diff --git a/app/Controllers/search.py b/app/Controllers/search.py
index 3546dd7..fa7904f 100644
--- a/app/Controllers/search.py
+++ b/app/Controllers/search.py
@@ -46,11 +46,16 @@ async def textSearch(
             str, Path(max_length=100, description="The image prompt text you want to search.")],
         basis: Annotated[SearchBasisParams, Depends(SearchBasisParams)],
         filter_param: Annotated[FilterParams, Depends(FilterParams)],
-        paging: Annotated[SearchPagingParams, Depends(SearchPagingParams)]
+        paging: Annotated[SearchPagingParams, Depends(SearchPagingParams)],
+        exact: Annotated[bool, Query(
+            description="If using OCR search, this option will require the ocr text contains **exactly** the "
+                        "criteria you have given. This won't take any effect in vision search.")] = False
 ) -> SearchApiResponse:
     logger.info("Text search request received, prompt: {}", prompt)
     text_vector = transformers_service.get_text_vector(prompt) if basis.basis == SearchBasisEnum.vision \
         else transformers_service.get_bert_vector(prompt)
+    if basis.basis == SearchBasisEnum.ocr and exact:
+        filter_param.ocr_text = prompt
     results = await db_context.querySearch(text_vector,
                                            query_vector_name=db_context.getVectorByBasis(basis.basis),
                                            filter_param=filter_param,
@@ -77,17 +82,17 @@ async def imageSearch(
     return SearchApiResponse(result=results, message=f"Successfully get {len(results)} results.", query_id=uuid4())
 
 
-@searchRouter.get("/similar/{id}",
+@searchRouter.get("/similar/{image_id}",
                   description="Search images similar to the image with given id. "
                               "Won't include the given image itself in the result.")
 async def similarWith(
-        id: Annotated[UUID, Path(description="The id of the image you want to search.")],
+        image_id: Annotated[UUID, Path(description="The id of the image you want to search.")],
         basis: Annotated[SearchBasisParams, Depends(SearchBasisParams)],
         filter_param: Annotated[FilterParams, Depends(FilterParams)],
         paging: Annotated[SearchPagingParams, Depends(SearchPagingParams)]
 ) -> SearchApiResponse:
-    logger.info("Similar search request received, id: {}", id)
-    results = await db_context.querySimilar(search_id=str(id),
+    logger.info("Similar search request received, id: {}", image_id)
+    results = await db_context.querySimilar(search_id=str(image_id),
                                             top_k=paging.count,
                                             skip=paging.skip,
                                             filter_param=filter_param,
@@ -149,7 +154,7 @@ async def process_advanced_and_combined_search_query(model: Union[AdvancedSearch
         positive_vectors = [transformers_service.get_text_vector(t) for t in model.criteria]
         negative_vectors = [transformers_service.get_text_vector(t) for t in model.negative_criteria]
     # In order to ensure the query effect of the combined query, modify the actual top_k
-    _query_top_k = min(max(30, paging.count*3), 100) if isinstance(model, CombinedSearchModel) else paging.count
+    _query_top_k = min(max(30, paging.count * 3), 100) if isinstance(model, CombinedSearchModel) else paging.count
     result = await db_context.querySimilar(query_vector_name=db_context.getVectorByBasis(basis.basis),
                                            positive_vectors=positive_vectors,
                                            negative_vectors=negative_vectors,
diff --git a/app/Models/query_params.py b/app/Models/query_params.py
index 6a1b857..02655a4 100644
--- a/app/Models/query_params.py
+++ b/app/Models/query_params.py
@@ -28,6 +28,7 @@ def __init__(
         self.min_width = min_width
         self.min_height = min_height
         self.starred = starred
+        self.ocr_text = None  # For exact search
 
         if self.preferred_ratio:
             self.min_ratio = self.preferred_ratio * (1 - self.ratio_tolerance)
diff --git a/app/Services/vector_db_context.py b/app/Services/vector_db_context.py
index 248de15..5615ea9 100644
--- a/app/Services/vector_db_context.py
+++ b/app/Services/vector_db_context.py
@@ -188,6 +188,14 @@ def getFiltersByFilterParam(filter_param: FilterParams | None) -> models.Filter
                 )
             ))
 
+        if filter_param.ocr_text is not None:
+            filters.append(models.FieldCondition(
+                key="ocr_text",
+                match=models.MatchText(
+                    text=filter_param.ocr_text
+                )
+            ))
+
         if len(filters) == 0:
             return None
         return models.Filter(