Improve Godoc

collection.go

@@ -417,7 +417,7 @@ func (c *Collection) Query(ctx context.Context, queryText string, nResults int,
 
 // QueryWithOptions performs an exhaustive nearest neighbor search on the collection.
 //
-//   - options: The options for the query. See QueryOptions for more information.
+//   - options: The options for the query. See [QueryOptions] for more information.
 func (c *Collection) QueryWithOptions(ctx context.Context, options QueryOptions) ([]Result, error) {
 	if options.QueryText == "" && len(options.QueryEmbedding) == 0 {
 		return nil, errors.New("QueryText and QueryEmbedding options are empty")

db.go

@@ -62,8 +62,9 @@ func NewDB() *DB {
 // will make this configurable (encoding, async writes, WAL-based writes, etc.).
 //
 // In addition to persistence for each added collection and document you can use
-// [DB.Export] and [DB.Import] to export and import the entire DB to/from a file,
-// which also works for the pure in-memory DB.
+// [DB.ExportToFile] / [DB.ExportToWriter] and [DB.ImportFromFile] /
+// [DB.ImportFromReader] to export and import the entire DB to/from a file or
+// writer/reader, which also works for the pure in-memory DB.
 func NewPersistentDB(path string, compress bool) (*DB, error) {
 	if path == "" {
 		path = "./chromem-go"
@@ -284,6 +285,9 @@ func (db *DB) ImportFromFile(filePath string, encryptionKey string, collections
 // This works for both the in-memory and persistent DBs.
 // Existing collections are overwritten.
 // If the writer has to be closed, it's the caller's responsibility.
+// This can be used to import DBs from object storage like S3. See
+// https://github.com/philippgille/chromem-go/tree/main/examples/s3-export-import
+// for an example.
 //
 //   - reader: An implementation of [io.ReadSeeker]
 //   - encryptionKey: Optional, must be 32 bytes long if provided
@@ -432,6 +436,9 @@ func (db *DB) ExportToFile(filePath string, compress bool, encryptionKey string,
 // optionally compressed with flate (as gzip) and optionally encrypted with AES-GCM.
 // This works for both the in-memory and persistent DBs.
 // If the writer has to be closed, it's the caller's responsibility.
+// This can be used to export DBs to object storage like S3. See
+// https://github.com/philippgille/chromem-go/tree/main/examples/s3-export-import
+// for an example.
 //
 //   - writer: An implementation of [io.Writer]
 //   - compress: Optional. Compresses as gzip if true.
@@ -509,7 +516,7 @@ func (db *DB) CreateCollection(name string, metadata map[string]string, embeddin
 // ListCollections returns all collections in the DB, mapping name->Collection.
 // The returned map is a copy of the internal map, so it's safe to directly modify
 // the map itself. Direct modifications of the map won't reflect on the DB's map.
-// To do that use the DB's methods like CreateCollection() and DeleteCollection().
+// To do that use the DB's methods like [DB.CreateCollection] and [DB.DeleteCollection].
 // The map is not an entirely deep clone, so the collections themselves are still
 // the original ones. Any methods on the collections like Add() for adding documents
 // will be reflected on the DB's collections and are concurrency-safe.