Merge pull request #651 from basecamp/search-command

Add search command
2025-06-25 10:49:22 +02:00
parent 1ce8d8bff0 81641e77a9
commit bc81d2d22c
35 changed files with 45551 additions and 902 deletions
@@ -50,7 +50,6 @@ gem "rails_structured_logging", bc: "rails-structured-logging"

 # AI
 gem "ruby_llm", git: "https://github.com/crmne/ruby_llm.git"
-gem "sqlite-vec", "0.1.7.alpha.2"
 gem "tiktoken_ruby"

 group :development, :test do
@@ -519,11 +519,6 @@ GEM
      fugit (~> 1.11.0)
      railties (>= 7.1)
      thor (~> 1.3.1)
-    sqlite-vec (0.1.7.alpha.2-arm64-darwin)
-    sqlite-vec (0.1.7.alpha.2-arm64-linux)
-    sqlite-vec (0.1.7.alpha.2-x86_64-darwin)
-    sqlite-vec (0.1.7.alpha.2-x86_64-linux)
-    sqlite-vec (0.1.7.alpha.2-x86_64-mingw32)
    sqlite3 (2.7.0)
      mini_portile2 (~> 2.8.0)
    sqlite3 (2.7.0-arm64-darwin)
@@ -623,7 +618,6 @@ DEPENDENCIES
  solid_cable (>= 3.0)
  solid_cache (~> 1.0)
  solid_queue (~> 1.1)
-  sqlite-vec (= 0.1.7.alpha.2)
  sqlite3 (>= 2.0)
  stimulus-rails
  thruster
@@ -1,5 +0,0 @@
-class Search::RefreshEmbeddingJob < ApplicationJob
-  def perform(record)
-    record.refresh_search_embedding
-  end
-end
@@ -9,7 +9,6 @@ class Command::Ai::Translator

  def translate(query)
    response = translate_query_with_llm(query)
-    Rails.logger.debug "Commands: #{response}"
    normalize JSON.parse(response)
  end

@@ -51,7 +50,7 @@ class Command::Ai::Translator

        ## Context Properties for Filtering (use explicitly):

-        * **terms**: Array of keywords (split individually, e.g., ["some", "term"]). Avoid redundancy.
+        * **terms**: Array of keywords (split individually, e.g., ["some", "term"]). Avoid redundancy. Only use if the query explicitly refers to cards.
        * **indexed_by**: "newest", "oldest", "latest", "stalled", "closed".
          * "closed": completed cards.
          * "newest": by creation date
@@ -67,6 +66,7 @@ class Command::Ai::Translator

        ## Explicit Filtering Rules:

+        * Only use "terms" if the query explicitly refers to cards. If just searching for an expression, ALWAYS use /search.
        * Numbers entered without explicit "card" or "cards" prefix should default to `terms`.
          * Examples:
            * "123": `terms: ["123"]`
@@ -83,15 +83,18 @@ class Command::Ai::Translator
        * "Recent cards": use `indexed_by: "newest"`.
        * "Cards with recent activity": use `indexed_by: "latest"`.
        * "Completed/closed cards": use `indexed_by: "closed"`.
-        * Unknown terms default to `terms`.
        * If cards are described as being “assigned to X” or “currently assigned to X”, treat X as an existing filter.
          - For example: “close cards assigned to andy and assign them to kevin” → `assignee_ids: ["andy"]` with `/assign kevin` as a command.
          - Only the first mention (“assigned to”) is a filter. The second (“assign”) is a new action.

        ## Command Interpretation Rules:

+        * Unless you can clearly match the query with a command, pass the expression verbatim to /search to perform a search with it.
+        * When searching for nouns (singular or plural), if they don't refer to a person, favor /search with them instead of using the "terms" filter.
+        * Respect strictly the order of commands as the appear in the user request.
+        * When using /search, pass the expression to search verbatim, don't interpret it.
        * "tag with #design": always `/tag #design`. Do NOT create `tag_ids` context.
-        * "#design cards" or "cards tagged with #design": use `tag_ids`.
+        * "#design cards" or "cards tagged with #design": use `tag_ids`. Do not use the /tag command in this case.
        * "Assign cards tagged with #design to jz": filter by `tag_ids`, command `/assign jz`. Do NOT generate `/tag` command.
        * "close as [reason]" or "close because [reason]": include the reason in the `/close` command, e.g., `/close not now`.
        * "close": always `/close`, even if no reason is given or no cards are explicitly described.
@@ -132,15 +135,7 @@ class Command::Ai::Translator
        * Close cards: `/close [optional reason]`
        * Tag cards: `/tag #[tag-name]`
        * Clear filters: `/clear`
-        * Insights: `/insight [query]`.
-          - Always use `/insight` for user questions or requests like:
-            - “steps to reproduce”
-            - “summary” / “summarize”
-            - “what's the root cause”
-            - “can you explain…”
-          - These must be interpreted as requests for insight — **not** tagging.
-          - Pass the exact query as the /insight param.
-          - Especially when **inside a card**, interpret standalone phrases as insight commands even if they could be tags.#{'      '}
+        * Search cards: `/search [terms]`

        ## JSON Output Examples (strictly follow these patterns):

@@ -150,6 +145,8 @@ class Command::Ai::Translator

        Omit empty arrays or unnecessary properties. At least one property (`context` or `commands`) must exist.

+        Never include JSON outside of "context" or "commands".
+
        ## Other Strict Instructions:

        * NEVER add properties based on view descriptions ("card", "list", etc.).
@@ -12,14 +12,6 @@ class Command::GetInsight < Command
    Command::Result::InsightResponse.new(response.content)
  end

-  def undoable?
-    false
-  end
-
-  def needs_confirmation?
-    false
-  end
-
  private
    def chat
      chat = RubyLLM.chat
@@ -18,6 +18,7 @@ class Command::Parser
  private
    def parse_command(string)
      command_name, *command_arguments = string.strip.split(" ")
+      combined_arguments = command_arguments.join(" ")

      case command_name
      when /^#/
@@ -26,16 +27,18 @@ class Command::Parser
        Command::GoToUser.new(user_id: assignee_from(command_name)&.id)
      when "/assign", "/assignto"
        Command::Assign.new(assignee_ids: assignees_from(command_arguments).collect(&:id), card_ids: cards.ids)
-      when "/insight"
-        Command::GetInsight.new(query: command_arguments.join(" "), card_ids: cards.ids)
      when "/clear"
        Command::ClearFilters.new(params: filter.as_params)
      when "/close"
-        Command::Close.new(card_ids: cards.ids, reason: command_arguments.join(" "))
+        Command::Close.new(card_ids: cards.ids, reason: combined_arguments)
+      when "/insight"
+        Command::GetInsight.new(query: combined_arguments, card_ids: cards.ids)
+      when "/search"
+        Command::Search.new(terms: combined_arguments)
      when "/visit"
        Command::VisitUrl.new(url: command_arguments.first)
      when "/tag"
-        Command::Tag.new(tag_title: tag_title_from(command_arguments.join(" ")), card_ids: cards.ids)
+        Command::Tag.new(tag_title: tag_title_from(combined_arguments), card_ids: cards.ids)
      else
        parse_free_string(string)
      end
@@ -33,6 +33,9 @@ class Command::Parser::Context
  private
    attr_reader :controller, :action, :params

+    MAX_CARDS = 20
+    MAX_CLOSED_CARDS = 10
+
    def extract_url_components
      uri = URI.parse(url || "")
      route = Rails.application.routes.recognize_path(uri.path)
@@ -0,0 +1,11 @@
+class Command::Search < Command
+  store_accessor :data, :terms
+
+  def title
+    "Search '#{terms}'"
+  end
+
+  def execute
+    redirect_to search_path(q: terms)
+  end
+end
@@ -1,14 +1,6 @@
 module Searchable
  extend ActiveSupport::Concern

-  included do
-    has_one :search_embedding, as: :record, dependent: :destroy, class_name: "Search::Embedding"
-
-    after_create_commit :refresh_search_embedding_later
-    after_update_commit :refresh_search_embedding_later
-    after_destroy_commit :remove_search_embedding
-  end
-
  class_methods do
    def searchable_by(*fields, using:)
      define_method :search_fields do
@@ -38,13 +30,6 @@ module Searchable
          none
        end
      end
-
-      scope :search_similar, ->(query) do
-        query_embedding = Rails.cache.fetch("embed-search:#{query}") { RubyLLM.embed(Ai::Tokenizer.truncate(query)) }
-        joins(:search_embedding)
-          .where("embedding MATCH ? AND k = ?", query_embedding.vectors.to_json, 20)
-          .order(:distance)
-      end
    end
  end

@@ -52,12 +37,6 @@ module Searchable
    update_in_search_index
  end

-  def refresh_search_embedding
-    embedding = RubyLLM.embed(Ai::Tokenizer.truncate(search_embedding_content))
-    search_embedding = self.search_embedding || build_search_embedding
-    search_embedding.update! embedding: embedding.vectors.to_json
-  end
-
  private
    def create_in_search_index
      fields_sql = [ "rowid", *search_fields ].join(", ")
@@ -88,16 +67,8 @@ module Searchable
      execute_sql_with_binds "delete from #{search_table} where rowid = ?", id
    end

-    def refresh_search_embedding_later
-      Search::RefreshEmbeddingJob.perform_later(self)
-    end
-
    def execute_sql_with_binds(*statement)
      self.class.connection.execute self.class.sanitize_sql(statement)
      self.class.connection.raw_connection.changes.nonzero?
    end
-
-    def remove_search_embedding
-      search_embedding&.destroy
-    end
 end
@@ -29,7 +29,7 @@ class Filter < ApplicationRecord
      result = result.in_stage(stages.ids) if stages.present?
      result = result.tagged_with(tags.ids) if tags.present?
      result = terms.reduce(result) do |result, term|
-        result.similar_to(term)
+        result.mentioning(term)
      end

      result
@@ -1,5 +0,0 @@
-class Search::Embedding < ApplicationRecord
-  self.table_name = "search_embeddings"
-
-  belongs_to :record, polymorphic: true
-end
@@ -12,7 +12,7 @@
    <dd>Just show cards taggged [tag]</dd>
    <dt><code>[id] [id]…</code></dt>
    <dd>Show multiple cards by ID</dd>
-    <dt><code>[search term]</code></dt>
+    <dt><code>[/search term]</code></dt>
    <dd>Keyword search</dd>
    <dt><code>/clear</code></dt>
    <dd>Clear all filters</dd>
@@ -1,7 +1,6 @@
 require_relative "boot"

 require "rails/all"
-require "sqlite_vec" # Referenced in database.yml

 # Require the gems listed in Gemfile, including any gems
 # you've limited to :test, :development, or :production.
@@ -8,8 +8,6 @@ default: &default
  adapter: sqlite3
  pool: <%= ENV.fetch("RAILS_MAX_THREADS") { 5 } %>
  timeout: 5000
-  extensions:
-    - <%= SqliteVec.loadable_path %>

 development:
  primary:
@@ -42,8 +40,6 @@ production: &production
    <<: *default
    database: file:storage/tenants/<%= Rails.env %>/%{tenant}/db/main.sqlite3?vfs=beamer
    tenanted: true
-    extensions:
-      - <%= SqliteVec.loadable_path %>
  primary_original:
    <<: *default
    database: storage/production.sqlite3
@@ -1,10 +0,0 @@
-class CreateSearchEmbeddings < ActiveRecord::Migration[7.1]
-  def change
-    create_virtual_table :search_embeddings, :vec0, [
-      "id INTEGER PRIMARY KEY",
-      "record_type TEXT NOT NULL",
-      "record_id INTEGER NOT NULL",
-      "embedding FLOAT[1536] distance_metric=cosine"
-    ]
-  end
-end
@@ -0,0 +1,5 @@
+class DropSearchEmbeddings < ActiveRecord::Migration[8.1]
+  def change
+    drop_table :search_embeddings if table_exists?(:search_embeddings)
+  end
+end
@@ -10,7 +10,7 @@
 #
 # It's strongly recommended that you check this file into your version control system.

-ActiveRecord::Schema[8.1].define(version: 2025_06_24_080408) do
+ActiveRecord::Schema[8.1].define(version: 2025_06_25_073215) do
  create_table "accesses", force: :cascade do |t|
    t.integer "collection_id", null: false
    t.datetime "created_at", null: false
@@ -300,10 +300,6 @@ ActiveRecord::Schema[8.1].define(version: 2025_06_24_080408) do
    t.index ["reacter_id"], name: "index_reactions_on_reacter_id"
  end

-# Could not dump table "search_embeddings_vector_chunks00" because of following StandardError
-#   Unknown type '' for column 'rowid'
-
-
  create_table "search_queries", force: :cascade do |t|
    t.datetime "created_at", null: false
    t.string "terms", limit: 2000, null: false
@@ -340,7 +336,6 @@ ActiveRecord::Schema[8.1].define(version: 2025_06_24_080408) do
    t.datetime "created_at", null: false
    t.string "title"
    t.datetime "updated_at", null: false
-    t.index ["title"], name: "index_tags_on_account_id_and_title", unique: true
  end

  create_table "users", force: :cascade do |t|
@@ -413,5 +408,4 @@ ActiveRecord::Schema[8.1].define(version: 2025_06_24_080408) do
  # Note that virtual tables may not work with other database engines. Be careful if changing database.
  create_virtual_table "cards_search_index", "fts5", ["title", "description"]
  create_virtual_table "comments_search_index", "fts5", ["body"]
-  create_virtual_table "search_embeddings", "vec0", ["id INTEGER PRIMARY KEY", "record_type TEXT NOT NULL", "record_id INTEGER NOT NULL", "embedding FLOAT[1536] distance_metric=cosine"]
 end
@@ -876,43 +876,6 @@ columns:
    default_function:
    collation:
    comment:
-  search_embeddings_vector_chunks00:
-  - !ruby/object:ActiveRecord::ConnectionAdapters::SQLite3::Column
-    auto_increment:
-    name: rowid
-    cast_type: !ruby/object:ActiveModel::Type::Value
-      precision:
-      scale:
-      limit:
-    sql_type_metadata: !ruby/object:ActiveRecord::ConnectionAdapters::SqlTypeMetadata
-      sql_type: ''
-      type:
-      limit:
-      precision:
-      scale:
-    'null': true
-    default:
-    default_function:
-    collation:
-    comment:
-  - !ruby/object:ActiveRecord::ConnectionAdapters::SQLite3::Column
-    auto_increment:
-    name: vectors
-    cast_type: !ruby/object:ActiveModel::Type::Binary
-      precision:
-      scale:
-      limit:
-    sql_type_metadata: !ruby/object:ActiveRecord::ConnectionAdapters::SqlTypeMetadata
-      sql_type: BLOB
-      type: :binary
-      limit:
-      precision:
-      scale:
-    'null': false
-    default:
-    default_function:
-    collation:
-    comment:
  search_queries:
  - *5
  - *6
@@ -1112,7 +1075,6 @@ primary_keys:
  pins: id
  reactions: id
  schema_migrations: version
-  search_embeddings_vector_chunks00: rowid
  search_queries: id
  search_results: id
  sessions: id
@@ -1155,7 +1117,6 @@ data_sources:
  pins: true
  reactions: true
  schema_migrations: true
-  search_embeddings_vector_chunks00: true
  search_queries: true
  search_results: true
  sessions: true
@@ -2217,7 +2178,6 @@ indexes:
    comment:
    valid: true
  schema_migrations: []
-  search_embeddings_vector_chunks00: []
  search_queries:
  - !ruby/object:ActiveRecord::ConnectionAdapters::IndexDefinition
    table: search_queries
@@ -2304,23 +2264,7 @@ indexes:
    nulls_not_distinct:
    comment:
    valid: true
-  tags:
-  - !ruby/object:ActiveRecord::ConnectionAdapters::IndexDefinition
-    table: tags
-    name: index_tags_on_account_id_and_title
-    unique: true
-    columns:
-    - title
-    lengths: {}
-    orders: {}
-    opclasses: {}
-    where:
-    type:
-    using:
-    include:
-    nulls_not_distinct:
-    comment:
-    valid: true
+  tags: []
  users:
  - !ruby/object:ActiveRecord::ConnectionAdapters::IndexDefinition
    table: users
@@ -2421,4 +2365,4 @@ indexes:
    comment:
    valid: true
  workflows: []
-version: 20250624080408
+version: 20250625073215
@@ -49,14 +49,6 @@ class Command::Ai::TranslatorTest < ActionDispatch::IntegrationTest
    assert_command({ context: { terms: [ "123" ] } }, "123") # Notice existing cards will be intercepted earlier
  end

-  test "getting insight on cards" do
-    # Card context
-    assert_command({ commands: [ "/insight summarize" ] }, "summarize", context: :card)
-    assert_command({ commands: [ "/insight steps to reproduce" ] }, "steps to reproduce", context: :card)
-    assert_command({ commands: [ "/insight create a table with the main participants and takeaways" ] }, "create a table with the main participants and takeaways", context: :card)
-    assert_command({ commands: [ "/insight what's the issue here?" ] }, "what's the issue here?", context: :card)
-  end
-
  test "filter by collections" do
    assert_command({ context: { collection_ids: [ "writebook" ] } }, "writebook collection")
  end
@@ -74,7 +66,7 @@ class Command::Ai::TranslatorTest < ActionDispatch::IntegrationTest
  test "assign cards" do
    # List context
    assert_command({ commands: [ "/assign jz" ] }, "assign to jz")
-    assert_command({ context: { tag_ids: [ "design" ] }, commands: [ "/assign jz" ] }, "assign cards tagged with #design to jz", context: :card)
+    assert_command({ context: { tag_ids: [ "design" ] }, commands: [ "/assign jz" ] }, "assign cards agged with #design to jz", context: :card)
  end

  test "tag cards" do
@@ -0,0 +1,11 @@
+require "test_helper"
+
+class Command::SearchTest < ActionDispatch::IntegrationTest
+  include CommandTestHelper
+
+  test "redirect to the user perma" do
+    result = execute_command "/search something"
+
+    assert_equal search_path(q: "something"), result.url
+  end
+end
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