feat: auto create missing correspondents

README.md

@@ -134,7 +134,7 @@ If you prefer to run the application manually:
 ### Environment Variables
 
 | Variable                   | Description                                                                                                                            | Required |
-|-----------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------|----------|
+|----------------------------|----------------------------------------------------------------------------------------------------------------------------------------|----------|
 | `PAPERLESS_BASE_URL`       | The base URL of your paperless-ngx instance (e.g., `http://paperless-ngx:8000`).                                                       | Yes      |
 | `PAPERLESS_API_TOKEN`      | API token for accessing paperless-ngx. You can generate one in the paperless-ngx admin interface.                                      | Yes      |
 | `LLM_PROVIDER`             | The LLM provider to use (`openai` or `ollama`).                                                                                        | Yes      |
@@ -145,6 +145,7 @@ If you prefer to run the application manually:
 | `VISION_LLM_PROVIDER`      | The vision LLM provider to use for OCR (`openai` or `ollama`).                                                                         | No       |
 | `VISION_LLM_MODEL`         | The model name to use for OCR (e.g., `minicpm-v`).                                                                                     | No       |
 | `LOG_LEVEL`                | The log level for the application (`info`, `debug`, `warn`, `error`). Default is `info`.                                               | No       |
+| `CORRESPONDENT_BLACK_LIST` | A comma-separated list of names to exclude from the correspondents suggestions. Example: `John Doe, Jane Smith`.                       | No       |
 
 **Note:** When using Ollama, ensure that the Ollama server is running and accessible from the paperless-gpt container.
 

app_http_handlers.go

@@ -97,7 +97,7 @@ func (app *App) getAllTagsHandler(c *gin.Context) {
 func (app *App) documentsHandler(c *gin.Context) {
 	ctx := c.Request.Context()
 
-	documents, err := app.Client.GetDocumentsByTags(ctx, []string{manualTag})
+	documents, err := app.Client.GetDocumentsByTags(ctx, []string{manualTag}, 25)
 	if err != nil {
 		c.JSON(http.StatusInternalServerError, gin.H{"error": fmt.Sprintf("Error fetching documents: %v", err)})
 		log.Errorf("Error fetching documents: %v", err)

app_llm.go

@@ -10,6 +10,46 @@ import (
 	"github.com/tmc/langchaingo/llms"
 )
 
+// getSuggestedCorrespondent generates a suggested correspondent for a document using the LLM
+func (app *App) getSuggestedCorrespondent(ctx context.Context, content string, suggestedTitle string, availableCorrespondents []string, correspondentBlackList []string) (string, error) {
+	likelyLanguage := getLikelyLanguage()
+
+	templateMutex.RLock()
+	defer templateMutex.RUnlock()
+
+	var promptBuffer bytes.Buffer
+	err := correspondentTemplate.Execute(&promptBuffer, map[string]interface{}{
+		"Language":                likelyLanguage,
+		"AvailableCorrespondents": availableCorrespondents,
+		"BlackList":               correspondentBlackList,
+		"Title":                   suggestedTitle,
+		"Content":                 content,
+	})
+	if err != nil {
+		return "", fmt.Errorf("error executing correspondent template: %v", err)
+	}
+
+	prompt := promptBuffer.String()
+	log.Debugf("Correspondent suggestion prompt: %s", prompt)
+
+	completion, err := app.LLM.GenerateContent(ctx, []llms.MessageContent{
+		{
+			Parts: []llms.ContentPart{
+				llms.TextContent{
+					Text: prompt,
+				},
+			},
+			Role: llms.ChatMessageTypeHuman,
+		},
+	})
+	if err != nil {
+		return "", fmt.Errorf("error getting response from LLM: %v", err)
+	}
+
+	response := strings.TrimSpace(completion.Choices[0].Content)
+	return response, nil
+}
+
 // getSuggestedTags generates suggested tags for a document using the LLM
 func (app *App) getSuggestedTags(ctx context.Context, content string, suggestedTitle string, availableTags []string) ([]string, error) {
 	likelyLanguage := getLikelyLanguage()
@@ -154,6 +194,18 @@ func (app *App) generateDocumentSuggestions(ctx context.Context, suggestionReque
 		availableTagNames = append(availableTagNames, tagName)
 	}
 
+	// Prepare a list of document correspodents
+	availableCorrespondentsMap, err := app.Client.GetAllCorrespondents(ctx)
+	if err != nil {
+		return nil, fmt.Errorf("failed to fetch available correspondents: %v", err)
+	}
+
+	// Prepare a list of correspondent names
+	availableCorrespondentNames := make([]string, 0, len(availableCorrespondentsMap))
+	for correspondentName := range availableCorrespondentsMap {
+		availableCorrespondentNames = append(availableCorrespondentNames, correspondentName)
+	}
+
 	documents := suggestionRequest.Documents
 	documentSuggestions := []DocumentSuggestion{}
 
@@ -175,6 +227,7 @@ func (app *App) generateDocumentSuggestions(ctx context.Context, suggestionReque
 
 			var suggestedTitle string
 			var suggestedTags []string
+			var suggestedCorrespondent string
 
 			if suggestionRequest.GenerateTitles {
 				suggestedTitle, err = app.getSuggestedTitle(ctx, content)
@@ -198,6 +251,18 @@ func (app *App) generateDocumentSuggestions(ctx context.Context, suggestionReque
 				}
 			}
 
+			if suggestionRequest.GenerateCorrespondents {
+				suggestedCorrespondent, err = app.getSuggestedCorrespondent(ctx, content, suggestedTitle, availableCorrespondentNames, correspondentBlackList)
+				if err != nil {
+					mu.Lock()
+					errorsList = append(errorsList, fmt.Errorf("Document %d: %v", documentID, err))
+					mu.Unlock()
+					log.Errorf("Error generating correspondents for document %d: %v", documentID, err)
+					return
+				}
+
+			}
+
 			mu.Lock()
 			suggestion := DocumentSuggestion{
 				ID:               documentID,
@@ -218,6 +283,15 @@ func (app *App) generateDocumentSuggestions(ctx context.Context, suggestionReque
 			} else {
 				suggestion.SuggestedTags = removeTagFromList(doc.Tags, manualTag)
 			}
+
+			// Correspondents
+			if suggestionRequest.GenerateCorrespondents {
+				log.Printf("Suggested correspondent for document %d: %s", documentID, suggestedCorrespondent)
+				suggestion.SuggestedCorrespondent = suggestedCorrespondent
+			} else {
+				suggestion.SuggestedCorrespondent = ""
+			}
+
 			documentSuggestions = append(documentSuggestions, suggestion)
 			mu.Unlock()
 			log.Printf("Document %d processed successfully.", documentID)

main.go

@@ -36,10 +36,12 @@ var (
 	visionLlmProvider      = os.Getenv("VISION_LLM_PROVIDER")
 	visionLlmModel         = os.Getenv("VISION_LLM_MODEL")
 	logLevel               = strings.ToLower(os.Getenv("LOG_LEVEL"))
+	correspondentBlackList = strings.Split(os.Getenv("CORRESPONDENT_BLACK_LIST"), ",")
 
 	// Templates
 	titleTemplate         *template.Template
 	tagTemplate           *template.Template
+	correspondentTemplate *template.Template
 	ocrTemplate           *template.Template
 	templateMutex         sync.RWMutex
 
@@ -65,6 +67,34 @@ Content:
 
 Please concisely select the {{.Language}} tags from the list above that best describe the document.
 Be very selective and only choose the most relevant tags since too many tags will make the document less discoverable.
+`
+
+	defaultCorrespondentTemplate = `I will provide you with the content of a document. Your task is to suggest a correspondent that is most relevant to the document.
+
+Correspondents are the senders of documents that reach you. In the other direction, correspondents are the recipients of documents that you send.
+In Paperless-ngx we can imagine correspondents as virtual drawers in which all documents of a person or company are stored. With just one click, we can find all the documents assigned to a specific correspondent.
+Try to suggest a correspondent, either from the example list or come up with a new correspondent.
+
+Respond only with a correspondent, without any additional information!
+
+Be sure to choose a correspondent that is most relevant to the document.
+Try to avoid any legal or financial suffixes like "GmbH" or "AG" in the correspondent name. For example use "Microsoft" instead of "Microsoft Ireland Operations Limited" or "Amazon" instead of "Amazon EU S.a.r.l.".
+
+If you can't find a suitable correspondent, you can respond with "Unknown".
+
+Example Correspondents:
+{{.AvailableCorrespondents | join ", "}}
+
+List of Correspondents with Blacklisted Names. Please avoid these correspondents or variations of their names:
+{{.BlackList | join ", "}}
+
+Title of the document:
+{{.Title}}
+
+The content is likely in {{.Language}}.
+
+Document Content:
+{{.Content}}
 `
 
 	defaultOcrPrompt = `Just transcribe the text in this image and preserve the formatting and layout (high quality OCR). Do that for ALL the text in the image. Be thorough and pay attention. This is very important. The image is from a text document so be sure to continue until the bottom of the page. Thanks a lot! You tend to forget about some text in the image so please focus! Use markdown format.`
@@ -243,7 +273,7 @@ func validateEnvVars() {
 func (app *App) processAutoTagDocuments() (int, error) {
 	ctx := context.Background()
 
-	documents, err := app.Client.GetDocumentsByTags(ctx, []string{autoTag})
+	documents, err := app.Client.GetDocumentsByTags(ctx, []string{autoTag}, 1)
 	if err != nil {
 		return 0, fmt.Errorf("error fetching documents with autoTag: %w", err)
 	}
@@ -255,12 +285,11 @@ func (app *App) processAutoTagDocuments() (int, error) {
 
 	log.Debugf("Found at least %d remaining documents with tag %s", len(documents), autoTag)
 
-	documents = documents[:1] // Process only one document at a time
-
 	suggestionRequest := GenerateSuggestionsRequest{
 		Documents:              documents,
 		GenerateTitles:         true,
 		GenerateTags:           true,
+		GenerateCorrespondents: true,
 	}
 
 	suggestions, err := app.generateDocumentSuggestions(ctx, suggestionRequest)
@@ -337,6 +366,21 @@ func loadTemplates() {
 		log.Fatalf("Failed to parse tag template: %v", err)
 	}
 
+	// Load correspondent template
+	correspondentTemplatePath := filepath.Join(promptsDir, "correspondent_prompt.tmpl")
+	correspondentTemplateContent, err := os.ReadFile(correspondentTemplatePath)
+	if err != nil {
+		log.Errorf("Could not read %s, using default template: %v", correspondentTemplatePath, err)
+		correspondentTemplateContent = []byte(defaultCorrespondentTemplate)
+		if err := os.WriteFile(correspondentTemplatePath, correspondentTemplateContent, os.ModePerm); err != nil {
+			log.Fatalf("Failed to write default correspondent template to disk: %v", err)
+		}
+	}
+	correspondentTemplate, err = template.New("correspondent").Funcs(sprig.FuncMap()).Parse(string(correspondentTemplateContent))
+	if err != nil {
+		log.Fatalf("Failed to parse correspondent template: %v", err)
+	}
+
 	// Load OCR template
 	ocrTemplatePath := filepath.Join(promptsDir, "ocr_prompt.tmpl")
 	ocrTemplateContent, err := os.ReadFile(ocrTemplatePath)

paperless.go

@@ -39,29 +39,29 @@ func NewPaperlessClient(baseURL, apiToken string) *PaperlessClient {
 }
 
 // Do method to make requests to the Paperless-NGX API
-func (c *PaperlessClient) Do(ctx context.Context, method, path string, body io.Reader) (*http.Response, error) {
+func (client *PaperlessClient) Do(ctx context.Context, method, path string, body io.Reader) (*http.Response, error) {
-	url := fmt.Sprintf("%s/%s", c.BaseURL, strings.TrimLeft(path, "/"))
+	url := fmt.Sprintf("%s/%s", client.BaseURL, strings.TrimLeft(path, "/"))
 	req, err := http.NewRequestWithContext(ctx, method, url, body)
 	if err != nil {
 		return nil, err
 	}
-	req.Header.Set("Authorization", fmt.Sprintf("Token %s", c.APIToken))
+	req.Header.Set("Authorization", fmt.Sprintf("Token %s", client.APIToken))
 
 	// Set Content-Type if body is present
 	if body != nil {
 		req.Header.Set("Content-Type", "application/json")
 	}
 
-	return c.HTTPClient.Do(req)
+	return client.HTTPClient.Do(req)
 }
 
 // GetAllTags retrieves all tags from the Paperless-NGX API
-func (c *PaperlessClient) GetAllTags(ctx context.Context) (map[string]int, error) {
+func (client *PaperlessClient) GetAllTags(ctx context.Context) (map[string]int, error) {
 	tagIDMapping := make(map[string]int)
 	path := "api/tags/"
 
 	for path != "" {
-		resp, err := c.Do(ctx, "GET", path, nil)
+		resp, err := client.Do(ctx, "GET", path, nil)
 		if err != nil {
 			return nil, err
 		}
@@ -92,8 +92,8 @@ func (c *PaperlessClient) GetAllTags(ctx context.Context) (map[string]int, error
 		// Extract relative path from the Next URL
 		if tagsResponse.Next != "" {
 			nextURL := tagsResponse.Next
-			if strings.HasPrefix(nextURL, c.BaseURL) {
+			if strings.HasPrefix(nextURL, client.BaseURL) {
-				nextURL = strings.TrimPrefix(nextURL, c.BaseURL+"/")
+				nextURL = strings.TrimPrefix(nextURL, client.BaseURL+"/")
 			}
 			path = nextURL
 		} else {
@@ -105,15 +105,15 @@ func (c *PaperlessClient) GetAllTags(ctx context.Context) (map[string]int, error
 }
 
 // GetDocumentsByTags retrieves documents that match the specified tags
-func (c *PaperlessClient) GetDocumentsByTags(ctx context.Context, tags []string) ([]Document, error) {
+func (client *PaperlessClient) GetDocumentsByTags(ctx context.Context, tags []string, pageSize int) ([]Document, error) {
 	tagQueries := make([]string, len(tags))
 	for i, tag := range tags {
 		tagQueries[i] = fmt.Sprintf("tag:%s", tag)
 	}
 	searchQuery := strings.Join(tagQueries, " ")
-	path := fmt.Sprintf("api/documents/?query=%s", urlEncode(searchQuery))
+	path := fmt.Sprintf("api/documents/?query=%s&page_size=%d", urlEncode(searchQuery), pageSize)
 
-	resp, err := c.Do(ctx, "GET", path, nil)
+	resp, err := client.Do(ctx, "GET", path, nil)
 	if err != nil {
 		return nil, err
 	}
@@ -130,7 +130,7 @@ func (c *PaperlessClient) GetDocumentsByTags(ctx context.Context, tags []string)
 		return nil, err
 	}
 
-	allTags, err := c.GetAllTags(ctx)
+	allTags, err := client.GetAllTags(ctx)
 	if err != nil {
 		return nil, err
 	}
@@ -159,9 +159,9 @@ func (c *PaperlessClient) GetDocumentsByTags(ctx context.Context, tags []string)
 }
 
 // DownloadPDF downloads the PDF file of the specified document
-func (c *PaperlessClient) DownloadPDF(ctx context.Context, document Document) ([]byte, error) {
+func (client *PaperlessClient) DownloadPDF(ctx context.Context, document Document) ([]byte, error) {
 	path := fmt.Sprintf("api/documents/%d/download/", document.ID)
-	resp, err := c.Do(ctx, "GET", path, nil)
+	resp, err := client.Do(ctx, "GET", path, nil)
 	if err != nil {
 		return nil, err
 	}
@@ -175,9 +175,9 @@ func (c *PaperlessClient) DownloadPDF(ctx context.Context, document Document) ([
 	return io.ReadAll(resp.Body)
 }
 
-func (c *PaperlessClient) GetDocument(ctx context.Context, documentID int) (Document, error) {
+func (client *PaperlessClient) GetDocument(ctx context.Context, documentID int) (Document, error) {
 	path := fmt.Sprintf("api/documents/%d/", documentID)
-	resp, err := c.Do(ctx, "GET", path, nil)
+	resp, err := client.Do(ctx, "GET", path, nil)
 	if err != nil {
 		return Document{}, err
 	}
@@ -194,7 +194,7 @@ func (c *PaperlessClient) GetDocument(ctx context.Context, documentID int) (Docu
 		return Document{}, err
 	}
 
-	allTags, err := c.GetAllTags(ctx)
+	allTags, err := client.GetAllTags(ctx)
 	if err != nil {
 		return Document{}, err
 	}
@@ -218,14 +218,32 @@ func (c *PaperlessClient) GetDocument(ctx context.Context, documentID int) (Docu
 }
 
 // UpdateDocuments updates the specified documents with suggested changes
-func (c *PaperlessClient) UpdateDocuments(ctx context.Context, documents []DocumentSuggestion) error {
+func (client *PaperlessClient) UpdateDocuments(ctx context.Context, documents []DocumentSuggestion) error {
 	// Fetch all available tags
-	availableTags, err := c.GetAllTags(ctx)
+	availableTags, err := client.GetAllTags(ctx)
 	if err != nil {
 		log.Errorf("Error fetching available tags: %v", err)
 		return err
 	}
 
+	documentsContainSuggestedCorrespondent := false
+	for _, document := range documents {
+		if document.SuggestedCorrespondent != "" {
+			documentsContainSuggestedCorrespondent = true
+			break
+		}
+	}
+
+	availableCorrespondents := make(map[string]int)
+	if documentsContainSuggestedCorrespondent {
+		availableCorrespondents, err = client.GetAllCorrespondents(ctx)
+		if err != nil {
+			log.Errorf("Error fetching available correspondents: %v",
+				err)
+			return err
+		}
+	}
+
 	for _, document := range documents {
 		documentID := document.ID
 
@@ -248,12 +266,27 @@ func (c *PaperlessClient) UpdateDocuments(ctx context.Context, documents []Docum
 				}
 				newTags = append(newTags, tagID)
 			} else {
-				log.Warnf("Tag '%s' does not exist in paperless-ngx, skipping.", tagName)
+				log.Errorf("Suggested tag '%s' does not exist in paperless-ngx, skipping.", tagName)
 			}
 		}
-
 		updatedFields["tags"] = newTags
 
+		// Map suggested correspondent names to IDs
+		if document.SuggestedCorrespondent != "" {
+			if correspondentID, exists := availableCorrespondents[document.SuggestedCorrespondent]; exists {
+				updatedFields["correspondent"] = correspondentID
+			} else {
+				newCorrespondent := instantiateCorrespondent(document.SuggestedCorrespondent)
+				newCorrespondentID, err := client.CreateCorrespondent(context.Background(), newCorrespondent)
+				if err != nil {
+					log.Errorf("Error creating correspondent with name %s: %v\n", document.SuggestedCorrespondent, err)
+					return err
+				}
+				log.Infof("Created correspondent with name %s and ID %d\n", document.SuggestedCorrespondent, newCorrespondentID)
+				updatedFields["correspondent"] = newCorrespondentID
+			}
+		}
+
 		suggestedTitle := document.SuggestedTitle
 		if len(suggestedTitle) > 128 {
 			suggestedTitle = suggestedTitle[:128]
@@ -279,7 +312,7 @@ func (c *PaperlessClient) UpdateDocuments(ctx context.Context, documents []Docum
 
 		// Send the update request using the generic Do method
 		path := fmt.Sprintf("api/documents/%d/", documentID)
-		resp, err := c.Do(ctx, "PATCH", path, bytes.NewBuffer(jsonData))
+		resp, err := client.Do(ctx, "PATCH", path, bytes.NewBuffer(jsonData))
 		if err != nil {
 			log.Errorf("Error updating document %d: %v", documentID, err)
 			return err
@@ -299,9 +332,9 @@ func (c *PaperlessClient) UpdateDocuments(ctx context.Context, documents []Docum
 }
 
 // DownloadDocumentAsImages downloads the PDF file of the specified document and converts it to images
-func (c *PaperlessClient) DownloadDocumentAsImages(ctx context.Context, documentId int) ([]string, error) {
+func (client *PaperlessClient) DownloadDocumentAsImages(ctx context.Context, documentId int) ([]string, error) {
 	// Create a directory named after the document ID
-	docDir := filepath.Join(c.GetCacheFolder(), fmt.Sprintf("/document-%d", documentId))
+	docDir := filepath.Join(client.GetCacheFolder(), fmt.Sprintf("/document-%d", documentId))
 	if _, err := os.Stat(docDir); os.IsNotExist(err) {
 		err = os.MkdirAll(docDir, 0755)
 		if err != nil {
@@ -326,7 +359,7 @@ func (c *PaperlessClient) DownloadDocumentAsImages(ctx context.Context, document
 
 	// Proceed with downloading and converting the document to images
 	path := fmt.Sprintf("api/documents/%d/download/", documentId)
-	resp, err := c.Do(ctx, "GET", path, nil)
+	resp, err := client.Do(ctx, "GET", path, nil)
 	if err != nil {
 		return nil, err
 	}
@@ -418,14 +451,97 @@ func (c *PaperlessClient) DownloadDocumentAsImages(ctx context.Context, document
 }
 
 // GetCacheFolder returns the cache folder for the PaperlessClient
-func (c *PaperlessClient) GetCacheFolder() string {
+func (client *PaperlessClient) GetCacheFolder() string {
-	if c.CacheFolder == "" {
+	if client.CacheFolder == "" {
-		c.CacheFolder = filepath.Join(os.TempDir(), "paperless-gpt")
+		client.CacheFolder = filepath.Join(os.TempDir(), "paperless-gpt")
 	}
-	return c.CacheFolder
+	return client.CacheFolder
 }
 
 // urlEncode encodes a string for safe URL usage
 func urlEncode(s string) string {
 	return strings.ReplaceAll(s, " ", "+")
 }
+
+// instantiateCorrespondent creates a new Correspondent object with default values
+func instantiateCorrespondent(name string) Correspondent {
+	return Correspondent{
+		Name:              name,
+		MatchingAlgorithm: 0,
+		Match:             "",
+		IsInsensitive:     true,
+		Owner:             nil,
+	}
+}
+
+// CreateCorrespondent creates a new correspondent in Paperless-NGX
+func (client *PaperlessClient) CreateCorrespondent(ctx context.Context, correspondent Correspondent) (int, error) {
+	url := "api/correspondents/"
+
+	// Marshal the correspondent data to JSON
+	jsonData, err := json.Marshal(correspondent)
+	if err != nil {
+		return 0, err
+	}
+
+	// Send the POST request
+	resp, err := client.Do(ctx, "POST", url, bytes.NewBuffer(jsonData))
+	if err != nil {
+		return 0, err
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode != http.StatusCreated {
+		bodyBytes, _ := io.ReadAll(resp.Body)
+		return 0, fmt.Errorf("error creating correspondent: %d, %s", resp.StatusCode, string(bodyBytes))
+	}
+
+	// Decode the response body to get the ID of the created correspondent
+	var createdCorrespondent struct {
+		ID int `json:"id"`
+	}
+	err = json.NewDecoder(resp.Body).Decode(&createdCorrespondent)
+	if err != nil {
+		return 0, err
+	}
+
+	return createdCorrespondent.ID, nil
+}
+
+// CorrespondentResponse represents the response structure for correspondents
+type CorrespondentResponse struct {
+	Results []struct {
+		ID   int    `json:"id"`
+		Name string `json:"name"`
+	} `json:"results"`
+}
+
+// GetAllCorrespondents retrieves all correspondents from the Paperless-NGX API
+func (client *PaperlessClient) GetAllCorrespondents(ctx context.Context) (map[string]int, error) {
+	correspondentIDMapping := make(map[string]int)
+	path := "api/correspondents/?page_size=9999"
+
+	resp, err := client.Do(ctx, "GET", path, nil)
+	if err != nil {
+		return nil, err
+	}
+	defer resp.Body.Close()
+
+	if resp.StatusCode != http.StatusOK {
+		bodyBytes, _ := io.ReadAll(resp.Body)
+		return nil, fmt.Errorf("error fetching correspondents: %d, %s", resp.StatusCode, string(bodyBytes))
+	}
+
+	var correspondentsResponse CorrespondentResponse
+
+	err = json.NewDecoder(resp.Body).Decode(&correspondentsResponse)
+	if err != nil {
+		return nil, err
+	}
+
+	for _, correspondent := range correspondentsResponse.Results {
+		correspondentIDMapping[correspondent.Name] = correspondent.ID
+	}
+
+	return correspondentIDMapping, nil
+}

paperless_test.go

@@ -203,7 +203,7 @@ func TestGetDocumentsByTags(t *testing.T) {
 	// Set mock responses
 	env.setMockResponse("/api/documents/", func(w http.ResponseWriter, r *http.Request) {
 		// Verify query parameters
-		expectedQuery := "query=tag:tag1+tag:tag2"
+		expectedQuery := "query=tag:tag1+tag:tag2&page_size=25"
 		assert.Equal(t, expectedQuery, r.URL.RawQuery)
 		w.WriteHeader(http.StatusOK)
 		json.NewEncoder(w).Encode(documentsResponse)
@@ -216,7 +216,7 @@ func TestGetDocumentsByTags(t *testing.T) {
 
 	ctx := context.Background()
 	tags := []string{"tag1", "tag2"}
-	documents, err := env.client.GetDocumentsByTags(ctx, tags)
+	documents, err := env.client.GetDocumentsByTags(ctx, tags, 25)
 	require.NoError(t, err)
 
 	expectedDocuments := []Document{

types.go

@@ -70,6 +70,7 @@ type GenerateSuggestionsRequest struct {
 	Documents              []Document `json:"documents"`
 	GenerateTitles         bool       `json:"generate_titles,omitempty"`
 	GenerateTags           bool       `json:"generate_tags,omitempty"`
+	GenerateCorrespondents bool       `json:"generate_correspondents,omitempty"`
 }
 
 // DocumentSuggestion is the response payload for /generate-suggestions endpoint and the request payload for /update-documents endpoint (as an array)
@@ -79,4 +80,23 @@ type DocumentSuggestion struct {
 	SuggestedTitle         string   `json:"suggested_title,omitempty"`
 	SuggestedTags          []string `json:"suggested_tags,omitempty"`
 	SuggestedContent       string   `json:"suggested_content,omitempty"`
+	SuggestedCorrespondent string   `json:"suggested_correspondent,omitempty"`
+}
+
+type Correspondent struct {
+	Name              string `json:"name"`
+	MatchingAlgorithm int    `json:"matching_algorithm"`
+	Match             string `json:"match"`
+	IsInsensitive     bool   `json:"is_insensitive"`
+	Owner             *int   `json:"owner"`
+	SetPermissions    struct {
+		View struct {
+			Users  []int `json:"users"`
+			Groups []int `json:"groups"`
+		} `json:"view"`
+		Change struct {
+			Users  []int `json:"users"`
+			Groups []int `json:"groups"`
+		} `json:"change"`
+	} `json:"set_permissions"`
 }