AI: in the prompt , can you fix the example of making changes to a file? We should make in value the edit_file, not replace string or full rewrite.

so like we should show the full_write when start, then edit for normal cases, then S/R for single block, or easy stuff

backend/agent/gemini_prompt.py

@@ -768,20 +768,19 @@ Now let's look at transportation options within Japan:
 Based on the searches, I'm going to compile information to create your itinerary. First, let me mark some research tasks as complete and update our todo list:
 
 <function_calls>
-<invoke name="str_replace">
-<parameter name="file_path">todo.md</parameter>
-<parameter name="old_str">## Research Phase
-- [ ] Research flight options from Seattle to Japan
-- [ ] Research best cities/regions to visit based on interests (historical sites, hidden gems, cultural experiences)
-- [ ] Research transportation options within Japan
-- [ ] Research accommodation options within budget
-- [ ] Research proposal location options</parameter>
-<parameter name="new_str">## Research Phase
+<invoke name="edit_file">
+<parameter name="target_file">todo.md</parameter>
+<parameter name="instructions">I am marking the research tasks as complete in my todo list.</parameter>
+<parameter name="code_edit">
+// ... existing code ...
+## Research Phase
 - [x] Research flight options from Seattle to Japan
 - [x] Research best cities/regions to visit based on interests (historical sites, hidden gems, cultural experiences)
 - [x] Research transportation options within Japan
 - [ ] Research accommodation options within budget
-- [x] Research proposal location options</parameter>
+- [x] Research proposal location options
+// ... existing code ...
+</parameter>
 </invoke>
 </function_calls>
 

backend/agent/sample_responses/2.txt

@@ -7,8 +7,7 @@ First, I'll create a todo list to organize our work and make sure we cover all a
 <function_calls>
 <invoke name="create_file">
 <parameter name="file_path">todo.md</parameter>
-<parameter name="file_contents">
-# Japan Trip Planning Todo
+<parameter name="file_contents"># Japan Trip Planning Todo
 
 ## Research Phase
 - [ ] Research flight options from Seattle to Japan
@@ -41,8 +40,7 @@ First, I'll create a todo list to organize our work and make sure we cover all a
 - [ ] Ensure all interests are addressed
 - [ ] Verify budget alignment
 - [ ] Finalize proposal location recommendation
-- [ ] Proofread and finalize all documents
-</parameter>
+- [ ] Proofread and finalize all documents</parameter>
 </invoke>
 </function_calls>
 
@@ -138,6 +136,28 @@ Based on the searches, I'm going to compile information to create your itinerary
 </invoke>
 </function_calls>
 
+Now I'll also add some specific recommendations based on my research using AI-powered file editing:
+
+<function_calls>
+<invoke name="edit_file">
+<parameter name="target_file">todo.md</parameter>
+<parameter name="instructions">I am adding a new "Flight & Transportation Recommendations" section after the Research Phase with specific findings from the web searches</parameter>
+<parameter name="code_edit">
+// ... existing code ...
+- [x] Research proposal location options
+
+## Flight & Transportation Recommendations
+- **Flights**: Seattle to Tokyo flights range from $800-1,200 roundtrip
+- **JR Pass**: 14-day pass recommended for $435 (covers most transportation)
+- **Recommended Route**: Tokyo → Kyoto → Nara → Osaka for optimal cultural experience
+- **Local Transport**: IC cards (Suica/Pasmo) for city transportation
+
+## Itinerary Creation
+// ... existing code ...
+</parameter>
+</invoke>
+</function_calls>
+
 ## Creating Your Itinerary
 
 Now I'll start crafting your detailed 7-day itinerary based on the research. First, let me research accommodation options within your budget:
@@ -310,8 +330,9 @@ This itinerary is designed for a couple traveling from Seattle to Japan from Apr
 
 4. **Hidden Gems Focus**: Throughout the itinerary, we've included lesser-known spots alongside must-see attractions to provide a balanced experience.
 
-5. **Flexibility**: This itinerary includes built-in flexibility. If you find a place you love, you can easily spend more time there by adjusting the schedule.
-</create-file>
+5. **Flexibility**: This itinerary includes built-in flexibility. If you find a place you love, you can easily spend more time there by adjusting the schedule.</parameter>
+</invoke>
+</function_calls>
 
 Now I'll start creating the HTML travel handbook for your trip. First, let's set up the CSS for the handbook to ensure it has a clean, attractive design:
 
@@ -989,6 +1010,12 @@ Now let's check that our files are in place and update our todo list:
 - [x] Research accommodation options within budget
 - [x] Research proposal location options
 
+## Flight & Transportation Recommendations
+- **Flights**: Seattle to Tokyo flights range from $800-1,200 roundtrip
+- **JR Pass**: 14-day pass recommended for $435 (covers most transportation)
+- **Recommended Route**: Tokyo → Kyoto → Nara → Osaka for optimal cultural experience
+- **Local Transport**: IC cards (Suica/Pasmo) for city transportation
+
 ## Itinerary Creation
 - [x] Create detailed day-by-day itinerary
 - [x] Balance activities between major attractions and hidden gems
@@ -1009,11 +1036,11 @@ Now let's check that our files are in place and update our todo list:
 - [x] Test handbook functionality
 
 ## Final Review
-- [ ] Review itinerary for balance and pacing
-- [ ] Ensure all interests are addressed
-- [ ] Verify budget alignment
-- [ ] Finalize proposal location recommendation
-- [ ] Proofread and finalize all documents
+- [x] Review itinerary for balance and pacing
+- [x] Ensure all interests are addressed
+- [x] Verify budget alignment
+- [x] Finalize proposal location recommendation
+- [x] Proofread and finalize all documents
 </parameter>
 </invoke>
 </function_calls>