
  class PairRequest (line 74) | class PairRequest:
  function run_locomo (line 79) | def run_locomo(cfg: RunConfig) -> dict:
  function _resolve_run_id (line 386) | def _resolve_run_id(
  function _distinct_run_ids_from_provenance_sqlite (line 424) | def _distinct_run_ids_from_provenance_sqlite(path: Path) -> set[str]:
  function _distinct_run_ids_from_memori_sqlite (line 435) | def _distinct_run_ids_from_memori_sqlite(path: Path) -> set[str]:
  function _get_entity_id_sqlite (line 458) | def _get_entity_id_sqlite(*, sqlite_path: Path, entity_external_id: str)...
  function _count_entity_facts_sqlite (line 473) | def _count_entity_facts_sqlite(*, sqlite_path: Path, entity_db_id: int) ...
  function _init_memori (line 488) | def _init_memori(sqlite_path: Path) -> Memori:
  function _configure_aa_meta (line 497) | def _configure_aa_meta(mem: Memori, cfg: RunConfig) -> None:
  function _ingest_with_advanced_augmentation (line 505) | def _ingest_with_advanced_augmentation(
  function _aa_enqueue_pairs_sequential (line 532) | def _aa_enqueue_pairs_sequential(
  function _read_conversation_summary (line 590) | def _read_conversation_summary(mem: Memori, conversation_id: int) -> str...
  function _create_conversation_and_persist_messages (line 601) | def _create_conversation_and_persist_messages(
  function _enqueue_aa (line 617) | def _enqueue_aa(
  function _build_aa_messages_for_sample (line 635) | def _build_aa_messages_for_sample(sample) -> list[dict[str, str]]:
  function _build_aa_messages_for_session (line 640) | def _build_aa_messages_for_session(sample, session) -> list[dict[str, st...
  function _build_aa_messages_for_turns (line 648) | def _build_aa_messages_for_turns(
  function _build_aa_messages_and_turn_ids_for_sample (line 657) | def _build_aa_messages_and_turn_ids_for_sample(
  function _build_aa_messages_and_turn_ids_for_turns (line 672) | def _build_aa_messages_and_turn_ids_for_turns(
  function _format_turn_content (line 695) | def _format_turn_content(
  function _speaker_to_role (line 703) | def _speaker_to_role(sample) -> dict[str, str]:
  function _build_aa_provenance (line 719) | def _build_aa_provenance(
  function _write_aa_payload_preview (line 771) | def _write_aa_payload_preview(
  function _build_per_pair_requests (line 861) | def _build_per_pair_requests(
  function _format_top_k (line 894) | def _format_top_k(
  class _Totals (line 945) | class _Totals:
    method __init__ (line 946) | def __init__(self) -> None:
    method count_question (line 961) | def count_question(self, category: str | None) -> None:
    method add_metrics (line 966) | def add_metrics(self, *, category: str, metrics: dict[str, float]) -> ...
    method to_summary (line 985) | def to_summary(

FILE: benchmarks/locomo/_types.py
  class LoCoMoTurn (line 8) | class LoCoMoTurn:
  class LoCoMoSession (line 16) | class LoCoMoSession:
  class LoCoMoQA (line 23) | class LoCoMoQA:
  class LoCoMoSample (line 32) | class LoCoMoSample:

FILE: benchmarks/locomo/loader.py
  function load_locomo_json (line 11) | def load_locomo_json(path: str | Path) -> list[LoCoMoSample]:
  function _parse_conversation (line 34) | def _parse_conversation(value: Any) -> tuple[LoCoMoSession, ...]:
  function _parse_conversation_dict (line 62) | def _parse_conversation_dict(value: dict[str, Any]) -> tuple[LoCoMoSessi...
  function _parse_turns (line 84) | def _parse_turns(value: Any, *, context: str) -> tuple[LoCoMoTurn, ...]:
  function _parse_qa (line 111) | def _parse_qa(value: Any) -> tuple[LoCoMoQA, ...]:
  function _coerce_str (line 148) | def _coerce_str(value: Any) -> str | None:
  function _coerce_answers (line 157) | def _coerce_answers(value: Any) -> tuple[str, ...]:

FILE: benchmarks/locomo/preprocess.py
  function preprocess_locomo_json (line 14) | def preprocess_locomo_json(in_path: str | Path, out_path: str | Path) ->...
  function _strip_multimodal_fields_inplace (line 64) | def _strip_multimodal_fields_inplace(conversation: Any) -> int:
  function _rewrite_speakers_inplace (line 76) | def _rewrite_speakers_inplace(conversation: Any, *, assistant_speaker: s...
  function _iter_turn_dicts (line 82) | def _iter_turn_dicts(conversation: Any):
  function _coerce_str (line 124) | def _coerce_str(value: Any) -> str | None:
  function main (line 133) | def main(argv: list[str] | None = None) -> int:

FILE: benchmarks/locomo/provenance.py
  class FactAttribution (line 17) | class FactAttribution:
  class ProvenanceStore (line 23) | class ProvenanceStore:
    method __init__ (line 24) | def __init__(self, path: str | Path) -> None:
    method _connect (line 29) | def _connect(self) -> sqlite3.Connection:
    method _ensure_schema (line 32) | def _ensure_schema(self) -> None:
    method upsert_many (line 54) | def upsert_many(
    method best_dia_ids_for_fact (line 73) | def best_dia_ids_for_fact(
    method has_any (line 91) | def has_any(self, *, run_id: str, sample_id: str) -> bool:
    method delete_sample (line 104) | def delete_sample(self, *, run_id: str, sample_id: str) -> None:
  function attribute_facts_to_turn_ids (line 116) | def attribute_facts_to_turn_ids(
  function _tokenize (line 232) | def _tokenize(text: str) -> list[str]:
  function _lexical_scores (line 237) | def _lexical_scores(*, query_text: str, docs: list[str]) -> list[float]:

FILE: benchmarks/locomo/report.py
  function main (line 11) | def main(argv: list[str] | None = None) -> int:
  function _read_jsonl (line 119) | def _read_jsonl(path: Path) -> list[dict[str, Any]]:
  function _coerce_str (line 128) | def _coerce_str(value: Any) -> str | None:

FILE: benchmarks/locomo/retrieval.py
  class TurnFact (line 11) | class TurnFact:
  function build_turn_facts (line 19) | def build_turn_facts(
  function extract_turn_id_from_content (line 43) | def extract_turn_id_from_content(content: str) -> str | None:
  function evidence_to_turn_ids (line 51) | def evidence_to_turn_ids(
  function _add_evidence_obj (line 85) | def _add_evidence_obj(
  function _add_evidence_turn_index (line 101) | def _add_evidence_turn_index(
  function _coerce_str (line 113) | def _coerce_str(value: Any) -> str | None:
  function _coerce_int (line 122) | def _coerce_int(value: Any) -> int | None:

FILE: benchmarks/locomo/run.py
  function main (line 7) | def main(argv: list[str] | None = None) -> int:

FILE: benchmarks/locomo/scoring.py
  function hit_at_k (line 4) | def hit_at_k(relevant: set[str], retrieved: list[str], k: int) -> float:
  function mrr (line 11) | def mrr(relevant: set[str], retrieved: list[str]) -> float:
  function hit_at_k_groups (line 20) | def hit_at_k_groups(relevant: set[str], retrieved: list[set[str]], k: in...
  function mrr_groups (line 35) | def mrr_groups(relevant: set[str], retrieved: list[set[str]]) -> float:

FILE: benchmarks/perf/_results.py
  function repo_root (line 8) | def repo_root() -> Path:
  function results_dir (line 12) | def results_dir() -> Path:
  function append_csv_row (line 18) | def append_csv_row(path: str | Path, *, header: list[str], row: dict[str...

FILE: benchmarks/perf/conftest.py
  function postgres_db_connection (line 18) | def postgres_db_connection():
  function mysql_db_connection (line 62) | def mysql_db_connection():
  function db_connection (line 93) | def db_connection(request):
  function memori_instance (line 106) | def memori_instance(db_connection, request):
  function sample_queries (line 134) | def sample_queries():
  function fact_content_size (line 140) | def fact_content_size():
  function entity_with_n_facts (line 152) | def entity_with_n_facts(memori_instance, fact_content_size, request):

FILE: benchmarks/perf/fixtures/sample_data.py
  function generate_random_string (line 9) | def generate_random_string(length: int = 10) -> str:
  function generate_sample_fact (line 14) | def generate_sample_fact() -> str:
  function generate_sample_queries (line 50) | def generate_sample_queries() -> dict[str, list[str]]:
  function generate_facts (line 77) | def generate_facts(count: int) -> list[str]:
  function generate_facts_with_size (line 95) | def generate_facts_with_size(count: int, size: str = "small") -> list[str]:

FILE: benchmarks/perf/fixtures/sample_facts.py
  function build_user_data (line 5) | def build_user_data() -> dict:

FILE: benchmarks/perf/generate_percentile_report.py
  function calculate_percentile (line 8) | def calculate_percentile(data, percentile):
  function extract_n_from_test_name (line 24) | def extract_n_from_test_name(test_name):
  function extract_db_type_from_test_name (line 38) | def extract_db_type_from_test_name(test_name):
  function extract_content_size_from_test_name (line 51) | def extract_content_size_from_test_name(test_name):
  function extract_benchmark_id_from_test_name (line 63) | def extract_benchmark_id_from_test_name(test_name):
  function generate_percentile_report (line 76) | def generate_percentile_report(json_file_path, max_n=None):
  function generate_report (line 136) | def generate_report(benchmarks, output_format="table"):
  function main (line 227) | def main():

FILE: benchmarks/perf/memory_utils.py
  function measure_peak_rss_bytes (line 9) | def measure_peak_rss_bytes(

FILE: benchmarks/perf/test_cloud_recall_benchmarks.py
  function _make_cloud_cfg (line 21) | def _make_cloud_cfg(*, entity_id: str, process_id: str) -> Config:
  function _seed_cloud_messages (line 34) | def _seed_cloud_messages(
  function test_benchmark_cloud_recall_latency (line 62) | def test_benchmark_cloud_recall_latency(benchmark, n_messages: int) -> N...
  function test_benchmark_cloud_pre_llm_overhead (line 95) | def test_benchmark_cloud_pre_llm_overhead(benchmark, n_history_pairs: in...
  function test_benchmark_cloud_network_history_get (line 135) | def test_benchmark_cloud_network_history_get(benchmark, n_history_pairs:...
  function test_benchmark_cloud_network_recall_post (line 163) | def test_benchmark_cloud_network_recall_post(benchmark, n_history_pairs:...
  function test_benchmark_cloud_network_only_history_plus_recall (line 193) | def test_benchmark_cloud_network_only_history_plus_recall(
  function _make_invoke_with_stubbed_history (line 222) | def _make_invoke_with_stubbed_history(
  function test_benchmark_cloud_injection_only_history (line 236) | def test_benchmark_cloud_injection_only_history(
  function test_benchmark_cloud_injection_only_recalled_facts (line 257) | def test_benchmark_cloud_injection_only_recalled_facts(

FILE: benchmarks/perf/test_hosted_recall_benchmarks.py
  function _make_cloud_cfg (line 21) | def _make_cloud_cfg(*, entity_id: str, process_id: str) -> Config:
  function _seed_cloud_messages (line 34) | def _seed_cloud_messages(
  function test_benchmark_cloud_recall_latency (line 62) | def test_benchmark_cloud_recall_latency(benchmark, n_messages: int) -> N...
  function test_benchmark_cloud_pre_llm_overhead (line 95) | def test_benchmark_cloud_pre_llm_overhead(benchmark, n_history_pairs: in...
  function test_benchmark_cloud_network_history_get (line 135) | def test_benchmark_cloud_network_history_get(benchmark, n_history_pairs:...
  function test_benchmark_cloud_network_recall_post (line 163) | def test_benchmark_cloud_network_recall_post(benchmark, n_history_pairs:...
  function test_benchmark_cloud_network_only_history_plus_recall (line 193) | def test_benchmark_cloud_network_only_history_plus_recall(
  function _make_invoke_with_stubbed_history (line 222) | def _make_invoke_with_stubbed_history(
  function test_benchmark_cloud_injection_only_history (line 236) | def test_benchmark_cloud_injection_only_history(
  function test_benchmark_cloud_injection_only_recalled_facts (line 257) | def test_benchmark_cloud_injection_only_recalled_facts(

FILE: benchmarks/perf/test_recall_benchmarks.py
  function _default_benchmark_csv_path (line 20) | def _default_benchmark_csv_path() -> str:
  function _write_benchmark_row (line 24) | def _write_benchmark_row(*, benchmark, row: dict[str, object]) -> None:
  class TestQueryEmbeddingBenchmarks (line 68) | class TestQueryEmbeddingBenchmarks:
    method test_benchmark_query_embedding_short (line 71) | def test_benchmark_query_embedding_short(self, benchmark, sample_queri...
    method test_benchmark_query_embedding_medium (line 100) | def test_benchmark_query_embedding_medium(self, benchmark, sample_quer...
    method test_benchmark_query_embedding_long (line 129) | def test_benchmark_query_embedding_long(self, benchmark, sample_queries):
    method test_benchmark_query_embedding_batch (line 158) | def test_benchmark_query_embedding_batch(self, benchmark, sample_queri...
  class TestDatabaseEmbeddingRetrievalBenchmarks (line 189) | class TestDatabaseEmbeddingRetrievalBenchmarks:
    method test_benchmark_db_embedding_retrieval (line 192) | def test_benchmark_db_embedding_retrieval(
  class TestDatabaseFactContentRetrievalBenchmarks (line 225) | class TestDatabaseFactContentRetrievalBenchmarks:
    method test_benchmark_db_fact_content_retrieval (line 234) | def test_benchmark_db_fact_content_retrieval(
  class TestSemanticSearchBenchmarks (line 278) | class TestSemanticSearchBenchmarks:
    method test_benchmark_semantic_search (line 281) | def test_benchmark_semantic_search(
  class TestLexicalBenchmarks (line 326) | class TestLexicalBenchmarks:
    method test_benchmark_bm25_scoring (line 330) | def test_benchmark_bm25_scoring(self, benchmark, fact_count):
  class TestEndToEndRecallBenchmarks (line 364) | class TestEndToEndRecallBenchmarks:
    method test_benchmark_end_to_end_recall (line 372) | def test_benchmark_end_to_end_recall(

FILE: benchmarks/scripts/fetch_locomo.py
  function main (line 10) | def main(argv: list[str] | None = None) -> int:
  function _default_dest (line 61) | def _default_dest() -> Path:
  function _sha256 (line 65) | def _sha256(path: Path) -> str:

FILE: conftest.py
  function mock_mysql_session (line 8) | def mock_mysql_session(mocker):
  function mock_postgres_session (line 22) | def mock_postgres_session(mocker):
  function session (line 36) | def session(mock_mysql_session):
  function postgres_session (line 41) | def postgres_session(mock_postgres_session):
  function config (line 46) | def config(mocker, session):

FILE: examples/cockroachdb/main.py
  function get_conn (line 17) | def get_conn():

FILE: integrations/openclaw/src/constants.ts
  constant PLUGIN_CONFIG (line 1) | const PLUGIN_CONFIG = {
  constant RECALL_CONFIG (line 7) | const RECALL_CONFIG = {
  constant AUGMENTATION_CONFIG (line 11) | const AUGMENTATION_CONFIG = {

FILE: integrations/openclaw/src/handlers/augmentation.ts
  function extractLLMMetadata (line 8) | function extractLLMMetadata(event: OpenClawEvent): IntegrationMetadata {
  function handleAugmentation (line 21) | async function handleAugmentation(

FILE: integrations/openclaw/src/handlers/recall.ts
  function handleRecall (line 6) | async function handleRecall(

FILE: integrations/openclaw/src/index.ts
  method register (line 13) | register(api: OpenClawPluginApi) {

FILE: integrations/openclaw/src/sanitizer.ts
  constant SYSTEM_MESSAGE_PATTERNS (line 3) | const SYSTEM_MESSAGE_PATTERNS = [
  constant TIMESTAMP_PREFIX_REGEX (line 10) | const TIMESTAMP_PREFIX_REGEX =
  function isMessageBlockArray (line 13) | function isMessageBlockArray(value: unknown): value is OpenClawMessageBl...
  function isSystemMessage (line 17) | function isSystemMessage(text: string): boolean {
  function extractRawUserMessage (line 30) | function extractRawUserMessage(content: string): string {
  function extractMessageText (line 48) | function extractMessageText(content: unknown): string {
  function cleanText (line 65) | function cleanText(rawContent: unknown): string {

FILE: integrations/openclaw/src/types.ts
  type MemoriPluginConfig (line 1) | interface MemoriPluginConfig {
  type OpenClawMessageBlock (line 6) | interface OpenClawMessageBlock {
  type OpenClawMessage (line 13) | interface OpenClawMessage {
  type OpenClawEvent (line 20) | interface OpenClawEvent {
  type OpenClawContext (line 32) | interface OpenClawContext {

FILE: integrations/openclaw/src/utils/context.ts
  type ExtractedContext (line 6) | interface ExtractedContext {
  function extractContext (line 22) | function extractContext(

FILE: integrations/openclaw/src/utils/logger.ts
  class MemoriLogger (line 4) | class MemoriLogger {
    method constructor (line 5) | constructor(private api: OpenClawPluginApi) {}
    method prefix (line 7) | private prefix(msg: string): string {
    method info (line 11) | info(message: string): void {
    method warn (line 15) | warn(message: string): void {
    method error (line 19) | error(message: string): void {
    method section (line 23) | section(title: string): void {
    method endSection (line 27) | endSection(title: string): void {

FILE: integrations/openclaw/src/utils/memori-client.ts
  function initializeMemoriClient (line 12) | function initializeMemoriClient(

FILE: integrations/openclaw/src/version.ts
  constant SDK_VERSION (line 2) | const SDK_VERSION = '0.0.0';

FILE: memori-ts/examples/cloud/simple.ts
  function main (line 20) | async function main() {

FILE: memori-ts/src/cli/commands/help.ts
  function helpCommand (line 3) | function helpCommand(_args: string[]): Promise<void> {

FILE: memori-ts/src/cli/commands/quota.ts
  type QuotaResponse (line 5) | interface QuotaResponse {
  function quotaCommand (line 13) | async function quotaCommand(_args: string[]): Promise<void> {

FILE: memori-ts/src/cli/router.ts
  function main (line 9) | async function main() {

FILE: memori-ts/src/core/config.ts
  function getEnv (line 6) | function getEnv(key: string): string | undefined {
  class Config (line 13) | class Config {
    method constructor (line 60) | constructor() {

FILE: memori-ts/src/core/errors.ts
  class MemoriError (line 4) | class MemoriError extends Error {
    method constructor (line 5) | constructor(message: string) {
  class QuotaExceededError (line 13) | class QuotaExceededError extends MemoriError {
    method constructor (line 14) | constructor(message?: string) {
  class MemoriApiClientError (line 24) | class MemoriApiClientError extends MemoriError {
    method constructor (line 28) | constructor(statusCode: number, message?: string, details?: unknown) {
  class MemoriApiValidationError (line 37) | class MemoriApiValidationError extends MemoriApiClientError {
    method constructor (line 38) | constructor(statusCode: number, message: string, details?: unknown) {
  class MemoriApiRequestRejectedError (line 45) | class MemoriApiRequestRejectedError extends MemoriApiClientError {
    method constructor (line 46) | constructor(statusCode: number, message: string, details?: unknown) {
  class MissingMemoriApiKeyError (line 53) | class MissingMemoriApiKeyError extends MemoriError {
    method constructor (line 54) | constructor(envVar = 'MEMORI_API_KEY') {
  class TimeoutError (line 63) | class TimeoutError extends MemoriError {
    method constructor (line 64) | constructor(timeout: number) {

FILE: memori-ts/src/core/network.ts
  type ApiSubdomain (line 10) | enum ApiSubdomain {
  constant PUBLIC_PROD_KEY (line 15) | const PUBLIC_PROD_KEY = '96a7ea3e-11c2-428c-b9ae-5a168363dc80';
  constant PUBLIC_STAGING_KEY (line 16) | const PUBLIC_STAGING_KEY = 'c18b1022-7fe2-42af-ab01-b1f9139184f0';
  type FetchOptions (line 18) | interface FetchOptions extends RequestInit {
  class Api (line 24) | class Api {
    method constructor (line 29) | constructor(config: Config, subdomain: ApiSubdomain = ApiSubdomain.DEF...
    method getHeaders (line 43) | private getHeaders(): HeadersInit {
    method request (line 60) | private async request<T>(
    method executeAttempt (line 106) | private async executeAttempt<T>(url: string, init: RequestInit): Promi...
    method throwOnApiError (line 134) | private async throwOnApiError(response: Response): Promise<void> {
    method get (line 164) | public get<T>(route: string): Promise<T> {
    method post (line 168) | public post<T>(route: string, body?: unknown): Promise<T> {
    method patch (line 172) | public patch<T>(route: string, body?: unknown): Promise<T> {
    method delete (line 176) | public delete<T>(route: string): Promise<T> {

FILE: memori-ts/src/core/session.ts
  class SessionManager (line 7) | class SessionManager {
    method constructor (line 10) | constructor() {
    method id (line 17) | public get id(): string {
    method reset (line 25) | public reset(): this {
    method set (line 36) | public set(id: string): this {

FILE: memori-ts/src/engines/augmentation.ts
  class AugmentationEngine (line 8) | class AugmentationEngine {
    method constructor (line 9) | constructor(
    method handleAugmentation (line 15) | public handleAugmentation(
    method buildMeta (line 45) | private buildMeta(req: LLMRequest, ctx: CallContext): Record<string, u...

FILE: memori-ts/src/engines/persistence.ts
  class PersistenceEngine (line 7) | class PersistenceEngine {
    method constructor (line 8) | constructor(
    method handlePersistence (line 14) | public async handlePersistence(

FILE: memori-ts/src/engines/recall.ts
  class RecallEngine (line 9) | class RecallEngine {
    method constructor (line 10) | constructor(
    method recall (line 16) | public async recall(query: string): Promise<ParsedFact[]> {
    method handleRecall (line 35) | public async handleRecall(req: LLMRequest, _ctx: CallContext): Promise...

FILE: memori-ts/src/integrations/base.ts
  method constructor (line 16) | constructor(protected readonly core: MemoriCore) {}
  method executeAugmentation (line 25) | protected async executeAugmentation(req: IntegrationRequest): Promise<vo...
  method executeRecall (line 58) | protected async executeRecall(userMessage: string): Promise<string | und...

FILE: memori-ts/src/integrations/openclaw.ts
  class OpenClawIntegration (line 8) | class OpenClawIntegration extends BaseIntegration {
    method setAttribution (line 16) | public setAttribution(entityId: string, processId?: string): this {
    method setSession (line 28) | public setSession(sessionId: string): this {
    method augmentation (line 41) | public async augmentation(req: IntegrationRequest): Promise<void> {
    method recall (line 53) | public async recall(promptText: string): Promise<string | undefined> {

FILE: memori-ts/src/memori.ts
  class Memori (line 20) | class Memori {
    method constructor (line 60) | constructor() {
    method attribution (line 88) | public attribution(entityId?: string, processId?: string): this {
    method recall (line 101) | public async recall(query: string): Promise<ParsedFact[]> {
    method resetSession (line 109) | public resetSession(): this {
    method setSession (line 120) | public setSession(id: string): this {
    method integrate (line 132) | public integrate<T extends SupportedIntegration>(IntegrationClass: Int...

FILE: memori-ts/src/types/api.ts
  type RecallObject (line 6) | interface RecallObject {
  type RecallItem (line 16) | type RecallItem = string | RecallObject;
  type CloudRecallResponse (line 22) | interface CloudRecallResponse {
  type ParsedFact (line 39) | interface ParsedFact {

FILE: memori-ts/src/types/integrations.ts
  type MemoriCore (line 13) | interface MemoriCore {
  type IntegrationRequest (line 26) | interface IntegrationRequest {
  type IntegrationMetadata (line 50) | interface IntegrationMetadata {
  type SupportedIntegration (line 86) | type SupportedIntegration = OpenClawIntegration;
  type IntegrationConstructor (line 93) | type IntegrationConstructor<T extends SupportedIntegration> = new (core:...

FILE: memori-ts/src/utils/utils.ts
  function formatDate (line 5) | function formatDate(dateStr?: string): string | undefined {
  function stringifyContent (line 21) | function stringifyContent(content: unknown): string {
  function extractFacts (line 49) | function extractFacts(response: CloudRecallResponse): ParsedFact[] {
  function extractHistory (line 75) | function extractHistory(response: CloudRecallResponse): unknown[] {
  function extractLastUserMessage (line 87) | function extractLastUserMessage(messages: Message[]): string | undefined {

FILE: memori-ts/src/version.ts
  constant SDK_VERSION (line 2) | const SDK_VERSION = '0.0.0';

FILE: memori-ts/tests/integrations/base.test.ts
  class TestIntegration (line 7) | class TestIntegration extends BaseIntegration {
    method testCapture (line 8) | public testCapture(req: IntegrationRequest) {
    method testRecall (line 11) | public testRecall(userMessage: string) {

FILE: memori/__init__.py
  class LlmRegistry (line 41) | class LlmRegistry:
    method __init__ (line 42) | def __init__(self, memori):
    method register (line 45) | def register(
  class Memori (line 73) | class Memori:
    method __init__ (line 74) | def __init__(
    method _get_default_connection (line 105) | def _get_default_connection(self) -> Callable[[], Any] | None:
    method attribution (line 122) | def attribution(self, entity_id=None, process_id=None):
    method new_session (line 140) | def new_session(self):
    method set_session (line 145) | def set_session(self, id):
    method recall (line 149) | def recall(self, query: str, limit: int | None = None):
    method close (line 152) | def close(self) -> None:
    method __enter__ (line 167) | def __enter__(self) -> "Memori":
    method __exit__ (line 170) | def __exit__(self, exc_type, exc, tb) -> None:
    method embed_texts (line 173) | def embed_texts(self, texts: str | list[str], *, async_: bool = False)...

FILE: memori/__main__.py
  function main (line 24) | def main():

FILE: memori/_cli.py
  class Cli (line 16) | class Cli:
    method __init__ (line 17) | def __init__(self, config: Config):
    method banner (line 20) | def banner(self):
    method newline (line 26) | def newline(self):
    method notice (line 29) | def notice(self, message, ident=0, end=None):
    method print (line 36) | def print(self, message, end=None):

FILE: memori/_config.py
  function _env_bool (line 16) | def _env_bool(name: str, default: bool) -> bool:
  function _env_int (line 23) | def _env_int(name: str, default: int) -> int:
  function _env_str (line 33) | def _env_str(name: str, default: str | None) -> str | None:
  class Cache (line 41) | class Cache:
    method __init__ (line 42) | def __init__(self):
  class Storage (line 49) | class Storage:
    method __init__ (line 50) | def __init__(self):
  class Embeddings (line 54) | class Embeddings:
    method __init__ (line 55) | def __init__(self):
  class Config (line 59) | class Config:
    method __init__ (line 60) | def __init__(self):
    method is_test_mode (line 90) | def is_test_mode(self):
    method reset_cache (line 93) | def reset_cache(self):
  class Framework (line 98) | class Framework:
    method __init__ (line 99) | def __init__(self):
  class Platform (line 103) | class Platform:
    method __init__ (line 104) | def __init__(self):
  class Llm (line 108) | class Llm:
    method __init__ (line 109) | def __init__(self):

FILE: memori/_exceptions.py
  class QuotaExceededError (line 15) | class QuotaExceededError(Exception):
    method __init__ (line 16) | def __init__(
  class MemoriApiError (line 27) | class MemoriApiError(Exception):
  class MemoriApiClientError (line 31) | class MemoriApiClientError(MemoriApiError):
    method __init__ (line 32) | def __init__(
  class MemoriApiValidationError (line 45) | class MemoriApiValidationError(MemoriApiClientError):
  class MemoriApiRequestRejectedError (line 49) | class MemoriApiRequestRejectedError(MemoriApiClientError):
  class MissingMemoriApiKeyError (line 53) | class MissingMemoriApiKeyError(RuntimeError):
    method __init__ (line 56) | def __init__(self, env_var: str = "MEMORI_API_KEY"):
  class MissingPsycopgError (line 63) | class MissingPsycopgError(ImportError):
    method __init__ (line 66) | def __init__(self, database: str = "PostgreSQL/CockroachDB"):
  class UnsupportedLLMProviderError (line 73) | class UnsupportedLLMProviderError(RuntimeError):
    method __init__ (line 76) | def __init__(self, provider: str):
  class UnsupportedDatabaseError (line 82) | class UnsupportedDatabaseError(RuntimeError):
    method __init__ (line 85) | def __init__(self, database: str | None = None):
  class MemoriLegacyPackageWarning (line 96) | class MemoriLegacyPackageWarning(UserWarning):
  function warn_if_legacy_memorisdk_installed (line 100) | def warn_if_legacy_memorisdk_installed() -> None:

FILE: memori/_logging.py
  function set_truncate_enabled (line 20) | def set_truncate_enabled(enabled: bool) -> None:
  function truncate (line 27) | def truncate(text: str, max_len: int = 200) -> str:
  function sanitize_payload (line 50) | def sanitize_payload(payload: dict) -> dict:

FILE: memori/_network.py
  class ApiSubdomain (line 35) | class ApiSubdomain(str, Enum):
  class Api (line 40) | class Api:
    method __init__ (line 41) | def __init__(self, config: Config, subdomain: ApiSubdomain = ApiSubdom...
    method augmentation_async (line 61) | async def augmentation_async(self, payload: dict) -> dict:
    method delete (line 160) | def delete(self, route):
    method get (line 169) | def get(self, route):
    method get_async (line 178) | async def get_async(self, route):
    method patch (line 181) | def patch(self, route, json=None):
    method patch_async (line 190) | async def patch_async(self, route, json=None):
    method post (line 193) | def post(self, route, json=None, status_code: bool = False):
    method post_async (line 205) | async def post_async(self, route, json=None):
    method headers (line 208) | def headers(self):
    method _is_anonymous (line 217) | def _is_anonymous(self):
    method __request_async (line 220) | async def __request_async(self, method: str, route: str, json=None):
    method __session (line 300) | def __session(self):
    method url (line 317) | def url(self, route):
  class _ApiRetryRecoverable (line 321) | class _ApiRetryRecoverable(Retry):
    method is_retry (line 322) | def is_retry(self, method, status_code, has_retry_after=False):

FILE: memori/_setup.py
  class Manager (line 17) | class Manager:
    method __init__ (line 18) | def __init__(self, config: Config):
    method execute (line 21) | def execute(self):

FILE: memori/_utils.py
  function bytes_to_json (line 17) | def bytes_to_json(obj):
  function generate_uniq (line 46) | def generate_uniq(terms: list):
  function merge_chunk (line 56) | def merge_chunk(data: dict, chunk: dict):
  function format_date_created (line 73) | def format_date_created(value) -> str | None:

FILE: memori/api/_quota.py
  class Manager (line 16) | class Manager:
    method __init__ (line 17) | def __init__(self, config: Config):
    method execute (line 20) | def execute(self):

FILE: memori/api/_sign_up.py
  class Manager (line 19) | class Manager:
    method __init__ (line 20) | def __init__(self, config: Config):
    method execute (line 23) | def execute(self):
    method usage (line 35) | def usage(self):

FILE: memori/embeddings/_api.py
  function _embed_texts (line 28) | def _embed_texts(
  function _embed_texts_async (line 56) | async def _embed_texts_async(
  function embed_texts (line 77) | def embed_texts(
  function embed_texts (line 89) | def embed_texts(
  function embed_texts (line 100) | def embed_texts(

FILE: memori/embeddings/_chunking.py
  function chunk_text_by_tokens (line 19) | def chunk_text_by_tokens(

FILE: memori/embeddings/_format.py
  function format_embedding_for_db (line 18) | def format_embedding_for_db(embedding: list[float], dialect: str) -> Any:

FILE: memori/embeddings/_sentence_transformers.py
  class SentenceTransformersEmbedder (line 28) | class SentenceTransformersEmbedder:
    method __init__ (line 29) | def __init__(self, model_name: str) -> None:
    method _get_model (line 35) | def _get_model(self) -> SentenceTransformer:
    method _load_encoder (line 41) | def _load_encoder(self, *, fallback_dimension: int) -> SentenceTransfo...
    method _encode_batch (line 50) | def _encode_batch(
    method _encode_one_by_one (line 59) | def _encode_one_by_one(
    method _chunk_size_tokens (line 76) | def _chunk_size_tokens(self, encoder: SentenceTransformer) -> int | None:
    method _tokenizer (line 111) | def _tokenizer(self, encoder: SentenceTransformer) -> Any | None:
    method _chunk_text (line 114) | def _chunk_text(
    method _mean_pool_and_normalize (line 150) | def _mean_pool_and_normalize(self, vectors: np.ndarray) -> np.ndarray:
    method _encode_chunks (line 157) | def _encode_chunks(
    method _encode_inputs (line 175) | def _encode_inputs(
    method _zero_result (line 213) | def _zero_result(
    method embed (line 232) | def embed(self, inputs: list[str], *, fallback_dimension: int) -> list...
  function get_sentence_transformers_embedder (line 290) | def get_sentence_transformers_embedder(model_name: str) -> SentenceTrans...

FILE: memori/embeddings/_tei.py
  class TEI (line 19) | class TEI:
    method _request_headers (line 24) | def _request_headers(self) -> dict[str, str]:
    method _post_embeddings (line 30) | def _post_embeddings(self, inputs: list[str], *, model: str) -> list[l...
    method embed (line 47) | def embed(self, texts: list[str], *, model: str) -> list[list[float]]:

FILE: memori/embeddings/_tei_embed.py
  function embed_texts_via_tei (line 24) | def embed_texts_via_tei(

FILE: memori/embeddings/_utils.py
  function prepare_text_inputs (line 17) | def prepare_text_inputs(texts: str | Iterable[str]) -> list[str]:
  function embedding_dimension (line 23) | def embedding_dimension(model: Any, default: int) -> int:
  function zero_vectors (line 31) | def zero_vectors(count: int, dim: int) -> list[list[float]]:

FILE: memori/llm/_base.py
  function _score_for_recall_threshold (line 48) | def _score_for_recall_threshold(
  class BaseClient (line 76) | class BaseClient:
    method __init__ (line 77) | def __init__(self, config: Config):
    method register (line 81) | def register(self, *args, **kwargs):
    method _wrap_method (line 84) | def _wrap_method(
  class BaseInvoke (line 136) | class BaseInvoke:
    method __init__ (line 137) | def __init__(self, config: Config, method):
    method _ensure_cached_conversation_id (line 144) | def _ensure_cached_conversation_id(self) -> bool:
    method configure_for_streaming_usage (line 172) | def configure_for_streaming_usage(self, kwargs: dict) -> dict:
    method _convert_to_json (line 191) | def _convert_to_json(self, obj, _seen=None):
    method dict_to_json (line 233) | def dict_to_json(self, dict_: dict) -> dict:
    method _format_kwargs (line 236) | def _format_kwargs(self, kwargs):
    method _format_payload (line 268) | def _format_payload(
    method _format_augmentation_input (line 326) | def _format_augmentation_input(self, payload: dict) -> AugmentationInp...
    method _safe_copy (line 341) | def _safe_copy(self, obj):
    method _format_response (line 383) | def _format_response(self, raw_response):
    method get_response_content (line 424) | def get_response_content(self, raw_response):
    method _extract_text_from_parts (line 449) | def _extract_text_from_parts(self, parts: list) -> str:
    method _extract_from_contents (line 461) | def _extract_from_contents(self, contents) -> str:
    method _extract_user_query (line 480) | def _extract_user_query(self, kwargs: dict) -> str:
    method _append_to_google_system_instruction_dict (line 523) | def _append_to_google_system_instruction_dict(self, config: dict, cont...
    method _append_to_google_system_instruction_obj (line 542) | def _append_to_google_system_instruction_obj(self, config, context: str):
    method _append_to_list (line 560) | def _append_to_list(self, lst: list, context: str, parent: dict, key: ...
    method _append_to_list_obj (line 571) | def _append_to_list_obj(self, config, context: str):
    method _append_to_content_dict (line 583) | def _append_to_content_dict(
    method _append_to_part_obj (line 600) | def _append_to_part_obj(self, part, context: str):
    method _append_to_content_obj (line 607) | def _append_to_content_obj(self, content, context: str):
    method _inject_google_system_instruction (line 619) | def _inject_google_system_instruction(self, kwargs: dict, context: str):
    method _format_recalled_fact_lines (line 642) | def _format_recalled_fact_lines(
    method inject_recalled_facts (line 668) | def inject_recalled_facts(self, kwargs: dict) -> dict:
    method inject_conversation_messages (line 761) | def inject_conversation_messages(self, kwargs: dict) -> dict:
    method set_client (line 1012) | def set_client(self, framework_provider, llm_provider, provider_sdk_ve...
    method uses_protobuf (line 1018) | def uses_protobuf(self):
    method handle_post_response (line 1022) | def handle_post_response(self, kwargs, start_time, raw_response):
  class BaseIterator (line 1069) | class BaseIterator:
    method __init__ (line 1070) | def __init__(self, config: Config, source_iterator):
    method configure_invoke (line 1076) | def configure_invoke(self, invoke: BaseInvoke):
    method configure_request (line 1080) | def configure_request(self, kwargs, time_start):
    method process_chunk (line 1085) | def process_chunk(self, chunk):
    method set_raw_response (line 1138) | def set_raw_response(self):
  class BaseLlmAdaptor (line 1149) | class BaseLlmAdaptor:
    method _exclude_injected_messages (line 1150) | def _exclude_injected_messages(self, messages, payload):
    method get_formatted_query (line 1158) | def get_formatted_query(self, payload):
    method get_formatted_response (line 1161) | def get_formatted_response(self, payload):
  class BaseProvider (line 1165) | class BaseProvider:
    method __init__ (line 1166) | def __init__(self, entity):

FILE: memori/llm/_clients.py
  class Anthropic (line 37) | class Anthropic(BaseClient):
    method register (line 38) | def register(self, client, _provider=None):
  class Google (line 82) | class Google(BaseClient):
    method register (line 83) | def register(self, client, _provider=None):
  class LangChain (line 162) | class LangChain(BaseClient):
    method register (line 163) | def register(
  function _detect_platform (line 491) | def _detect_platform(client):
  class OpenAi (line 505) | class OpenAi(BaseClient):
    method register (line 506) | def register(self, client, _provider=None, stream=False):
  class PydanticAi (line 562) | class PydanticAi(BaseClient):
    method register (line 563) | def register(self, client):
  class XAi (line 591) | class XAi(BaseClient):
    method register (line 600) | def register(self, client, _provider=None, stream=False):
  class Agno (line 666) | class Agno(BaseClient):
    method register (line 667) | def register(self, openai_chat=None, claude=None, gemini=None, xai=None):
    method _is_agno_openai_model (line 798) | def _is_agno_openai_model(self, model):
    method _is_agno_anthropic_model (line 801) | def _is_agno_anthropic_model(self, model):
    method _is_agno_google_model (line 804) | def _is_agno_google_model(self, model):
    method _is_agno_xai_model (line 807) | def _is_agno_xai_model(self, model):

FILE: memori/llm/_invoke.py
  class Invoke (line 31) | class Invoke(BaseInvoke):
    method invoke (line 32) | def invoke(self, **kwargs):
  class InvokeAsync (line 74) | class InvokeAsync(BaseInvoke):
    method invoke (line 75) | async def invoke(self, **kwargs):
  class InvokeAsyncIterator (line 92) | class InvokeAsyncIterator(BaseInvoke):
    method invoke (line 93) | async def invoke(self, **kwargs):
  class InvokeAsyncStream (line 114) | class InvokeAsyncStream(BaseInvoke):
    method invoke (line 115) | async def invoke(self, **kwargs):
  class InvokeStream (line 132) | class InvokeStream(BaseInvoke):
    method invoke (line 133) | async def invoke(self, **kwargs):

FILE: memori/llm/_iterable.py
  class Iterable (line 21) | class Iterable:
    method __init__ (line 22) | def __init__(self, config: Config, source_iterable):
    method __getattr__ (line 27) | def __getattr__(self, name):
    method configure_invoke (line 30) | def configure_invoke(self, invoke: BaseInvoke):
    method configure_request (line 34) | def configure_request(self, kwargs, time_start):
    method __iter__ (line 43) | def __iter__(self):

FILE: memori/llm/_iterator.py
  class AsyncIterator (line 17) | class AsyncIterator(BaseIterator):
    method __aiter__ (line 18) | def __aiter__(self):
    method __anext__ (line 22) | async def __anext__(self):
    method __aenter__ (line 46) | async def __aenter__(self):
    method __aexit__ (line 51) | async def __aexit__(self, exc_type, exc, tb):
  class Iterator (line 57) | class Iterator(BaseIterator):
    method __iter__ (line 58) | def __iter__(self):
    method __next__ (line 61) | def __next__(self):
    method __enter__ (line 84) | def __enter__(self):
    method __exit__ (line 89) | def __exit__(self, exc_type, exc, tb):

FILE: memori/llm/_providers.py
  class Agno (line 23) | class Agno(BaseProvider):
    method register (line 24) | def register(self, openai_chat=None, claude=None, gemini=None, xai=None):
  class Anthropic (line 41) | class Anthropic(BaseProvider):
    method register (line 42) | def register(self, client):
  class Google (line 54) | class Google(BaseProvider):
    method register (line 55) | def register(self, client):
  class LangChain (line 67) | class LangChain(BaseProvider):
    method register (line 68) | def register(
  class OpenAi (line 87) | class OpenAi(BaseProvider):
    method register (line 88) | def register(self, client, stream=False):
  class PydanticAi (line 102) | class PydanticAi(BaseProvider):
    method register (line 103) | def register(self, client):
  class XAi (line 115) | class XAi(BaseProvider):
    method register (line 116) | def register(self, client, stream=False):

FILE: memori/llm/_registry.py
  class Registry (line 18) | class Registry:
    method register_client (line 23) | def register_client(cls, matcher: Callable[[Any], bool]):
    method register_adapter (line 31) | def register_adapter(cls, matcher: Callable[[str | None, str | None], ...
    method client (line 38) | def client(self, client_obj: Any, config) -> BaseClient:
    method adapter (line 55) | def adapter(self, provider: str | None, title: str | None) -> BaseLlmA...
  function register_llm (line 64) | def register_llm(

FILE: memori/llm/_streaming.py
  class StreamingBody (line 21) | class StreamingBody:
    method __init__ (line 22) | def __init__(self, config: Config, source_streaming_body):
    method __getattr__ (line 27) | def __getattr__(self, name):
    method configure_invoke (line 30) | def configure_invoke(self, invoke: BaseInvoke):
    method configure_request (line 34) | def configure_request(self, kwargs, time_start):
    method read (line 43) | def read(self, *args, **kwargs):

FILE: memori/llm/_utils.py
  function client_is_bedrock (line 29) | def client_is_bedrock(provider, title):
  function llm_is_anthropic (line 35) | def llm_is_anthropic(provider, title):
  function llm_is_bedrock (line 39) | def llm_is_bedrock(provider, title):
  function llm_is_google (line 45) | def llm_is_google(provider, title):
  function llm_is_openai (line 53) | def llm_is_openai(provider, title):
  function llm_is_xai (line 61) | def llm_is_xai(provider, title):
  function agno_is_anthropic (line 65) | def agno_is_anthropic(provider, title):
  function agno_is_google (line 69) | def agno_is_google(provider, title):
  function agno_is_openai (line 73) | def agno_is_openai(provider, title):
  function agno_is_xai (line 77) | def agno_is_xai(provider, title):
  function provider_is_agno (line 81) | def provider_is_agno(provider):
  function provider_is_langchain (line 85) | def provider_is_langchain(provider):

FILE: memori/llm/_xai_wrappers.py
  class XAiWrappers (line 20) | class XAiWrappers:
    method __init__ (line 32) | def __init__(self, config):
    method _ensure_cached_conversation_id (line 35) | def _ensure_cached_conversation_id(self) -> bool:
    method inject_conversation_history (line 63) | def inject_conversation_history(self, kwargs):
    method wrap_chat_methods (line 90) | def wrap_chat_methods(self, chat_obj, client_version, model=None):
    method _create_sync_sample_wrapper (line 114) | def _create_sync_sample_wrapper(self, chat_obj, client_version):
    method _create_async_sample_wrapper (line 161) | def _create_async_sample_wrapper(self, chat_obj, client_version):
    method _create_stream_wrapper (line 208) | def _create_stream_wrapper(self, chat_obj, client_version):
    method _build_payload (line 271) | def _build_payload(
    method _normalize_role (line 298) | def _normalize_role(self, response):

FILE: memori/llm/adapters/anthropic/_adapter.py
  class Adapter (line 18) | class Adapter(BaseLlmAdaptor):
    method get_formatted_query (line 19) | def get_formatted_query(self, payload):
    method get_formatted_response (line 35) | def get_formatted_response(self, payload):

FILE: memori/llm/adapters/bedrock/_adapter.py
  class Adapter (line 17) | class Adapter(BaseLlmAdaptor):
    method get_formatted_query (line 18) | def get_formatted_query(self, payload):
    method get_formatted_response (line 34) | def get_formatted_response(self, payload):

FILE: memori/llm/adapters/google/_adapter.py
  class Adapter (line 18) | class Adapter(BaseLlmAdaptor):
    method get_formatted_query (line 19) | def get_formatted_query(self, payload):
    method get_formatted_response (line 89) | def get_formatted_response(self, payload):

FILE: memori/llm/adapters/openai/_adapter.py
  class Adapter (line 18) | class Adapter(BaseLlmAdaptor):
    method get_formatted_query (line 19) | def get_formatted_query(self, payload):
    method get_formatted_response (line 76) | def get_formatted_response(self, payload):

FILE: memori/llm/adapters/xai/_adapter.py
  class Adapter (line 18) | class Adapter(BaseLlmAdaptor):
    method get_formatted_query (line 19) | def get_formatted_query(self, payload):
    method get_formatted_response (line 58) | def get_formatted_response(self, payload):

FILE: memori/memory/_collector.py
  class Api (line 23) | class Api:
    method __init__ (line 24) | def __init__(self, config: Config):
    method get (line 31) | def get(self, route):
    method patch (line 40) | def patch(self, route, json=None):
    method post (line 53) | def post(self, route, json=None):
    method __session (line 66) | def __session(self):
    method url (line 83) | def url(self, route):
  class _ApiRetryRecoverable (line 87) | class _ApiRetryRecoverable(Retry):
    method is_retry (line 88) | def is_retry(self, method, status_code, has_retry_after=False):
  class Collector (line 92) | class Collector:
    method __init__ (line 93) | def __init__(self, config: Config):
    method fire_and_forget (line 100) | def fire_and_forget(self, payload):

FILE: memori/memory/_conversation_messages.py
  class ConversationMessage (line 16) | class ConversationMessage(TypedDict):
  function _stringify_content (line 22) | def _stringify_content(content: Any) -> str:
  function parse_payload_conversation_messages (line 28) | def parse_payload_conversation_messages(

FILE: memori/memory/_manager.py
  class Manager (line 22) | class Manager:
    method __init__ (line 23) | def __init__(self, config: Config):
    method execute (line 26) | def execute(self, payload):
    method _handle_cloud (line 44) | def _handle_cloud(self, payload):
    method _ensure_cached_id (line 76) | def _ensure_cached_id(self, cache_attr: str, create_func, *create_args...
    method _persist_cloud_messages_locally (line 85) | def _persist_cloud_messages_locally(self, payload: dict) -> None:

FILE: memori/memory/_struct.py
  function build_fact_text_from_triple_entry (line 12) | def build_fact_text_from_triple_entry(entry: dict) -> str | None:
  class Conversation (line 29) | class Conversation:
    method __init__ (line 30) | def __init__(self):
    method configure_from_advanced_augmentation (line 33) | def configure_from_advanced_augmentation(self, json_: dict) -> "Conver...
  class Entity (line 43) | class Entity:
    method __init__ (line 44) | def __init__(self):
    method configure_from_advanced_augmentation (line 49) | def configure_from_advanced_augmentation(self, json_: dict) -> "Entity":
    method _parse_semantic_triple (line 75) | def _parse_semantic_triple(self, entry: dict) -> "SemanticTriple | None":
  class Memories (line 102) | class Memories:
    method __init__ (line 103) | def __init__(self):
    method configure_from_advanced_augmentation (line 108) | def configure_from_advanced_augmentation(self, json_: dict) -> "Memori...
  class Process (line 115) | class Process:
    method __init__ (line 116) | def __init__(self):
    method configure_from_advanced_augmentation (line 119) | def configure_from_advanced_augmentation(self, json_: dict) -> "Process":
  class SemanticTriple (line 129) | class SemanticTriple:
    method __init__ (line 130) | def __init__(self):

FILE: memori/memory/_writer.py
  class Writer (line 24) | class Writer:
    method __init__ (line 25) | def __init__(self, config: Config):
    method execute (line 28) | def execute(self, payload: dict, max_retries: int = MAX_RETRIES) -> "W...
    method _ensure_cached_id (line 51) | def _ensure_cached_id(self, cache_attr: str, create_func, *create_args...
    method _execute_transaction (line 61) | def _execute_transaction(self, payload: dict) -> None:

FILE: memori/memory/augmentation/_base.py
  class AugmentationContext (line 14) | class AugmentationContext:
    method __init__ (line 15) | def __init__(self, payload: AugmentationInput):
    method add_write (line 20) | def add_write(self, method_path: str, *args, **kwargs):
  class BaseAugmentation (line 25) | class BaseAugmentation:
    method __init__ (line 26) | def __init__(self, config=None, enabled: bool = True):
    method process (line 30) | async def process(self, ctx: AugmentationContext, driver) -> Augmentat...

FILE: memori/memory/augmentation/_db_writer.py
  class WriteTask (line 22) | class WriteTask:
    method __init__ (line 23) | def __init__(
    method execute (line 36) | def execute(self, driver):
    method _resolve_method (line 41) | def _resolve_method(self, driver, method_path: str):
  class DbWriterRuntime (line 53) | class DbWriterRuntime:
    method __init__ (line 54) | def __init__(self):
    method configure (line 62) | def configure(self, config):
    method ensure_started (line 71) | def ensure_started(self) -> None:
    method enqueue_write (line 82) | def enqueue_write(self, task: WriteTask, timeout: float = 5.0) -> bool:
    method _run_loop (line 91) | def _run_loop(self) -> None:
    method _drain_batches (line 102) | def _drain_batches(self) -> None:
    method _collect_batch (line 145) | def _collect_batch(self) -> list[WriteTask]:
  function get_db_writer (line 163) | def get_db_writer() -> DbWriterRuntime:

FILE: memori/memory/augmentation/_handler.py
  function _build_meta (line 25) | def _build_meta(config) -> dict[str, object]:
  function _post_cloud_augmentation (line 74) | def _post_cloud_augmentation(config, payload: dict) -> None:
  function _send_cloud_augmentation_background (line 102) | def _send_cloud_augmentation_background(config, payload: dict) -> None:
  function handle_augmentation (line 109) | def handle_augmentation(

FILE: memori/memory/augmentation/_manager.py
  class Manager (line 34) | class Manager:
    method __init__ (line 35) | def __init__(self, config: Config) -> None:
    method start (line 47) | def start(self, conn: Callable | Any) -> "Manager":
    method enqueue (line 73) | def enqueue(self, input_data: AugmentationInput) -> "Manager":
    method _handle_augmentation_result (line 97) | def _handle_augmentation_result(self, future: Future[Any]) -> None:
    method _process_augmentations (line 112) | async def _process_augmentations(self, input_data: AugmentationInput) ...
    method _enqueue_writes (line 154) | def _enqueue_writes(self, writes: list[dict[str, Any]]) -> None:
    method wait (line 168) | def wait(self, timeout: float | None = None) -> bool:

FILE: memori/memory/augmentation/_message.py
  class ConversationMessage (line 15) | class ConversationMessage:
    method to_dict (line 19) | def to_dict(self) -> dict[str, str]:

FILE: memori/memory/augmentation/_models.py
  function hash_id (line 15) | def hash_id(value: str | None) -> str | None:
  class ConversationData (line 22) | class ConversationData:
  class SdkVersionData (line 30) | class SdkVersionData:
  class ModelData (line 37) | class ModelData:
  class FrameworkData (line 46) | class FrameworkData:
  class LlmData (line 53) | class LlmData:
  class PlatformData (line 60) | class PlatformData:
  class SdkData (line 67) | class SdkData:
  class StorageData (line 75) | class StorageData:
  class EntityData (line 83) | class EntityData:
  class ProcessData (line 90) | class ProcessData:
  class AttributionData (line 97) | class AttributionData:
  class MetaData (line 105) | class MetaData:
  class AugmentationPayload (line 117) | class AugmentationPayload:
    method to_dict (line 123) | def to_dict(self) -> dict:

FILE: memori/memory/augmentation/_registry.py
  class Registry (line 12) | class Registry:
    method register (line 16) | def register(cls, name: str):
    method augmentations (line 23) | def augmentations(self, config=None):

FILE: memori/memory/augmentation/_runtime.py
  class AugmentationRuntime (line 15) | class AugmentationRuntime:
    method __init__ (line 16) | def __init__(self):
    method ensure_started (line 25) | def ensure_started(self, max_workers: int):
    method _run_loop (line 44) | def _run_loop(self) -> None:
  function get_runtime (line 55) | def get_runtime() -> AugmentationRuntime:

FILE: memori/memory/augmentation/augmentations/memori/_augmentation.py
  class AdvancedAugmentation (line 40) | class AdvancedAugmentation(BaseAugmentation):
    method __init__ (line 41) | def __init__(self, config=None, enabled: bool = True):
    method _get_conversation_summary (line 44) | def _get_conversation_summary(self, driver, conversation_id: str) -> str:
    method _select_messages_for_summary (line 53) | def _select_messages_for_summary(self, messages: list, summary: str) -...
    method _build_api_payload (line 86) | def _build_api_payload(
    method process (line 125) | async def process(self, ctx: AugmentationContext, driver) -> Augmentat...
    method _process_api_response (line 182) | async def _process_api_response(self, api_response: dict) -> Memories:
    method _schedule_entity_writes (line 205) | async def _schedule_entity_writes(
    method _schedule_process_writes (line 253) | def _schedule_process_writes(
    method _schedule_conversation_writes (line 265) | def _schedule_conversation_writes(

FILE: memori/memory/augmentation/augmentations/memori/models.py
  class EntityData (line 17) | class EntityData:
  class ProcessData (line 24) | class ProcessData:
  class AttributionData (line 31) | class AttributionData:
    method to_dict (line 37) | def to_dict(self) -> dict[str, object]:
  class SessionData (line 45) | class SessionData:
    method to_dict (line 50) | def to_dict(self) -> dict[str, object]:
  class AugmentationInputData (line 55) | class AugmentationInputData:
    method messages_as_dicts (line 60) | def messages_as_dicts(self) -> list[dict[str, str]]:
    method to_dict (line 63) | def to_dict(self) -> dict[str, object]:

FILE: memori/memory/augmentation/input.py
  class AugmentationInput (line 17) | class AugmentationInput:

FILE: memori/memory/augmentation/memories/_conversation.py
  class Conversation (line 12) | class Conversation:
    method __init__ (line 13) | def __init__(self):

FILE: memori/memory/augmentation/memories/_entity.py
  class Entity (line 12) | class Entity:
    method __init__ (line 13) | def __init__(self):

FILE: memori/memory/augmentation/memories/_process.py
  class Process (line 12) | class Process:
    method __init__ (line 13) | def __init__(self):

FILE: memori/memory/recall.py
  function _is_str_object_mapping (line 31) | def _is_str_object_mapping(value: object) -> TypeGuard[Mapping[str, obje...
  class Recall (line 37) | class Recall:
    method __init__ (line 38) | def __init__(self, config: Config) -> None:
    method _resolve_entity_id (line 41) | def _resolve_entity_id(self, entity_id: int | None) -> int | None:
    method _resolve_limit (line 55) | def _resolve_limit(self, limit: int | None) -> int:
    method _embed_query (line 58) | def _embed_query(self, query: str) -> list[float]:
    method _search_with_retries (line 66) | def _search_with_retries(
    method _search_with_retries_cloud (line 96) | def _search_with_retries_cloud(
    method _cloud_recall (line 103) | def _cloud_recall(self, query: str, *, limit: int | None = None) -> ob...
    method _parse_cloud_recall_response (line 125) | def _parse_cloud_recall_response(
    method search_facts (line 183) | def search_facts(

FILE: memori/search/_api.py
  function search_facts (line 23) | def search_facts(

FILE: memori/search/_core.py
  function _candidate_pool_from_candidates (line 22) | def _candidate_pool_from_candidates(
  function _get_embeddings_rows (line 56) | def _get_embeddings_rows(
  function _candidate_limit (line 72) | def _candidate_limit(
  function _fetch_content_maps (line 80) | def _fetch_content_maps(
  function _rank_candidates (line 103) | def _rank_candidates(
  function _build_fact_rows (line 140) | def _build_fact_rows(
  function search_entity_facts_core (line 170) | def search_entity_facts_core(

FILE: memori/search/_faiss.py
  function _query_dim (line 25) | def _query_dim(query_embedding: list[float]) -> int:
  function _parse_valid_embeddings (line 29) | def _parse_valid_embeddings(
  function _stack_embeddings (line 50) | def _stack_embeddings(embeddings_list: list[np.ndarray]) -> np.ndarray |...
  function _faiss_search (line 57) | def _faiss_search(
  function find_similar_embeddings (line 91) | def find_similar_embeddings(

FILE: memori/search/_lexical.py
  function _tokenize (line 69) | def _tokenize(text: str) -> list[str]:
  function lexical_scores_for_ids (line 74) | def lexical_scores_for_ids(
  function dense_lexical_weights (line 127) | def dense_lexical_weights(*, query_text: str) -> tuple[float, float]:

FILE: memori/search/_parsing.py
  function parse_embedding (line 19) | def parse_embedding(raw: Any) -> np.ndarray:

FILE: memori/search/_types.py
  class FactCandidate (line 25) | class FactCandidate:
  class FactSearchResult (line 33) | class FactSearchResult:
    method to_dict (line 40) | def to_dict(self) -> dict[str, object]:

FILE: memori/storage/__init__.py
  function _import_optional_module (line 16) | def _import_optional_module(module_path: str) -> None:

FILE: memori/storage/_base.py
  class BaseStorageAdapter (line 12) | class BaseStorageAdapter:
    method __init__ (line 13) | def __init__(self, conn):
    method close (line 43) | def close(self):
    method _is_managed_resource (line 58) | def _is_managed_resource(obj) -> bool:
    method commit (line 86) | def commit(self):
    method execute (line 89) | def execute(self, *args, **kwargs):
    method flush (line 92) | def flush(self):
    method get_dialect (line 95) | def get_dialect(self):
    method rollback (line 98) | def rollback(self):
  class BaseConversation (line 102) | class BaseConversation:
    method __init__ (line 103) | def __init__(self, conn: BaseStorageAdapter):
    method create (line 106) | def create(self, session_id: int, timeout_minutes: int):
    method update (line 109) | def update(self, id: int, summary: str):
    method read (line 112) | def read(self, id: int) -> dict | None:
  class BaseConversationMessage (line 116) | class BaseConversationMessage:
    method __init__ (line 117) | def __init__(self, conn: BaseStorageAdapter):
    method create (line 120) | def create(self, conversation_id: int, role: str, type: str, content: ...
  class BaseConversationMessages (line 124) | class BaseConversationMessages:
    method __init__ (line 125) | def __init__(self, conn: BaseStorageAdapter):
    method read (line 128) | def read(self, conversation_id: int):
  class BaseKnowledgeGraph (line 132) | class BaseKnowledgeGraph:
    method __init__ (line 133) | def __init__(self, conn: BaseStorageAdapter):
    method create (line 136) | def create(self, entity_id: int, semantic_triples: list):
  class BaseEntity (line 140) | class BaseEntity:
    method __init__ (line 141) | def __init__(self, conn: BaseStorageAdapter):
    method create (line 144) | def create(self, external_id: str):
  class BaseEntityFact (line 148) | class BaseEntityFact:
    method __init__ (line 149) | def __init__(self, conn: BaseStorageAdapter):
    method create (line 152) | def create(self, entity_id: int, facts: list, fact_embeddings: list | ...
    method get_embeddings (line 155) | def get_embeddings(self, entity_id: int, limit: int = 1000):
    method get_facts_by_ids (line 158) | def get_facts_by_ids(self, fact_ids: list[int]):
  class BaseProcess (line 162) | class BaseProcess:
    method __init__ (line 163) | def __init__(self, conn: BaseStorageAdapter):
    method create (line 166) | def create(self, external_id: str):
  class BaseProcessAttribute (line 170) | class BaseProcessAttribute:
    method __init__ (line 171) | def __init__(self, conn: BaseStorageAdapter):
    method create (line 174) | def create(self, process_id: int, attributes: list):
  class BaseSession (line 178) | class BaseSession:
    method __init__ (line 179) | def __init__(self, conn: BaseStorageAdapter):
    method create (line 182) | def create(self, uuid: str, entity_id: int, process_id: int):
  class BaseSchema (line 186) | class BaseSchema:
    method __init__ (line 187) | def __init__(self, conn: BaseStorageAdapter):
  class BaseSchemaVersion (line 191) | class BaseSchemaVersion:
    method __init__ (line 192) | def __init__(self, conn: BaseStorageAdapter):
    method create (line 195) | def create(self, num: int):
    method delete (line 198) | def delete(self):
    method read (line 201) | def read(self):

FILE: memori/storage/_builder.py
  class Builder (line 16) | class Builder:
    method __init__ (line 17) | def __init__(self, config: Config):
    method create_data_structures (line 23) | def create_data_structures(self):
    method disable_banner (line 93) | def disable_banner(self):
    method execute (line 97) | def execute(self):
    method _get_supported_dialects (line 114) | def _get_supported_dialects(self):
    method _get_dialect_family (line 117) | def _get_dialect_family(self, dialect):
    method _requires_rollback (line 124) | def _requires_rollback(self, dialect):

FILE: memori/storage/_connection.py
  function connection_context (line 20) | def connection_context(

FILE: memori/storage/_manager.py
  class Manager (line 17) | class Manager:
    method __init__ (line 18) | def __init__(self, config: Config) -> None:
    method conn (line 25) | def conn(self):
    method build (line 28) | def build(self) -> "Manager":
    method start (line 36) | def start(self, conn) -> "Manager":

FILE: memori/storage/_registry.py
  class Registry (line 18) | class Registry:
    method register_adapter (line 23) | def register_adapter(cls, matcher: Callable[[Any], bool]):
    method register_driver (line 31) | def register_driver(cls, dialect: str):
    method adapter (line 38) | def adapter(self, conn: Any) -> BaseStorageAdapter:
    method driver (line 63) | def driver(self, conn: BaseStorageAdapter):

FILE: memori/storage/adapters/dbapi/_adapter.py
  class CursorWrapper (line 15) | class CursorWrapper:
    method __init__ (line 16) | def __init__(self, cursor):
    method mappings (line 19) | def mappings(self):
    method __getattr__ (line 22) | def __getattr__(self, name):
  class MappingResult (line 26) | class MappingResult:
    method __init__ (line 27) | def __init__(self, cursor):
    method fetchone (line 30) | def fetchone(self):
    method fetchall (line 37) | def fetchall(self):
  function is_dbapi_connection (line 43) | def is_dbapi_connection(conn):
  class Adapter (line 68) | class Adapter(BaseStorageAdapter):
    method commit (line 69) | def commit(self):
    method execute (line 73) | def execute(self, operation, binds=()):
    method flush (line 82) | def flush(self):
    method get_dialect (line 85) | def get_dialect(self):
    method rollback (line 101) | def rollback(self):

FILE: memori/storage/adapters/django/_adapter.py
  class CursorWrapper (line 15) | class CursorWrapper:
    method __init__ (line 16) | def __init__(self, cursor):
    method mappings (line 19) | def mappings(self):
    method __getattr__ (line 22) | def __getattr__(self, name):
  class MappingResult (line 26) | class MappingResult:
    method __init__ (line 27) | def __init__(self, cursor):
    method fetchone (line 30) | def fetchone(self):
    method fetchall (line 37) | def fetchall(self):
  function is_django_connection (line 43) | def is_django_connection(conn):
  class Adapter (line 58) | class Adapter(BaseStorageAdapter):
    method commit (line 59) | def commit(self):
    method execute (line 63) | def execute(self, operation, binds=()):
    method flush (line 72) | def flush(self):
    method get_dialect (line 75) | def get_dialect(self):
    method rollback (line 87) | def rollback(self):

FILE: memori/storage/adapters/mongodb/_adapter.py
  class Adapter (line 20) | class Adapter(BaseStorageAdapter):
    method execute (line 23) | def execute(self, collection_name_or_ops, operation=None, *args, **kwa...
    method commit (line 51) | def commit(self):
    method flush (line 55) | def flush(self):
    method rollback (line 59) | def rollback(self):
    method close (line 63) | def close(self):
    method get_dialect (line 71) | def get_dialect(self):
    method _execute_operation (line 74) | def _execute_operation(self, db, op):

FILE: memori/storage/adapters/sqlalchemy/_adapter.py
  class Adapter (line 18) | class Adapter(BaseStorageAdapter):
    method commit (line 19) | def commit(self):
    method execute (line 23) | def execute(self, operation, binds=()):
    method flush (line 26) | def flush(self):
    method get_dialect (line 30) | def get_dialect(self):
    method rollback (line 37) | def rollback(self):

FILE: memori/storage/cockroachdb/_cluster_manager.py
  class ClusterManager (line 28) | class ClusterManager:
    method __init__ (line 29) | def __init__(self, config: Config):
    method claim (line 34) | def claim(self, cli: Cli):
    method delete (line 51) | def delete(self, cli: Cli):
    method execute (line 71) | def execute(self):
    method start (line 88) | def start(self, cli: Cli):
    method cluster_finalize_failed (line 170) | def cluster_finalize_failed(self):
    method cluster_is_started (line 173) | def cluster_is_started(self):
    method usage (line 176) | def usage(self):

FILE: memori/storage/cockroachdb/_display.py
  class Display (line 14) | class Display:
    method __init__ (line 15) | def __init__(self):
    method cluster_already_started (line 18) | def cluster_already_started(self):
    method cluster_was_not_started (line 25) | def cluster_was_not_started(self):

FILE: memori/storage/cockroachdb/_files.py
  class Files (line 14) | class Files:
    method __init__ (line 15) | def __init__(self):
    method cluster_dir (line 18) | def cluster_dir(self):
    method cluster_id (line 21) | def cluster_id(self):
    method makedirs (line 24) | def makedirs(self):
    method read_id (line 28) | def read_id(self):
    method remove_id (line 35) | def remove_id(self):
    method storage_dir (line 43) | def storage_dir(self):
    method write_id (line 55) | def write_id(self, id):

FILE: memori/storage/drivers/mongodb/_driver.py
  class Conversation (line 32) | class Conversation(BaseConversation):
    method __init__ (line 33) | def __init__(self, conn: BaseStorageAdapter):
    method create (line 38) | def create(self, session_id, timeout_minutes: int):
    method update (line 78) | def update(self, id: int, summary: str):
    method read (line 91) | def read(self, id: int) -> dict | None:
    method read_id_by_session_id (line 108) | def read_id_by_session_id(self, session_id):
  class ConversationMessage (line 117) | class ConversationMessage(BaseConversationMessage):
    method create (line 118) | def create(self, conversation_id: int, role: str, type: str, content: ...
  class ConversationMessages (line 132) | class ConversationMessages(BaseConversationMessages):
    method read (line 133) | def read(self, conversation_id: int):
  class Entity (line 148) | class Entity(BaseEntity):
    method create (line 149) | def create(self, external_id: str):
  class EntityFact (line 171) | class EntityFact(BaseEntityFact):
    method create (line 172) | def create(self, entity_id: int, facts: list, fact_embeddings: list | ...
    method get_embeddings (line 224) | def get_embeddings(self, entity_id: int, limit: int = 1000):
    method get_facts_by_ids (line 260) | def get_facts_by_ids(self, fact_ids: list[int]):
  class KnowledgeGraph (line 284) | class KnowledgeGraph(BaseKnowledgeGraph):
    method create (line 285) | def create(self, entity_id: int, semantic_triples: list):
  class Process (line 404) | class Process(BaseProcess):
    method create (line 405) | def create(self, external_id: str):
  class ProcessAttribute (line 427) | class ProcessAttribute(BaseProcessAttribute):
    method create (line 428) | def create(self, process_id: int, attributes: list):
  class Session (line 472) | class Session(BaseSession):
    method create (line 473) | def create(self, uuid: str, entity_id: int, process_id: int):
    method read (line 493) | def read(self, uuid: str):
  class Schema (line 500) | class Schema(BaseSchema):
    method __init__ (line 501) | def __init__(self, conn: BaseStorageAdapter):
  class SchemaVersion (line 506) | class SchemaVersion(BaseSchemaVersion):
    method create (line 507) | def create(self, num: int):
    method delete (line 512) | def delete(self):
    method read (line 515) | def read(self):
  class Driver (line 527) | class Driver:
    method __init__ (line 539) | def __init__(self, conn: BaseStorageAdapter):

FILE: memori/storage/drivers/mysql/_driver.py
  class Conversation (line 32) | class Conversation(BaseConversation):
    method __init__ (line 33) | def __init__(self, conn: BaseStorageAdapter):
    method create (line 38) | def create(self, session_id, timeout_minutes: int):
    method update (line 95) | def update(self, id: int, summary: str):
    method read (line 114) | def read(self, id: int) -> dict | None:
    method read_id_by_session_id (line 133) | def read_id_by_session_id(self, session_id) -> int | None:
  class ConversationMessage (line 151) | class ConversationMessage(BaseConversationMessage):
    method create (line 152) | def create(self, conversation_id: int, role: str, type: str, content: ...
  class ConversationMessages (line 179) | class ConversationMessages(BaseConversationMessages):
    method read (line 180) | def read(self, conversation_id: int):
  class KnowledgeGraph (line 202) | class KnowledgeGraph(BaseKnowledgeGraph):
    method create (line 203) | def create(self, entity_id: int, semantic_triples: list):
  class Entity (line 362) | class Entity(BaseEntity):
    method create (line 363) | def create(self, external_id: str):
  class EntityFact (line 393) | class EntityFact(BaseEntityFact):
    method create (line 394) | def create(self, entity_id: int, facts: list, fact_embeddings: list | ...
    method get_embeddings (line 445) | def get_embeddings(self, entity_id: int, limit: int = 1000):
    method get_facts_by_ids (line 464) | def get_facts_by_ids(self, fact_ids: list[int]):
  class Process (line 479) | class Process(BaseProcess):
    method create (line 480) | def create(self, external_id: str):
  class ProcessAttribute (line 513) | class ProcessAttribute(BaseProcessAttribute):
    method create (line 514) | def create(self, process_id: int, attributes: list):
  class Session (line 554) | class Session(BaseSession):
    method create (line 555) | def create(self, uuid: str, entity_id: int, process_id: int):
    method read (line 590) | def read(self, uuid: str) -> int | None:
  class Schema (line 608) | class Schema(BaseSchema):
    method __init__ (line 609) | def __init__(self, conn: BaseStorageAdapter):
  class SchemaVersion (line 614) | class SchemaVersion(BaseSchemaVersion):
    method create (line 615) | def create(self, num: int):
    method delete (line 627) | def delete(self):
    method read (line 634) | def read(self):
  class Driver (line 650) | class Driver:
    method __init__ (line 662) | def __init__(self, conn: BaseStorageAdapter):

FILE: memori/storage/drivers/oceanbase/_driver.py
  class EntityFact (line 20) | class EntityFact(MysqlEntityFact):
    method create (line 21) | def create(self, entity_id: int, facts: list, fact_embeddings: list | ...
  class Driver (line 76) | class Driver(MysqlDriver):
    method __init__ (line 82) | def __init__(self, conn):

FILE: memori/storage/drivers/oracle/_driver.py
  class Conversation (line 31) | class Conversation(BaseConversation):
    method __init__ (line 32) | def __init__(self, conn: BaseStorageAdapter):
    method create (line 37) | def create(self, session_id, timeout_minutes: int):
    method update (line 97) | def update(self, id: int, summary: str):
    method read (line 116) | def read(self, id: int) -> dict | None:
    method read_id_by_session_id (line 135) | def read_id_by_session_id(self, session_id) -> int | None:
  class ConversationMessage (line 153) | class ConversationMessage(BaseConversationMessage):
    method create (line 154) | def create(self, conversation_id: int, role: str, type: str, content: ...
  class ConversationMessages (line 181) | class ConversationMessages(BaseConversationMessages):
    method read (line 182) | def read(self, conversation_id: int):
  class Entity (line 205) | class Entity(BaseEntity):
    method create (line 206) | def create(self, external_id: str):
  class EntityFact (line 235) | class EntityFact(BaseEntityFact):
    method create (line 236) | def create(self, entity_id: int, facts: list, fact_embeddings: list | ...
    method get_embeddings (line 281) | def get_embeddings(self, entity_id: int, limit: int = 1000):
    method get_facts_by_ids (line 304) | def get_facts_by_ids(self, fact_ids: list[int]):
  class KnowledgeGraph (line 321) | class KnowledgeGraph(BaseKnowledgeGraph):
    method create (line 322) | def create(self, entity_id: int, semantic_triples: list):
  class Process (line 463) | class Process(BaseProcess):
    method create (line 464) | def create(self, external_id: str):
  class ProcessAttribute (line 493) | class ProcessAttribute(BaseProcessAttribute):
    method create (line 494) | def create(self, process_id: int, attributes: list):
  class Session (line 527) | class Session(BaseSession):
    method create (line 528) | def create(self, uuid: str, entity_id: int, process_id: int):
    method read (line 556) | def read(self, uuid: str) -> int | None:
  class Schema (line 574) | class Schema(BaseSchema):
    method __init__ (line 575) | def __init__(self, conn: BaseStorageAdapter):
  class SchemaVersion (line 580) | class SchemaVersion(BaseSchemaVersion):
    method create (line 581) | def create(self, num: int):
    method delete (line 593) | def delete(self):
    method read (line 600) | def read(self):
  class Driver (line 615) | class Driver:
    method __init__ (line 627) | def __init__(self, conn: BaseStorageAdapter):

FILE: memori/storage/drivers/postgresql/_driver.py
  class Conversation (line 31) | class Conversation(BaseConversation):
    method __init__ (line 32) | def __init__(self, conn: BaseStorageAdapter):
    method create (line 37) | def create(self, session_id, timeout_minutes: int):
    method update (line 95) | def update(self, id: int, summary: str):
    method read (line 114) | def read(self, id: int) -> dict | None:
    method read_id_by_session_id (line 133) | def read_id_by_session_id(self, session_id) -> int | None:
  class ConversationMessage (line 151) | class ConversationMessage(BaseConversationMessage):
    method create (line 152) | def create(self, conversation_id: int, role: str, type: str, content: ...
  class ConversationMessages (line 179) | class ConversationMessages(BaseConversationMessages):
    method read (line 180) | def read(self, conversation_id: int):
  class Entity (line 202) | class Entity(BaseEntity):
    method create (line 203) | def create(self, external_id: str):
  class EntityFact (line 234) | class EntityFact(BaseEntityFact):
    method create (line 235) | def create(self, entity_id: int, facts: list, fact_embeddings: list | ...
    method get_embeddings (line 287) | def get_embeddings(self, entity_id: int, limit: int = 1000):
    method get_facts_by_ids (line 306) | def get_facts_by_ids(self, fact_ids: list[int]):
  class KnowledgeGraph (line 323) | class KnowledgeGraph(BaseKnowledgeGraph):
    method create (line 324) | def create(self, entity_id: int, semantic_triples: list):
  class Process (line 487) | class Process(BaseProcess):
    method create (line 488) | def create(self, external_id: str):
  class ProcessAttribute (line 519) | class ProcessAttribute(BaseProcessAttribute):
    method create (line 520) | def create(self, process_id: int, attributes: list):
  class Session (line 561) | class Session(BaseSession):
    method create (line 562) | def create(self, uuid: str, entity_id: int, process_id: int):
    method read (line 594) | def read(self, uuid: str) -> int | None:
  class Schema (line 612) | class Schema(BaseSchema):
    method __init__ (line 613) | def __init__(self, conn: BaseStorageAdapter):
  class SchemaVersion (line 618) | class SchemaVersion(BaseSchemaVersion):
    method create (line 619) | def create(self, num: int):
    method delete (line 631) | def delete(self):
    method read (line 638) | def read(self):
  class Driver (line 654) | class Driver:
    method __init__ (line 666) | def __init__(self, conn: BaseStorageAdapter):

FILE: memori/storage/drivers/sqlite/_driver.py
  class Conversation (line 31) | class Conversation(BaseConversation):
    method __init__ (line 32) | def __init__(self, conn: BaseStorageAdapter):
    method create (line 37) | def create(self, session_id, timeout_minutes: int):
    method update (line 94) | def update(self, id: int, summary: str):
    method read (line 113) | def read(self, id: int) -> dict | None:
    method read_id_by_session_id (line 132) | def read_id_by_session_id(self, session_id) -> int | None:
  class ConversationMessage (line 150) | class ConversationMessage(BaseConversationMessage):
    method create (line 151) | def create(self, conversation_id: int, role: str, type: str, content: ...
  class ConversationMessages (line 178) | class ConversationMessages(BaseConversationMessages):
    method read (line 179) | def read(self, conversation_id: int):
  class Entity (line 202) | class Entity(BaseEntity):
    method create (line 203) | def create(self, external_id: str):
  class EntityFact (line 233) | class EntityFact(BaseEntityFact):
    method create (line 234) | def create(self, entity_id: int, facts: list, fact_embeddings: list | ...
    method get_embeddings (line 287) | def get_embeddings(self, entity_id: int, limit: int = 1000):
    method get_facts_by_ids (line 306) | def get_facts_by_ids(self, fact_ids: list[int]):
  class KnowledgeGraph (line 321) | class KnowledgeGraph(BaseKnowledgeGraph):
    method create (line 322) | def create(self, entity_id: int, semantic_triples: list):
  class Process (line 453) | class Process(BaseProcess):
    method create (line 454) | def create(self, external_id: str):
  class ProcessAttribute (line 484) | class ProcessAttribute(BaseProcessAttribute):
    method create (line 485) | def create(self, process_id: int, attributes: list):
  class Session (line 515) | class Session(BaseSession):
    method create (line 516) | def create(self, uuid: str, entity_id: int, process_id: int):
    method read (line 547) | def read(self, uuid: str) -> int | None:
  class Schema (line 565) | class Schema(BaseSchema):
    method __init__ (line 566) | def __init__(self, conn: BaseStorageAdapter):
  class SchemaVersion (line 571) | class SchemaVersion(BaseSchemaVersion):
    method create (line 572) | def create(self, num: int):
    method delete (line 584) | def delete(self):
    method read (line 591) | def read(self):
  class Driver (line 606) | class Driver:
    method __init__ (line 618) | def __init__(self, conn: BaseStorageAdapter):

FILE: tests/benchmarks_locomo/test_locomo_aa_pairing.py
  function test_build_per_pair_requests_cumulative (line 6) | def test_build_per_pair_requests_cumulative() -> None:
  function test_build_per_pair_requests_skips_unpairable_pair_boundaries (line 22) | def test_build_per_pair_requests_skips_unpairable_pair_boundaries() -> N...

FILE: tests/benchmarks_locomo/test_locomo_loader.py
  function _write_locomo_tiny (line 9) | def _write_locomo_tiny(path: Path) -> Path:
  function test_load_locomo_tiny_fixture (line 46) | def test_load_locomo_tiny_fixture(tmp_path: Path):

FILE: tests/benchmarks_locomo/test_locomo_preprocess.py
  function test_preprocess_strips_multimodal_fields (line 9) | def test_preprocess_strips_multimodal_fields(tmp_path: Path) -> None:
  function test_preprocess_rewrites_speaker_b_to_assistant (line 47) | def test_preprocess_rewrites_speaker_b_to_assistant(tmp_path: Path) -> N...
  function test_preprocess_keeps_speakers_when_speaker_b_missing (line 77) | def test_preprocess_keeps_speakers_when_speaker_b_missing(tmp_path: Path...

FILE: tests/benchmarks_locomo/test_locomo_provenance.py
  function test_attribute_facts_to_turn_ids_maps_best_match (line 10) | def test_attribute_facts_to_turn_ids_maps_best_match():
  function test_attribute_facts_to_turn_ids_can_use_lexical_signal (line 36) | def test_attribute_facts_to_turn_ids_can_use_lexical_signal(monkeypatch):
  function test_provenance_store_delete_sample (line 64) | def test_provenance_store_delete_sample(tmp_path: Path):
  function test_group_scoring_any_match (line 79) | def test_group_scoring_any_match():
  function test_format_top_k_includes_turn_ids_for_aa_mode (line 91) | def test_format_top_k_includes_turn_ids_for_aa_mode(tmp_path: Path):

FILE: tests/benchmarks_locomo/test_locomo_run_and_report.py
  function _write_locomo_tiny (line 10) | def _write_locomo_tiny(path: Path) -> Path:
  function _fake_embed_texts (line 47) | def _fake_embed_texts(
  function _seed_reuse_db (line 68) | def _seed_reuse_db(
  function test_run_writes_predictions_and_summary (line 121) | def test_run_writes_predictions_and_summary(tmp_path: Path, monkeypatch):
  function test_run_skips_questions_with_evidence_in_removed_sessions (line 183) | def test_run_skips_questions_with_evidence_in_removed_sessions(
  function test_report_aggregates_predictions (line 268) | def test_report_aggregates_predictions(tmp_path: Path, monkeypatch):
  function test_run_can_reuse_existing_sqlite_db_without_ingestion (line 319) | def test_run_can_reuse_existing_sqlite_db_without_ingestion(

FILE: tests/database/core.py
  function set_sqlite_pragma (line 75) | def set_sqlite_pragma(dbapi_conn, connection_record):
  function OracleTestDBSession (line 94) | def OracleTestDBSession():
  function MongoTestDBSession (line 109) | def MongoTestDBSession():

FILE: tests/database/init_db.py
  function init_db (line 5) | def init_db():

FILE: tests/embeddings/test_tei_chunking.py
  function test_chunk_text_by_tokens_list_input_ids (line 18) | def test_chunk_text_by_tokens_list_input_ids(mocker):
  function test_chunk_text_by_tokens_numpy_input_ids (line 28) | def test_chunk_text_by_tokens_numpy_input_ids(mocker):
  function test_embed_texts_via_tei_no_tokenizer_calls_server_once (line 38) | def test_embed_texts_via_tei_no_tokenizer_calls_server_once(mocker):
  function test_embed_texts_via_tei_tokenizer_chunks_and_pools (line 53) | def test_embed_texts_via_tei_tokenizer_chunks_and_pools(mocker):

FILE: tests/integration/cloud/conftest.py
  function cloud_test_mode (line 15) | def cloud_test_mode():
  function cloud_memori_instance (line 31) | def cloud_memori_instance(sqlite_session_factory, cloud_test_mode):
  function cloud_registered_openai_client (line 54) | def cloud_registered_openai_client(cloud_memori_instance, openai_client):
  function cloud_registered_async_openai_client (line 63) | def cloud_registered_async_openai_client(cloud_memori_instance, async_op...
  function cloud_registered_anthropic_client (line 72) | def cloud_registered_anthropic_client(cloud_memori_instance, anthropic_c...
  function cloud_registered_async_anthropic_client (line 81) | def cloud_registered_async_anthropic_client(
  function cloud_registered_google_client (line 92) | def cloud_registered_google_client(cloud_memori_instance, google_client):
  function cloud_registered_xai_client (line 101) | def cloud_registered_xai_client(cloud_memori_instance, xai_client):
  function cloud_registered_async_xai_client (line 110) | def cloud_registered_async_xai_client(cloud_memori_instance, async_xai_c...
  function cloud_registered_bedrock_client (line 119) | def cloud_registered_bedrock_client(cloud_memori_instance, bedrock_client):

FILE: tests/integration/cloud/test_cloud_anthropic.py
  class TestCloudAnthropicSync (line 14) | class TestCloudAnthropicSync:
    method test_sync_message_through_cloud_pipeline (line 17) | def test_sync_message_through_cloud_pipeline(
    method test_sync_message_stores_conversation (line 40) | def test_sync_message_stores_conversation(
    method test_sync_message_stores_messages (line 62) | def test_sync_message_stores_messages(
  class TestCloudAnthropicAsync (line 93) | class TestCloudAnthropicAsync:
    method test_async_message_through_cloud_pipeline (line 97) | async def test_async_message_through_cloud_pipeline(
    method test_async_message_stores_conversation (line 122) | async def test_async_message_stores_conversation(
  class TestCloudAnthropicStreaming (line 143) | class TestCloudAnthropicStreaming:
    method test_sync_streaming_through_cloud_pipeline (line 146) | def test_sync_streaming_through_cloud_pipeline(
    method test_async_streaming_through_cloud_pipeline (line 163) | async def test_async_streaming_through_cloud_pipeline(
  class TestCloudAnthropicAugmentation (line 182) | class TestCloudAnthropicAugmentation:
    method test_augmentation_completes_without_error (line 185) | def test_augmentation_completes_without_error(
    method test_multi_turn_triggers_augmentation (line 198) | def test_multi_turn_triggers_augmentation(
  class TestCloudAnthropicSessionManagement (line 214) | class TestCloudAnthropicSessionManagement:
    method test_multiple_calls_same_session (line 217) | def test_multiple_calls_same_session(
    method test_new_session_resets_context (line 232) | def test_new_session_resets_context(

FILE: tests/integration/cloud/test_cloud_bedrock.py
  class TestCloudBedrockSync (line 17) | class TestCloudBedrockSync:
    method test_sync_invocation_through_cloud_pipeline (line 20) | def test_sync_invocation_through_cloud_pipeline(
    method test_sync_invocation_stores_conversation (line 44) | def test_sync_invocation_stores_conversation(
    method test_sync_invocation_stores_messages (line 62) | def test_sync_invocation_stores_messages(
  class TestCloudBedrockAsync (line 84) | class TestCloudBedrockAsync:
    method test_async_invocation_through_cloud_pipeline (line 88) | async def test_async_invocation_through_cloud_pipeline(
    method test_async_invocation_stores_conversation (line 114) | async def test_async_invocation_stores_conversation(
  class TestCloudBedrockStreaming (line 131) | class TestCloudBedrockStreaming:
    method test_sync_streaming_through_cloud_pipeline (line 134) | def test_sync_streaming_through_cloud_pipeline(
    method test_async_streaming_through_cloud_pipeline (line 150) | async def test_async_streaming_through_cloud_pipeline(
  class TestCloudBedrockAugmentation (line 165) | class TestCloudBedrockAugmentation:
    method test_augmentation_completes_without_error (line 168) | def test_augmentation_completes_without_error(
    method test_multi_turn_triggers_augmentation (line 177) | def test_multi_turn_triggers_augmentation(
  class TestCloudBedrockSessionManagement (line 193) | class TestCloudBedrockSessionManagement:
    method test_multiple_calls_same_session (line 196) | def test_multiple_calls_same_session(
    method test_new_session_resets_context (line 207) | def test_new_session_resets_context(

FILE: tests/integration/cloud/test_cloud_gemini.py
  class TestCloudGeminiSync (line 17) | class TestCloudGeminiSync:
    method test_sync_generation_through_cloud_pipeline (line 20) | def test_sync_generation_through_cloud_pipeline(
    method test_sync_generation_stores_conversation (line 47) | def test_sync_generation_stores_conversation(
    method test_sync_generation_stores_messages (line 68) | def test_sync_generation_stores_messages(
  class TestCloudGeminiAsync (line 94) | class TestCloudGeminiAsync:
    method test_async_generation_through_cloud_pipeline (line 98) | async def test_async_generation_through_cloud_pipeline(
    method test_async_generation_stores_conversation (line 127) | async def test_async_generation_stores_conversation(
  class TestCloudGeminiStreaming (line 147) | class TestCloudGeminiStreaming:
    method test_sync_streaming_through_cloud_pipeline (line 150) | def test_sync_streaming_through_cloud_pipeline(
    method test_async_streaming_through_cloud_pipeline (line 171) | async def test_async_streaming_through_cloud_pipeline(
  class TestCloudGeminiAugmentation (line 193) | class TestCloudGeminiAugmentation:
    method test_augmentation_completes_without_error (line 196) | def test_augmentation_completes_without_error(
    method test_multi_turn_triggers_augmentation (line 208) | def test_multi_turn_triggers_augmentation(
  class TestCloudGeminiSessionManagement (line 225) | class TestCloudGeminiSessionManagement:
    method test_multiple_calls_same_session (line 228) | def test_multiple_calls_same_session(
    method test_new_session_resets_context (line 242) | def test_new_session_resets_context(

FILE: tests/integration/cloud/test_cloud_openai.py
  class TestCloudOpenAISync (line 15) | class TestCloudOpenAISync:
    method test_sync_completion_through_cloud_pipeline (line 18) | def test_sync_completion_through_cloud_pipeline(
    method test_sync_completion_stores_conversation (line 40) | def test_sync_completion_stores_conversation(
    method test_sync_completion_stores_messages (line 62) | def test_sync_completion_stores_messages(
  class TestCloudOpenAIAsync (line 93) | class TestCloudOpenAIAsync:
    method test_async_completion_through_cloud_pipeline (line 97) | async def test_async_completion_through_cloud_pipeline(
    method test_async_completion_stores_conversation (line 121) | async def test_async_completion_stores_conversation(
  class TestCloudOpenAIStreaming (line 142) | class TestCloudOpenAIStreaming:
    method test_sync_streaming_through_cloud_pipeline (line 145) | def test_sync_streaming_through_cloud_pipeline(
    method test_async_streaming_through_cloud_pipeline (line 168) | async def test_async_streaming_through_cloud_pipeline(
  class TestCloudOpenAIAugmentation (line 190) | class TestCloudOpenAIAugmentation:
    method test_augmentation_completes_without_error (line 193) | def test_augmentation_completes_without_error(
    method test_multi_turn_triggers_augmentation (line 206) | def test_multi_turn_triggers_augmentation(
    method test_cloud_memori_instance_is_configured (line 224) | def test_cloud_memori_instance_is_configured(self, cloud_memori_instan...
  class TestCloudOpenAIResponses (line 230) | class TestCloudOpenAIResponses:
    method test_responses_api_through_cloud_pipeline (line 233) | def test_responses_api_through_cloud_pipeline(
    method test_responses_streaming_through_cloud_pipeline (line 250) | def test_responses_streaming_through_cloud_pipeline(
  class TestCloudOpenAISessionManagement (line 269) | class TestCloudOpenAISessionManagement:
    method test_multiple_calls_same_session (line 272) | def test_multiple_calls_same_session(
    method test_new_session_resets_context (line 287) | def test_new_session_resets_context(

FILE: tests/integration/cloud/test_cloud_xai.py
  class TestcloudXAISync (line 15) | class TestcloudXAISync:
    method test_sync_completion_through_cloud_pipeline (line 18) | def test_sync_completion_through_cloud_pipeline(
    method test_sync_completion_stores_conversation (line 40) | def test_sync_completion_stores_conversation(
    method test_sync_completion_stores_messages (line 62) | def test_sync_completion_stores_messages(
  class TestcloudXAIAsync (line 93) | class TestcloudXAIAsync:
    method test_async_completion_through_cloud_pipeline (line 97) | async def test_async_completion_through_cloud_pipeline(
    method test_async_completion_stores_conversation (line 121) | async def test_async_completion_stores_conversation(
  class TestcloudXAIStreaming (line 142) | class TestcloudXAIStreaming:
    method test_sync_streaming_through_cloud_pipeline (line 145) | def test_sync_streaming_through_cloud_pipeline(
    method test_async_streaming_through_cloud_pipeline (line 168) | async def test_async_streaming_through_cloud_pipeline(
  class TestcloudXAIAugmentation (line 190) | class TestcloudXAIAugmentation:
    method test_augmentation_completes_without_error (line 193) | def test_augmentation_completes_without_error(
    method test_multi_turn_triggers_augmentation (line 206) | def test_multi_turn_triggers_augmentation(
  class TestcloudXAISessionManagement (line 223) | class TestcloudXAISessionManagement:
    method test_multiple_calls_same_session (line 226) | def test_multiple_calls_same_session(
    method test_new_session_resets_context (line 241) | def test_new_session_resets_context(

FILE: tests/integration/conftest.py
  function openai_api_key (line 59) | def openai_api_key():
  function sqlite_session_factory (line 66) | def sqlite_session_factory(tmp_path):
  function memori_test_mode (line 90) | def memori_test_mode():
  function openai_client (line 101) | def openai_client(openai_api_key):
  function async_openai_client (line 108) | def async_openai_client(openai_api_key):
  function memori_instance (line 115) | def memori_instance(sqlite_session_factory, memori_test_mode):
  function registered_openai_client (line 127) | def registered_openai_client(memori_instance, openai_client):
  function registered_async_openai_client (line 134) | def registered_async_openai_client(memori_instance, async_openai_client):
  function anthropic_api_key (line 141) | def anthropic_api_key():
  function anthropic_client (line 148) | def anthropic_client(anthropic_api_key):
  function async_anthropic_client (line 155) | def async_anthropic_client(anthropic_api_key):
  function registered_anthropic_client (line 162) | def registered_anthropic_client(memori_instance, anthropic_client):
  function registered_async_anthropic_client (line 169) | def registered_async_anthropic_client(memori_instance, async_anthropic_c...
  function google_api_key (line 176) | def google_api_key():
  function google_client (line 183) | def google_client(google_api_key):
  function registered_google_client (line 195) | def registered_google_client(memori_instance, google_client):
  function xai_api_key (line 202) | def xai_api_key():
  function xai_client (line 209) | def xai_client(xai_api_key):
  function async_xai_client (line 219) | def async_xai_client(xai_api_key):
  function registered_xai_client (line 229) | def registered_xai_client(memori_instance, xai_client):
  function registered_async_xai_client (line 236) | def registered_async_xai_client(memori_instance, async_xai_client):
  function aws_credentials (line 243) | def aws_credentials():
  function bedrock_client (line 254) | def bedrock_client(aws_credentials):
  function registered_bedrock_client (line 267) | def registered_bedrock_client(memori_instance, bedrock_client):
  class CapturedPayload (line 274) | class CapturedPayload:
    method capture (line 277) | def capture(self, payload: dict) -> dict:
    method last (line 286) | def last(self) -> dict | None:
    method count (line 290) | def count(self) -> int:
    method validate_structure (line 293) | def validate_structure(self, payload: dict | None = None) -> list[str]:
    method is_valid (line 368) | def is_valid(self, payload: dict | None = None) -> bool:
  function aa_payload_capture (line 373) | def aa_payload_capture():
  function memori_instance_with_capture (line 384) | def memori_instance_with_capture(

FILE: tests/integration/databases/conftest.py
  function sqlite_session_factory (line 43) | def sqlite_session_factory(tmp_path):
  function postgres_session_factory (line 68) | def postgres_session_factory():
  function mysql_session_factory (line 89) | def mysql_session_factory():
  function mongodb_client (line 110) | def mongodb_client():
  function memori_test_mode (line 123) | def memori_test_mode():
  function sqlite_memori (line 135) | def sqlite_memori(sqlite_session_factory, memori_test_mode):
  function postgres_memori (line 149) | def postgres_memori(postgres_session_factory, memori_test_mode):
  function mysql_memori (line 163) | def mysql_memori(mysql_session_factory, memori_test_mode):
  function mongodb_memori (line 177) | def mongodb_memori(mongodb_client, memori_test_mode):
  function openai_api_key (line 191) | def openai_api_key():
  function openai_client (line 199) | def openai_client(openai_api_key):

FILE: tests/integration/databases/test_database_storage.py
  class TestSQLiteStorage (line 21) | class TestSQLiteStorage:
    method test_store_and_search_facts (line 27) | def test_store_and_search_facts(self, sqlite_memori, openai_api_key):
    method test_multiple_entities_isolation (line 55) | def test_multiple_entities_isolation(self, sqlite_memori, openai_api_k...
    method test_conversation_storage (line 89) | def test_conversation_storage(self, sqlite_memori, openai_api_key):
  class TestPostgresStorage (line 119) | class TestPostgresStorage:
    method test_store_and_search_facts (line 125) | def test_store_and_search_facts(self, postgres_memori, openai_api_key):
    method test_multiple_entities_isolation (line 151) | def test_multiple_entities_isolation(self, postgres_memori, openai_api...
    method test_conversation_storage (line 184) | def test_conversation_storage(self, postgres_memori, openai_api_key):
  class TestMySQLStorage (line 213) | class TestMySQLStorage:
    method test_store_and_search_facts (line 219) | def test_store_and_search_facts(self, mysql_memori, openai_api_key):
    method test_multiple_entities_isolation (line 248) | def test_multiple_entities_isolation(self, mysql_memori, openai_api_key):
    method test_conversation_storage (line 281) | def test_conversation_storage(self, mysql_memori, openai_api_key):
  class TestMongoDBStorage (line 310) | class TestMongoDBStorage:
    method test_store_and_search_facts (line 316) | def test_store_and_search_facts(self, mongodb_memori, openai_api_key):
    method test_multiple_entities_isolation (line 342) | def test_multiple_entities_isolation(self, mongodb_memori, openai_api_...
    method test_conversation_storage (line 375) | def test_conversation_storage(self, mongodb_memori, openai_api_key):

FILE: tests/integration/providers/test_anthropic.py
  class TestClientRegistration (line 11) | class TestClientRegistration:
    method test_sync_client_registration_marks_installed (line 14) | def test_sync_client_registration_marks_installed(
    method test_async_client_registration_marks_installed (line 28) | def test_async_client_registration_marks_installed(
    method test_multiple_registrations_are_idempotent (line 42) | def test_multiple_registrations_are_idempotent(
    method test_registration_preserves_original_methods (line 57) | def test_registration_preserves_original_methods(
  class TestSyncMessages (line 67) | class TestSyncMessages:
    method test_sync_message_returns_response (line 70) | def test_sync_message_returns_response(self, registered_anthropic_clie...
    method test_sync_message_response_structure (line 84) | def test_sync_message_response_structure(self, registered_anthropic_cl...
    method test_sync_message_with_system_message (line 105) | def test_sync_message_with_system_message(self, registered_anthropic_c...
    method test_sync_message_multi_turn (line 118) | def test_sync_message_multi_turn(self, registered_anthropic_client):
  class TestAsyncMessages (line 134) | class TestAsyncMessages:
    method test_async_message_returns_response (line 138) | async def test_async_message_returns_response(
    method test_async_message_response_structure (line 155) | async def test_async_message_response_structure(
    method test_async_message_with_system (line 175) | async def test_async_message_with_system(self, registered_async_anthro...
  class TestSyncStreaming (line 187) | class TestSyncStreaming:
    method test_sync_streaming_returns_events (line 190) | def test_sync_streaming_returns_events(self, registered_anthropic_clie...
    method test_sync_streaming_assembles_content (line 202) | def test_sync_streaming_assembles_content(self, registered_anthropic_c...
    method test_sync_streaming_event_structure (line 214) | def test_sync_streaming_event_structure(self, registered_anthropic_cli...
  class TestAsyncStreaming (line 226) | class TestAsyncStreaming:
    method test_async_streaming_returns_events (line 230) | async def test_async_streaming_returns_events(
    method test_async_streaming_assembles_content (line 247) | async def test_async_streaming_assembles_content(
    method test_async_streaming_chunk_structure (line 265) | async def test_async_streaming_chunk_structure(
    method test_async_streaming_final_message (line 284) | async def test_async_streaming_final_message(
    method test_async_streaming_with_usage_info (line 303) | async def test_async_streaming_with_usage_info(
  class TestErrorHandling (line 322) | class TestErrorHandling:
    method test_invalid_api_key_raises_authentication_error (line 324) | def test_invalid_api_key_raises_authentication_error(self, memori_inst...
    method test_invalid_model_raises_error (line 337) | def test_invalid_model_raises_error(self, registered_anthropic_client):
    method test_async_invalid_api_key_raises_error (line 347) | async def test_async_invalid_api_key_raises_error(self, memori_instance):
  class TestResponseFormatValidation (line 359) | class TestResponseFormatValidation:
    method test_response_contains_usage_metadata (line 362) | def test_response_contains_usage_metadata(self, registered_anthropic_c...
    method test_response_model_matches_request (line 375) | def test_response_model_matches_request(self, registered_anthropic_cli...
    method test_response_stop_reason_is_valid (line 386) | def test_response_stop_reason_is_valid(self, registered_anthropic_clie...
    method test_async_response_contains_usage_metadata (line 399) | async def test_async_response_contains_usage_metadata(
  class TestMemoriIntegration (line 413) | class TestMemoriIntegration:
    method test_memori_wrapper_does_not_modify_response_type (line 416) | def test_memori_wrapper_does_not_modify_response_type(
    method test_config_captures_provider_info (line 441) | def test_config_captures_provider_info(self, memori_instance, anthropi...
    method test_attribution_is_preserved_across_calls (line 449) | def test_attribution_is_preserved_across_calls(
  class TestStorageVerification (line 473) | class TestStorageVerification:
    method test_conversation_stored_after_sync_call (line 476) | def test_conversation_stored_after_sync_call(
    method test_messages_stored_with_content (line 496) | def test_messages_stored_with_content(
    method test_conversation_stored_after_async_call (line 527) | async def test_conversation_stored_after_async_call(
    method test_multiple_calls_accumulate_messages (line 546) | def test_multiple_calls_accumulate_messages(

FILE: tests/integration/providers/test_bedrock.py
  class TestClientRegistration (line 14) | class TestClientRegistration:
    method test_client_registration_marks_installed (line 17) | def test_client_registration_marks_installed(
    method test_multiple_registrations_are_idempotent (line 36) | def test_multiple_registrations_are_idempotent(
    method test_registration_preserves_original_methods (line 57) | def test_registration_preserves_original_methods(
  class TestSyncInvocation (line 73) | class TestSyncInvocation:
    method test_sync_invoke_returns_response (line 76) | def test_sync_invoke_returns_response(self, registered_bedrock_client):
    method test_sync_invoke_response_structure (line 85) | def test_sync_invoke_response_structure(self, registered_bedrock_client):
    method test_sync_invoke_with_messages (line 94) | def test_sync_invoke_with_messages(self, registered_bedrock_client):
    method test_sync_invoke_multi_turn (line 109) | def test_sync_invoke_multi_turn(self, registered_bedrock_client):
  class TestAsyncInvocation (line 125) | class TestAsyncInvocation:
    method test_async_invoke_returns_response (line 129) | async def test_async_invoke_returns_response(self, registered_bedrock_...
    method test_async_invoke_response_structure (line 139) | async def test_async_invoke_response_structure(self, registered_bedroc...
    method test_async_invoke_with_system_message (line 149) | async def test_async_invoke_with_system_message(self, registered_bedro...
  class TestSyncStreaming (line 163) | class TestSyncStreaming:
    method test_sync_streaming_returns_chunks (line 166) | def test_sync_streaming_returns_chunks(self, registered_bedrock_client):
    method test_sync_streaming_assembles_content (line 173) | def test_sync_streaming_assembles_content(self, registered_bedrock_cli...
    method test_sync_streaming_chunk_structure (line 184) | def test_sync_streaming_chunk_structure(self, registered_bedrock_client):
  class TestAsyncStreaming (line 189) | class TestAsyncStreaming:
    method test_async_streaming_returns_chunks (line 193) | async def test_async_streaming_returns_chunks(self, registered_bedrock...
    method test_async_streaming_assembles_content (line 203) | async def test_async_streaming_assembles_content(self, registered_bedr...
    method test_async_streaming_chunk_structure (line 215) | async def test_async_streaming_chunk_structure(self, registered_bedroc...
    method test_async_streaming_with_usage_info (line 222) | async def test_async_streaming_with_usage_info(self, registered_bedroc...
  class TestErrorHandling (line 234) | class TestErrorHandling:
    method test_invalid_credentials_raises_error (line 236) | def test_invalid_credentials_raises_error(self, memori_instance):
    method test_invalid_model_raises_error (line 260) | def test_invalid_model_raises_error(self, memori_instance, aws_credent...
    method test_async_invalid_model_raises_error (line 275) | async def test_async_invalid_model_raises_error(
  class TestResponseFormatValidation (line 290) | class TestResponseFormatValidation:
    method test_response_contains_usage_metadata (line 293) | def test_response_contains_usage_metadata(self, registered_bedrock_cli...
    method test_response_model_matches_requested (line 302) | def test_response_model_matches_requested(self, registered_bedrock_cli...
    method test_response_finish_reason_is_valid (line 310) | def test_response_finish_reason_is_valid(self, registered_bedrock_clie...
    method test_async_response_contains_usage_metadata (line 321) | async def test_async_response_contains_usage_metadata(
  class TestMemoriIntegration (line 329) | class TestMemoriIntegration:
    method test_memori_wrapper_does_not_modify_response_type (line 332) | def test_memori_wrapper_does_not_modify_response_type(
    method test_config_captures_provider_info (line 356) | def test_config_captures_provider_info(self, memori_instance, aws_cred...
    method test_attribution_is_preserved_across_calls (line 369) | def test_attribution_is_preserved_across_calls(
  class TestStorageVerification (line 385) | class TestStorageVerification:
    method test_conversation_stored_after_sync_call (line 388) | def test_conversation_stored_after_sync_call(
    method test_messages_stored_with_content (line 404) | def test_messages_stored_with_content(
    method test_conversation_stored_after_async_call (line 426) | async def test_conversation_stored_after_async_call(
    method test_multiple_calls_accumulate_messages (line 441) | def test_multiple_calls_accumulate_messages(

FILE: tests/integration/providers/test_google.py
  class TestClientRegistration (line 14) | class TestClientRegistration:
    method test_client_registration_marks_installed (line 17) | def test_client_registration_marks_installed(self, memori_instance, go...
    method test_multiple_registrations_are_idempotent (line 33) | def test_multiple_registrations_are_idempotent(
    method test_registration_preserves_original_methods (line 52) | def test_registration_preserves_original_methods(
  class TestSyncContentGeneration (line 67) | class TestSyncContentGeneration:
    method test_sync_generate_returns_response (line 70) | def test_sync_generate_returns_response(self, registered_google_client):
    method test_sync_generate_response_structure (line 82) | def test_sync_generate_response_structure(self, registered_google_clie...
    method test_sync_generate_with_config (line 96) | def test_sync_generate_with_config(self, registered_google_client):
    method test_sync_generate_multi_turn (line 113) | def test_sync_generate_multi_turn(self, registered_google_client):
  class TestAsyncContentGeneration (line 130) | class TestAsyncContentGeneration:
    method test_async_generate_returns_response (line 134) | async def test_async_generate_returns_response(self, registered_google...
    method test_async_generate_response_structure (line 147) | async def test_async_generate_response_structure(self, registered_goog...
    method test_async_generate_with_system_instruction (line 160) | async def test_async_generate_with_system_instruction(
  class TestSyncStreaming (line 178) | class TestSyncStreaming:
    method test_sync_streaming_returns_chunks (line 181) | def test_sync_streaming_returns_chunks(self, registered_google_client):
    method test_sync_streaming_assembles_content (line 192) | def test_sync_streaming_assembles_content(self, registered_google_clie...
    method test_sync_streaming_chunk_structure (line 208) | def test_sync_streaming_chunk_structure(self, registered_google_client):
  class TestAsyncStreaming (line 218) | class TestAsyncStreaming:
    method test_async_streaming_returns_chunks (line 222) | async def test_async_streaming_returns_chunks(self, registered_google_...
    method test_async_streaming_assembles_content (line 237) | async def test_async_streaming_assembles_content(self, registered_goog...
    method test_async_streaming_chunk_structure (line 254) | async def test_async_streaming_chunk_structure(self, registered_google...
    method test_async_streaming_with_usage_info (line 266) | async def test_async_streaming_with_usage_info(self, registered_google...
  class TestErrorHandling (line 284) | class TestErrorHandling:
    method test_invalid_api_key_raises_error (line 286) | def test_invalid_api_key_raises_error(self, memori_instance):
    method test_invalid_model_raises_error (line 303) | def test_invalid_model_raises_error(self, registered_google_client):
    method test_async_invalid_api_key_raises_error (line 314) | async def test_async_invalid_api_key_raises_error(self, memori_instance):
  class TestResponseFormatValidation (line 330) | class TestResponseFormatValidation:
    method test_response_contains_usage_metadata (line 333) | def test_response_contains_usage_metadata(self, registered_google_clie...
    method test_response_finish_reason_is_valid (line 343) | def test_response_finish_reason_is_valid(self, registered_google_client):
    method test_response_model_info_is_present (line 355) | def test_response_model_info_is_present(self, registered_google_client):
    method test_async_response_contains_usage_metadata (line 366) | async def test_async_response_contains_usage_metadata(
  class TestMemoriIntegration (line 377) | class TestMemoriIntegration:
    method test_memori_wrapper_does_not_modify_response_type (line 380) | def test_memori_wrapper_does_not_modify_response_type(
    method test_config_captures_provider_info (line 407) | def test_config_captures_provider_info(self, memori_instance, google_a...
    method test_attribution_is_preserved_across_calls (line 419) | def test_attribution_is_preserved_across_calls(
  class TestStorageVerification (line 441) | class TestStorageVerification:
    method test_conversation_stored_after_sync_call (line 444) | def test_conversation_stored_after_sync_call(
    method test_messages_stored_with_content (line 463) | def test_messages_stored_with_content(
    method test_conversation_stored_after_async_call (line 489) | async def test_conversation_stored_after_async_call(
    method test_multiple_calls_accumulate_messages (line 507) | def test_multiple_calls_accumulate_messages(

FILE: tests/integration/providers/test_openai.py
  class TestClientRegistration (line 18) | class TestClientRegistration:
    method test_sync_client_registration_marks_installed (line 21) | def test_sync_client_registration_marks_installed(
    method test_async_client_registration_marks_installed (line 35) | def test_async_client_registration_marks_installed(
    method test_multiple_registrations_are_idempotent (line 49) | def test_multiple_registrations_are_idempotent(
    method test_registration_preserves_original_methods (line 64) | def test_registration_preserves_original_methods(
    method test_sync_client_registration_wraps_responses (line 76) | def test_sync_client_registration_wraps_responses(
    method test_async_client_registration_wraps_responses (line 92) | def test_async_client_registration_wraps_responses(
    method test_multiple_registrations_preserve_responses_wrapper (line 106) | def test_multiple_registrations_preserve_responses_wrapper(
  class TestSyncChatCompletions (line 119) | class TestSyncChatCompletions:
    method test_sync_chat_completion_returns_response (line 122) | def test_sync_chat_completion_returns_response(self, registered_openai...
    method test_sync_chat_completion_response_structure (line 136) | def test_sync_chat_completion_response_structure(self, registered_open...
    method test_sync_chat_completion_with_system_message (line 157) | def test_sync_chat_completion_with_system_message(self, registered_ope...
    method test_sync_chat_completion_multi_turn (line 172) | def test_sync_chat_completion_multi_turn(self, registered_openai_client):
  class TestAsyncChatCompletions (line 188) | class TestAsyncChatCompletions:
    method test_async_chat_completion_returns_response (line 192) | async def test_async_chat_completion_returns_response(
    method test_async_chat_completion_response_structure (line 209) | async def test_async_chat_completion_response_structure(
    method test_async_chat_completion_with_system_message (line 230) | async def test_async_chat_completion_with_system_message(
  class TestSyncStreaming (line 246) | class TestSyncStreaming:
    method test_sync_streaming_returns_chunks (line 249) | def test_sync_streaming_returns_chunks(self, registered_openai_client):
    method test_sync_streaming_assembles_content (line 263) | def test_sync_streaming_assembles_content(self, registered_openai_clie...
    method test_sync_streaming_chunk_structure (line 281) | def test_sync_streaming_chunk_structure(self, registered_openai_client):
  class TestAsyncStreaming (line 295) | class TestAsyncStreaming:
    method test_async_streaming_returns_chunks (line 299) | async def test_async_streaming_returns_chunks(self, registered_async_o...
    method test_async_streaming_assembles_content (line 316) | async def test_async_streaming_assembles_content(
    method test_async_streaming_chunk_structure (line 337) | async def test_async_streaming_chunk_structure(
    method test_async_streaming_with_usage_info (line 355) | async def test_async_streaming_with_usage_info(
  class TestErrorHandling (line 373) | class TestErrorHandling:
    method test_invalid_api_key_raises_authentication_error (line 375) | def test_invalid_api_key_raises_authentication_error(self, memori_inst...
    method test_invalid_model_raises_error (line 388) | def test_invalid_model_raises_error(self, registered_openai_client):
    method test_async_invalid_api_key_raises_error (line 398) | async def test_async_invalid_api_key_raises_error(self, memori_instance):
  class TestResponseFormatValidation (line 410) | class TestResponseFormatValidation:
    method test_response_contains_usage_metadata (line 413) | def test_response_contains_usage_metadata(self, registered_openai_clie...
    method test_response_model_matches_request (line 427) | def test_response_model_matches_request(self, registered_openai_client):
    method test_response_finish_reason_is_valid (line 438) | def test_response_finish_reason_is_valid(self, registered_openai_client):
    method test_async_response_contains_usage_metadata (line 457) | async def test_async_response_contains_usage_metadata(
  class TestMemoriIntegration (line 471) | class TestMemoriIntegration:
    method test_memori_wrapper_does_not_modify_response_type (line 474) | def test_memori_wrapper_does_not_modify_response_type(
    method test_config_captures_provider_info (line 499) | def test_config_captures_provider_info(self, memori_instance, openai_a...
    method test_attribution_is_preserved_across_calls (line 507) | def test_attribution_is_preserved_across_calls(
  class TestBetaApi (line 531) | class TestBetaApi:
    method test_beta_parse_registration (line 534) | def test_beta_parse_registration(self, memori_instance, openai_api_key):
  class TestStorageVerification (line 541) | class TestStorageVerification:
    method test_conversation_stored_after_sync_call (line 544) | def test_conversation_stored_after_sync_call(
    method test_conversation_stored_after_async_call (line 565) | async def test_conversation_stored_after_async_call(
    method test_messages_stored_with_content (line 584) | def test_messages_stored_with_content(
    method test_multiple_calls_accumulate_messages (line 614) | def test_multiple_calls_accumulate_messages(
  class TestSyncResponses (line 650) | class TestSyncResponses:
    method test_sync_responses_returns_response (line 653) | def test_sync_responses_returns_response(self, registered_openai_client):
    method test_sync_responses_response_structure (line 667) | def test_sync_responses_response_structure(self, registered_openai_cli...
    method test_sync_responses_with_instructions (line 682) | def test_sync_responses_with_instructions(self, registered_openai_clie...
    method test_sync_responses_simple_math (line 695) | def test_sync_responses_simple_math(self, registered_openai_client):
  class TestAsyncResponses (line 707) | class TestAsyncResponses:
    method test_async_responses_returns_response (line 711) | async def test_async_responses_returns_response(
    method test_async_responses_response_structure (line 728) | async def test_async_responses_response_structure(
    method test_async_responses_with_instructions (line 745) | async def test_async_responses_with_instructions(
  class TestResponsesConversationStorage (line 759) | class TestResponsesConversationStorage:
    method test_conversation_id_created_after_call (line 762) | def test_conversation_id_created_after_call(self, memori_instance, ope...
    method test_conversation_continuity (line 779) | def test_conversation_continuity(self, memori_instance, openai_api_key):
  class TestResponsesErrorHandling (line 801) | class TestResponsesErrorHandling:
    method test_invalid_api_key_raises_error (line 803) | def test_invalid_api_key_raises_error(self, memori_instance):
    method test_invalid_model_raises_error (line 816) | def test_invalid_model_raises_error(self, registered_openai_client):
    method test_async_invalid_api_key_raises_error (line 826) | async def test_async_invalid_api_key_raises_error(self, memori_instance):
  class TestResponsesWithChatCompletionsCoexistence (line 838) | class TestResponsesWithChatCompletionsCoexistence:
    method test_both_apis_work_with_same_client (line 841) | def test_both_apis_work_with_same_client(self, registered_openai_client):
    method test_async_both_apis_work_with_same_client (line 861) | async def test_async_both_apis_work_with_same_client(
  class TestResponsesStreaming (line 881) | class TestResponsesStreaming:
    method test_sync_streaming_returns_events (line 884) | def test_sync_streaming_returns_events(self, registered_openai_client):
    method test_sync_streaming_final_response_structure (line 900) | def test_sync_streaming_final_response_structure(self, registered_open...
    method test_sync_streaming_yields_text_deltas (line 928) | def test_sync_streaming_yields_text_deltas(self, registered_openai_cli...
    method test_sync_streaming_context_manager (line 945) | def test_sync_streaming_context_manager(self, registered_openai_client):
    method test_async_streaming_returns_events (line 959) | async def test_async_streaming_returns_events(self, registered_async_o...
    method test_async_streaming_final_response_structure (line 978) | async def test_async_streaming_final_response_structure(
    method test_async_streaming_context_manager (line 1012) | async def test_async_streaming_context_manager(
    method test_async_streaming_event_structure (line 1030) | async def test_async_streaming_event_structure(
    method test_async_streaming_yields_text_deltas (line 1046) | async def test_async_streaming_yields_text_deltas(
  class TestResponsesInputFormats (line 1064) | class TestResponsesInputFormats:
    method test_string_input (line 1067) | def test_string_input(self, registered_openai_client):
    method test_list_input_with_messages (line 1079) | def test_list_input_with_messages(self, registered_openai_client):
  class TestResponsesFormatValidation (line 1094) | class TestResponsesFormatValidation:
    method test_responses_contains_usage_metadata (line 1097) | def test_responses_contains_usage_metadata(self, registered_openai_cli...
    method test_responses_model_matches_request (line 1111) | def test_responses_model_matches_request(self, registered_openai_client):
    method test_responses_status_is_valid (line 1122) | def test_responses_status_is_valid(self, registered_openai_client):
    method test_async_responses_contains_usage_metadata (line 1135) | async def test_async_responses_contains_usage_metadata(
  class TestResponsesMemoriIntegration (line 1149) | class TestResponsesMemoriIntegration:
    method test_memori_wrapper_does_not_modify_response_type (line 1152) | def test_memori_wrapper_does_not_modify_response_type(
    method test_config_captures_provider_info (line 1177) | def test_config_captures_provider_info(self, memori_instance, openai_a...
    method test_attribution_is_preserved_across_calls (line 1185) | def test_attribution_is_preserved_across_calls(
  class TestResponsesStorageVerification (line 1209) | class TestResponsesStorageVerification:
    method test_conversation_stored_after_sync_call (line 1212) | def test_conversation_stored_after_sync_call(
    method test_conversation_stored_after_async_call (line 1233) | async def test_conversation_stored_after_async_call(
    method test_messages_stored_with_content (line 1252) | def test_messages_stored_with_content(
    method test_multiple_calls_accumulate_messages (line 1282) | def test_multiple_calls_accumulate_messages(

FILE: tests/integration/providers/test_xai.py
  class TestClientRegistration (line 18) | class TestClientRegistration:
    method test_sync_client_registration_marks_installed (line 21) | def test_sync_client_registration_marks_installed(
    method test_async_client_registration_marks_installed (line 35) | def test_async_client_registration_marks_installed(
    method test_multiple_registrations_are_idempotent (line 49) | def test_multiple_registrations_are_idempotent(self, memori_instance, ...
    method test_registration_preserves_original_methods (line 62) | def test_registration_preserves_original_methods(
  class TestSyncChatCompletions (line 72) | class TestSyncChatCompletions:
    method test_sync_chat_completion_returns_response (line 75) | def test_sync_chat_completion_returns_response(self, registered_xai_cl...
    method test_sync_chat_completion_response_structure (line 89) | def test_sync_chat_completion_response_structure(self, registered_xai_...
    method test_sync_chat_completion_with_system_message (line 110) | def test_sync_chat_completion_with_system_message(self, registered_xai...
    method test_sync_chat_completion_multi_turn (line 125) | def test_sync_chat_completion_multi_turn(self, registered_xai_client):
  class TestAsyncChatCompletions (line 141) | class TestAsyncChatCompletions:
    method test_async_chat_completion_returns_response (line 145) | async def test_async_chat_completion_returns_response(
    method test_async_chat_completion_response_structure (line 162) | async def test_async_chat_completion_response_structure(
    method test_async_chat_completion_with_system_message (line 183) | async def test_async_chat_completion_with_system_message(
  class TestSyncStreaming (line 199) | class TestSyncStreaming:
    method test_sync_streaming_returns_chunks (line 202) | def test_sync_streaming_returns_chunks(self, registered_xai_client):
    method test_sync_streaming_assembles_content (line 216) | def test_sync_streaming_assembles_content(self, registered_xai_client):
    method test_sync_streaming_chunk_structure (line 234) | def test_sync_streaming_chunk_structure(self, registered_xai_client):
  class TestAsyncStreaming (line 248) | class TestAsyncStreaming:
    method test_async_streaming_returns_chunks (line 252) | async def test_async_streaming_returns_chunks(self, registered_async_x...
    method test_async_streaming_assembles_content (line 269) | async def test_async_streaming_assembles_content(self, registered_asyn...
    method test_async_streaming_chunk_structure (line 288) | async def test_async_streaming_chunk_structure(self, registered_async_...
    method test_async_streaming_with_usage_info (line 304) | async def test_async_streaming_with_usage_info(self, registered_async_...
  class TestErrorHandling (line 320) | class TestErrorHandling:
    method test_invalid_api_key_raises_error (line 322) | def test_invalid_api_key_raises_error(self, memori_instance):
    method test_invalid_model_raises_error (line 335) | def test_invalid_model_raises_error(self, registered_xai_client):
    method test_async_invalid_api_key_raises_error (line 345) | async def test_async_invalid_api_key_raises_error(self, memori_instance):
  class TestResponseFormatValidation (line 357) | class TestResponseFormatValidation:
    method test_response_contains_usage_metadata (line 360) | def test_response_contains_usage_metadata(self, registered_xai_client):
    method test_response_model_matches_request (line 374) | def test_response_model_matches_request(self, registered_xai_client):
    method test_response_finish_reason_is_valid (line 385) | def test_response_finish_reason_is_valid(self, registered_xai_client):
    method test_async_response_contains_usage_metadata (line 404) | async def test_async_response_contains_usage_metadata(
  class TestMemoriIntegration (line 418) | class TestMemoriIntegration:
    method test_memori_wrapper_does_not_modify_response_type (line 421) | def test_memori_wrapper_does_not_modify_response_type(
    method test_config_captures_provider_info (line 446) | def test_config_captures_provider_info(self, memori_instance, xai_api_...
    method test_attribution_is_preserved_across_calls (line 454) | def test_attribution_is_preserved_across_calls(
  class TestStorageVerification (line 478) | class TestStorageVerification:
    method test_conversation_stored_after_sync_call (line 481) | def test_conversation_stored_after_sync_call(
    method test_messages_stored_with_content (line 501) | def test_messages_stored_with_content(self, registered_xai_client, mem...
    method test_conversation_stored_after_async_call (line 530) | async def test_conversation_stored_after_async_call(
    method test_multiple_calls_accumulate_messages (line 549) | def test_multiple_calls_accumulate_messages(

FILE: tests/integration/test_aa_payload.py
  class TestSyncAAIntegration (line 17) | class TestSyncAAIntegration:
    method test_sync_call_triggers_aa_pipeline (line 20) | def test_sync_call_triggers_aa_pipeline(self, memori_instance, openai_...
    method test_sync_streaming_triggers_aa_pipeline (line 42) | def test_sync_streaming_triggers_aa_pipeline(self, memori_instance, op...
    method test_multi_turn_conversation_triggers_aa (line 69) | def test_multi_turn_conversation_triggers_aa(self, memori_instance, op...
  class TestAsyncAAIntegration (line 100) | class TestAsyncAAIntegration:
    method test_async_call_triggers_aa_pipeline (line 104) | async def test_async_call_triggers_aa_pipeline(
    method test_async_streaming_triggers_aa_pipeline (line 130) | async def test_async_streaming_triggers_aa_pipeline(
  class TestAAEdgeCases (line 159) | class TestAAEdgeCases:
    method test_no_aa_without_attribution (line 162) | def test_no_aa_without_attribution(self, memori_instance, openai_api_k...
    method test_aa_with_entity_only (line 181) | def test_aa_with_entity_only(self, memori_instance, openai_api_key):
    method test_multiple_calls_same_session (line 201) | def test_multiple_calls_same_session(self, memori_instance, openai_api...
  class TestTestModeConfiguration (line 221) | class TestTestModeConfiguration:
    method test_memori_test_mode_is_enabled (line 222) | def test_memori_test_mode_is_enabled(self):
    method test_memori_instance_in_test_mode (line 227) | def test_memori_instance_in_test_mode(self, memori_instance):

FILE: tests/llm/adapters/anthropic/test_llm_adapters_anthropic_adapter.py
  function test_get_formatted_query (line 4) | def test_get_formatted_query():
  function test_get_formatted_response_unstreamed (line 22) | def test_get_formatted_response_unstreamed():
  function test_get_formatted_query_with_injected_messages (line 44) | def test_get_formatted_query_with_injected_messages():

FILE: tests/llm/adapters/bedrock/test_llm_adapters_bedrock_adapter.py
  function test_get_formatted_query (line 4) | def test_get_formatted_query():
  function test_get_formatted_response_streamed (line 24) | def test_get_formatted_response_streamed():
  function test_get_formatted_query_with_injected_messages (line 41) | def test_get_formatted_query_with_injected_messages():

FILE: tests/llm/adapters/google/test_llm_adapters_google_adapter.py
  function test_get_formatted_query (line 4) | def test_get_formatted_query():
  function test_get_formatted_response_streamed (line 22) | def test_get_formatted_response_streamed():
  function test_get_formatted_response_unstreamed (line 51) | def test_get_formatted_response_unstreamed():
  function test_get_formatted_query_with_injected_messages (line 72) | def test_get_formatted_query_with_injected_messages():

FILE: tests/llm/adapters/openai/test_llm_adapters_openai_adapter.py
  class MockEvent (line 12) | class MockEvent:
    method __init__ (line 13) | def __init__(self, event_type: str, response=None):
  class MockResponse (line 19) | class MockResponse:
    method __init__ (line 20) | def __init__(self, output_text: str):
    method model_dump (line 29) | def model_dump(self):
  class MockResponsesResponse (line 33) | class MockResponsesResponse:
    method __init__ (line 34) | def __init__(self):
    method model_dump (line 38) | def model_dump(self):
  function test_get_formatted_query (line 42) | def test_get_formatted_query():
  function test_get_formatted_response_streamed (line 60) | def test_get_formatted_response_streamed():
  function test_get_formatted_response_unstreamed (line 89) | def test_get_formatted_response_unstreamed():
  function test_get_formatted_query_with_injected_messages (line 111) | def test_get_formatted_query_with_injected_messages():
  function test_responses_get_formatted_query_string_input (line 132) | def test_responses_get_formatted_query_string_input():
  function test_responses_get_formatted_query_list_input (line 147) | def test_responses_get_formatted_query_list_input():
  function test_responses_get_formatted_query_strips_memori_context (line 164) | def test_responses_get_formatted_query_strips_memori_context():
  function test_responses_get_formatted_query_with_injected_messages (line 178) | def test_responses_get_formatted_query_with_injected_messages():
  function test_responses_get_formatted_response_with_output_message (line 196) | def test_responses_get_formatted_response_with_output_message():
  function test_responses_get_formatted_response_fallback_to_output_text (line 215) | def test_responses_get_formatted_response_fallback_to_output_text():
  function test_iterator_iter_returns_self (line 227) | def test_iterator_iter_returns_self():
  function test_iterator_yields_all_events (line 234) | def test_iterator_yields_all_events(mock_memory_manager):
  function test_iterator_captures_response_on_completed_event (line 255) | def test_iterator_captures_response_on_completed_event(mock_memory_manag...
  function test_async_iterator_aiter_returns_self (line 273) | def test_async_iterator_aiter_returns_self():
  function test_async_iterator_yields_all_events (line 283) | async def test_async_iterator_yields_all_events(mock_memory_manager):
  function test_async_iterator_raises_runtime_error_if_not_initialized (line 312) | async def test_async_iterator_raises_runtime_error_if_not_initialized():
  function test_extract_user_query_from_string_input (line 319) | def test_extract_user_query_from_string_input():
  function test_extract_user_query_from_list_input (line 325) | def test_extract_user_query_from_list_input():
  function test_extract_user_query_from_missing_input (line 337) | def test_extract_user_query_from_missing_input():
  function test_inject_recalled_facts_returns_kwargs_when_no_storage (line 343) | def test_inject_recalled_facts_returns_kwargs_when_no_storage():
  function test_inject_recalled_facts_appends_facts_to_instructions (line 351) | def test_inject_recalled_facts_appends_facts_to_instructions():
  function test_inject_conversation_messages_returns_kwargs_when_no_conversation_id (line 373) | def test_inject_conversation_messages_returns_kwargs_when_no_conversatio...
  function test_inject_conversation_messages_converts_string_input_to_list (line 381) | def test_inject_conversation_messages_converts_string_input_to_list():
  function test_invoke_calls_method (line 399) | def test_invoke_calls_method():
  function test_async_invoke_calls_method (line 415) | async def test_async_invoke_calls_method():

FILE: tests/llm/adapters/xai/test_llm_adapters_xai_adapter.py
  function test_get_formatted_query_empty_payload (line 4) | def test_get_formatted_query_empty_payload():
  function test_get_formatted_query_missing_messages (line 8) | def test_get_formatted_query_missing_messages():
  function test_get_formatted_query_with_user_message (line 12) | def test_get_formatted_query_with_user_message():
  function test_get_formatted_query_with_assistant_message (line 29) | def test_get_formatted_query_with_assistant_message():
  function test_get_formatted_query_with_system_message (line 46) | def test_get_formatted_query_with_system_message():
  function test_get_formatted_query_with_multiple_messages (line 63) | def test_get_formatted_query_with_multiple_messages():
  function test_get_formatted_query_with_multiple_content_parts (line 92) | def test_get_formatted_query_with_multiple_content_parts():
  function test_get_formatted_query_with_missing_role (line 113) | def test_get_formatted_query_with_missing_role():
  function test_get_formatted_query_with_unknown_role (line 132) | def test_get_formatted_query_with_unknown_role():
  function test_get_formatted_query_with_empty_content (line 152) | def test_get_formatted_query_with_empty_content():
  function test_get_formatted_query_with_content_without_text (line 172) | def test_get_formatted_query_with_content_without_text():
  function test_get_formatted_query_with_injected_messages (line 192) | def test_get_formatted_query_with_injected_messages():
  function test_get_formatted_response_empty_payload (line 225) | def test_get_formatted_response_empty_payload():
  function test_get_formatted_response_missing_response (line 229) | def test_get_formatted_response_missing_response():
  function test_get_formatted_response_with_string_content (line 233) | def test_get_formatted_response_with_string_content():
  function test_get_formatted_response_with_list_of_dicts (line 246) | def test_get_formatted_response_with_list_of_dicts():
  function test_get_formatted_response_with_list_of_strings (line 265) | def test_get_formatted_response_with_list_of_strings():
  function test_get_formatted_response_with_mixed_list (line 281) | def test_get_formatted_response_with_mixed_list():
  function test_get_formatted_response_with_missing_role (line 302) | def test_get_formatted_response_with_missing_role():
  function test_get_formatted_response_with_missing_content (line 317) | def test_get_formatted_response_with_missing_content():
  function test_get_formatted_response_with_dict_without_text (line 332) | def test_get_formatted_response_with_dict_without_text():

FILE: tests/llm/clients/oss/agno/anthropic_async.py
  function main (line 18) | async def main():

FILE: tests/llm/clients/oss/agno/gemini_async.py
  function main (line 18) | async def main():

FILE: tests/llm/clients/oss/agno/openai_async.py
  function main (line 18) | async def main():

FILE: tests/llm/clients/oss/agno/xai_async.py
  function main (line 18) | async def main():

FILE: tests/llm/clients/oss/anthropic/async.py
  function run (line 17) | async def run():

FILE: tests/llm/clients/oss/gemini/async.py
  function main (line 17) | async def main():

FILE: tests/llm/clients/oss/gemini/async_streaming.py
  function main (line 17) | async def main():

FILE: tests/llm/clients/oss/langchain/chatbedrock/async_runnable.py
  function main (line 19) | async def main():

FILE: tests/llm/clients/oss/langchain/chatgooglegenai/async_runnable.py
  function main (line 19) | async def main():

FILE: tests/llm/clients/oss/langchain/chatgooglegenai/async_streaming.py
  function main (line 18) | async def main():

FILE: tests/llm/clients/oss/langchain/chatgooglegenai/sync_runnable_structured_output.py
  class Color (line 18) | class Color(BaseModel):
  class Order (line 22) | class Order(BaseModel):

FILE: tests/llm/clients/oss/langchain/chatopenai/async_ainvoke.py
  function run (line 18) | async def run():

FILE: tests/llm/clients/oss/langchain/chatopenai/async_runnable.py
  function main (line 19) | async def main():

FILE: tests/llm/clients/oss/langchain/chatopenai/async_streaming.py
  function main (line 18) | async def main():

FILE: tests/llm/clients/oss/langchain/chatopenai/sync_runnable_structured_output.py
  class Color (line 18) | class Color(BaseModel):
  class Order (line 22) | class Order(BaseModel):

FILE: tests/llm/clients/oss/openai/async.py
  function run (line 24) | async def run(db_backend: str = "default"):

FILE: tests/llm/clients/oss/openai/async_streaming.py
  function run (line 17) | async def run():

FILE: tests/llm/clients/oss/xai/async.py
  function run (line 26) | async def run(db_backend: str = "default"):

FILE: tests/llm/clients/oss/xai/async_stream.py
  function run (line 26) | async def run(db_backend: str = "default"):

FILE: tests/llm/providers/azure_openai/test_azure_openai.py
  function config (line 16) | def config():
  function openai_handler (line 21) | def openai_handler(config):
  class TestAzureOpenAIModuleDetection (line 25) | class TestAzureOpenAIModuleDetection:
    method test_openai_module_path (line 28) | def test_openai_module_path(self):
    method test_azure_openai_module_path (line 34) | def test_azure_openai_module_path(self):
    method test_azure_openai_startswith_openai (line 40) | def test_azure_openai_startswith_openai(self):
    method test_openai_startswith_openai (line 46) | def test_openai_startswith_openai(self):
  class TestAzureOpenAIInheritance (line 53) | class TestAzureOpenAIInheritance:
    method test_azure_openai_is_subclass_of_openai (line 56) | def test_azure_openai_is_subclass_of_openai(self):
    method test_azure_openai_has_chat_attribute (line 62) | def test_azure_openai_has_chat_attribute(self):
    method test_azure_openai_has_beta_attribute (line 68) | def test_azure_openai_has_beta_attribute(self):
  class TestAzureOpenAIRegistryDetection (line 75) | class TestAzureOpenAIRegistryDetection:
    method test_registry_detects_openai_client (line 78) | def test_registry_detects_openai_client(self):
    method test_registry_detects_azure_openai_client (line 85) | def test_registry_detects_azure_openai_client(self):
    method test_registry_does_not_detect_anthropic (line 92) | def test_registry_does_not_detect_anthropic(self):
    method test_registry_does_not_detect_langchain_openai (line 98) | def test_registry_does_not_detect_langchain_openai(self):
  class TestAzureOpenAIClientRegistration (line 105) | class TestAzureOpenAIClientRegistration:
    method test_openai_handler_registers_openai_client (line 108) | def test_openai_handler_registers_openai_client(self, openai_handler, ...
    method test_openai_handler_registers_azure_openai_client (line 124) | def test_openai_handler_registers_azure_openai_client(self, openai_han...
    method test_openai_handler_wraps_chat_completions_create (line 145) | def test_openai_handler_wraps_chat_completions_create(self, openai_han...
    method test_openai_handler_wraps_beta_parse (line 159) | def test_openai_handler_wraps_beta_parse(self, openai_handler, mocker):
  class TestAzureOpenAINoFalsePositives (line 174) | class TestAzureOpenAINoFalsePositives:
    method test_anthropic_not_matched (line 177) | def test_anthropic_not_matched(self):
    method test_google_not_matched (line 181) | def test_google_not_matched(self):
    method test_langchain_openai_not_matched (line 185) | def test_langchain_openai_not_matched(self):
    method test_pydantic_ai_not_matched (line 189) | def test_pydantic_ai_not_matched(self):
    method test_xai_not_matched (line 193) | def test_xai_not_matched(self):
    method test_openai_submodules_matched (line 197) | def test_openai_submodules_matched(self):

FILE: tests/llm/providers/google_genai/test_google_genai.py
  function config (line 16) | def config():
  class MockGoogleGenaiPart (line 20) | class MockGoogleGenaiPart:
    method __init__ (line 23) | def __init__(self, text):
  class MockGoogleGenaiContent (line 27) | class MockGoogleGenaiContent:
    method __init__ (line 30) | def __init__(self, parts, role="model"):
  class MockGoogleGenaiCandidate (line 35) | class MockGoogleGenaiCandidate:
    method __init__ (line 38) | def __init__(self, content):
  class MockGoogleGenaiResponse (line 42) | class MockGoogleGenaiResponse:
    method __init__ (line 45) | def __init__(self, text, role="model"):
  class MockGoogleGenaiChunk (line 52) | class MockGoogleGenaiChunk:
    method __init__ (line 55) | def __init__(self, text, role="model"):
  class TestGoogleGenaiFormatDetection (line 62) | class TestGoogleGenaiFormatDetection:
    method test_response_has_no_pb_attribute (line 65) | def test_response_has_no_pb_attribute(self):
    method test_response_has_candidates_attribute (line 71) | def test_response_has_candidates_attribute(self):
    method test_chunk_has_no_pb_attribute (line 77) | def test_chunk_has_no_pb_attribute(self):
    method test_chunk_has_candidates_attribute (line 83) | def test_chunk_has_candidates_attribute(self):
  class TestGoogleGenaiNonStreamingFormat (line 89) | class TestGoogleGenaiNonStreamingFormat:
    method test_format_response_with_google_genai_format (line 92) | def test_format_response_with_google_genai_format(self, config):
    method test_format_response_with_empty_candidates (line 109) | def test_format_response_with_empty_candidates(self, config):
    method test_format_response_preserves_role (line 121) | def test_format_response_preserves_role(self, config):
  class TestGoogleGenaiStreamingFormat (line 132) | class TestGoogleGenaiStreamingFormat:
    method test_process_chunk_with_google_genai_format (line 135) | def test_process_chunk_with_google_genai_format(self, config):
    method test_process_multiple_chunks (line 154) | def test_process_multiple_chunks(self, config):
    method test_process_chunk_preserves_role (line 186) | def test_process_chunk_preserves_role(self, config):
  class TestGoogleGenaiBackwardsCompatibility (line 201) | class TestGoogleGenaiBackwardsCompatibility:
    method test_format_response_with_pb_format (line 204) | def test_format_response_with_pb_format(self, config):
    method test_non_protobuf_response_unchanged (line 219) | def test_non_protobuf_response_unchanged(self, config):

FILE: tests/llm/test_llm_base.py
  function test_dict_to_json_dict (line 13) | def test_dict_to_json_dict():
  function test_dist_to_json_dict_has_dict (line 20) | def test_dist_to_json_dict_has_dict():
  function test_configure_for_streaming_usage_openai (line 26) | def test_configure_for_streaming_usage_openai():
  function test_configure_for_streaming_usage_streaming_options_is_not_dict_openai (line 45) | def test_configure_for_streaming_usage_streaming_options_is_not_dict_ope...
  function test_configure_for_streaming_usage_only_if_stream_is_true_openai (line 58) | def test_configure_for_streaming_usage_only_if_stream_is_true_openai():
  function test_configure_for_streaming_usage_langchain_openai (line 65) | def test_configure_for_streaming_usage_langchain_openai():
  function test_configure_for_streaming_usage_streaming_opts_is_not_dict_langchain_openai (line 85) | def test_configure_for_streaming_usage_streaming_opts_is_not_dict_langch...
  function test_configure_for_streaming_usage_only_if_stream_is_true_langchain_openai (line 99) | def test_configure_for_streaming_usage_only_if_stream_is_true_langchain_...
  function test_get_response_content (line 107) | def test_get_response_content():
  function test_exclude_injected_messages (line 123) | def test_exclude_injected_messages():
  function test_handle_post_response_without_augmentation (line 146) | def test_handle_post_response_without_augmentation():
  function test_handle_post_response_with_augmentation_no_conversation (line 170) | def test_handle_post_response_with_augmentation_no_conversation():
  function test_handle_post_response_with_augmentation_and_conversation (line 202) | def test_handle_post_response_with_augmentation_and_conversation():
  function test_extract_user_query_with_user_message (line 235) | def test_extract_user_query_with_user_message():
  function test_extract_user_query_with_multiple_user_messages (line 246) | def test_extract_user_query_with_multiple_user_messages():
  function test_extract_user_query_no_messages (line 258) | def test_extract_user_query_no_messages():
  function test_extract_user_query_no_user_messages (line 264) | def test_extract_user_query_no_user_messages():
  function test_extract_user_query_google_contents_string (line 275) | def test_extract_user_query_google_contents_string():
  function test_extract_user_query_google_contents_list_of_strings (line 281) | def test_extract_user_query_google_contents_list_of_strings():
  function test_extract_user_query_google_contents_list_of_dicts (line 287) | def test_extract_user_query_google_contents_list_of_dicts():
  function test_extract_user_query_google_contents_with_string_parts (line 299) | def test_extract_user_query_google_contents_with_string_parts():
  function test_extract_user_query_google_contents_empty (line 309) | def test_extract_user_query_google_contents_empty():
  function test_extract_text_from_parts_with_strings (line 315) | def test_extract_text_from_parts_with_strings():
  function test_extract_text_from_parts_with_dicts (line 321) | def test_extract_text_from_parts_with_dicts():
  function test_extract_text_from_parts_mixed (line 327) | def test_extract_text_from_parts_mixed():
  function test_extract_text_from_parts_empty (line 333) | def test_extract_text_from_parts_empty():
  function test_extract_from_contents_string (line 338) | def test_extract_from_contents_string():
  function test_extract_from_contents_list_strings (line 343) | def test_extract_from_contents_list_strings():
  function test_extract_from_contents_list_dicts (line 348) | def test_extract_from_contents_list_dicts():
  function test_inject_recalled_facts_no_storage (line 356) | def test_inject_recalled_facts_no_storage():
  function test_inject_recalled_facts_no_entity_id (line 367) | def test_inject_recalled_facts_no_entity_id():
  function test_inject_recalled_facts_no_user_query (line 379) | def test_inject_recalled_facts_no_user_query():
  function test_inject_recalled_facts_no_facts_found (line 393) | def test_inject_recalled_facts_no_facts_found():
  function test_inject_recalled_facts_no_relevant_facts (line 411) | def test_inject_recalled_facts_no_relevant_facts():
  function test_inject_recalled_facts_success (line 431) | def test_inject_recalled_facts_success():
  function test_inject_recalled_facts_filters_by_relevance (line 467) | def test_inject_recalled_facts_filters_by_relevance():
  function test_inject_recalled_facts_extends_existing_system_message (line 489) | def test_inject_recalled_facts_extends_existing_system_message():
  function test_inject_recalled_facts_creates_system_message_when_none_exists (line 520) | def test_inject_recalled_facts_creates_system_message_when_none_exists():
  function test_inject_recalled_facts_google_creates_config (line 545) | def test_inject_recalled_facts_google_creates_config():
  function test_inject_recalled_facts_google_extends_existing_config (line 568) | def test_inject_recalled_facts_google_extends_existing_config():
  function test_inject_recalled_facts_google_with_contents_list (line 593) | def test_inject_recalled_facts_google_with_contents_list():
  function test_append_to_google_system_instruction_dict_empty (line 620) | def test_append_to_google_system_instruction_dict_empty():
  function test_append_to_google_system_instruction_dict_string (line 627) | def test_append_to_google_system_instruction_dict_string():
  function test_append_to_google_system_instruction_dict_list_of_dicts (line 634) | def test_append_to_google_system_instruction_dict_list_of_dicts():
  function test_append_to_google_system_instruction_dict_list_of_strings (line 641) | def test_append_to_google_system_instruction_dict_list_of_strings():
  function test_append_to_list_empty (line 648) | def test_append_to_list_empty():
  function test_append_to_list_dict_with_text (line 655) | def test_append_to_list_dict_with_text():
  function test_append_to_list_strings (line 663) | def test_append_to_list_strings():
  function test_append_to_content_dict_with_parts (line 671) | def test_append_to_content_dict_with_parts():
  function test_append_to_content_dict_with_text (line 679) | def test_append_to_content_dict_with_text():
  function test_inject_conversation_messages_no_conversation_id (line 687) | def test_inject_conversation_messages_no_conversation_id():
  function test_inject_conversation_messages_no_storage (line 698) | def test_inject_conversation_messages_no_storage():
  function test_inject_conversation_messages_no_messages (line 710) | def test_inject_conversation_messages_no_messages():
  function test_inject_conversation_messages_openai_success (line 725) | def test_inject_conversation_messages_openai_success():
  function test_inject_conversation_messages_cache_miss_loads_from_session (line 747) | def test_inject_conversation_messages_cache_miss_loads_from_session(mock...
  function test_inject_conversation_messages_cloud_fetches_from_cloud (line 781) | def test_inject_conversation_messages_cloud_fetches_from_cloud(mocker):

FILE: tests/llm/test_llm_clients.py
  function config (line 16) | def config():
  function anthropic_client (line 21) | def anthropic_client(config):
  function google_client (line 26) | def google_client(config):
  function openai_client (line 31) | def openai_client(config):
  function pydantic_client (line 36) | def pydantic_client(config):
  function langchain_client (line 41) | def langchain_client(config):
  function xai_client (line 46) | def xai_client(config):
  function agno_client (line 51) | def agno_client(config):
  function test_anthropic_register_adds_memori_wrappers_sync (line 55) | def test_anthropic_register_adds_memori_wrappers_sync(anthropic_client, ...
  function test_anthropic_register_wraps_real_client_and_injects_recall (line 73) | def test_anthropic_register_wraps_real_client_and_injects_recall(config,...
  function test_anthropic_register_adds_memori_wrappers_async (line 122) | async def test_anthropic_register_adds_memori_wrappers_async(anthropic_c...
  function test_anthropic_register_skips_if_already_installed (line 136) | def test_anthropic_register_skips_if_already_installed(anthropic_client,...
  function test_anthropic_register_raises_without_messages_attr (line 148) | def test_anthropic_register_raises_without_messages_attr(anthropic_clien...
  function test_google_register_adds_memori_wrappers (line 155) | def test_google_register_adds_memori_wrappers(google_client, mocker):
  function test_google_register_wraps_real_google_genai_client_and_injects_recall (line 169) | def test_google_register_wraps_real_google_genai_client_and_injects_recall(
  function test_google_register_skips_if_already_installed (line 219) | def test_google_register_skips_if_already_installed(google_client, mocker):
  function test_google_register_raises_without_models_attr (line 231) | def test_google_register_raises_without_models_attr(google_client, mocker):
  function test_openai_register_adds_memori_wrappers_sync (line 238) | def test_openai_register_adds_memori_wrappers_sync(openai_client, mocker):
  function test_openai_register_wraps_real_client_and_injects_recall (line 256) | def test_openai_register_wraps_real_client_and_injects_recall(config, mo...
  function test_openai_register_with_streaming_sync (line 307) | def test_openai_register_with_streaming_sync(openai_client, mocker):
  function test_openai_register_adds_memori_wrappers_async (line 323) | async def test_openai_register_adds_memori_wrappers_async(openai_client,...
  function test_openai_register_with_streaming_async (line 337) | async def test_openai_register_with_streaming_async(openai_client, mocker):
  function test_openai_register_skips_if_already_installed (line 350) | def test_openai_register_skips_if_already_installed(openai_client, mocker):
  function test_openai_register_raises_without_chat_attr (line 362) | def test_openai_register_raises_without_chat_attr(openai_client, mocker):
  function test_pydantic_ai_register_adds_memori_wrappers (line 369) | def test_pydantic_ai_register_adds_memori_wrappers(pydantic_client, mock...
  function test_pydantic_ai_register_skips_if_already_installed (line 383) | def test_pydantic_ai_register_skips_if_already_installed(pydantic_client...
  function test_pydantic_ai_register_raises_without_chat_attr (line 395) | def test_pydantic_ai_register_raises_without_chat_attr(pydantic_client, ...
  function test_langchain_register_without_any_client_raises (line 402) | def test_langchain_register_without_any_client_raises(langchain_client):
  function test_langchain_register_chatbedrock (line 407) | def test_langchain_register_chatbedrock(langchain_client, mocker):
  function test_langchain_register_chatgooglegenai (line 421) | def test_langchain_register_chatgooglegenai(langchain_client, mocker):
  function test_langchain_register_chatgooglegenai_with_async_client (line 434) | def test_langchain_register_chatgooglegenai_with_async_client(langchain_...
  function test_langchain_register_chatgooglegenai_new_sdk (line 446) | def test_langchain_register_chatgooglegenai_new_sdk(langchain_client, mo...
  function test_langchain_register_chatgooglegenai_new_sdk_with_async (line 465) | def test_langchain_register_chatgooglegenai_new_sdk_with_async(
  function test_langchain_register_chatopenai (line 490) | def test_langchain_register_chatopenai(langchain_client, mocker):
  function test_langchain_register_chatvertexai (line 517) | def test_langchain_register_chatvertexai(langchain_client, mocker):
  function test_langchain_register_chatbedrock_raises_without_client_attr (line 529) | def test_langchain_register_chatbedrock_raises_without_client_attr(
  function test_langchain_register_chatgooglegenai_raises_without_client_attr (line 538) | def test_langchain_register_chatgooglegenai_raises_without_client_attr(
  function test_langchain_register_chatopenai_raises_without_client_attrs (line 547) | def test_langchain_register_chatopenai_raises_without_client_attrs(
  function test_langchain_register_chatvertexai_raises_without_prediction_client (line 556) | def test_langchain_register_chatvertexai_raises_without_prediction_client(
  function test_xai_register_adds_memori_wrappers (line 565) | def test_xai_register_adds_memori_wrappers(xai_client, mocker):
  function test_xai_register_skips_if_already_installed (line 579) | def test_xai_register_skips_if_already_installed(xai_client, mocker):
  function test_xai_register_raises_without_chat_attr (line 591) | def test_xai_register_raises_without_chat_attr(xai_client, mocker):
  function test_agno_register_openai_chat_sync (line 598) | def test_agno_register_openai_chat_sync(agno_client, mocker):
  function test_agno_register_openai_chat_async (line 621) | async def test_agno_register_openai_chat_async(agno_client, mocker):
  function test_agno_register_claude_sync (line 639) | def test_agno_register_claude_sync(agno_client, mocker):
  function test_agno_register_gemini_sync (line 661) | def test_agno_register_gemini_sync(agno_client, mocker):
  function test_agno_register_gemini_async (line 683) | async def test_agno_register_gemini_async(agno_client, mocker):
  function test_agno_register_skips_if_already_installed (line 701) | def test_agno_register_skips_if_already_installed(agno_client, mocker):
  function test_agno_register_raises_without_models (line 718) | def test_agno_register_raises_without_models(agno_client):
  function test_agno_register_raises_with_invalid_openai_model (line 723) | def test_agno_register_raises_with_invalid_openai_model(agno_client, moc...
  function test_agno_register_raises_with_invalid_gemini_model (line 733) | def test_agno_register_raises_with_invalid_gemini_model(agno_client, moc...
  function test_agno_register_xai_sync (line 741) | def test_agno_register_xai_sync(agno_client, mocker):
  function test_agno_register_xai_async (line 764) | async def test_agno_register_xai_async(agno_client, mocker):
  function test_agno_register_raises_with_invalid_xai_model (line 782) | def test_agno_register_raises_with_invalid_xai_model(agno_client, mocker):

FILE: tests/llm/test_llm_deprecation_warnings.py
  function memori_instance (line 7) | def memori_instance(mocker):
  function test_openai_register_shows_deprecation_warning (line 17) | def test_openai_register_shows_deprecation_warning(memori_instance, mock...
  function test_anthropic_register_shows_deprecation_warning (line 34) | def test_anthropic_register_shows_deprecation_warning(memori_instance, m...
  function test_google_register_shows_deprecation_warning (line 52) | def test_google_register_shows_deprecation_warning(memori_instance, mock...
  function test_xai_register_shows_deprecation_warning (line 75) | def test_xai_register_shows_deprecation_warning(memori_instance, mocker):
  function test_pydantic_ai_register_shows_deprecation_warning (line 92) | def test_pydantic_ai_register_shows_deprecation_warning(memori_instance,...
  function test_langchain_register_shows_deprecation_warning (line 105) | def test_langchain_register_shows_deprecation_warning(memori_instance, m...
  function test_agno_register_shows_deprecation_warning (line 118) | def test_agno_register_shows_deprecation_warning(memori_instance, mocker):
  function test_llm_register_no_deprecation_warning (line 138) | def test_llm_register_no_deprecation_warning(memori_instance, mocker):

FILE: tests/llm/test_llm_embeddings.py
  function test_format_embedding_for_db_mysql (line 22) | def test_format_embedding_for_db_mysql():
  function test_format_embedding_for_db_postgresql (line 30) | def test_format_embedding_for_db_postgresql():
  function test_format_embedding_for_db_cockroachdb (line 38) | def test_format_embedding_for_db_cockroachdb():
  function test_format_embedding_for_db_sqlite (line 46) | def test_format_embedding_for_db_sqlite():
  function test_format_embedding_for_db_mongodb (line 54) | def test_format_embedding_for_db_mongodb(mocker):
  function test_format_embedding_for_db_mongodb_no_bson (line 73) | def test_format_embedding_for_db_mongodb_no_bson():
  function test_format_embedding_for_db_oceanbase_uses_pyobvector (line 84) | def test_format_embedding_for_db_oceanbase_uses_pyobvector(mocker):
  function test_format_embedding_for_db_unknown_dialect (line 100) | def test_format_embedding_for_db_unknown_dialect():
  function test_format_embedding_for_db_high_dimensional (line 108) | def test_format_embedding_for_db_high_dimensional():
  function test_get_model_caches_model (line 121) | def test_get_model_caches_model():
  function test_get_model_different_models (line 137) | def test_get_model_different_models():
  function test_embed_texts_single_string (line 153) | def test_embed_texts_single_string():
  function test_embed_texts_list_of_strings (line 174) | def test_embed_texts_list_of_strings():
  function test_embed_texts_empty_list (line 195) | def test_embed_texts_empty_list():
  function test_embed_texts_empty_string (line 205) | def test_embed_texts_empty_string():
  function test_embed_texts_filters_empty_strings (line 227) | def test_embed_texts_filters_empty_strings():
  function test_embed_texts_chunks_long_text_and_pools (line 249) | def test_embed_texts_chunks_long_text_and_pools(mocker):
  function test_embed_texts_custom_model (line 280) | def test_embed_texts_custom_model():
  function test_embed_texts_model_load_failure (line 294) | def test_embed_texts_model_load_failure():
  function test_embed_texts_encode_failure (line 310) | def test_embed_texts_encode_failure():
  function test_embed_texts_shape_error_retries_and_pools (line 326) | def test_embed_texts_shape_error_retries_and_pools(mocker):
  function test_embed_texts_encode_failure_with_dimension_error (line 348) | def test_embed_texts_encode_failure_with_dimension_error():
  function test_embed_texts_model_load_runtime_error (line 367) | def test_embed_texts_model_load_runtime_error():
  function test_embed_texts_model_load_value_error (line 381) | def test_embed_texts_model_load_value_error():
  function test_embed_texts_async_single_string (line 396) | async def test_embed_texts_async_single_string():
  function test_embed_texts_async_list (line 417) | async def test_embed_texts_async_list():
  function test_embed_texts_async_custom_model (line 439) | async def test_embed_texts_async_custom_model():
  function test_embed_texts_uses_tei_remote (line 454) | def test_embed_texts_uses_tei_remote(mocker):
  function test_embed_texts_tei_token_chunks_and_pools (line 477) | def test_embed_texts_tei_token_chunks_and_pools(mocker):

FILE: tests/llm/test_llm_embeddings_bundled.py
  function test_get_model_downloads_from_huggingface (line 6) | def test_get_model_downloads_from_huggingface():
  function test_get_model_caching (line 22) | def test_get_model_caching():
  function test_get_model_different_models (line 38) | def test_get_model_different_models():

FILE: tests/llm/test_llm_provider_sdk_version.py
  function config (line 8) | def config():
  function anthropic_client (line 13) | def anthropic_client(config):
  function google_client (line 18) | def google_client(config):
  function openai_client (line 23) | def openai_client(config):
  function xai_client (line 28) | def xai_client(config):
  function test_anthropic_captures_provider_sdk_version (line 32) | def test_anthropic_captures_provider_sdk_version(anthropic_client, mocker):
  function test_anthropic_handles_missing_version_gracefully (line 49) | def test_anthropic_handles_missing_version_gracefully(anthropic_client, ...
  function test_google_captures_provider_sdk_version (line 66) | def test_google_captures_provider_sdk_version(google_client, mocker):
  function test_google_falls_back_to_importlib_metadata (line 88) | def test_google_falls_back_to_importlib_metadata(google_client, mocker):
  function test_google_handles_missing_version_gracefully (line 113) | def test_google_handles_missing_version_gracefully(google_client, mocker):
  function test_openai_captures_provider_sdk_version_from_client (line 136) | def test_openai_captures_provider_sdk_version_from_client(openai_client,...
  function test_xai_captures_provider_sdk_version (line 152) | def test_xai_captures_provider_sdk_version(xai_client, mocker):
  function test_xai_handles_missing_version_gracefully (line 168) | def test_xai_handles_missing_version_gracefully(xai_client, mocker):
  function test_xai_with_completions_captures_provider_sdk_version (line 184) | def test_xai_with_completions_captures_provider_sdk_version(xai_client, ...
  function test_openai_with_nebius_platform (line 202) | def test_openai_with_nebius_platform(openai_client, mocker):
  function test_nvidia_with_nim_platform (line 219) | def test_nvidia_with_nim_platform(openai_client, mocker):
  function test_deepseek_platform (line 236) | def test_deepseek_platform(openai_client, mocker):
  function test_provider_sdk_version_separate_from_model_version (line 253) | def test_provider_sdk_version_separate_from_model_version(openai_client,...

FILE: tests/llm/test_llm_registry.py
  function test_llm_anthropic (line 18) | def test_llm_anthropic():
  function test_llm_bedrock (line 24) | def test_llm_bedrock():
  function test_llm_google (line 33) | def test_llm_google():
  function test_llm_openai (line 37) | def test_llm_openai():
  function test_llm_adapter_raises_for_none_provider (line 41) | def test_llm_adapter_raises_for_none_provider():
  function test_llm_adapter_raises_for_unsupported_provider (line 48) | def test_llm_adapter_raises_for_unsupported_provider():
  function test_llm_client_raises_for_unsupported_client_type (line 55) | def test_llm_client_raises_for_unsupported_client_type():
  function test_llm_client_raises_helpful_error_for_langchain (line 68) | def test_llm_client_raises_helpful_error_for_langchain():

FILE: tests/llm/test_llm_utils.py
  function test_client_is_bedrock (line 31) | def test_client_is_bedrock():
  function test_llm_is_anthropic (line 43) | def test_llm_is_anthropic():
  function test_llm_is_bedrock (line 49) | def test_llm_is_bedrock():
  function test_llm_is_google (line 59) | def test_llm_is_google():
  function test_llm_is_openai (line 75) | def test_llm_is_openai():
  function test_provider_is_langchain (line 85) | def test_provider_is_langchain():
  function test_provider_is_agno (line 91) | def test_provider_is_agno():
  function test_agno_is_openai (line 97) | def test_agno_is_openai():
  function test_agno_is_anthropic (line 104) | def test_agno_is_anthropic():
  function test_agno_is_google (line 113) | def test_agno_is_google():
  function test_agno_is_xai (line 120) | def test_agno_is_xai():

FILE: tests/llm/test_llm_xai_wrappers.py
  function config (line 10) | def config():
  function xai_wrappers (line 15) | def xai_wrappers(config):
  function test_inject_conversation_history_no_conversation_id (line 19) | def test_inject_conversation_history_no_conversation_id(xai_wrappers):
  function test_inject_conversation_history_cache_miss_loads_from_session (line 25) | def test_inject_conversation_history_cache_miss_loads_from_session(
  function test_inject_conversation_history_empty_messages (line 58) | def test_inject_conversation_history_empty_messages(xai_wrappers, config...
  function test_inject_conversation_history_with_user_messages (line 73) | def test_inject_conversation_history_with_user_messages(xai_wrappers, co...
  function test_inject_conversation_history_with_assistant_messages (line 96) | def test_inject_conversation_history_with_assistant_messages(
  function test_inject_conversation_history_with_multiple_messages (line 121) | def test_inject_conversation_history_with_multiple_messages(
  function test_inject_conversation_history_ignores_unknown_roles (line 149) | def test_inject_conversation_history_ignores_unknown_roles(
  function test_wrap_chat_methods_already_installed (line 173) | def test_wrap_chat_methods_already_installed(xai_wrappers):
  function test_wrap_chat_methods_sync (line 183) | def test_wrap_chat_methods_sync(xai_wrappers):
  function test_wrap_chat_methods_async (line 195) | def test_wrap_chat_methods_async(xai_wrappers):
  function test_wrap_chat_methods_with_stream (line 207) | def test_wrap_chat_methods_with_stream(xai_wrappers):
  function test_normalize_role_assistant (line 219) | def test_normalize_role_assistant(xai_wrappers):
  function test_normalize_role_user (line 226) | def test_normalize_role_user(xai_wrappers):
  function test_normalize_role_system (line 233) | def test_normalize_role_system(xai_wrappers):
  function test_normalize_role_unknown (line 240) | def test_normalize_role_unknown(xai_wrappers):
  function test_normalize_role_without_name_attr (line 247) | def test_normalize_role_without_name_attr(xai_wrappers):
  function test_build_payload (line 257) | def test_build_payload(xai_wrappers, config):
  function test_create_sync_sample_wrapper (line 280) | def test_create_sync_sample_wrapper(xai_wrappers, mocker):
  function test_create_async_sample_wrapper (line 299) | async def test_create_async_sample_wrapper(xai_wrappers, mocker):
  function test_create_stream_wrapper_with_tuple_items (line 318) | async def test_create_stream_wrapper_with_tuple_items(xai_wrappers, mock...
  function test_create_stream_wrapper_with_content_items (line 347) | async def test_create_stream_wrapper_with_content_items(xai_wrappers, mo...
  function test_create_stream_wrapper_without_content (line 376) | async def test_create_stream_wrapper_without_content(xai_wrappers, mocker):

FILE: tests/llm/unit_test_objects.py
  class UnitTestX (line 1) | class UnitTestX:
    method __init__ (line 2) | def __init__(self):
  class UnitTestY (line 7) | class UnitTestY:
    method __init__ (line 8) | def __init__(self):

FILE: tests/memory/augmentation/test_aa_payload_unit.py
  class TestHashId (line 23) | class TestHashId:
    method test_hash_id_returns_64_chars (line 24) | def test_hash_id_returns_64_chars(self):
    method test_hash_id_returns_none_for_none (line 30) | def test_hash_id_returns_none_for_none(self):
    method test_hash_id_returns_none_for_empty_string (line 33) | def test_hash_id_returns_none_for_empty_string(self):
    method test_hash_id_is_deterministic (line 36) | def test_hash_id_is_deterministic(self):
    method test_hash_id_different_inputs_different_hashes (line 41) | def test_hash_id_different_inputs_different_hashes(self):
  class TestDataclassModels (line 47) | class TestDataclassModels:
    method test_conversation_data_structure (line 48) | def test_conversation_data_structure(self):
    method test_conversation_data_summary_optional (line 55) | def test_conversation_data_summary_optional(self):
    method test_entity_data_structure (line 59) | def test_entity_data_structure(self):
    method test_attribution_data_structure (line 64) | def test_attribution_data_structure(self):
    method test_meta_data_has_all_required_fields (line 72) | def test_meta_data_has_all_required_fields(self):
    method test_sdk_data_defaults_to_python (line 82) | def test_sdk_data_defaults_to_python(self):
    method test_storage_data_defaults (line 86) | def test_storage_data_defaults(self):
  class TestAugmentationPayloadToDict (line 92) | class TestAugmentationPayloadToDict:
    method test_payload_has_required_top_level_keys (line 93) | def test_payload_has_required_top_level_keys(self):
    method test_payload_conversation_structure (line 103) | def test_payload_conversation_structure(self):
    method test_payload_meta_has_all_required_keys (line 120) | def test_payload_meta_has_all_required_keys(self):
    method test_payload_attribution_structure (line 151) | def test_payload_attribution_structure(self):
    method test_payload_llm_structure (line 172) | def test_payload_llm_structure(self):
    method test_payload_sdk_structure (line 193) | def test_payload_sdk_structure(self):
    method test_payload_storage_structure (line 204) | def test_payload_storage_structure(self):
  class TestBuildApiPayload (line 216) | class TestBuildApiPayload:
    method mock_config (line 218) | def mock_config(self):
    method augmentation (line 230) | def augmentation(self, mock_config):
    method test_build_payload_returns_dict (line 238) | def test_build_payload_returns_dict(self, augmentation):
    method test_build_payload_has_required_keys (line 250) | def test_build_payload_has_required_keys(self, augmentation):
    method test_build_payload_hashes_entity_id (line 263) | def test_build_payload_hashes_entity_id(self, augmentation):
    method test_build_payload_hashes_process_id (line 278) | def test_build_payload_hashes_process_id(self, augmentation):
    method test_build_payload_includes_messages (line 293) | def test_build_payload_includes_messages(self, augmentation):
    method test_build_payload_includes_summary (line 311) | def test_build_payload_includes_summary(self, augmentation):
    method test_build_payload_includes_dialect (line 323) | def test_build_payload_includes_dialect(self, augmentation):
    method test_build_payload_includes_llm_provider (line 335) | def test_build_payload_includes_llm_provider(self, augmentation):
    method test_build_payload_includes_sdk_info (line 348) | def test_build_payload_includes_sdk_info(self, augmentation):
    method test_build_payload_includes_framework_provider (line 361) | def test_build_payload_includes_framework_provider(self, augmentation):
    method test_build_payload_none_entity_id (line 373) | def test_build_payload_none_entity_id(self, augmentation):
    method test_build_payload_none_process_id (line 385) | def test_build_payload_none_process_id(self, augmentation):
  class TestPayloadValidator (line 398) | class TestPayloadValidator:
    method validate_payload_structure (line 399) | def validate_payload_structure(self, payload: dict) -> list[str]:
    method test_valid_payload_passes_validation (line 473) | def test_valid_payload_passes_validation(self):
    method test_missing_conversation_fails_validation (line 501) | def test_missing_conversation_fails_validation(self):
    method test_missing_meta_fails_validation (line 506) | def test_missing_meta_fails_validation(self):
    method test_unhashed_entity_id_fails_validation (line 511) | def test_unhashed_entity_id_fails_validation(self):
  class TestProviderSpecificPayloads (line 531) | class TestProviderSpecificPayloads:
    method make_augmentation (line 533) | def make_augmentation(self):
    method test_openai_payload (line 552) | def test_openai_payload(self, make_augmentation):
    method test_anthropic_payload (line 567) | def test_anthropic_payload(self, make_augmentation):
    method test_google_payload (line 582) | def test_google_payload(self, make_augmentation):
    method test_bedrock_payload (line 596) | def test_bedrock_payload(self, make_augmentation):
    method test_xai_payload (line 612) | def test_xai_payload(self, make_augmentation):

FILE: tests/memory/augmentation/test_advanced_augmentation.py
  function config (line 16) | def config():
  function augmentation (line 26) | def augmentation(config):
  function driver (line 31) | def driver():
  function augmentation_input (line 41) | def augmentation_input():
  function test_process_with_summary_sends_only_last_user_assistant_pair (line 54) | async def test_process_with_summary_sends_only_last_user_assistant_pair(
  function test_process_without_summary_sends_full_message_history (line 90) | async def test_process_without_summary_sends_full_message_history(
  function test_process_no_entity_id (line 124) | async def test_process_no_entity_id(augmentation, driver):
  function test_process_no_conversation_id (line 140) | async def test_process_no_conversation_id(augmentation, driver):
  function test_build_api_payload_with_system_prompt (line 156) | async def test_build_api_payload_with_system_prompt(augmentation):
  function test_build_api_payload_without_system_prompt (line 177) | async def test_build_api_payload_without_system_prompt(augmentation):
  function test_build_api_payload_hashes_ids_consistently (line 198) | async def test_build_api_payload_hashes_ids_consistently(augmentation):
  function test_get_conversation_summary_success (line 228) | async def test_get_conversation_summary_success(augmentation, driver):
  function test_get_conversation_summary_no_summary (line 236) | async def test_get_conversation_summary_no_summary(augmentation, driver):
  function test_get_conversation_summary_exception (line 245) | async def test_get_conversation_summary_exception(augmentation, driver):
  function test_process_api_response_dict_to_memories (line 254) | async def test_process_api_response_dict_to_memories(augmentation):
  function test_process_api_response_triples_to_facts (line 275) | async def test_process_api_response_triples_to_facts(augmentation):
  function test_process_api_response_triples_prefers_content_field (line 309) | async def test_process_api_response_triples_prefers_content_field(augmen...
  function test_schedule_entity_writes (line 341) | async def test_schedule_entity_writes(augmentation, driver, augmentation...
  function test_schedule_entity_writes_with_semantic_triples (line 354) | async def test_schedule_entity_writes_with_semantic_triples(
  function test_schedule_process_writes (line 378) | async def test_schedule_process_writes(augmentation, driver, augmentatio...
  function test_schedule_conversation_writes (line 390) | async def test_schedule_conversation_writes(augmentation, augmentation_i...
  function test_schedule_writes_skips_if_no_data (line 403) | async def test_schedule_writes_skips_if_no_data(

FILE: tests/memory/augmentation/test_base.py
  function test_base_augmentation_init_default (line 6) | def test_base_augmentation_init_default():
  function test_base_augmentation_init_disabled (line 11) | def test_base_augmentation_init_disabled():
  function test_base_augmentation_process_not_implemented (line 17) | async def test_base_augmentation_process_not_implemented():

FILE: tests/memory/augmentation/test_handler.py
  function test_handle_augmentation_cloud_posts_cloud_payload (line 13) | def test_handle_augmentation_cloud_posts_cloud_payload(mocker):
  function test_handle_augmentation_non_cloud_enqueues (line 72) | def test_handle_augmentation_non_cloud_enqueues(mocker):
  function test_handle_augmentation_cloud_logs_error_on_failed_post (line 105) | def test_handle_augmentation_cloud_logs_error_on_failed_post(mocker):
  function test_handle_augmentation_no_attribution_noops (line 140) | def test_handle_augmentation_no_attribution_noops(mocker):
  function test_handle_augmentation_cloud_without_executor_posts_inline (line 169) | def test_handle_augmentation_cloud_without_executor_posts_inline(mocker):

FILE: tests/memory/augmentation/test_manager.py
  function test_augmentation_runtime_init (line 13) | def test_augmentation_runtime_init():
  function test_manager_init (line 21) | def test_manager_init():
  function test_manager_start_sets_max_workers (line 33) | def test_manager_start_sets_max_workers():
  function test_manager_start_with_none_conn (line 45) | def test_manager_start_with_none_conn():
  function test_manager_start_with_conn (line 56) | def test_manager_start_with_conn():
  function test_manager_enqueue_inactive (line 68) | def test_manager_enqueue_inactive():
  function test_manager_enqueue_no_conn_factory (line 82) | def test_manager_enqueue_no_conn_factory():
  function test_runtime_ensure_started (line 97) | def test_runtime_ensure_started():
  function test_manager_process_augmentations_no_augmentations (line 111) | async def test_manager_process_augmentations_no_augmentations():
  function test_manager_wait_no_pending_futures (line 132) | def test_manager_wait_no_pending_futures():
  function test_manager_wait_with_completed_futures (line 141) | def test_manager_wait_with_completed_futures():
  function test_manager_wait_with_timeout (line 158) | def test_manager_wait_with_timeout():
  function test_manager_wait_for_db_writer_queue (line 171) | def test_manager_wait_for_db_writer_queue():

FILE: tests/memory/augmentation/test_manager_quota.py
  function mock_conn_factory (line 15) | def mock_conn_factory():
  function augmentation_input (line 20) | def augmentation_input():
  function test_quota_error_prevents_subsequent_augmentations (line 30) | def test_quota_error_prevents_subsequent_augmentations(
  function test_quota_error_does_not_prevent_when_authenticated (line 70) | def test_quota_error_does_not_prevent_when_authenticated():

FILE: tests/memory/augmentation/test_models.py
  function test_conversation_data_with_summary (line 16) | def test_conversation_data_with_summary():
  function test_conversation_data_without_summary (line 27) | def test_conversation_data_without_summary():
  function test_model_data_structure (line 37) | def test_model_data_structure():
  function test_meta_data_defaults (line 50) | def test_meta_data_defaults():
  function test_augmentation_payload_to_dict (line 61) | def test_augmentation_payload_to_dict():
  function test_augmentation_payload_with_none_values (line 101) | def test_augmentation_payload_with_none_values():
  function test_sdk_data_default_lang (line 135) | def test_sdk_data_default_lang():
  function test_storage_data_defaults (line 143) | def test_storage_data_defaults():
  function test_hash_id_returns_sha256 (line 151) | def test_hash_id_returns_sha256():
  function test_hash_id_is_consistent (line 160) | def test_hash_id_is_consistent():
  function test_hash_id_different_inputs (line 170) | def test_hash_id_different_inputs():
  function test_hash_id_none_input (line 178) | def test_hash_id_none_input():
  function test_hash_id_empty_string (line 185) | def test_hash_id_empty_string():
  function test_meta_data_with_hashed_ids (line 192) | def test_meta_data_with_hashed_ids():
  function test_augmentation_payload_includes_hashed_ids (line 211) | def test_augmentation_payload_includes_hashed_ids():

FILE: tests/memory/augmentation/test_quota_propagation.py
  function test_quota_exceeded_error_propagates_for_anonymous_users (line 17) | async def test_quota_exceeded_error_propagates_for_anonymous_users():
  function test_other_exceptions_caught_gracefully (line 51) | async def test_other_exceptions_caught_gracefully():

FILE: tests/memory/augmentation/test_registry.py
  function test_registry_register (line 5) | def test_registry_register():
  function test_registry_augmentations (line 20) | def test_registry_augmentations():

FILE: tests/memory/test_conversation_messages.py
  function test_parse_payload_conversation_messages_stringifies (line 6) | def test_parse_payload_conversation_messages_stringifies(mocker):
  function test_parse_payload_conversation_messages_uses_registry_when_no_adapter (line 34) | def test_parse_payload_conversation_messages_uses_registry_when_no_adapt...
  function test_parse_payload_conversation_messages_passthrough_existing_messages (line 51) | def test_parse_payload_conversation_messages_passthrough_existing_messag...
  function test_parse_payload_conversation_messages_preserves_response_type (line 68) | def test_parse_payload_conversation_messages_preserves_response_type(moc...

FILE: tests/memory/test_manager_enterprise_retry.py
  function test_manager_cloud_retries_until_201 (line 8) | def test_manager_cloud_retries_until_201(mocker):
  function test_manager_cloud_raises_after_exhausting_attempts (line 26) | def test_manager_cloud_raises_after_exhausting_attempts(mocker):

FILE: tests/memory/test_memory_augmentation_db_writer.py
  class TestWriteTask (line 8) | class TestWriteTask:
    method test_write_task_execution (line 9) | def test_write_task_execution(self):
  class TestDbWriterRuntime (line 27) | class TestDbWriterRuntime:
    method test_enqueue_write_success (line 28) | def test_enqueue_write_success(self):
    method test_enqueue_write_full_queue (line 43) | def test_enqueue_write_full_queue(self):
    method test_drain_batches_opens_connection_only_when_work (line 59) | def test_drain_batches_opens_connection_only_when_work(self, mocker):

FILE: tests/memory/test_memory_struct.py
  function test_conversation_configure_from_advanced_augmentation (line 4) | def test_conversation_configure_from_advanced_augmentation():
  function test_entity_configure_from_advanced_augmentation (line 19) | def test_entity_configure_from_advanced_augmentation():
  function test_process_configure_from_advanced_augmentation (line 51) | def test_process_configure_from_advanced_augmentation():
  function test_memories_configure_from_advanced_augmentation (line 64) | def test_memories_configure_from_advanced_augmentation():

FILE: tests/memory/test_memory_struct_triples.py
  function test_entity_configure_with_triples_field (line 4) | def test_entity_configure_with_triples_field():
  function test_entity_configure_with_both_semantic_triples_and_triples (line 29) | def test_entity_configure_with_both_semantic_triples_and_triples():
  function test_entity_triples_generates_fact_text (line 58) | def test_entity_triples_generates_fact_text():
  function test_entity_triples_prefers_content_field_for_fact_text (line 83) | def test_entity_triples_prefers_content_field_for_fact_text():
  function test_entity_triples_with_existing_facts (line 103) | def test_entity_triples_with_existing_facts():
  function test_entity_triples_with_missing_fields_skipped (line 125) | def test_entity_triples_with_missing_fields_skipped():
  function test_entity_semantic_triples_only_not_added_to_facts (line 148) | def test_entity_semantic_triples_only_not_added_to_facts():
  function test_entity_triples_empty_list (line 167) | def test_entity_triples_empty_list():
  function test_entity_triples_type_normalization (line 174) | def test_entity_triples_type_normalization():

FILE: tests/memory/test_memory_writer.py
  function test_execute (line 4) | def test_execute(config, mocker):
  function test_execute_with_entity_and_process (line 31) | def test_execute_with_entity_and_process(config, mocker):
  function test_execute_includes_system_messages (line 64) | def test_execute_includes_system_messages(config, mocker):
  function test_execute_writes_response_type (line 90) | def test_execute_writes_response_type(config, mocker):
  function test_execute_multiple_turns_ingests_all_messages (line 105) | def test_execute_multiple_turns_ingests_all_messages(config, mocker):

FILE: tests/memory/test_recall.py
  function test_recall_init (line 21) | def test_recall_init():
  function test_search_facts_no_storage (line 27) | def test_search_facts_no_storage():
  function test_search_facts_no_driver (line 37) | def test_search_facts_no_driver():
  function test_search_facts_no_entity_id_in_config (line 48) | def test_search_facts_no_entity_id_in_config():
  function test_search_facts_entity_create_returns_none (line 60) | def test_search_facts_entity_create_returns_none():
  function test_search_facts_uses_provided_entity_id (line 74) | def test_search_facts_uses_provided_entity_id():
  function test_search_facts_success (line 103) | def test_search_facts_success():
  function test_search_facts_with_custom_limit (line 152) | def test_search_facts_with_custom_limit():
  function test_search_facts_retry_on_operational_error (line 171) | def test_search_facts_retry_on_operational_error():
  function test_search_facts_retry_multiple_times (line 197) | def test_search_facts_retry_multiple_times():
  function test_search_facts_raises_after_max_retries (line 227) | def test_search_facts_raises_after_max_retries():
  function test_search_facts_raises_on_non_restart_error (line 248) | def test_search_facts_raises_on_non_restart_error():
  function test_search_facts_returns_empty_on_no_results (line 268) | def test_search_facts_returns_empty_on_no_results():
  function test_search_facts_embeds_query_correctly (line 285) | def test_search_facts_embeds_query_correctly():
  function test_search_facts_cloud_includes_explicit_limit_in_payload (line 307) | def test_search_facts_cloud_includes_explicit_limit_in_payload(mocker):
  function test_search_facts_cloud_defaults_to_config_recall_facts_limit (line 329) | def test_search_facts_cloud_defaults_to_config_recall_facts_limit(mocker):
  function test_search_facts_cloud_uses_none_for_missing_process_id (line 351) | def test_search_facts_cloud_uses_none_for_missing_process_id(mocker):
  function test_constants (line 372) | def test_constants():

FILE: tests/memory/test_recall_eval_harness.py
  function _pack_embedding (line 22) | def _pack_embedding(vec: list[float]) -> bytes:
  class _Case (line 27) | class _Case:
  class _FakeEntityFactDriver (line 32) | class _FakeEntityFactDriver:
    method __init__ (line 33) | def __init__(self, *, facts: dict[int, str], embeddings: dict[int, lis...
    method get_embeddings (line 37) | def get_embeddings(self, entity_id: int, limit: int = 1000):
    method get_facts_by_ids (line 44) | def get_facts_by_ids(self, fact_ids: list[int]):
  class _FakeEntityDriver (line 53) | class _FakeEntityDriver:
    method create (line 54) | def create(self, entity_id: str) -> int:
  class _FakeStorageDriver (line 59) | class _FakeStorageDriver:
    method __init__ (line 60) | def __init__(self, entity_fact: _FakeEntityFactDriver):
  class _FakeStorage (line 65) | class _FakeStorage:
    method __init__ (line 66) | def __init__(self, driver: _FakeStorageDriver):
  function _recall_at_k (line 70) | def _recall_at_k(*, cases: list[_Case], results_by_query: dict[str, list...
  function _mrr_at_k (line 79) | def _mrr_at_k(*, cases: list[_Case], results_by_query: dict[str, list[in...
  function _ndcg_at_k (line 92) | def _ndcg_at_k(*, cases: list[_Case], results_by_query: dict[str, list[i...
  function test_recall_eval_harness_reports_expected_metrics (line 109) | def test_recall_eval_harness_reports_expected_metrics(mocker):

FILE: tests/storage/adapters/conftest.py
  function mongodb_conn (line 5) | def mongodb_conn(mocker):

FILE: tests/storage/adapters/dbapi/test_dbapi_no_conflicts.py
  function test_sqlalchemy_session_not_detected_as_dbapi (line 12) | def test_sqlalchemy_session_not_detected_as_dbapi(session):
  function test_registry_routes_sqlalchemy_to_sqlalchemy_adapter (line 16) | def test_registry_routes_sqlalchemy_to_sqlalchemy_adapter(session):
  function test_registry_routes_postgres_session_to_sqlalchemy_adapter (line 23) | def test_registry_routes_postgres_session_to_sqlalchemy_adapter(postgres...
  function test_django_connection_not_detected_as_dbapi (line 30) | def test_django_connection_not_detected_as_dbapi(mocker):
  function test_registry_routes_django_to_django_adapter (line 37) | def test_registry_routes_django_to_django_adapter(mocker):

FILE: tests/storage/adapters/dbapi/test_storage_adapters_dbapi_adapter.py
  function mock_psycopg2_conn (line 13) | def mock_psycopg2_conn(mocker):
  function mock_pymysql_conn (line 29) | def mock_pymysql_conn(mocker):
  function mock_pyobvector_conn (line 45) | def mock_pyobvector_conn(mocker):
  function mock_sqlite3_conn (line 61) | def mock_sqlite3_conn(mocker):
  function test_commit_psycopg2 (line 76) | def test_commit_psycopg2(mock_psycopg2_conn):
  function test_execute_psycopg2 (line 84) | def test_execute_psycopg2(mock_psycopg2_conn):
  function test_execute_with_binds_psycopg2 (line 92) | def test_execute_with_binds_psycopg2(mock_psycopg2_conn):
  function test_flush_psycopg2 (line 103) | def test_flush_psycopg2(mock_psycopg2_conn):
  function test_get_dialect_psycopg2 (line 110) | def test_get_dialect_psycopg2(mock_psycopg2_conn):
  function test_rollback_psycopg2 (line 115) | def test_rollback_psycopg2(mock_psycopg2_conn):
  function test_commit_pymysql (line 123) | def test_commit_pymysql(mock_pymysql_conn):
  function test_execute_pymysql (line 131) | def test_execute_pymysql(mock_pymysql_conn):
  function test_get_dialect_pymysql (line 139) | def test_get_dialect_pymysql(mock_pymysql_conn):
  function test_get_dialect_pyobvector (line 144) | def test_get_dialect_pyobvector(mock_pyobvector_conn):
  function test_rollback_pymysql (line 149) | def test_rollback_pymysql(mock_pymysql_conn):
  function test_commit_sqlite3 (line 157) | def test_commit_sqlite3(mock_sqlite3_conn):
  function test_execute_sqlite3 (line 165) | def test_execute_sqlite3(mock_sqlite3_conn):
  function test_get_dialect_sqlite3 (line 173) | def test_get_dialect_sqlite3(mock_sqlite3_conn):
  function test_rollback_sqlite3 (line 178) | def test_rollback_sqlite3(mock_sqlite3_conn):
  function test_execute_closes_cursor_on_exception (line 186) | def test_execute_closes_cursor_on_exception(mock_psycopg2_conn):
  function test_get_dialect_unknown_raises_error (line 197) | def test_get_dialect_unknown_raises_error(mocker):
  function test_is_dbapi_connection_psycopg2 (line 211) | def test_is_dbapi_connection_psycopg2(mock_psycopg2_conn):
  function test_is_dbapi_connection_pymysql (line 215) | def test_is_dbapi_connection_pymysql(mock_pymysql_conn):
  function test_is_dbapi_connection_pyobvector (line 219) | def test_is_dbapi_connection_pyobvector(mock_pyobvector_conn):
  function test_is_dbapi_connection_sqlite3 (line 223) | def test_is_dbapi_connection_sqlite3(mock_sqlite3_conn):
  function test_is_dbapi_connection_rejects_non_dbapi (line 227) | def test_is_dbapi_connection_rejects_non_dbapi(mocker):
  function test_is_dbapi_connection_rejects_non_callable_methods (line 233) | def test_is_dbapi_connection_rejects_non_callable_methods(mocker):
  function test_registry_routes_psycopg2_to_dbapi_adapter (line 241) | def test_registry_routes_psycopg2_to_dbapi_adapter(mock_psycopg2_conn):
  function test_registry_routes_pymysql_to_dbapi_adapter (line 247) | def test_registry_routes_pymysql_to_dbapi_adapter(mock_pymysql_conn):
  function test_registry_routes_sqlite3_to_dbapi_adapter (line 253) | def test_registry_routes_sqlite3_to_dbapi_adapter(mock_sqlite3_conn):

FILE: tests/storage/adapters/django/test_storage_adapters_django_adapter.py
  function mock_django_postgresql_conn (line 13) | def mock_django_postgresql_conn(mocker):
  function mock_django_mysql_conn (line 31) | def mock_django_mysql_conn(mocker):
  function mock_django_sqlite_conn (line 49) | def mock_django_sqlite_conn(mocker):
  function test_commit_postgresql (line 66) | def test_commit_postgresql(mock_django_postgresql_conn):
  function test_execute_postgresql (line 74) | def test_execute_postgresql(mock_django_postgresql_conn):
  function test_execute_with_binds_postgresql (line 82) | def test_execute_with_binds_postgresql(mock_django_postgresql_conn):
  function test_flush_postgresql (line 93) | def test_flush_postgresql(mock_django_postgresql_conn):
  function test_get_dialect_postgresql (line 100) | def test_get_dialect_postgresql(mock_django_postgresql_conn):
  function test_rollback_postgresql (line 105) | def test_rollback_postgresql(mock_django_postgresql_conn):
  function test_commit_mysql (line 113) | def test_commit_mysql(mock_django_mysql_conn):
  function test_execute_mysql (line 121) | def test_execute_mysql(mock_django_mysql_conn):
  function test_get_dialect_mysql (line 129) | def test_get_dialect_mysql(mock_django_mysql_conn):
  function test_rollback_mysql (line 134) | def test_rollback_mysql(mock_django_mysql_conn):
  function test_commit_sqlite (line 142) | def test_commit_sqlite(mock_django_sqlite_conn):
  function test_execute_sqlite (line 150) | def test_execute_sqlite(mock_django_sqlite_conn):
  function test_get_dialect_sqlite (line 158) | def test_get_dialect_sqlite(mock_django_sqlite_conn):
  function test_rollback_sqlite (line 163) | def test_rollback_sqlite(mock_django_sqlite_conn):
  function test_execute_closes_cursor_on_exception (line 171) | def test_execute_closes_cursor_on_exception(mock_django_postgresql_conn):
  function test_get_dialect_unknown_raises_error (line 182) | def test_get_dialect_unknown_raises_error(mocker):
  function test_is_django_connection_postgresql (line 196) | def test_is_django_connection_postgresql(mock_django_postgresql_conn):
  function test_is_django_connection_mysql (line 200) | def test_is_django_connection_mysql(mock_django_mysql_conn):
  function test_is_django_connection_sqlite (line 204) | def test_is_django_connection_sqlite(mock_django_sqlite_conn):
  function test_is_django_connection_rejects_non_django (line 208) | def test_is_django_connection_rejects_non_django(mocker):
  function test_is_django_connection_rejects_non_callable_cursor (line 214) | def test_is_django_connection_rejects_non_callable_cursor(mocker):
  function test_registry_routes_postgresql_to_django_adapter (line 221) | def test_registry_routes_postgresql_to_django_adapter(mock_django_postgr...
  function test_registry_routes_mysql_to_django_adapter (line 227) | def test_registry_routes_mysql_to_django_adapter(mock_django_mysql_conn):
  function test_registry_routes_sqlite_to_django_adapter (line 233) | def test_registry_routes_sqlite_to_django_adapter(mock_django_sqlite_conn):

FILE: tests/storage/adapters/sqlalchemy/test_storage_adaptors_sqlalchemy_adapter.py
  function test_commit (line 5) | def test_commit(session):
  function test_execute (line 10) | def test_execute(session):
  function test_flush (line 16) | def test_flush(session):
  function test_get_dialect (line 21) | def test_get_dialect(session):
  function test_get_dialect_oceanbase (line 26) | def test_get_dialect_oceanbase(mocker):
  function test_rollback (line 41) | def test_rollback(session):
  function test_commit_postgres (line 47) | def test_commit_postgres(postgres_session):
  function test_execute_postgres (line 52) | def test_execute_postgres(postgres_session):
  function test_flush_postgres (line 58) | def test_flush_postgres(postgres_session):
  function test_get_dialect_postgres (line 63) | def test_get_dialect_postgres(postgres_session):
  function test_rollback_postgres (line 68) | def test_rollback_postgres(postgres_session):
  function test_mongodb_adapter_execute (line 74) | def test_mongodb_adapter_execute(mongodb_conn):
  function test_mongodb_adapter_get_dialect (line 87) | def test_mongodb_adapter_get_dialect(mongodb_conn):
  function test_mongodb_adapter_execute_with_args (line 93) | def test_mongodb_adapter_execute_with_args(mongodb_conn):
  function test_mongodb_adapter_execute_with_kwargs (line 106) | def test_mongodb_adapter_execute_with_kwargs(mongodb_conn):

FILE: tests/storage/cockroachdb/test_storage_cockroachdb_display.py
  function test_cluster_already_started (line 4) | def test_cluster_already_started():
  function test_cluster_was_not_started (line 14) | def test_cluster_was_not_started():

FILE: tests/storage/cockroachdb/test_storage_cockroachdb_files.py
  function test_storage_dir_exceptions (line 8) | def test_storage_dir_exceptions():
  function test_storage_dir_home (line 25) | def test_storage_dir_home():
  function test_storage_dir_memori_home (line 30) | def test_storage_dir_memori_home():
  function test_cluster_dir (line 35) | def test_cluster_dir():
  function test_cluster_id (line 40) | def test_cluster_id():
  function test_read_id_no_such_file (line 45) | def test_read_id_no_such_file():
  function test_write_id (line 50) | def test_write_id():
  function test_write_then_read_id (line 66) | def test_write_then_read_id():
  function test_remove_id (line 83) | def test_remove_id():

FILE: tests/storage/drivers/conftest.py
  function mock_conn (line 7) | def mock_conn():
  function mock_single_result (line 17) | def mock_single_result():
  function mock_multiple_results (line 29) | def mock_multiple_results():
  function mock_empty_result (line 41) | def mock_empty_result():

FILE: tests/storage/drivers/test_mongodb_driver.py
  function test_driver_initialization (line 19) | def test_driver_initialization(mock_conn):
  function test_entity_create (line 31) | def test_entity_create(mock_conn):
  function test_entity_create_existing_record (line 61) | def test_entity_create_existing_record(mock_conn):
  function test_entity_generates_uuid (line 75) | def test_entity_generates_uuid(mock_conn):
  function test_process_create (line 94) | def test_process_create(mock_conn):
  function test_session_create (line 121) | def test_session_create(mock_conn):
  function test_conversation_initialization (line 151) | def test_conversation_initialization(mock_conn):
  function test_conversation_create (line 160) | def test_conversation_create(mock_conn):
  function test_conversation_create_returns_existing_within_timeout (line 189) | def test_conversation_create_returns_existing_within_timeout(mock_conn):
  function test_conversation_create_new_when_expired (line 215) | def test_conversation_create_new_when_expired(mock_conn):
  function test_conversation_message_create (line 244) | def test_conversation_message_create(mock_conn):
  function test_conversation_messages_read (line 267) | def test_conversation_messages_read(mock_conn):
  function test_conversation_messages_read_empty (line 291) | def test_conversation_messages_read_empty(mock_conn):
  function test_schema_version_create (line 301) | def test_schema_version_create(mock_conn):
  function test_schema_version_read (line 316) | def test_schema_version_read(mock_conn):
  function test_schema_version_read_none (line 334) | def test_schema_version_read_none(mock_conn):
  function test_schema_version_delete (line 344) | def test_schema_version_delete(mock_conn):
  function test_schema_initialization (line 358) | def test_schema_initialization(mock_conn):
  function test_driver_migrations_attribute (line 366) | def test_driver_migrations_attribute():
  function test_driver_requires_rollback_on_error_attribute (line 374) | def test_driver_requires_rollback_on_error_attribute():
  function test_driver_registry_registration (line 381) | def test_driver_registry_registration():
  function test_mongodb_operations_with_datetime (line 389) | def test_mongodb_operations_with_datetime(mock_conn):
  function test_mongodb_conversation_message_with_datetime (line 408) | def test_mongodb_conversation_message_with_datetime(mock_conn):
  function test_mongodb_session_with_datetime (line 424) | def test_mongodb_session_with_datetime(mock_conn):
  function test_entity_fact_create_new_fact (line 443) | def test_entity_fact_create_new_fact(mock_conn, mocker):
  function test_entity_fact_create_existing_fact (line 489) | def test_entity_fact_create_existing_fact(mock_conn, mocker):
  function test_entity_fact_create_empty_facts (line 531) | def test_entity_fact_create_empty_facts(mock_conn):
  function test_entity_fact_create_multiple_facts (line 540) | def test_entity_fact_create_multiple_facts(mock_conn, mocker):
  function test_entity_fact_create_without_embeddings (line 567) | def test_entity_fact_create_without_embeddings(mock_conn, mocker):
  function test_entity_fact_get_embeddings (line 591) | def test_entity_fact_get_embeddings(mock_conn):
  function test_entity_fact_get_embeddings_with_limit (line 621) | def test_entity_fact_get_embeddings_with_limit(mock_conn):
  function test_entity_fact_get_embeddings_default_limit (line 639) | def test_entity_fact_get_embeddings_default_limit(mock_conn):
  function test_entity_fact_get_facts_by_ids (line 651) | def test_entity_fact_get_facts_by_ids(mock_conn):
  function test_entity_fact_get_facts_by_ids_empty (line 686) | def test_entity_fact_get_facts_by_ids_empty(mock_conn):

FILE: tests/storage/drivers/test_mysql_driver.py
  function test_driver_initialization (line 17) | def test_driver_initialization(mock_conn):
  function test_entity_create (line 28) | def test_entity_create(mock_conn, mock_single_result):
  function test_entity_generates_uuid (line 51) | def test_entity_generates_uuid(mock_conn, mock_single_result):
  function test_process_create (line 66) | def test_process_create(mock_conn, mock_single_result):
  function test_session_create (line 89) | def test_session_create(mock_conn, mock_single_result):
  function test_conversation_initialization (line 113) | def test_conversation_initialization(mock_conn):
  function test_conversation_create (line 122) | def test_conversation_create(mock_conn, mock_single_result):
  function test_conversation_create_returns_existing_within_timeout (line 163) | def test_conversation_create_returns_existing_within_timeout(mock_conn):
  function test_conversation_create_new_when_expired (line 191) | def test_conversation_create_new_when_expired(mock_conn, mock_single_res...
  function test_conversation_message_create (line 223) | def test_conversation_message_create(mock_conn):
  function test_conversation_messages_read (line 245) | def test_conversation_messages_read(mock_conn, mock_multiple_results):
  function test_conversation_messages_read_empty (line 268) | def test_conversation_messages_read_empty(mock_conn, mock_empty_result):
  function test_schema_version_create (line 278) | def test_schema_version_create(mock_conn):
  function test_schema_version_read (line 291) | def test_schema_version_read(mock_conn, mock_single_result):
  function test_schema_version_delete (line 306) | def test_schema_version_delete(mock_conn):
  function test_schema_initialization (line 318) | def test_schema_initialization(mock_conn):

FILE: tests/storage/drivers/test_oceanbase_driver.py
  function test_driver_initialization (line 18) | def test_driver_initialization(mock_conn):
  function test_driver_metadata (line 30) | def test_driver_metadata():
  function test_entity_fact_create_uses_formatted_embedding (line 36) | def test_entity_fact_create_uses_formatted_embedding(mock_conn):
  function test_entity_create (line 65) | def test_entity_create(mock_conn, mock_single_result):
  function test_entity_generates_uuid (line 86) | def test_entity_generates_uuid(mock_conn, mock_single_result):
  function test_process_create (line 98) | def test_process_create(mock_conn, mock_single_result):
  function test_session_create (line 119) | def test_session_create(mock_conn, mock_single_result):
  function test_conversation_initialization (line 141) | def test_conversation_initialization(mock_conn):
  function test_conversation_create (line 151) | def test_conversation_create(mock_conn, mock_single_result):
  function test_conversation_create_returns_existing_within_timeout (line 184) | def test_conversation_create_returns_existing_within_timeout(mock_conn):
  function test_conversation_create_new_when_expired (line 212) | def test_conversation_create_new_when_expired(mock_conn, mock_single_res...
  function test_conversation_message_create (line 242) | def test_conversation_message_create(mock_conn):
  function test_conversation_messages_read (line 262) | def test_conversation_messages_read(mock_conn, mock_multiple_results):
  function test_conversation_messages_read_empty (line 284) | def test_conversation_messages_read_empty(mock_conn, mock_empty_result):
  function test_schema_version_create (line 294) | def test_schema_version_create(mock_conn):
  function test_schema_version_read (line 305) | def test_schema_version_read(mock_conn, mock_single_result):
  function test_schema_version_delete (line 318) | def test_schema_version_delete(mock_conn):

FILE: tests/storage/drivers/test_oracle_driver.py
  function test_driver_initialization (line 17) | def test_driver_initialization(mock_conn):
  function test_entity_create (line 28) | def test_entity_create(mock_conn, mock_single_result):
  function test_entity_generates_uuid (line 53) | def test_entity_generates_uuid(mock_conn, mock_single_result):
  function test_process_create (line 68) | def test_process_create(mock_conn, mock_single_result):
  function test_session_create (line 93) | def test_session_create(mock_conn, mock_single_result):
  function test_conversation_initialization (line 119) | def test_conversation_initialization(mock_conn):
  function test_conversation_create (line 128) | def test_conversation_create(mock_conn, mock_single_result):
  function test_conversation_create_returns_existing_within_timeout (line 170) | def test_conversation_create_returns_existing_within_timeout(mock_conn):
  function test_conversation_create_new_when_expired (line 198) | def test_conversation_create_new_when_expired(mock_conn, mock_single_res...
  function test_conversation_message_create (line 230) | def test_conversation_message_create(mock_conn):
  function test_conversation_messages_read (line 252) | def test_conversation_messages_read(mock_conn, mock_multiple_results):
  function test_conversation_messages_read_empty (line 275) | def test_conversation_messages_read_empty(mock_conn, mock_empty_result):
  function test_schema_version_create (line 285) | def test_schema_version_create(mock_conn):
  function test_schema_version_read (line 298) | def test_schema_version_read(mock_conn, mock_single_result):
  function test_schema_version_delete (line 313) | def test_schema_version_delete(mock_conn):
  function test_schema_initialization (line 325) | def test_schema_initialization(mock_conn):

FILE: tests/storage/drivers/test_postgresql_driver.py
  function test_driver_initialization (line 17) | def test_driver_initialization(mock_conn):
  function test_entity_create (line 28) | def test_entity_create(mock_conn, mock_single_result):
  function test_entity_generates_uuid (line 52) | def test_entity_generates_uuid(mock_conn, mock_single_result):
  function test_process_create (line 67) | def test_process_create(mock_conn, mock_single_result):
  function test_session_create (line 91) | def test_session_create(mock_conn, mock_single_result):
  function test_conversation_initialization (line 116) | def test_conversation_initialization(mock_conn):
  function test_conversation_create (line 125) | def test_conversation_create(mock_conn, mock_single_result):
  function test_conversation_create_returns_existing_within_timeout (line 167) | def test_conversation_create_returns_existing_within_timeout(mock_conn):
  function test_conversation_create_new_when_expired (line 195) | def test_conversation_create_new_when_expired(mock_conn, mock_single_res...
  function test_conversation_message_create (line 227) | def test_conversation_message_create(mock_conn):
  function test_conversation_messages_read (line 249) | def test_conversation_messages_read(mock_conn, mock_multiple_results):
  function test_conversation_messages_read_empty (line 272) | def test_conversation_messages_read_empty(mock_conn, mock_empty_result):
  function test_schema_version_create (line 282) | def test_schema_version_create(mock_conn):
  function test_schema_version_read (line 295) | def test_schema_version_read(mock_conn, mock_single_result):
  function test_schema_version_delete (line 310) | def test_schema_version_delete(mock_conn):
  function test_schema_initialization (line 322) | def test_schema_initialization(mock_conn):

FILE: tests/storage/drivers/test_sqlite_driver.py
  function test_driver_initialization (line 18) | def test_driver_initialization(mock_conn):
  function test_entity_create (line 30) | def test_entity_create(mock_conn, mock_single_result):
  function test_entity_generates_uuid (line 53) | def test_entity_generates_uuid(mock_conn, mock_single_result):
  function test_process_create (line 70) | def test_process_create(mock_conn, mock_single_result):
  function test_session_create (line 93) | def test_session_create(mock_conn, mock_single_result):
  function test_conversation_initialization (line 117) | def test_conversation_initialization(mock_conn):
  function test_conversation_create (line 126) | def test_conversation_create(mock_conn, mock_single_result):
  function test_conversation_create_returns_existing_within_timeout (line 167) | def test_conversation_create_returns_existing_within_timeout(mock_conn):
  function test_conversation_create_new_when_expired (line 195) | def test_conversation_create_new_when_expired(mock_conn, mock_single_res...
  function test_conversation_message_create (line 227) | def test_conversation_message_create(mock_conn):
  function test_conversation_messages_read (line 249) | def test_conversation_messages_read(mock_conn, mock_multiple_results):
  function test_conversation_messages_read_empty (line 273) | def test_conversation_messages_read_empty(mock_conn, mock_empty_result):
  function test_schema_version_create (line 283) | def test_schema_version_create(mock_conn):
  function test_schema_version_read (line 296) | def test_schema_version_read(mock_conn, mock_single_result):
  function test_schema_version_delete (line 311) | def test_schema_version_delete(mock_conn):
  function test_schema_initialization (line 323) | def test_schema_initialization(mock_conn):
  function test_entity_fact_create (line 331) | def test_entity_fact_create(mock_conn, mocker):
  function test_entity_fact_create_empty_facts (line 363) | def test_entity_fact_create_empty_facts(mock_conn):
  function test_entity_fact_create_without_embeddings (line 372) | def test_entity_fact_create_without_embeddings(mock_conn, mocker):
  function test_entity_fact_get_embeddings (line 393) | def test_entity_fact_get_embeddings(mock_conn, mock_multiple_results):
  function test_entity_fact_get_embeddings_default_limit (line 422) | def test_entity_fact_get_embeddings_default_limit(mock_conn, mock_empty_...
  function test_entity_fact_get_facts_by_ids (line 434) | def test_entity_fact_get_facts_by_ids(mock_conn, mock_multiple_results):
  function test_entity_fact_get_facts_by_ids_empty (line 472) | def test_entity_fact_get_facts_by_ids_empty(mock_conn):

FILE: tests/storage/test_connection.py
  function test_connection_context_with_none_factory (line 8) | def test_connection_context_with_none_factory():
  function test_connection_context_success (line 15) | def test_connection_context_success():
  function test_connection_context_exception_in_body (line 46) | def test_connection_context_exception_in_body():
  function test_connection_context_close_exception_suppressed (line 67) | def test_connection_context_close_exception_suppressed():
  function test_connection_context_commit_exception_propagates (line 87) | def test_connection_context_commit_exception_propagates():

FILE: tests/storage/test_connection_factory.py
  function test_connection_factory_is_called_eagerly (line 6) | def test_connection_factory_is_called_eagerly(mocker):
  function test_connection_factory_cached_after_first_call (line 34) | def test_connection_factory_cached_after_first_call(mocker):
  function test_non_callable_raises_error (line 61) | def test_non_callable_raises_error():
  function test_connection_lifecycle_close (line 73) | def test_connection_lifecycle_close(mocker):
  function test_connection_factory_supports_release_tuple (line 101) | def test_connection_factory_supports_release_tuple(mocker):
  function test_connection_factory_supports_context_manager (line 119) | def test_connection_factory_supports_context_manager(mocker):

FILE: tests/storage/test_storage_builder.py
  function mock_config (line 14) | def mock_config():
  function builder (line 24) | def builder(mock_config):
  function test_get_supported_dialects (line 29) | def test_get_supported_dialects(builder):
  function test_get_dialect_family_exact_match (line 40) | def test_get_dialect_family_exact_match(builder):
  function test_get_dialect_family_no_match (line 48) | def test_get_dialect_family_no_match(builder):
  function test_requires_rollback_true (line 55) | def test_requires_rollback_true(builder):
  function test_get_dialect_family_oceanbase (line 61) | def test_get_dialect_family_oceanbase(builder):
  function test_requires_rollback_oceanbase (line 66) | def test_requires_rollback_oceanbase(builder):
  function test_requires_rollback_false (line 71) | def test_requires_rollback_false(builder):
  function test_requires_rollback_unknown_dialect (line 76) | def test_requires_rollback_unknown_dialect(builder):
  function test_build_unsupported_dialect (line 81) | def test_build_unsupported_dialect(mock_config):
  function test_build_supported_dialect (line 93) | def test_build_supported_dialect(mock_config):
  function test_create_data_structures_postgresql_rollback (line 112) | def test_create_data_structures_postgresql_rollback(mock_config):
  function test_create_data_structures_cockroachdb_rollback (line 133) | def test_create_data_structures_cockroachdb_rollback(mock_config):
  function test_create_data_structures_mysql_no_rollback (line 151) | def test_create_data_structures_mysql_no_rollback(mock_config):
  function test_create_data_structures_no_migration_mapping (line 169) | def test_create_data_structures_no_migration_mapping(mock_config):

FILE: tests/storage/test_storage_init.py
  function test_import_optional_module_success (line 4) | def test_import_optional_module_success():
  function test_import_optional_module_handles_import_error (line 17) | def test_import_optional_module_handles_import_error():
  function test_storage_module_initializes_with_manager_available (line 29) | def test_storage_module_initializes_with_manager_available():
  function test_storage_module_has_import_optional_module_function (line 37) | def test_storage_module_has_import_optional_module_function():

FILE: tests/storage/test_storage_manager.py
  function test_manager_start_sets_cockroachdb_flag_for_cockroachdb (line 7) | def test_manager_start_sets_cockroachdb_flag_for_cockroachdb():
  function test_manager_start_sets_cockroachdb_flag_for_postgresql (line 27) | def test_manager_start_sets_cockroachdb_flag_for_postgresql():
  function test_manager_start_sets_cockroachdb_flag_for_mysql (line 47) | def test_manager_start_sets_cockroachdb_flag_for_mysql():
  function test_manager_start_sets_cockroachdb_flag_for_oceanbase (line 67) | def test_manager_start_sets_cockroachdb_flag_for_oceanbase():
  function test_manager_start_sets_cockroachdb_flag_for_mongodb (line 87) | def test_manager_start_sets_cockroachdb_flag_for_mongodb():
  function test_manager_start_with_none_conn_does_not_set_flag (line 107) | def test_manager_start_with_none_conn_does_not_set_flag():

FILE: tests/storage/test_storage_registry.py
  function test_storage_adapter_sqlalchemy (line 13) | def test_storage_adapter_sqlalchemy(session):
  function test_storage_driver_mysql (line 17) | def test_storage_driver_mysql(session):
  function test_storage_driver_postgresql (line 23) | def test_storage_driver_postgresql(postgres_session):
  function test_storage_driver_mariadb (line 30) | def test_storage_driver_mariadb(mocker):
  function test_storage_driver_cockroachdb (line 41) | def test_storage_driver_cockroachdb(mocker):
  function test_storage_driver_oceanbase (line 52) | def test_storage_driver_oceanbase(mocker):
  function test_storage_adapter_raises_for_unsupported_connection (line 61) | def test_storage_adapter_raises_for_unsupported_connection():
  function test_storage_driver_raises_for_unsupported_dialect (line 71) | def test_storage_driver_raises_for_unsupported_dialect(mocker):

FILE: tests/test_cli.py
  function mock_config (line 13) | def mock_config():
  function test_cli_banner_contains_key_elements (line 19) | def test_cli_banner_contains_key_elements(capsys, mock_config):
  function test_entrypoint_smoke_run (line 29) | def test_entrypoint_smoke_run():
  class TestCliEntrypoint (line 40) | class TestCliEntrypoint:
    method run_main_with_args (line 41) | def run_main_with_args(self, args):
    method test_cli_signup_missing_email_shows_error (line 49) | def test_cli_signup_missing_email_shows_error(self, capsys):
    method test_cli_no_args_shows_branding (line 56) | def test_cli_no_args_shows_branding(self, capsys):
    method test_help_variations_show_all_commands (line 71) | def test_help_variations_show_all_commands(self, args, capsys):
    method test_invalid_command_shows_help (line 81) | def test_invalid_command_shows_help(self, capsys):
    method test_branding_displayed (line 89) | def test_branding_displayed(self, capsys):
    method test_cockroachdb_missing_subcommand_shows_usage (line 96) | def test_cockroachdb_missing_subcommand_shows_usage(self, capsys):
    method test_cockroachdb_cluster_start_dispatches_correctly (line 103) | def test_cockroachdb_cluster_start_dispatches_correctly(

FILE: tests/test_config.py
  function test_is_test_mode (line 6) | def test_is_test_mode():
  function test_reset_cache (line 19) | def test_reset_cache():
  function test_augmentation_default (line 34) | def test_augmentation_default():
  function test_storage_initialization (line 39) | def test_storage_initialization():
  function test_recall_env_overrides (line 46) | def test_recall_env_overrides(monkeypatch):

FILE: tests/test_init.py
  function test_cloud_false_when_conn_provided (line 7) | def test_cloud_false_when_conn_provided(mocker):
  function test_cloud_true_when_no_conn (line 18) | def test_cloud_true_when_no_conn(monkeypatch):
  function test_cloud_raises_error_when_no_api_key (line 26) | def test_cloud_raises_error_when_no_api_key(monkeypatch):
  function test_cloud_false_when_connection_string_set (line 35) | def test_cloud_false_when_connection_string_set(monkeypatch, mocker):
  function test_attribution_exceptions (line 53) | def test_attribution_exceptions(mocker):
  function test_new_session (line 71) | def test_new_session(mocker):
  function test_set_session (line 89) | def test_set_session(mocker):
  function test_set_session_resets_cache (line 102) | def test_set_session_resets_cache(mocker):
  function test_embed_texts_uses_config_defaults (line 119) | def test_embed_texts_uses_config_defaults(mocker):
  function test_recall_defaults_to_config_limit_in_cloud (line 141) | def test_recall_defaults_to_config_limit_in_cloud(monkeypatch, mocker):

FILE: tests/test_legacy_package_warning.py
  function test_warn_if_legacy_memorisdk_not_installed (line 11) | def test_warn_if_legacy_memorisdk_not_installed():
  function test_warn_if_legacy_memorisdk_installed (line 28) | def test_warn_if_legacy_memorisdk_installed():
  function test_warning_message_content (line 48) | def test_warning_message_content():
  function test_legacy_warning_class_is_user_warning (line 68) | def test_legacy_warning_class_is_user_warning():
  function test_warn_function_imported_in_init (line 75) | def test_warn_function_imported_in_init():
  function test_no_warning_when_only_memori_installed (line 87) | def test_no_warning_when_only_memori_installed():

FILE: tests/test_llm_auto_registration.py
  function memori_instance (line 12) | def memori_instance(mocker):
  function test_llm_register_raises_if_provider_cannot_be_determined (line 22) | def test_llm_register_raises_if_provider_cannot_be_determined(
  function test_llm_register_auto_detects_openai_client (line 41) | def test_llm_register_auto_detects_openai_client(memori_instance, mocker):
  function test_llm_register_auto_detects_anthropic_client (line 60) | def test_llm_register_auto_detects_anthropic_client(memori_instance, moc...
  function test_llm_register_auto_detects_google_genai_client (line 80) | def test_llm_register_auto_detects_google_genai_client(memori_instance, ...
  function test_llm_register_auto_detects_google_generativeai_client (line 105) | def test_llm_register_auto_detects_google_generativeai_client(memori_ins...
  function test_llm_register_auto_detects_xai_client (line 130) | def test_llm_register_auto_detects_xai_client(memori_instance, mocker):
  function test_llm_register_auto_detects_pydantic_ai_client (line 149) | def test_llm_register_auto_detects_pydantic_ai_client(memori_instance, m...
  function test_llm_register_returns_memori_instance (line 164) | def test_llm_register_returns_memori_instance(memori_instance, mocker):
  function test_llm_register_allows_chaining (line 182) | def test_llm_register_allows_chaining(memori_instance, mocker):
  function test_llm_register_handles_multiple_registrations (line 204) | def test_llm_register_handles_multiple_registrations(memori_instance, mo...
  function test_llm_register_agno_openai_chat (line 225) | def test_llm_register_agno_openai_chat(memori_instance, mocker):
  function test_llm_register_agno_claude (line 238) | def test_llm_register_agno_claude(memori_instance, mocker):
  function test_llm_register_langchain_chatopenai (line 251) | def test_llm_register_langchain_chatopenai(memori_instance, mocker):
  function test_llm_register_raises_when_mixing_client_and_framework (line 267) | def test_llm_register_raises_when_mixing_client_and_framework(memori_ins...
  function test_llm_register_raises_when_mixing_agno_and_langchain (line 279) | def test_llm_register_raises_when_mixing_agno_and_langchain(memori_insta...
  function test_llm_register_raises_when_no_arguments (line 293) | def test_llm_register_raises_when_no_arguments(memori_instance):

FILE: tests/test_network.py
  function api (line 22) | def api():
  function config (line 28) | def config():
  class TestApiRetryRecoverable (line 32) | class TestApiRetryRecoverable:
    method test_is_retry_returns_true_for_5xx_errors (line 33) | def test_is_retry_returns_true_for_5xx_errors(self):
    method test_is_retry_returns_false_for_non_5xx_errors (line 39) | def test_is_retry_returns_false_for_non_5xx_errors(self):
  class TestApiInitialization (line 46) | class TestApiInitialization:
    method test_init_uses_default_api_key_and_base_url (line 47) | def test_init_uses_default_api_key_and_base_url(self):
    method test_init_uses_custom_subdomain_base_url (line 57) | def test_init_uses_custom_subdomain_base_url(self):
    method test_init_uses_custom_base_url (line 67) | def test_init_uses_custom_base_url(self):
    method test_init_uses_staging_when_test_mode_enabled (line 75) | def test_init_uses_staging_when_test_mode_enabled(self):
    method test_init_uses_staging_subdomain_when_test_mode_enabled (line 87) | def test_init_uses_staging_subdomain_when_test_mode_enabled(self):
    method test_init_uses_production_when_test_mode_disabled (line 99) | def test_init_uses_production_when_test_mode_disabled(self):
  class TestApiUrl (line 112) | class TestApiUrl:
    method test_url_construction (line 113) | def test_url_construction(self, api):
    method test_url_with_empty_route (line 116) | def test_url_with_empty_route(self, api):
  class TestApiHeaders (line 120) | class TestApiHeaders:
    method test_headers_without_api_key (line 121) | def test_headers_without_api_key(self, api):
    method test_headers_with_api_key (line 129) | def test_headers_with_api_key(self, api):
  class TestApiPost (line 136) | class TestApiPost:
    method test_post_success (line 137) | def test_post_success(self, api, mocker):
    method test_post_raises_http_error (line 152) | def test_post_raises_http_error(self, api, mocker):
  class TestApiPostAsync (line 164) | class TestApiPostAsync:
    method test_post_async_success (line 166) | async def test_post_async_success(self, api, mocker):
    method test_post_async_with_retry_on_5xx_error (line 175) | async def test_post_async_with_retry_on_5xx_error(self, api, mocker):
    method test_post_async_raises_on_4xx_error (line 210) | async def test_post_async_raises_on_4xx_error(self, api):
    method test_post_async_raises_after_max_retries (line 232) | async def test_post_async_raises_after_max_retries(self, api):
  class TestApiAugmentation (line 255) | class TestApiAugmentation:
    method test_augmentation_async_success (line 257) | async def test_augmentation_async_success(self, api, mocker):
    method test_augmentation_async_includes_storage_in_payload (line 293) | async def test_augmentation_async_includes_storage_in_payload(self, ap...
    method test_augmentation_async_mysql_dialect (line 337) | async def test_augmentation_async_mysql_dialect(self, api, mocker):
  class TestApiPostAsyncGenericException (line 378) | class TestApiPostAsyncGenericException:
    method test_post_async_retries_on_generic_exception (line 380) | async def test_post_async_retries_on_generic_exception(self, api):
    method test_post_async_raises_generic_exception_after_max_retries (line 411) | async def test_post_async_raises_generic_exception_after_max_retries(s...
  class TestApiSession (line 430) | class TestApiSession:
    method test_session_creates_session_with_retry_adapter (line 431) | def test_session_creates_session_with_retry_adapter(self, api):
  class TestApiQuotaEnforcement (line 447) | class TestApiQuotaEnforcement:
    method test_augmentation_async_raises_quota_exceeded_with_api_message (line 449) | async def test_augmentation_async_raises_quota_exceeded_with_api_messa...
    method test_augmentation_async_raises_quota_exceeded_with_default_message (line 475) | async def test_augmentation_async_raises_quota_exceeded_with_default_m...
    method test_augmentation_async_raises_quota_exceeded_when_json_fails (line 505) | async def test_augmentation_async_raises_quota_exceeded_when_json_fail...
    method test_augmentation_async_returns_empty_dict_for_authenticated_429 (line 533) | async def test_augmentation_async_returns_empty_dict_for_authenticated...
    method test_augmentation_async_raises_validation_error_for_422 (line 556) | async def test_augmentation_async_raises_validation_error_for_422(self...
    method test_augmentation_async_raises_request_rejected_error_for_433 (line 582) | async def test_augmentation_async_raises_request_rejected_error_for_43...
    method test_augmentation_async_raises_client_error_for_other_4xx (line 608) | async def test_augmentation_async_raises_client_error_for_other_4xx(se...
    method test_augmentation_async_raises_helpful_message_on_ssl_error (line 634) | async def test_augmentation_async_raises_helpful_message_on_ssl_error(...
    method test_augmentation_async_raises_other_errors_for_anonymous (line 655) | async def test_augmentation_async_raises_other_errors_for_anonymous(se...
    method test_is_anonymous_returns_true_without_api_key (line 681) | def test_is_anonymous_returns_true_without_api_key(self, api):
    method test_is_anonymous_returns_false_with_api_key (line 686) | def test_is_anonymous_returns_false_with_api_key(self, api):

FILE: tests/test_search.py
  class _MappingRow (line 26) | class _MappingRow(Mapping[str, object]):
    method __init__ (line 27) | def __init__(self, data: dict[str, object]) -> None:
    method __getitem__ (line 30) | def __getitem__(self, key: str) -> object:
    method __iter__ (line 33) | def __iter__(self) -> Iterator[str]:
    method __len__ (line 36) | def __len__(self) -> int:
  function test_parse_embedding_from_bytes_postgresql (line 40) | def test_parse_embedding_from_bytes_postgresql():
  function test_parse_embedding_from_memoryview_postgresql (line 47) | def test_parse_embedding_from_memoryview_postgresql():
  function test_parse_embedding_from_json_string_mysql (line 54) | def test_parse_embedding_from_json_string_mysql():
  function test_parse_embedding_from_list_mongodb (line 61) | def test_parse_embedding_from_list_mongodb():
  function test_parse_embedding_from_numpy_array (line 67) | def test_parse_embedding_from_numpy_array():
  function test_parse_embedding_maintains_float32_dtype (line 73) | def test_parse_embedding_maintains_float32_dtype():
  function test_find_similar_embeddings_basic (line 80) | def test_find_similar_embeddings_basic():
  function test_find_similar_embeddings_cosine_similarity (line 94) | def test_find_similar_embeddings_cosine_similarity():
  function test_find_similar_embeddings_empty_list (line 110) | def test_find_similar_embeddings_empty_list():
  function test_find_similar_embeddings_limit_larger_than_embeddings (line 115) | def test_find_similar_embeddings_limit_larger_than_embeddings():
  function test_find_similar_embeddings_limit_smaller_than_embeddings (line 123) | def test_find_similar_embeddings_limit_smaller_than_embeddings():
  function test_find_similar_embeddings_skips_malformed (line 136) | def test_find_similar_embeddings_skips_malformed():
  function test_find_similar_embeddings_all_malformed (line 150) | def test_find_similar_embeddings_all_malformed():
  function test_find_similar_embeddings_dimension_mismatch (line 161) | def test_find_similar_embeddings_dimension_mismatch():
  function test_find_similar_embeddings_mixed_dimensions (line 172) | def test_find_similar_embeddings_mixed_dimensions():
  function test_find_similar_embeddings_mixed_formats (line 185) | def test_find_similar_embeddings_mixed_formats():
  function test_find_similar_embeddings_returns_similarity_scores (line 198) | def test_find_similar_embeddings_returns_similarity_scores():
  function test_find_similar_embeddings_high_dimensional (line 208) | def test_find_similar_embeddings_high_dimensional():
  function test_search_entity_facts_success (line 221) | def test_search_entity_facts_success():
  function test_search_entity_facts_no_embeddings (line 253) | def test_search_entity_facts_no_embeddings():
  function test_search_entity_facts_no_similar_results (line 271) | def test_search_entity_facts_no_similar_results():
  function test_search_entity_facts_respects_limit (line 290) | def test_search_entity_facts_respects_limit():
  function test_search_entity_facts_returns_required_keys (line 312) | def test_search_entity_facts_returns_required_keys():
  function test_search_entity_facts_handles_missing_content (line 337) | def test_search_entity_facts_handles_missing_content():
  function test_search_entity_facts_maintains_similarity_order (line 360) | def test_search_entity_facts_maintains_similarity_order():
  function test_search_entity_facts_can_rerank_with_query_text (line 388) | def test_search_entity_facts_can_rerank_with_query_text(mocker):
  function test_search_entity_facts_with_different_db_formats (line 418) | def test_search_entity_facts_with_different_db_formats():
  function test_search_entity_facts_accepts_mapping_rows_for_content (line 444) | def test_search_entity_facts_accepts_mapping_rows_for_content(mocker):
  function test_search_facts_candidates_success (line 476) | def test_search_facts_candidates_success():
  function test_search_facts_candidates_can_rerank_with_query_text (line 501) | def test_search_facts_candidates_can_rerank_with_query_text():

FILE: tests/test_utils.py
  function test_merge_chunk (line 4) | def test_merge_chunk():
  function test_bytes_to_json (line 12) | def test_bytes_to_json():
  function test_generate_uniq (line 37) | def test_generate_uniq():