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@@ -34,3 +34,25 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 tailwindcss filter=lfs diff=lfs merge=lfs -text
+static/full_images/2fcb93c4f453e5caecdae8e65db8f123.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/469bd401c76cd1aa7b08bbec511d3f16.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/573506dd06553465e28617136e1aef34.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/6118da96f4623cca15e96498abe4a509.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/64060791c89655d280a6a01eea8a8a47.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/6d5eac97f945ec5241c00eb3fa1eb348.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/7051b5a4804d48045fff84866923d34a.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/7364ccb5e7ff145e56014d70ec0295b4.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/83929419be13d5a71b23bfd71344fe0b.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/8de3ef84b322b64b75fe4933e7545d31.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/97de8f5bdf4130e623b34d490b875c4b.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/9c977ace249cd50836bbea9d67a683d7.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/a618c0887b8ce99af3e1a93dabbfedb9.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/a6caf22b0c107f3b8dbd9b4f8049ff48.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/cb7e8833775e2cbe11bc116219f7e09d.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/da86431f8f1e56a48f408e8f4241d057.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/e9b12992381a860d5cfcdb9e4660a4ee.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/f312dcc7af79cf0e756c792ab66b5643.jpg filter=lfs diff=lfs merge=lfs -text
+static/full_images/f7785696541fc185bc1d10c8608b8100.jpg filter=lfs diff=lfs merge=lfs -text
+static/img/colpali_child.png filter=lfs diff=lfs merge=lfs -text
+static/img/vespa-colpali.png filter=lfs diff=lfs merge=lfs -text
+static/img/visual-retrieval-demoapp-arch.png filter=lfs diff=lfs merge=lfs -text

frontend/app.py

@@ -755,7 +755,7 @@ def ChatResult(query_id: str, query: str, doc_ids: Optional[list] = None):
         )
 
     return Div(
-        Div("AI-response (Gemini-8B)", cls="text-xl font-semibold p-5"),
+        Div("AI-response (Gemini-2.0)", cls="text-xl font-semibold p-5"),
         Div(
             Div(
                 messages,

main.py

@@ -112,7 +112,7 @@ This means that newlines will be replaced with <br> tags, bold text will be encl
 Do NOT include backticks (`) in your response. Only simple HTML tags and text.
 """
 gemini_model = genai.GenerativeModel(
-    "gemini-1.5-flash-8b", system_instruction=GEMINI_SYSTEM_PROMPT
+    "gemini-2.0-flash", system_instruction=GEMINI_SYSTEM_PROMPT
 )
 STATIC_DIR = Path("static")
 IMG_DIR = STATIC_DIR / "full_images"
@@ -381,7 +381,7 @@ async def message_generator(query_id: str, query: str, doc_ids: list):
     # yield message with number of images ready
     yield f"event: message\ndata: Generating response based on {len(images)} images...\n\n"
     if not images:
-        yield "event: message\ndata: Failed to send images to Gemini-8B!\n\n"
+        yield "event: message\ndata: Failed to send images to Gemini 2.0!\n\n"
         yield "event: close\ndata: \n\n"
         return
 

requirements.txt

@@ -4,7 +4,7 @@ accelerate==0.34.2
     # via peft
 aiohappyeyeballs==2.4.3
     # via aiohttp
-aiohttp==3.10.9
+aiohttp==3.10.11
     # via
     #   datasets
     #   fsspec
@@ -183,7 +183,7 @@ idna==3.10
     #   yarl
 itsdangerous==2.2.0
     # via python-fasthtml
-jinja2==3.1.4
+jinja2==3.1.5
     # via
     #   pyvespa
     #   spacy
@@ -351,7 +351,7 @@ python-fasthtml==0.6.9
     #   visual-retrieval-colpali (pyproject.toml)
     #   lucide-fasthtml
     #   shad4fast
-python-multipart==0.0.12
+python-multipart==0.0.18
     # via python-fasthtml
 pytrec-eval-terrier==0.5.6
     # via mteb