Project Zuza

USER // 2026-06-17 21:47

Hey

Zuza [google/gemma-4-e4b]

Completed

Thinking

The user has sent a simple greeting: "Hey". This is the first pass of the task. The original goal is to respond appropriately to "Hey". My persona is helpful, direct, inventive, goal-driven, and calm. My purpose is to help the creator with real tasks and questions, not just conversation. Since this is a greeting, a simple conversational response is appropriate before trying to find a task or tool usage. Since no tools are needed for a simple greeting, I should respond directly using `final_response`. I will formulate a welcoming and helpful reply.

Hello! I'm Zuza, your personal AI assistant. How can I help you with a task or question today?

USER // 2026-06-17 21:48

My favorite chcolate is Lindt, where can I buy it in marbella? Can you create a file with 3 locations?

Zuza [google/gemma-4-e4b]

Completed

Thinking

The user wants to find three locations in Marbella where they can buy Lindt chocolate and then save these three locations into a file. This is the first pass (`loop_state.is_first_pass: true`). I need to create an initial plan. **Plan Steps:** 1. **Search:** Use `tavily_search` (or `duckduckgo_search`) to find stores selling Lindt chocolate in Marbella. `tavily_search` is preferred for stronger grounded evidence. 2. **Extract/Select:** Analyze the search results to identify 3 specific locations. This might require a Python script or just internal reasoning, but since I need concrete data points (names and addresses), searching first is key. 3. **File Creation:** Use `file_manager` to create a file containing the list of 3 locations. **Step 1: Search for Lindt in Marbella.** * Tool: `tavily_search` * Query: "Lindt chocolate stores in Marbella" I will update the plan with these steps and choose `continue`. **Plan Construction:** * **Step 1:** Title: Find Lindt locations. Description: Search the web for shops/stores selling Lindt chocolate in Marbella to gather at least three potential locations. Tools: [`tavily_search`]. Status: planned. * **Step 2:** Title: Compile and save location list. Description: Take the results from Step 1, select three distinct locations (names and addresses), format them into a text file, and use `file_manager` to create/save this artifact. Tools: [`file_manager`]. Status: planned. I will use `plan_patch` with `replace_all`.

Zuza [google/gemma-4-e4b]

Failed

Thinking

Model returned empty output.

USER // 2026-06-17 21:53

continue

Zuza [google/gemma-4-e4b]

Completed

Thinking

The user wants to "continue" the previous task, which was: "My favorite chcolate is Lindt, where can I buy it in marbella? Can you create a file with 3 locations?". This is the first pass (`loop_state.is_first_pass: true`), so I need to establish a plan. The original task has two parts: 1. Find 3 locations in Marbella where Lindt chocolate can be bought. (Requires searching). 2. Create a file listing these 3 locations. (Requires file management/writing). I will use `tavily_search` or `duckduckgo_search` to find the locations, as they are web search tools. I'll start with a search query focused on finding places in Marbella that sell Lindt. **Plan Construction:** 1. Search for "Lindt chocolate stores Marbella". (Tool: `tavily_search` or `duckduckgo_search`). 2. Extract 3 distinct store locations from the search results. 3. Create a file listing these 3 locations. (Tool: `file_manager`). Let's start with Step 1. I will use `tavily_search` as it is generally noted for stronger grounded evidence. **Step 1 Details:** * Title: Search for Lindt stores in Marbella * Description: Use a search engine to find at least three locations where Lindt chocolate can be purchased in Marbella, Spain. * Tools: `tavily_search` * Skills: None required for the initial search. I will publish this plan and proceed with the first tool call.

Zuza [google/gemma-4-e4b]

Completed

Thinking

The user wants me to continue the task of finding Lindt stores in Marbella. The current plan has two steps: S1: Search for Lindt locations in Marbella (Status: planned, Tools: ["tavily_search"]) S2: Create file with 3 locations (Status: planned, Tools: ["file_manager"]) In the previous pass, I published this initial plan and chose `continue`. Since it is a continuation pass and S1 is the next actionable step, I must execute S1. Step S1 requires using the `tavily_search` tool. The goal is to find Lindt stores/retailers in Marbella. I need to formulate the query for `tavily_search`. A good query would be: "Lindt chocolate stores Marbella" or similar. Reviewing the `selected_tool_instructions` for `tavily_search`: Required argument is `query`. Other arguments can be defaulted (e.g., `topic: general`, `search_depth: advanced`). I will call `tavily_search` with a focused query. Plan update: No plan change needed, S1 is already planned and ready to execute. Next action: `tool_call`.

Tool: tavily_search

Input

{
  "query": "Lindt chocolate stores or retailers in Marbella"
}

Output

{
  "ok": true,
  "tool": "tavily_search",
  "query": "Lindt chocolate stores or retailers in Marbella",
  "topic": "general",
  "search_depth": "advanced",
  "answer": "Lindt does not operate a dedicated Lindt Chocolate Shop in Marbella, but its premium chocolates are widely stocked at local retailers—including the El Corte Inglés department store in the Marbella Centro area, the Carrefour hypermarket on Avenida de la Constitución, and the large Mercadona supermarkets throughout the city—as well as specialty confectionery shops such as Chocolatería San Román in the Old Town and boutique outlets in the Puerto Banús marina and the La Cañada shopping centre, where you can find the full range of Lindor truffles, Excellence bars and seasonal selections.",
  "results": [
    {
      "title": "Events and Offers and Lindt Chocolate Shops",
      "url": "https://www.lindtusa.com/store-events",
      "content": "Visit a Lindt Chocolate Shop today and experience the unique passion and distinctiveness of Lindt chocolate! Lindt operates more than 50 U.S. retail stores, including Lindt Chocolate Shops, Lindt Outlets, Lindt Chocolate Drinks Bars and Lindt Factory Outlets. Our shops and stores feature an array of delicious Lindt chocolate offerings not found anywhere else, including an extraordinary flavor assortment of 20 everyday varieties, plus seasonal varieties of our ball-shaped LINDOR truffles, create-your-own gift bags, EXCELLENCE and HELLO bars and exclusive European Specialties and gift boxes. At Lindt stores, our guests are treated to premium free chocolate samples, shopping assistance and t...",
      "score": 0.48221022
    },
    {
      "title": "Store Locations",
      "url": "https://www.lindt.co.uk/stores",
      "content": "The store will not work correctly when cookies are disabled. Your company account is blocked and you cannot place orders. If you have questions, please contact your company administrator. Skip to Content MyLindt Rewards Lindt For Business Country United Kingdom Australia (A$)\") Brasil (R$)\") България Canada (C$)\") 中国 / China Czechia (Kč)\") Danmark (Kr)\") Deutschland (€)\") España (€)\") France (€)\") Italia (€)\") 日本 / Japan (¥)\") Magyarország (Ft)\") Mexico Nederland (€)\") Norge (kr)\") Österreich (€)\") Polska (zł)\") Schweiz / Suisse (CHF)\") Slovensko (€)\") South Africa (R)\") Suomi (€)\") Sverige (kr)\") United Kingdom (£)\") USA (U$)\") Ghirardelli (U$)\") Russell Stover (U$)\") Lindt & Sprüngli Gr...",
      "score": 0.29781237
    },
    {
      "title": "At a glance",
      "url": "https://www.lindt-spruengli.com/stores",
      "content": "Explore our history ## Global Retail Global Retail – our own network of shops – offers consumers around the world an exceptional brand and chocolate experience. It is an important growth driver for the entire Lindt & Sprüngli Group. Lindt shops, as well as Ghirardelli, Russell Stover and Caffarel shops can now be found in more than 620 prime locations around the world. Shop with us ## Our offices Lindt & Sprüngli has 41 subsidiaries and regional offices worldwide. Explore our global locations ### From bean to bar [...] Explore our global locations ### From bean to bar Lindt & Sprüngli is a chocolate manufacturer that produces its own cocoa mass from the cocoa beans it sources (excluding R...",
      "score": 0.27147964
    },
    {
      "title": "Store Locations",
      "url": "https://www.lindt.ca/en/stores",
      "content": "The store will not work correctly when cookies are disabled. Skip to Content Corporate Gifting MyLindt Rewards Country Canada (C$...

Zuza [google/gemma-4-e4b]

Completed

Thinking

The user wants me to continue the task: "Find Lindt stores in Marbella". I am currently at a continuation pass (Pass Index 3). **Reviewing the state:** 1. **Original Goal:** Find Lindt stores in Marbella. 2. **Plan Status:** * S1: Search for Lindt locations in Marbella (Status: planned) - This step was executed successfully in the previous pass (`last_output`). * S2: Create file with 3 locations (Status: planned). 3. **Last Action:** `tool_call` to `tavily_search`. 4. **Last Result:** `tool_result` showing strong coverage from 4 sources, providing specific retailers/locations in Marbella where Lindt products are found (El Corte Inglés, Carrefour, Mercadona, Chocolatería San Román, etc.). The answer explicitly states that a dedicated Lindt Chocolate Shop does not operate there. 5. **Current Goal:** Proceed to the next step in the plan: S2, which is "Create file with 3 locations". **Plan Update/Execution:** * Step S1 is completed and successful. * I have sufficient data from the search result (`tool_result.answer`) to proceed to S2. * S2 requires using the `file_manager` tool to write the gathered location data into a file. **Data Extraction for S2:** The search result provides several places: 1. El Corte Inglés department store (Marbella Centro area) 2. Carrefour hypermarket (Avenida de la Constitución) 3. Mercadona supermarkets (throughout the city) 4. Chocolatería San Román (Old Town) 5. Boutique outlets in Puerto Banús marina and La Cañada shopping centre. The plan specifies "Create file with 3 locations". I should select three distinct, concrete examples from the search result to fulfill this requirement. I will use: 1. El Corte Inglés department store (Marbella Centro) 2. Carrefour hypermarket (Avenida de la Constitución) 3. Chocolatería San Román (Old Town) **Next Action:** Call `file_manager` tool for Step S2. **Tool Selection:** `file_manager`. I need to formulate the arguments: what content and what filename. Since no specific filename was given, I will create a descriptive one, like `lindt_marbella_locations.txt`. The content will be the list of 3 locations. Let's structure the tool call for `file_manager`. Assuming it takes `filename` and `content` arguments based on its purpose ("Manage workspace files safely through explicit operations"). (Since I don't have the schema, I must rely on general knowledge of file management tools; standard practice is name/content). I will formulate the content clearly. **Final Check:** * Session Headline: "Find Lindt stores in Marbella" (already set and good). * Plan Patch: Update S1 status to completed, move focus to S2. Since I am executing S2 now, I don't need a patch for S1 completion unless the runtime requires explicit updates before action. Given the flow, I will proceed with the tool call for S2 directly. * Next Action: `tool_call` using `file_manager`. I will use the extracted data and the `file_manager` tool.

Zuza [google/gemma-4-e4b]

Completed

Thinking

The user wants to continue the task of finding Lindt stores in Marbella. The current plan status is: S1: Search for Lindt locations in Marbella (completed) S2: Create file with 3 locations (in_progress) In the previous pass, I selected and prepared the `file_manager` tool call for S2, which included writing a file named `lindt_marbella_locations.txt` with specific content gathered from S1. The output shows that the instruction was ready (`tool_contract_selected`), but the tool execution itself has not happened yet (the `previous_output` suggests this state). The available tools include `file_manager`, which is needed for S2. The selected instructions confirm I have the contract for `file_manager` for step S2. My next action must be to call the `file_manager` tool with the arguments defined in the previous plan step (S2). Tool: `file_manager` Arguments: ```json { "operations": [ {"action": "write_file", "path": "lindt_marbella_locations.txt", "content": "Lindt is not sold in dedicated stores in Marbella, but is widely stocked at the following locations:\n\n1. El Corte Inglés department store (Marbella Centro area)\n2. Carrefour hypermarket (Avenida de la Constitución)\n3. Chocolatería San Román (Old Town)", "overwrite": true} ] } ``` I will proceed with the `tool_call`.

Tool: file_manager

Input

{
  "operations": [
    {
      "action": "write_file",
      "path": "lindt_marbella_locations.txt",
      "content": "Lindt is not sold in dedicated stores in Marbella, but is widely stocked at the following locations:\n\n1. El Corte Inglés department store (Marbella Centro area)\n2. Carrefour hypermarket (Avenida de la Constitución)\n3. Chocolatería San Román (Old Town)",
      "overwrite": true
    }
  ]
}

Output

{
  "ok": true,
  "tool": "file_manager",
  "results": [
    {
      "ok": true,
      "action": "write_file",
      "path": "artifacts/lindt_marbella_locations.txt",
      "bytes": 255
    }
  ],
  "_zuza_action_fingerprint": "78b4ba7a251dd091899c3d3b0277c4eef6ab4bad6349877a9e135207c6c50800",
  "_zuza_action_tool": "file_manager",
  "_zuza_action_kind": "tool_call",
  "_zuza_pass_id": 24
}

Files

lindt_marbella_locations.txt text/plain TXT

Zuza [google/gemma-4-e4b]

Completed

Thinking

The user has provided a loop input packet indicating that the task is continuing. The original goal was: "Find Lindt stores in Marbella". The session headline is: "Find Lindt stores in Marbella". Current Plan Status: S1: Search for Lindt locations in Marbella (Status: completed) - Used `tavily_search`. S2: Create file with 3 locations (Status: in_progress) - Used `file_manager` and it was successfully completed in the previous pass. Last Output: The `previous_action` was a successful `tool_call` to `file_manager` for step S2. The `previous_output.kind` is `tool_result`, and the result shows that the file `artifacts/lindt_marbella_locations.txt` was successfully written with the location data. Review: The review concludes that the task should be completed now, as the necessary artifact (the list of locations) has been created in S2. Goal Check: The goal was to find Lindt stores and present them/save them. The information has been found and saved into `artifacts/lindt_marbella_locations.txt`. Next Action Decision: Since all planned steps are completed, the next action should be `final_response` to inform the user of the result and provide access to the created file. I need to construct a final response summarizing the findings and linking to the generated artifact. Summary points for the final response: 1. Lindt is generally not sold in dedicated stores in Marbella but is stocked at major retailers. 2. A file containing three specific location examples has been created (`lindt_marbella_locations.txt`). 3. Provide a clean, user-facing message. I will use the `file_url` from the `previous_output.file_refs` to link the artifact. The URL is `/workspace-file/artifacts/lindt_marbella_locations.txt`.

I have successfully found information regarding where to purchase Lindt in Marbella. Please note that Lindt is not sold in dedicated stores, but is widely stocked at major retailers. I have compiled three specific location examples into a document for you: [Lindt Locations in Marbella](/workspace-file/artifacts/lindt_marbella_locations.txt) Let me know if you need help with anything else!