[System]
You are a model with advanced reasoning capabilities. When answering questions, please structure your thinking in the following format:

First, break down your reasoning into sequential steps using these tags:

    <thought_1>Your first step of reasoning goes here...</thought_1>
    <thought_2>Your second step of reasoning goes here...</thought_2>
    ...
    <thought_n>Your final step of reasoning goes here...</thought_n>
You should think deeply for cases where theres more reasoning to be done.

After your reasoning steps, conclude with ONE of these output formats:

Either a tool call:
<tool_call>
    <tool_name>name_of_tool</tool_name>
    <parameters>
        <parameter>
            <parameter_name>param1</parameter_name>
            <parameter_value>value1</parameter_value>
        </parameter>
        <!-- Add more parameters as needed -->
    </parameters>
</tool_call>

Or a text response:
<text_output>Your final answer or response goes here...</text_output>

IMPORTANT: When making tool calls, follow these rules:
1. Use EXACTLY the format shown above with proper XML tags
2. Make sure all XML tags are properly closed
3. For parameter values that are strings, provide the raw string without quotes
4. For parameter values that are arrays or objects, format them as valid JSON
5. Do not add any extra text or explanations inside the tool_call tags
Focus on the tool make sure to pass all parameters and valid values

Think deep for complex json types and try to be accurate in one try

Available tools:
    <tool>
        <type>function</type>
        <name>retreive_ledger</name>
        <description>Tool to retrieve all the entities and their properties from the graph database.
Call this to to get info on the current state of the graph database initially</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>chain_of_thought</name>
                <type>string</type>
                <description>Chain Of Thought</description>
            </property>
            </properties>
            <required>chain_of_thought</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>insert_into_graph</name>
        <description>Tool to run the final insertion query and insert the data into the graph database
Pass query as a cypher query and params as a dictionary, for the query to run on
Params are sturcured and passed as a dictionary to neo4j driver like
session.run(query,params)</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>chain_of_thought</name>
                <type>string</type>
                <description>Chain Of Thought</description>
            </property>
            <property>
                <name>final_query</name>
                <type>string</type>
                <description>Final Query</description>
            </property>
            <property>
                <name>params</name>
                <type>object</type>
                <description>Params</description>
            </property>
            </properties>
            <required>chain_of_thought, final_query, params</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>contact_search_agent</name>
        <description>Tool to contact the search agent to get the relevant information from the graph database
Pass it information to fetch step by step</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>chain_of_thought</name>
                <type>string</type>
                <description>Chain Of Thought</description>
            </property>
            <property>
                <name>search_agent_query</name>
                <type>string</type>
                <description>Search Agent Query</description>
            </property>
            <property>
                <name>labels</name>
                <type>array</type>
                <description>Labels</description>
                <items>
                    <type>string</type>
                </items>
            </property>
            <property>
                <name>properties</name>
                <type>object</type>
                <description>Properties</description>
            </property>
            </properties>
            <required>chain_of_thought, search_agent_query, labels, properties</required>
        </parameters>
    </tool>

 You must strictly adhere to the data types specified for each parameter in the tool calls. If a parameter is an array, format it as an array. If it's a string, provide a string. If it's an object, provide a properly structured object. Pay close attention to required fields and ensure they are always included in your response. Follow the exact structure defined in the tool specification.<user_specific_instructions>
       You are an insertion agent AI, you will be given suggestions for insertion from the orchestration agent and you will be responsible for inserting the data into the graph database.
       You will be given the context and the subquery to work on. Your job is to insert the data into the graph database for the given context.

       You will have the following tools to work with:

          1. retrive_ledger - This tool is used to get all the entities and their properties from the graph database, this will help you breaking down question into steps to contact the search agent for relevant information
          2. contact_search_agent - This tool is used to contact the search agent to get the relevant information from the graph database. Use it to search for duplicate entries. Pass in the node labels and properties and the search query to the tool. You must  call this tool to search for duplicate entries.
          3. insert_into_graph: This tool runs the final insertion query and inserts the data into the graph database. Always ensure no duplicate data is being inserted. Pass the query as a Cypher query and the parameters as a dictionary. Only use this tool AFTER you have thoroughly checked for existing similar nodes and determined that a new node MUST be created or an existing one should be updated. If an existing node is updated set the updated property to true.

        Workflow:
        1. Always start with retrieve_ledger to understand the graph schema.
        2. Then contact_search agent to search for duplicate nodes
        3. If a similar node exists:
           a.  Update the existing node with new information if appropriate.  Modify relationships as necessary. Set the update property to true
           b.  Do NOT create duplicate nodes. This is very important. No matter what you must not create duplicate nodes.
        4. If NO similar nodes exist, use insert_into_graph to create the new node and any necessary relationships.

        Notes:
         - If you have less information or are confused, relay back as failure and explain what info you need to proceed.
         - Always try to use the ledger info to structure the insertion query.
         - Ensure we have no repeating entities. Try verifying with searches with complex queries and the node labels and properties.
         - Prioritize updating existing nodes over creating new ones. Duplicate nodes are BAD.
         - The orchestration agent is giving the instructions from the user , you need to follow them as best as possible while ensuring no duplicate information is entered twice
        </user_specific_instructions>

[User]
current insertion step is :Create a CardIssuer node with name='Digital Banking Solutions', updated=false. Create a CreditCard node with name='Tech Enthusiast Edge Card', annual_fee=125, type='Rewards', updated=false. Create ISSUED_BY relationship from the CreditCard to the CardIssuer.
                    context to work on is : ```json
{
  "CreditCard": {
    "name": "Tech Enthusiast Edge Card",
    "type": "Rewards",
    "annual_fee": 125,
    "benefits": [
      "Early access to product launches",
      "4% cashback on electronics and software purchases",
      "Extended warranties on tech purchases",
      "Device protection insurance"
    ],
    "InnovationPointsProgram": [
      "Latest gadgets",
      "Coding courses",
      "Tech conference tickets"
    ]
  },
  "CardIssuer": {
    "name": "Digital Banking Solutions",
    "updated": false
  },
  "relationship": {
    "type": "ISSUED_BY",
    "from": "CreditCard",
    "to": "CardIssuer"
  }
}
```

[Assistant]
<thought_1>First, I need to retrieve the ledger to understand the current state of the graph database and its schema.</thought_1><tool_call>
    <tool_name>retreive_ledger</tool_name>
    <parameters>
        <parameter>
            <parameter_name>chain_of_thought</parameter_name>
            <parameter_value>I need to understand the current state of the graph database before proceeding with any insertions. This will help me identify if there are any existing CardIssuer or CreditCard nodes that match the ones I need to insert, and understand the schema of the database.</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from retreive_ledger tool
: Graph Database Schema:

NODES:
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CardNetwork
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CardNetwork
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CardNetwork
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, recommended_credit_score, last_synced, name, type
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, recommended_credit_score, last_synced, name, type
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, recommended_credit_score, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, additional_info, description, last_synced, name
- Label: Feature, APRFeature
  Properties: in_zeroentropy, end_date, ze_doc_id, updated, description, last_synced, name, transfer_fee
- Label: Feature, SecurityFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, additional_info, description, last_synced, name
- Label: Feature, APRFeature
  Properties: in_zeroentropy, end_date, ze_doc_id, updated, description, last_synced, name, transfer_fee
- Label: Feature, SecurityFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, TravelFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, additional_info, description, last_synced, name
- Label: Feature, ProtectionFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: foreign_transaction_fee, in_zeroentropy, application_process, ze_doc_id, updated, last_synced, cash_advance_fee, balance_transfer_fee, credit_limit_range, minimum_income_requirement, standard_apr_range
- Label: FinancialDetail
  Properties: foreign_transaction_fee, in_zeroentropy, application_process, ze_doc_id, updated, last_synced, cash_advance_fee, balance_transfer_fee, credit_limit_range, minimum_income_requirement, standard_apr_range
- Label: FinancialDetail
  Properties: foreign_transaction_fee, in_zeroentropy, application_process, ze_doc_id, updated, last_synced, cash_advance_fee, balance_transfer_fee, credit_limit_range, minimum_income_requirement, standard_apr_range
- Label: CustomerReview
  Properties: in_zeroentropy, ze_doc_id, total_reviews, updated, last_synced, last_updated, rating, representative_review
- Label: CustomerReview
  Properties: in_zeroentropy, ze_doc_id, total_reviews, updated, last_synced, last_updated, rating, representative_review
- Label: CustomerReview
  Properties: in_zeroentropy, ze_doc_id, total_reviews, updated, last_synced, last_updated, rating, representative_review
- Label: Acceptance
  Properties: in_zeroentropy, acceptance_rate, card_designs, ze_doc_id, updated, last_synced, digital_wallet_compatible
- Label: Acceptance
  Properties: in_zeroentropy, acceptance_rate, card_designs, ze_doc_id, updated, last_synced, digital_wallet_compatible
- Label: Acceptance
  Properties: in_zeroentropy, acceptance_rate, card_designs, ze_doc_id, updated, last_synced, digital_wallet_compatible
- Label: SpecialOffer
  Properties: in_zeroentropy, end_date, ze_doc_id, updated, description, last_synced, name
- Label: SpecialOffer
  Properties: in_zeroentropy, end_date, ze_doc_id, updated, description, last_synced, name
- Label: SpecialOffer
  Properties: in_zeroentropy, end_date, ze_doc_id, updated, description, last_synced, name
- Label: CardIssuer
  Properties: in_zeroentropy, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, updated, recommended_credit_score, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, TravelFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, ProtectionFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, additional_info, description, last_synced, name
- Label: FinancialDetail
  Properties: in_zeroentropy, application_process, updated, last_synced, credit_limit_range, minimum_income_requirement, standard_apr_range
- Label: CardIssuer
  Properties: in_zeroentropy, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, updated, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: foreign_transaction_fee, in_zeroentropy, application_process, updated, last_synced, cash_advance_fee, balance_transfer_fee, credit_limit_range, minimum_income_requirement, standard_apr_range
- Label: FinancialDetail
  Properties: foreign_transaction_fee, in_zeroentropy, application_process, updated, last_synced, cash_advance_fee, balance_transfer_fee, credit_limit_range, minimum_income_requirement, standard_apr_range
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: in_zeroentropy, application_process, ze_doc_id, updated, last_synced, credit_limit_range, standard_apr_range
- Label: SpecialOffer
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: CardIssuer
  Properties: in_zeroentropy, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, updated, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, TravelFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: foreign_transaction_fee, in_zeroentropy, updated, last_synced, minimum_income_requirement, standard_apr_range
- Label: CardIssuer
  Properties: in_zeroentropy, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, updated, recommended_credit_score, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, ProtectionFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, ProtectionFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: in_zeroentropy, application_process, updated, last_synced, credit_limit_range, standard_apr_range
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, recommended_credit_score, last_synced, name, eligibility, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: annual_fee, in_zeroentropy, application_process, ze_doc_id, updated, description, last_synced
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, last_synced, name, eligibility, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, ProtectionFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: annual_fee, in_zeroentropy, application_process, ze_doc_id, updated, last_synced
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, description, last_synced
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, last_synced, name, type
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: Feature, APRFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: annual_fee, in_zeroentropy, application_process, updated, last_synced
- Label: CardIssuer
  Properties: in_zeroentropy, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, additional_info, description, last_synced, name
- Label: FinancialDetail
  Properties: annual_fee, in_zeroentropy, updated, last_synced, standard_apr_range
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, last_synced

RELATIONSHIPS:
- Type: ISSUED_BY
- Type: OPERATES_ON
- Type: HAS_FEATURE
- Type: HAS_FINANCIAL_DETAILS
- Type: HAS_REVIEWS
- Type: HAS_ACCEPTANCE_INFO
- Type: OFFERS_PROMOTION
- Type: HAS_FINANCIAL_DETAIL

[Assistant]
<thought_1>Now I understand the current graph database schema. I see that there are CardIssuer and CreditCard nodes, and they can be connected via ISSUED_BY relationships. The next step is to check if there's already a CardIssuer node with the name "Digital Banking Solutions" and a CreditCard node with the name "Tech Enthusiast Edge Card" to avoid creating duplicates.</thought_1><thought_2>I'll search for the CardIssuer "Digital Banking Solutions" first using the search agent.</thought_2><tool_call>
    <tool_name>contact_search_agent</tool_name>
    <parameters>
        <parameter>
            <parameter_name>chain_of_thought</parameter_name>
            <parameter_value>I need to check if there's already a CardIssuer node with the name "Digital Banking Solutions" to avoid creating a duplicate.</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>search_agent_query</parameter_name>
            <parameter_value>Find a CardIssuer node with the name "Digital Banking Solutions"</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>labels</parameter_name>
            <parameter_value>['CardIssuer']</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>properties</parameter_name>
            <parameter_value>{'name': 'Digital Banking Solutions'}</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from tool: Based on multiple search methods (exact phrase, filtered by node type, vector search, wildcard search, and fuzzy search), I could not find any CardIssuer node with the name "Digital Banking Solutions" in the database.

The database does contain several CardIssuer nodes with different names such as "Gourmet Financial", "Innovation Credit", "Medical Professional Bank", "Discover Financial Services", and "Summit Financial Group", but none matching or similar to "Digital Banking Solutions".

No matching nodes found.

[Assistant]
<thought_1>The search result confirms that there is no existing CardIssuer node with the name "Digital Banking Solutions" in the database. Now, let me search for the CreditCard node with the name "Tech Enthusiast Edge Card" to check if it already exists.</thought_1><tool_call>
    <tool_name>contact_search_agent</tool_name>
    <parameters>
        <parameter>
            <parameter_name>chain_of_thought</parameter_name>
            <parameter_value>Now I need to check if there's already a CreditCard node with the name "Tech Enthusiast Edge Card" to avoid creating a duplicate.</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>search_agent_query</parameter_name>
            <parameter_value>Find a CreditCard node with the name "Tech Enthusiast Edge Card"</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>labels</parameter_name>
            <parameter_value>['CreditCard']</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>properties</parameter_name>
            <parameter_value>{'name': 'Tech Enthusiast Edge Card'}</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from tool: Search Results:

No CreditCard node with the name "Tech Enthusiast Edge Card" was found in the database.

I conducted multiple searches using:
- Exact phrase matching
- Targeted node/property filtering
- Wildcard searches
- Semantic vector searches

The database contains several credit cards (like "Startup Venture Card", "Elevate Platinum Rewards", etc.), but none with the name "Tech Enthusiast Edge Card".

[Assistant]
<thought_1>Based on the search results, I've confirmed that neither the CardIssuer node "Digital Banking Solutions" nor the CreditCard node "Tech Enthusiast Edge Card" exist in the database. Since there are no duplicates, I need to proceed with the insertion as requested. I'll construct a Cypher query to:

1. Create a CardIssuer node with name="Digital Banking Solutions" and updated=false
2. Create a CreditCard node with name="Tech Enthusiast Edge Card", annual_fee=125, type="Rewards", and updated=false
3. Create an ISSUED_BY relationship from the CreditCard to the CardIssuer

The context also contains additional information about the CreditCard like benefits and InnovationPointsProgram, but the current instruction doesn't specify including these. I'll focus on the properties explicitly mentioned in the instruction.</thought_1>
<thought_2>Here's the Cypher query to insert the nodes and relationship:

```cypher
MERGE (i:CardIssuer {name: $issuerName})
ON CREATE SET i.updated = $issuerUpdated
MERGE (c:CreditCard {name: $cardName})
ON CREATE SET c.annual_fee = $annualFee,
              c.type = $cardType,
              c.updated = $cardUpdated
MERGE (c)-[:ISSUED_BY]->(i)
```

I'm using MERGE instead of CREATE to ensure we don't create duplicates if they somehow exist despite our search results. The parameters will be:

- issuerName: "Digital Banking Solutions"
- issuerUpdated: false
- cardName: "Tech Enthusiast Edge Card"
- annualFee: 125
- cardType: "Rewards"
- cardUpdated: false

Now I'll call the insert_into_graph tool with this query and parameters.</thought_2>
<tool_call>
    <tool_name>insert_into_graph</tool_name>
    <parameters>
        <parameter>
            <parameter_name>chain_of_thought</parameter_name>
            <parameter_value>I've confirmed that neither the CardIssuer "Digital Banking Solutions" nor the CreditCard "Tech Enthusiast Edge Card" exist in the database. I'll now create these nodes and establish an ISSUED_BY relationship between them using a MERGE statement to ensure no duplicates are created even if concurrent operations might be happening.</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>final_query</parameter_name>
            <parameter_value>MERGE (i:CardIssuer {name: $issuerName})
ON CREATE SET i.updated = $issuerUpdated
MERGE (c:CreditCard {name: $cardName})
ON CREATE SET c.annual_fee = $annualFee,
              c.type = $cardType,
              c.updated = $cardUpdated
MERGE (c)-[:ISSUED_BY]->(i)</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>params</parameter_name>
            <parameter_value>{'issuerName': 'Digital Banking Solutions', 'issuerUpdated': False, 'cardName': 'Tech Enthusiast Edge Card', 'annualFee': 125, 'cardType': 'Rewards', 'cardUpdated': False}</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from insert_into_graph tool
: 2 nodes created; 1 relationship created; 6 properties set; 2 labels added

[Assistant]
<thought_1>The insertion was successful. According to the result, 2 nodes were created (the CardIssuer and the CreditCard), 1 relationship was created (the ISSUED_BY relationship between them), 6 properties were set (name and updated for CardIssuer; name, annual_fee, type, and updated for CreditCard), and 2 labels were added (CardIssuer and CreditCard).</thought_1><text_output>I've successfully completed the insertion task. The following actions were performed:

1. Created a new CardIssuer node with:
   - name: "Digital Banking Solutions"
   - updated: false

2. Created a new CreditCard node with:
   - name: "Tech Enthusiast Edge Card"
   - annual_fee: 125
   - type: "Rewards"
   - updated: false

3. Established an ISSUED_BY relationship from the CreditCard to the CardIssuer.

The database operation resulted in 2 nodes created, 1 relationship created, 6 properties set, and 2 labels added. The insertion was performed using MERGE statements to ensure data integrity and prevent duplicate entries.
</text_output>

[User]
current insertion step is :Create the following Feature nodes: 1) RewardFeature with name='4% Back on Tech Purchases', description='4% back on electronics and software purchases', updated=false; 2) RewardFeature with name='Innovation Points Program', description='Redeem points for latest gadgets, coding courses, or tech conference tickets', updated=false; 3) ProtectionFeature with name='Extended Tech Warranties', description='Extended warranties on tech purchases', updated=false; 4) ProtectionFeature with name='Device Protection Insurance', description='Insurance coverage for device protection', updated=false; 5) Feature with name='Early Tech Access', description='Early access to product launches', updated=false. Create HAS_FEATURE relationships from the CreditCard 'Tech Enthusiast Edge Card' to each of these Feature nodes.
                    context to work on is : ```json
{
  "Tech Enthusiast Edge Card": {
    "description": "Digital Banking Solutions' card.",
    "annual_fee": "$125",
    "early_access": "Product launches",
    "rewards": [
      {
        "name": "4% Back on Tech Purchases",
        "benefits": "4% back on electronics and software purchases"
      },
      {
        "name": "Innovation Points Program",
        "benefits": "Redeem points for gadgets, courses, or conference tickets"
      }
    ],
    "protections": [
      {
        "name": "Extended Tech Warranties",
        "benefits": "Extended warranties on tech purchases"
      },
      {
        "name": "Device Protection Insurance",
        "benefits": "Insurance coverage for device protection"
      }
    ],
    "features": [
      {
        "name": "Early Tech Access",
        "benefits": "Early access to product launches"
      }
    ]
  }
}
```

[Assistant]
<thought_1>I need to retrieve the ledger again to understand the current state of the graph database, especially to confirm the existence of the "Tech Enthusiast Edge Card" which we'll be connecting the Feature nodes to.</thought_1><tool_call>
    <tool_name>retreive_ledger</tool_name>
    <parameters>
        <parameter>
            <parameter_name>chain_of_thought</parameter_name>
            <parameter_value>I need to retrieve the current state of the graph database to understand its schema and to confirm that the "Tech Enthusiast Edge Card" exists before creating Feature nodes and relationships to it.</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from retreive_ledger tool
: Graph Database Schema:

NODES:
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CardNetwork
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CardNetwork
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CardNetwork
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, recommended_credit_score, last_synced, name, type
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, recommended_credit_score, last_synced, name, type
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, recommended_credit_score, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, additional_info, description, last_synced, name
- Label: Feature, APRFeature
  Properties: in_zeroentropy, end_date, ze_doc_id, updated, description, last_synced, name, transfer_fee
- Label: Feature, SecurityFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, additional_info, description, last_synced, name
- Label: Feature, APRFeature
  Properties: in_zeroentropy, end_date, ze_doc_id, updated, description, last_synced, name, transfer_fee
- Label: Feature, SecurityFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, TravelFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, additional_info, description, last_synced, name
- Label: Feature, ProtectionFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: foreign_transaction_fee, in_zeroentropy, application_process, ze_doc_id, updated, last_synced, cash_advance_fee, balance_transfer_fee, credit_limit_range, minimum_income_requirement, standard_apr_range
- Label: FinancialDetail
  Properties: foreign_transaction_fee, in_zeroentropy, application_process, ze_doc_id, updated, last_synced, cash_advance_fee, balance_transfer_fee, credit_limit_range, minimum_income_requirement, standard_apr_range
- Label: FinancialDetail
  Properties: foreign_transaction_fee, in_zeroentropy, application_process, ze_doc_id, updated, last_synced, cash_advance_fee, balance_transfer_fee, credit_limit_range, minimum_income_requirement, standard_apr_range
- Label: CustomerReview
  Properties: in_zeroentropy, ze_doc_id, total_reviews, updated, last_synced, last_updated, rating, representative_review
- Label: CustomerReview
  Properties: in_zeroentropy, ze_doc_id, total_reviews, updated, last_synced, last_updated, rating, representative_review
- Label: CustomerReview
  Properties: in_zeroentropy, ze_doc_id, total_reviews, updated, last_synced, last_updated, rating, representative_review
- Label: Acceptance
  Properties: in_zeroentropy, acceptance_rate, card_designs, ze_doc_id, updated, last_synced, digital_wallet_compatible
- Label: Acceptance
  Properties: in_zeroentropy, acceptance_rate, card_designs, ze_doc_id, updated, last_synced, digital_wallet_compatible
- Label: Acceptance
  Properties: in_zeroentropy, acceptance_rate, card_designs, ze_doc_id, updated, last_synced, digital_wallet_compatible
- Label: SpecialOffer
  Properties: in_zeroentropy, end_date, ze_doc_id, updated, description, last_synced, name
- Label: SpecialOffer
  Properties: in_zeroentropy, end_date, ze_doc_id, updated, description, last_synced, name
- Label: SpecialOffer
  Properties: in_zeroentropy, end_date, ze_doc_id, updated, description, last_synced, name
- Label: CardIssuer
  Properties: in_zeroentropy, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, updated, recommended_credit_score, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, TravelFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, ProtectionFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, additional_info, description, last_synced, name
- Label: FinancialDetail
  Properties: in_zeroentropy, application_process, updated, last_synced, credit_limit_range, minimum_income_requirement, standard_apr_range
- Label: CardIssuer
  Properties: in_zeroentropy, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, updated, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: foreign_transaction_fee, in_zeroentropy, application_process, updated, last_synced, cash_advance_fee, balance_transfer_fee, credit_limit_range, minimum_income_requirement, standard_apr_range
- Label: FinancialDetail
  Properties: foreign_transaction_fee, in_zeroentropy, application_process, updated, last_synced, cash_advance_fee, balance_transfer_fee, credit_limit_range, minimum_income_requirement, standard_apr_range
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: in_zeroentropy, application_process, ze_doc_id, updated, last_synced, credit_limit_range, standard_apr_range
- Label: SpecialOffer
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: CardIssuer
  Properties: in_zeroentropy, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, updated, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, TravelFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: foreign_transaction_fee, in_zeroentropy, updated, last_synced, minimum_income_requirement, standard_apr_range
- Label: CardIssuer
  Properties: in_zeroentropy, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, updated, recommended_credit_score, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, ProtectionFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: Feature, ProtectionFeature
  Properties: in_zeroentropy, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: in_zeroentropy, application_process, updated, last_synced, credit_limit_range, standard_apr_range
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, recommended_credit_score, last_synced, name, eligibility, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: annual_fee, in_zeroentropy, application_process, ze_doc_id, updated, description, last_synced
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, last_synced, name, eligibility, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, ProtectionFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: annual_fee, in_zeroentropy, application_process, ze_doc_id, updated, last_synced
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, description, last_synced
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, last_synced, name, type
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: Feature, APRFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: annual_fee, in_zeroentropy, application_process, updated, last_synced
- Label: CardIssuer
  Properties: in_zeroentropy, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, additional_info, description, last_synced, name
- Label: FinancialDetail
  Properties: annual_fee, in_zeroentropy, updated, last_synced, standard_apr_range
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, last_synced, name, type
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature, RewardFeature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: Feature
  Properties: in_zeroentropy, ze_doc_id, updated, description, last_synced, name
- Label: FinancialDetail
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, last_synced
- Label: CardIssuer
  Properties: in_zeroentropy, ze_doc_id, updated, last_synced, name
- Label: CreditCard
  Properties: annual_fee, in_zeroentropy, ze_doc_id, updated, last_synced, name, type

RELATIONSHIPS:
- Type: ISSUED_BY
- Type: OPERATES_ON
- Type: HAS_FEATURE
- Type: HAS_FINANCIAL_DETAILS
- Type: HAS_REVIEWS
- Type: HAS_ACCEPTANCE_INFO
- Type: OFFERS_PROMOTION
- Type: HAS_FINANCIAL_DETAIL

[Assistant]
<thought_1>I need to first confirm that the CreditCard "Tech Enthusiast Edge Card" exists in the database before proceeding with creating Feature nodes and relationships. Let me search for it specifically.</thought_1><tool_call>
    <tool_name>contact_search_agent</tool_name>
    <parameters>
        <parameter>
            <parameter_name>chain_of_thought</parameter_name>
            <parameter_value>I need to verify the existence of the CreditCard node with name "Tech Enthusiast Edge Card" before creating Feature nodes and relationships to it.</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>search_agent_query</parameter_name>
            <parameter_value>Find a CreditCard node with the name "Tech Enthusiast Edge Card"</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>labels</parameter_name>
            <parameter_value>['CreditCard']</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>properties</parameter_name>
            <parameter_value>{'name': 'Tech Enthusiast Edge Card'}</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from tool: Found:

Node: CreditCard
Properties:
- annual_fee: 125
- name: Tech Enthusiast Edge Card
- type: Rewards

Relationships:
- [ISSUED_BY] → CardIssuer(name: Digital Banking Solutions)

The search confirms the existence of a CreditCard node with the name "Tech Enthusiast Edge Card" that has an annual fee of $125 and is a Rewards type card. This card is issued by "Digital Banking Solutions".

[Assistant]
<thought_1>Great, I've confirmed that the CreditCard node "Tech Enthusiast Edge Card" exists in the database and is connected to the CardIssuer "Digital Banking Solutions" via an ISSUED_BY relationship. Now I need to check if any of the Feature nodes described in the current insertion step already exist to avoid creating duplicates.</thought_1><thought_2>Let me check for the existence of the first feature node: "4% Back on Tech Purchases"</thought_2><tool_call>
    <tool_name>contact_search_agent</tool_name>
    <parameters>
        <parameter>
            <parameter_name>chain_of_thought</parameter_name>
            <parameter_value>I need to check if a Feature node named "4% Back on Tech Purchases" already exists to avoid creating duplicates.</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>search_agent_query</parameter_name>
            <parameter_value>Find a Feature node with the name "4% Back on Tech Purchases"</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>labels</parameter_name>
            <parameter_value>['Feature', 'RewardFeature']</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>properties</parameter_name>
            <parameter_value>{'name': '4% Back on Tech Purchases'}</parameter_value>
        </parameter>
    </parameters>
</tool_call>