Repository Analysis

meilisearch/meilisearch

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

1.8 Likely human-written View on GitHub
1.8
Adjusted Score
1.8
Raw Score
100%
Time Factor
2026-05-29
Last Push
57,841
Stars
Rust
Language
266,095
Lines of Code
818
Files
435
Pattern Hits
2026-05-31
Scan Date

Score History

Severity Breakdown

CRITICAL 4HIGH 3MEDIUM 5LOW 423

Pattern Findings

435 matches across 9 categories. Click a row to expand file-level details.

Over-Commented Block405 hits · 394 pts
SeverityFileLineSnippet
LOWBENCHMARKS.md121They are JSON files with the following structure (comments are not actually supported, to make your own, remove them or
LOWBENCHMARKS.md141 "assets": {
LOWconfig.toml1# This file shows the default configuration of Meilisearch.
LOWconfig.toml21# All gathered data is used solely for the purpose of improving Meilisearch, and can be deleted at any time.
LOWconfig.toml41
LOWconfig.toml61
LOWconfig.toml81# Prevents a Meilisearch instance from throwing an error when `import_snapshot` does not point to a valid snapshot file.
LOWconfig.toml101
LOWconfig.toml121
LOWexternal-crates/async-openai/src/error.rs1//! Errors originating from API calls, parsing responses, and reading-or-writing to the file system.
LOWexternal-crates/async-openai/src/lib.rs1//! Rust library for OpenAI
LOWexternal-crates/async-openai/src/lib.rs21//! let client = Client::with_config(http_client::policy::IpPolicy::danger_always_allow(), config);
LOWexternal-crates/async-openai/src/lib.rs41//! let client = Client::new(http_client::policy::IpPolicy::danger_always_allow());
LOWexternal-crates/async-openai/src/lib.rs61//!
LOWexternal-crates/async-openai/src/lib.rs81//! // Note that `async-openai` only implements OpenAI spec
LOWexternal-crates/async-openai/src/lib.rs101
LOWexternal-crates/async-openai/src/lib.rs121// mod project_service_accounts;
LOWexternal-crates/async-openai/src/lib.rs141pub use client::Client;
LOWexternal-crates/async-openai/src/lib.rs161// pub use users::Users;
LOWexternal-crates/async-openai/src/completion.rs41 }
LOWexternal-crates/async-openai/src/uploads.rs21 ///
LOWexternal-crates/async-openai/src/chat.rs21
LOWexternal-crates/async-openai/src/file.rs21 /// Upload a file that can be used across various endpoints. Individual files can be up to 512 MB, and the size of a
LOW…rnal-crates/async-openai/src/types/assistant_stream.rs21/// We emit events whenever a new object is created, transitions to a new state, or is being
LOW…rnal-crates/async-openai/src/types/assistant_stream.rs41 ThreadRunCreated(RunObject),
LOW…rnal-crates/async-openai/src/types/assistant_stream.rs61 #[serde(rename = "thread.run.cancelling")]
LOW…rnal-crates/async-openai/src/types/assistant_stream.rs81 /// Occurs when a [run step](https://platform.openai.com/docs/api-reference/run-steps/step-object) fails.
LOWexternal-crates/async-openai/src/types/batch.rs1use std::collections::HashMap;
LOWexternal-crates/async-openai/src/types/assistant.rs61 /// The default strategy. This strategy currently uses a `max_chunk_size_tokens` of `800` and `chunk_overlap_tokens`
LOWexternal-crates/async-openai/src/types/assistant.rs81#[derive(Clone, Serialize, Debug, Deserialize, PartialEq)]
LOWexternal-crates/async-openai/src/types/assistant.rs101 pub tool_resources: Option<AssistantToolResources>,
LOWexternal-crates/async-openai/src/types/assistant.rs181
LOWexternal-crates/async-openai/src/types/assistant.rs221 ///
LOWexternal-crates/async-openai/src/types/assistant.rs241 /// The name of the assistant. The maximum length is 256 characters.
LOWexternal-crates/async-openai/src/types/moderation.rs41 /// Either a URL of the image or the base64 encoded image data
LOWexternal-crates/async-openai/src/types/moderation.rs61}
LOWexternal-crates/async-openai/src/types/moderation.rs81 pub illicit: bool,
LOWexternal-crates/async-openai/src/types/moderation.rs101 /// Content that depicts death, violence, or physical injury in graphic detail.
LOWexternal-crates/async-openai/src/types/moderation.rs121 /// The score for the category 'illicit/violent'.
LOWexternal-crates/async-openai/src/types/embedding.rs21 Float,
LOWexternal-crates/async-openai/src/types/fine_tuning.rs61 /// Scaling factor for the learning rate. A smaller learning rate may be useful to avoid
LOWexternal-crates/async-openai/src/types/fine_tuning.rs81 /// See [upload file](https://platform.openai.com/docs/api-reference/files/create) for how to upload a file.
LOWexternal-crates/async-openai/src/types/fine_tuning.rs101 /// The ID of an uploaded file that contains validation data.
LOWexternal-crates/async-openai/src/types/fine_tuning.rs161}
LOWexternal-crates/async-openai/src/types/fine_tuning.rs201}
LOWexternal-crates/async-openai/src/types/completion.rs21 /// The prompt(s) to generate completions for, encoded as a string, array of strings, array of tokens, or array of t
LOWexternal-crates/async-openai/src/types/completion.rs41 #[serde(skip_serializing_if = "Option::is_none")]
LOWexternal-crates/async-openai/src/types/completion.rs61
LOWexternal-crates/async-openai/src/types/completion.rs81 /// [See more information about frequency and presence penalties.](https://platform.openai.com/docs/guides/text-gene
LOWexternal-crates/async-openai/src/types/completion.rs101 /// Accepts a json object that maps tokens (specified by their token ID in the GPT tokenizer) to an associated bias
LOWexternal-crates/async-openai/src/types/upload.rs1use crate::error::OpenAIError;
LOWexternal-crates/async-openai/src/types/run.rs181#[derive(Clone, Serialize, Default, Debug, Deserialize, Builder, PartialEq)]
LOWexternal-crates/async-openai/src/types/audit_log.rs141 /// The details for events with the type `api_key.created`.
LOWexternal-crates/async-openai/src/types/audit_log.rs161 pub login_failed: Option<AuditLogLoginFailed>,
LOWexternal-crates/async-openai/src/types/audit_log.rs181 #[serde(rename = "service_account.updated")]
LOWexternal-crates/async-openai/src/types/image.rs61
LOWexternal-crates/async-openai/src/types/image.rs81 /// The model to use for image generation.
LOWexternal-crates/async-openai/src/types/image.rs101 pub size: Option<ImageSize>,
LOWexternal-crates/async-openai/src/types/project_users.rs41#[builder(name = "ProjectUserCreateRequestArgs")]
LOWexternal-crates/async-openai/src/types/audio.rs181#[builder(setter(into, strip_option), default)]
345 more matches not shown…
Hallucination Indicators4 hits · 40 pts
SeverityFileLineSnippet
CRITICALcrates/index-scheduler/src/dump.rs54 self.index_scheduler.queue.batches.all_batches.put(&mut self.wtxn, &batch.uid, &batch)?;
CRITICALcrates/index-scheduler/src/dump.rs249 self.index_scheduler.queue.tasks.all_tasks.put(&mut self.wtxn, &task.uid, &task)?;
CRITICALcrates/index-scheduler/src/dump.rs311 self.index_scheduler.queue.tasks.index_tasks.put(&mut self.wtxn, &index, &bitmap)?;
CRITICALcrates/index-scheduler/src/dump.rs321 self.index_scheduler.queue.batches.index_tasks.put(&mut self.wtxn, &index, &bitmap)?;
AI Slop Vocabulary5 hits · 15 pts
SeverityFileLineSnippet
MEDIUMexternal-crates/async-openai/src/types/chat.rs835 /// - If set to 'auto', the system will utilize scale tier credits until they are exhausted.
MEDIUMcrates/milli/src/update/chat.rs21 #[schema(value_type = Option<String>, default = json!(""), example = json!("A comprehensive movie database containin
MEDIUMcrates/meilisearch-types/src/webhooks.rs16 // headers are case insensitive, so to make the redaction robust we iterate over qualifying headers
MEDIUMcrates/meilisearch-types/src/settings.rs351 #[schema(value_type = Option<ChatSettings>, default = json!({}), example = json!({ "description": "A comprehensive m
MEDIUM.github/workflows/check-openapi-file.yml58 # Lints the OpenAPI file for best practices (descriptions, examples, naming conventions, etc.)
Synthetic Comment Markers2 hits · 12 pts
SeverityFileLineSnippet
HIGHREADME.md64- **[Conversational search](https://www.meilisearch.com/docs/capabilities/conversational_search/overview):** let users a
HIGHexternal-crates/async-openai/src/types/fine_tuning.rs175 /// default tags are generated by OpenAI: "openai/finetune", "openai/{base-model}", "openai/{ftjob-abcdef}".
Fake / Example Data8 hits · 8 pts
SeverityFileLineSnippet
LOWcrates/milli/src/lib.rs416 "name": "John Doe",
LOWcrates/milli/src/lib.rs428 { "name": "John Doe" },
LOWcrates/meilisearch/tests/documents/add_documents.rs2740 "content": "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec metus erat, consequat in blandit
LOWcrates/meilisearch/tests/documents/add_documents.rs2740 "content": "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec metus erat, consequat in blandit
LOWcrates/meilisearch/tests/assets/test_set.json200 "about": "Consectetur occaecat dolore esse eiusmod enim ea aliqua eiusmod amet velit laborum. Velit quis consequat c
LOWcrates/meilisearch/tests/assets/test_set.json417 "about": "Et velit cupidatat velit incididunt mollit. Occaecat do labore aliqua dolore excepteur occaecat ut veniam
LOWcrates/meilisearch/tests/assets/test_set.json1120 "about": "Occaecat officia veniam consectetur aliqua laboris dolor irure nulla. Lorem ipsum sit nisi veniam mollit e
LOWcrates/meilisearch/tests/assets/test_set.json1363 "about": "Non ad ipsum elit commodo fugiat Lorem ipsum reprehenderit. Commodo incididunt officia cillum eiusmod offi
Slop Phrases5 hits · 8 pts
SeverityFileLineSnippet
LOWcrates/milli/src/update/new/extract/cache.rs544 // Don't forget to put the first entry back into the heap.
LOW…i/src/update/new/indexer/post_processing/facet_bulk.rs118 // We also don't forget to store the group size corresponding
LOW…i/src/update/new/indexer/post_processing/facet_bulk.rs139 // We don't forget to store the group size corresponding
LOWcrates/milli/src/update/facet/bulk.rs238 // don't forget to give the leftover bitmaps as well
LOWcrates/milli/src/update/facet/bulk.rs314 // don't forget to insert the leftover elements into the writer as well
Magic Placeholder Names1 hit · 8 pts
SeverityFileLineSnippet
HIGHcrates/milli/src/vector/settings.rs287 #[schema(value_type = Option<String>, example = json!("your-api-key"))]
Verbosity Indicators4 hits · 6 pts
SeverityFileLineSnippet
LOWcrates/meilisearch/tests/search/filters.rs607 // Step 1: Add a filterable attribute with BOTH comparison and equality features
LOWcrates/meilisearch/tests/search/filters.rs620 // Step 2: Add documents
LOWcrates/meilisearch/tests/search/filters.rs625 // Step 3: Remove the comparison feature but keep equality
LOWcrates/meilisearch/tests/search/filters.rs638 // Step 4: Test that equality filter still works
Redundant / Tautological Comments1 hit · 2 pts
SeverityFileLineSnippet
LOW.github/workflows/publish-release-assets.yml20 # Check if the tag has the v<nmumber>.<number>.<number> format.