[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>search_by_full_text</name>
        <description>Tool to search the graph database using a full-text search query on all nodes and relationships.
Note search_query can be in the following formats :
   Since we are working on a neo4j database we can use the full text search query to search the database the format are
   so for matching string like machine learning we can do:
        simple_term - like "machine"
        prefix_term - like "mach*"
        suffix_term - like "*learning"
        middle_wildcard_term - like "ma*ne"
        multile_wildcard_term - like "*earn*"
        fuzzy_term - like "mchine~"
        fuzzy with distance - like "mchine~2"
        term with boost - like "machine^2"
        phrase - like "machine learning"
        phrase with slop - like "machine learning"~2
        boolean - like "machine AND learning" supports AND, OR, NOT</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>chain_of_thought</name>
                <type>string</type>
                <description>Chain Of Thought</description>
            </property>
            <property>
                <name>search_query</name>
                <type>string</type>
                <description>Search Query</description>
            </property>
            </properties>
            <required>chain_of_thought, search_query</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>filter_search_by_nodes_properties</name>
        <description>Tool to search the graph database using a full-text search query on specific nodes and properties.
Your job is to given user context and search query determine the nodes and properties that seem relevant to search on and then use this tool to search the graph database
Make sure to pass the nodes and properties in same format as you get since it can be case sensitive
Note search_query can be in the following formats :
   Since we are working on a neo4j database we can use the full text search query to search the database the format are
   so for matching string like machine learning we can do:
        simple_term - like "machine"
        prefix_term - like "mach*"
        suffix_term - like "*learning"
        middle_wildcard_term - like "ma*ne"
        multile_wildcard_term - like "*earn*"
        fuzzy_term - like "mchine~"
        fuzzy with distance - like "mchine~2"
        term with boost - like "machine^2"
        phrase - like "machine learning"
        phrase with slop - like "machine learning"~2
        boolean - like "machine AND learning" supports AND, OR, NOT</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>chain_of_thought</name>
                <type>string</type>
                <description>Chain Of Thought</description>
            </property>
            <property>
                <name>search_query</name>
                <type>string</type>
                <description>Search Query</description>
            </property>
            <property>
                <name>nodes</name>
                <type>array</type>
                <description>Nodes</description>
                <items>
                    <type>string</type>
                </items>
            </property>
            <property>
                <name>properties</name>
                <type>array</type>
                <description>Properties</description>
                <items>
                    <type>string</type>
                </items>
            </property>
            </properties>
            <required>chain_of_thought, search_query, nodes, properties</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>vector_search</name>
        <description>This tool allows you to perform semantic searches in the graph database. It uses questions generated from the generate vector search queries to find nodes that are semantically similar to your search query. It returns a formatted string containing the most similar nodes and their relationships, similar to the search_full_text tool.</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>chain_of_thought</name>
                <type>string</type>
                <description>Chain Of Thought</description>
            </property>
            <property>
                <name>search_query</name>
                <type>string</type>
                <description>Search Query</description>
            </property>
            </properties>
            <required>chain_of_thought, search_query</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>generate_vector_search_queries</name>
        <description>This tool turns the nodes labels and properties into descriptions phrased as questions, this allows better context for vector search queries when question to question matching is done</description>
        <parameters>
            <type>object</type>
            <properties>
            <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>labels, properties</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>search_relationships</name>
        <description>This tool allows you to search for relationships in the graph database by relationship **type**.
It returns a formatted string containing the most relevant relationships of the specified type and the nodes they connect.
For example, to search for 'ASSOCIATED_WITH' relationships, you would set search_query to 'ASSOCIATED_WITH'.
The search is case-insensitive and will find relationships of the specified type.</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>chain_of_thought</name>
                <type>string</type>
                <description>Chain Of Thought</description>
            </property>
            <property>
                <name>search_query</name>
                <type>string</type>
                <description>Search Query</description>
            </property>
            </properties>
            <required>chain_of_thought, search_query</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>
        <agent_role>
        You are a search agent AI working with both graph and vector databases. Your task is to efficiently retrieve information based on context and queries from the orchestrator. You are part of a multi-agent system that includes an Insertion Agent and a Search Orchestrator, where your primary responsibility is to find existing information to give an answer to the user query
        </agent_role>

        <search_workflow>
        Follow this precise search process in order:

        1. **ALWAYS check database status first**
        - Call `retrieve_ledger` to get the graph database schema
        - If the graph is empty (no nodes or relationships), inform the user immediately and do not proceed with further searches
        - Understand the available node labels, relationship types, and properties

        2. **Begin with vector search (PRIORITY)**
        - Generate vector search queries with `generate_vector_search_queries` using relevant labels and properties
        - Use `vector_search` with these queries for semantic matching

        3. **Use other methods to get more information**
        - Use appropriate search query formats (simple, wildcard, fuzzy, boolean) based on context

         **Narrow search with specific nodes/properties**
        - Use `filter_search_by_nodes_properties` to target specific node types and attributes

         **Examine relationships when appropriate**
        - Use `search_relationships` to find connections between entities
        - Particularly useful when looking for how entities are related rather than entities themselves
        </search_workflow>

        <search_constraints>
        1. **Empty Graph Handling**
        - If `retrieve_ledger` returns an empty schema, immediately stop and report that both graphs are empty
        - Do not attempt other search operations when the graph is empty

        2. **Efficiency Over Comprehensiveness**
        - Once sufficient information is found to answer the query, stop searching
        - Prioritize returning results quickly rather than finding all possible matches

        3. **Attribute Flexibility**
        - Be creative with search terms - information might be stored with different terminology
        - Try different search strategies if direct attribute searches fail
        - Consider both exact and semantic matches
        </search_constraints>

        <output_format>
        Return search results in a clear, structured format that shows:
        1. What node types were found
        2. Key properties of those nodes
        3. Important relationships between nodes
        4. Whether the search was comprehensive or if more specific searches could be performed

        Do not provide lengthy explanations - focus on presenting the found information clearly.
        </output_format>

        <error_handling>
        - If a search tool fails, try an alternative approach rather than repeating the same search
        - If search terms seem ambiguous, try both specific and broader interpretations
        - If information appears contradictory, report both findings and highlight the inconsistency
        </error_handling>

        <tool_usage>
        1. **retrieve_ledger**
        - Purpose: Understand graph structure and check if graph is empty
        - Handling: If empty result, report that both graphs are empty and stop

        2. **generate_vector_search_queries**
        - Call: Before calling vector search, generate up to 3 properties for vector search queries
        - Input: Pass appropriate labels and properties from schema
        - Purpose: Creates optimized questions for vector search
        - Example: `await generate_vector_search_queries(ctx, ["Person", "Organization"], {"name": "search term"})`

        3. **vector_search**
        - Call: using questions from generate_vector_search_queries
        - Priority: Ensure this is always tried as it allows for semantic matching
        - Purpose: Find semantically similar information

        4. **search_by_full_text**
        - Formats: Use appropriate query syntax (wildcard, fuzzy, boolean) based on the search need
        - Example query formats:
            - Prefix: "bank*" to find "banking", "banker", etc.
            - Fuzzy: "finace~" to find "finance" despite misspelling
            - Boolean: "credit AND score NOT history" for specific combinations

        5. **filter_search_by_nodes_properties**
        - Input: Be precise with node labels and property names from schema
        - Purpose: More targeted search when you know where to look

        6. **search_relationships**
        - Call: When specifically looking for connections between entities
        - Input: Relationship type exactly as shown in schema
        - Purpose: Find how entities are connected rather than entities themselves
        </tool_usage>
        </user_specific_instructions>
<user_specific_instructions>For each search query the result you return return it in the format of found nodes properties and thier relations as per the graph database schema
            Return info in format of what Node and its type was found with its properties and nicely formatted relations no need to explain or answer, if some info was not found return back with empty results
            Return back what u found in exact format for Node and its properties and relations as per query
            </user_specific_instructions>
<user_specific_instructions>For each search query the result you return return it in the format of found nodes properties and thier relations as per the graph database schema
            Return info in format of what Node and its type was found with its properties and nicely formatted relations no need to explain or answer, if some info was not found return back with empty results
            Return back what u found in exact format for Node and its properties and relations as per query
            </user_specific_instructions>
<user_specific_instructions>For each search query the result you return return it in the format of found nodes properties and thier relations as per the graph database schema
            Return info in format of what Node and its type was found with its properties and nicely formatted relations no need to explain or answer, if some info was not found return back with empty results
            Return back what u found in exact format for Node and its properties and relations as per query
            </user_specific_instructions>
<user_specific_instructions>For each search query the result you return return it in the format of found nodes properties and thier relations as per the graph database schema
            Return info in format of what Node and its type was found with its properties and nicely formatted relations no need to explain or answer, if some info was not found return back with empty results
            Return back what u found in exact format for Node and its properties and relations as per query
            </user_specific_instructions>
<user_specific_instructions>For each search query the result you return return it in the format of found nodes properties and thier relations as per the graph database schema
            Return info in format of what Node and its type was found with its properties and nicely formatted relations no need to explain or answer, if some info was not found return back with empty results
            Return back what u found in exact format for Node and its properties and relations as per query
            </user_specific_instructions>
<user_specific_instructions>For each search query the result you return return it in the format of found nodes properties and thier relations as per the graph database schema
            Return info in format of what Node and its type was found with its properties and nicely formatted relations no need to explain or answer, if some info was not found return back with empty results
            Return back what u found in exact format for Node and its properties and relations as per query
            </user_specific_instructions>
<user_specific_instructions>For each search query the result you return return it in the format of found nodes properties and thier relations as per the graph database schema
            Return info in format of what Node and its type was found with its properties and nicely formatted relations no need to explain or answer, if some info was not found return back with empty results
            Return back what u found in exact format for Node and its properties and relations as per query
            </user_specific_instructions>
<user_specific_instructions>For each search query the result you return return it in the format of found nodes properties and thier relations as per the graph database schema
            Return info in format of what Node and its type was found with its properties and nicely formatted relations no need to explain or answer, if some info was not found return back with empty results
            Return back what u found in exact format for Node and its properties and relations as per query
            </user_specific_instructions>
<user_specific_instructions>For each search query the result you return return it in the format of found nodes properties and thier relations as per the graph database schema
            Return info in format of what Node and its type was found with its properties and nicely formatted relations no need to explain or answer, if some info was not found return back with empty results
            Return back what u found in exact format for Node and its properties and relations as per query
            </user_specific_instructions>
<user_specific_instructions>For each search query the result you return return it in the format of found nodes properties and thier relations as per the graph database schema
            Return info in format of what Node and its type was found with its properties and nicely formatted relations no need to explain or answer, if some info was not found return back with empty results
            Return back what u found in exact format for Node and its properties and relations as per query
            </user_specific_instructions>

[User] Find CardIssuer node with name "Innovation Credit" Labels: CardIssuer Properties: name: Innovation Credit   Use all kinds of queries to confirm existence of the data if basic queries dont work, if you have enough info to answer the question dont go more deep

[Assistant]
<thought_1>First, I need to check the status of the database to understand its schema and confirm it's not empty.</thought_1><tool_call>
    <tool_name>retreive_ledger</tool_name>
    <parameters>
        <parameter>
            <parameter_name>chain_of_thought</parameter_name>
            <parameter_value>Checking the current state of the graph database to understand its structure and verify it's not empty.</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

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've confirmed the database is not empty and contains CardIssuer nodes with the 'name' property, which is what I need to search for. Now, I'll look for a CardIssuer node with the name "Innovation Credit" using a direct search approach first.</thought_1><thought_2>I'll start with the most straightforward search using the filter_search_by_nodes_properties tool, targeting specifically the CardIssuer node type and the name property with an exact match for "Innovation Credit".</thought_2><tool_call>
    <tool_name>filter_search_by_nodes_properties</tool_name>
    <parameters>
        <parameter>
            <parameter_name>chain_of_thought</parameter_name>
            <parameter_value>Searching directly for a CardIssuer node with name "Innovation Credit" using a specific node and property filter.</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>search_query</parameter_name>
            <parameter_value>"Innovation Credit"</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>nodes</parameter_name>
            <parameter_value>['CardIssuer']</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>properties</parameter_name>
            <parameter_value>['name']</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from filter_search_by_nodes_properties tool
:
Top 5 results for search term: '"Innovation Credit"'
Filtered by labels: CardIssuer
Filtered by properties: name
====================================================================================================
No matches found
====================================================================================================

[Assistant]
<thought_1>The direct search for "Innovation Credit" with the exact term in quotes didn't find any matches. This could be because the name might be stored slightly differently or the quotes might be affecting the search. Let me try a different search approach without quotes and using a simple term.</thought_1><thought_2>I'll use the filter_search_by_nodes_properties tool again but with a simpler search query format for "Innovation Credit" without quotes.</thought_2><tool_call>
    <tool_name>filter_search_by_nodes_properties</tool_name>
    <parameters>
        <parameter>
            <parameter_name>chain_of_thought</parameter_name>
            <parameter_value>Trying a simpler search query format without quotes to find CardIssuer with name "Innovation Credit".</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>search_query</parameter_name>
            <parameter_value>Innovation Credit</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>nodes</parameter_name>
            <parameter_value>['CardIssuer']</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>properties</parameter_name>
            <parameter_value>['name']</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from filter_search_by_nodes_properties tool
:
Top 5 results for search term: 'Innovation Credit'
Filtered by labels: CardIssuer
Filtered by properties: name
====================================================================================================

Node Score: 1.3362
Main Node: CardIssuer(name: Education Credit Union)

Relationships:
  ← [ISSUED_BY] ← CreditCard(annual_fee: 0, recommended_credit_score: Fair-Good, name: Student Success Card, eligibility: Students enrolled in accredited institutions, type: Student)
--------------------------------------------------------------------------------
====================================================================================================

[Assistant]
<thought_1>I'm still not finding an exact match for "Innovation Credit" but I did get a result for "Education Credit Union" which is somewhat similar. Let me try using a wildcard search to see if there might be any CardIssuer with a name containing "Innovation" or "Credit".</thought_1><thought_2>I'll use a wildcard search with "*Innovation*" and "*Credit*" to find any CardIssuer that contains these terms in their name.</thought_2><tool_call>
    <tool_name>filter_search_by_nodes_properties</tool_name>
    <parameters>
        <parameter>
            <parameter_name>chain_of_thought</parameter_name>
            <parameter_value>Using wildcard search to find any CardIssuer with name containing "Innovation" or "Credit"</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>search_query</parameter_name>
            <parameter_value>*Innovation*</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>nodes</parameter_name>
            <parameter_value>['CardIssuer']</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>properties</parameter_name>
            <parameter_value>['name']</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from filter_search_by_nodes_properties tool
:
Top 5 results for search term: '*Innovation*'
Filtered by labels: CardIssuer
Filtered by properties: name
====================================================================================================
No matches found
====================================================================================================

[Assistant]
<thought_1>I'm not finding any CardIssuer with "Innovation" in its name. Let me try a broader search using just "Credit" as a wildcard term to see all CardIssuers that have "Credit" in their name.</thought_1><tool_call>
    <tool_name>filter_search_by_nodes_properties</tool_name>
    <parameters>
        <parameter>
            <parameter_name>chain_of_thought</parameter_name>
            <parameter_value>Trying a broader search for CardIssuers with "Credit" in their name.</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>search_query</parameter_name>
            <parameter_value>*Credit*</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>nodes</parameter_name>
            <parameter_value>['CardIssuer']</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>properties</parameter_name>
            <parameter_value>['name']</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from filter_search_by_nodes_properties tool
:
Top 5 results for search term: '*Credit*'
Filtered by labels: CardIssuer
Filtered by properties: name
====================================================================================================

Node Score: 1.0000
Main Node: CardIssuer(name: Education Credit Union)

Relationships:
  ← [ISSUED_BY] ← CreditCard(annual_fee: 0, recommended_credit_score: Fair-Good, name: Student Success Card, eligibility: Students enrolled in accredited institutions, type: Student)
--------------------------------------------------------------------------------
====================================================================================================

[Assistant]
<thought_1>I'm only finding a CardIssuer named "Education Credit Union" but not "Innovation Credit". Let me try a full text search across all nodes to see if there's any mention of "Innovation Credit" anywhere in the database.</thought_1><tool_call>
    <tool_name>search_by_full_text</tool_name>
    <parameters>
        <parameter>
            <parameter_name>chain_of_thought</parameter_name>
            <parameter_value>Using full text search to see if "Innovation Credit" appears anywhere in the database.</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>search_query</parameter_name>
            <parameter_value>Innovation Credit</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from search_by_full_text tool
:
Search results for: 'Innovation Credit'
================================================================================

Node Score: 3.0961
Main Node: Feature(description: Secured credit option available, name: Secured Credit Option)

Relationships:
  ← [HAS_FEATURE] ← CreditCard(annual_fee: 0, recommended_credit_score: Poor-Fair, name: Family First Credit Builder, type: Credit Builder)
------------------------------------------------------------

Node Score: 1.8870
Main Node: CreditCard(annual_fee: 0, recommended_credit_score: Poor-Fair, name: Family First Credit Builder, type: Credit Builder)

Relationships:
  → [ISSUED_BY] → CardIssuer(name: Community Trust Bank)
  → [HAS_FEATURE] → Feature, RewardFeature(description: 2% cashback on groceries and childcare, name: Cashback Rewards)
  → [HAS_FEATURE] → Feature(description: Free financial literacy courses, name: Financial Literacy)
  → [HAS_FEATURE] → Feature, ProtectionFeature(description: Emergency assistance program included, name: Emergency Assistance)
  → [HAS_FEATURE] → Feature(description: Secured credit option available, name: Secured Credit Option)
  → [HAS_FEATURE] → Feature, RewardFeature(description: Deposits into savings for children's future, name: Family Savings Rewards)
  → [HAS_FEATURE] → Feature, RewardFeature(description: 2% cashback on all grocery and childcare purchases, name: 2% Cashback on Groceries and Childcare)
  → [HAS_FEATURE] → Feature, RewardFeature(description: Automatically deposits rewards into a linked savings account for children's future, name: Family Savings Rewards Program)
  → [HAS_FEATURE] → Feature(description: Provides free financial literacy courses to cardholders, name: Free Financial Literacy Courses)
  → [HAS_FEATURE] → Feature, ProtectionFeature(description: Includes an emergency assistance program for cardholders, name: Emergency Assistance Program)
  → [HAS_FINANCIAL_DETAILS] → FinancialDetail(application_process: Standard application with secured credit option available, credit_limit_range: Varies based on security deposit, standard_apr_range: Variable)
------------------------------------------------------------

Node Score: 1.3362
Main Node: CardIssuer(name: Education Credit Union)

Relationships:
  ← [ISSUED_BY] ← CreditCard(annual_fee: 0, recommended_credit_score: Fair-Good, name: Student Success Card, eligibility: Students enrolled in accredited institutions, type: Student)
------------------------------------------------------------

Node Score: 1.0598
Main Node: SpecialOffer(end_date: 2030-04-06, description: Free TSA PreCheck or Global Entry application fee reimbursement, name: TSA PreCheck/Global Entry Credit)

Relationships:
  ← [OFFERS_PROMOTION] ← CreditCard(annual_fee: 150, recommended_credit_score: 740+, name: Summit Infinite Travel, type: Travel)
------------------------------------------------------------

Node Score: 1.0265
Main Node: Feature, ProtectionFeature(description: Trip Delay/Cancellation Protection, Lost Baggage Insurance, Purchase Protection, Free TSA PreCheck/Global Entry Credit, name: Summit Infinite Premium Protections)

Relationships:
  ← [HAS_FEATURE] ← CreditCard(annual_fee: 150, recommended_credit_score: 740+, name: Summit Infinite Travel, type: Travel)
------------------------------------------------------------

Node Score: 0.5966
Main Node: FinancialDetail(application_process: Online application with credit check, credit_limit_range: Based on creditworthiness, minimum_income_requirement: Required but not specified, standard_apr_range: 17.99%-26.99%)

Relationships:
  ← [HAS_FINANCIAL_DETAILS] ← CreditCard(annual_fee: 495, recommended_credit_score: 740, name: Horizon Unlimited Platinum Card, type: Platinum)
------------------------------------------------------------

Node Score: 0.4983
Main Node: FinancialDetail(application_process: Standard application with secured credit option available, credit_limit_range: Varies based on security deposit, standard_apr_range: Variable)

Relationships:
  ← [HAS_FINANCIAL_DETAILS] ← CreditCard(annual_fee: 0, recommended_credit_score: Poor-Fair, name: Family First Credit Builder, type: Credit Builder)
------------------------------------------------------------
================================================================================

[Assistant]
<thought_1>The full text search returned several results containing "Credit" but none specifically for a CardIssuer named "Innovation Credit". Let's try a vector search which might catch semantic similarities.</thought_1><thought_2>First, I'll generate vector search queries using the CardIssuer label and name property.</thought_2><tool_call>
    <tool_name>generate_vector_search_queries</tool_name>
    <parameters>
        <parameter>
            <parameter_name>labels</parameter_name>
            <parameter_value>['CardIssuer']</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>properties</parameter_name>
            <parameter_value>{'name': 'Innovation Credit'}</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from generate_vector_search_queries tool
: 1. Is there a label CardIssuer  with property name 'Innovation Credit'?

[Assistant]
<thought_1>Now I'll use the generated vector search query to perform a semantic search for "Innovation Credit".</thought_1><tool_call>
    <tool_name>vector_search</tool_name>
    <parameters>
        <parameter>
            <parameter_name>chain_of_thought</parameter_name>
            <parameter_value>Using vector search to find semantic matches for a CardIssuer named "Innovation Credit".</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>search_query</parameter_name>
            <parameter_value>Is there a card issuer named Innovation Credit?</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from vector_search tool
:
Vector search results for: 'Is there a card issuer named Innovation Credit?'
================================================================================

Node Similarity: 1.7828
Main Node: CardIssuer(in_zeroentropy: True, ze_doc_id: node-4d0ccce1e08ac44d9a5312fc28a30dc9574, updated: False, last_synced: 1744012516626, name: Education Credit Union)

Relationships:
  ← [ISSUED_BY] ← CreditCard(annual_fee: 0, in_zeroentropy: True, ze_doc_id: node-4d0ccce1e08ac44d9a5312fc28a30dc9575, updated: False, recommended_credit_score: Fair-Good, last_synced: 1744012682779, name: Student Success Card, eligibility: Students enrolled in accredited institutions, type: Student)
------------------------------------------------------------

Node Similarity: 1.4552
Main Node: CardIssuer(in_zeroentropy: True, ze_doc_id: node-4d0ccce1e08ac44d9a5312fc28a30dc952, updated: False, last_synced: 1744003754042, name: Summit Financial Group)

Relationships:
  ← [ISSUED_BY] ← CreditCard(annual_fee: 150, in_zeroentropy: True, ze_doc_id: node-4d0ccce1e08ac44d9a5312fc28a30dc958, updated: False, recommended_credit_score: 740+, last_synced: 1744003758050, name: Summit Infinite Travel, type: Travel)
------------------------------------------------------------

Node Similarity: 1.1033
Main Node: CardIssuer(in_zeroentropy: True, ze_doc_id: node-4d0ccce1e08ac44d9a5312fc28a30dc9588, updated: False, last_synced: 1744013846158, name: City National)

Relationships:
  ← [ISSUED_BY] ← CreditCard(annual_fee: 60, in_zeroentropy: True, ze_doc_id: node-4d0ccce1e08ac44d9a5312fc28a30dc9589, updated: False, last_synced: 1744014013357, name: Urban Explorer Metro Card, type: Rewards)
------------------------------------------------------------

Node Similarity: 0.7513
Main Node: CardIssuer(in_zeroentropy: True, ze_doc_id: node-4d0ccce1e08ac44d9a5312fc28a30dc9546, updated: False, last_synced: 1744010593914, name: Gourmet Financial)

Relationships:
  ← [ISSUED_BY] ← CreditCard(annual_fee: 99, in_zeroentropy: True, ze_doc_id: node-4d0ccce1e08ac44d9a5312fc28a30dc9547, updated: False, last_synced: 1744010594841, name: CulinaryElite Dining Card, type: Rewards)
------------------------------------------------------------

Node Similarity: 0.6206
Main Node: CardIssuer(in_zeroentropy: True, ze_doc_id: node-4d0ccce1e08ac44d9a5312fc28a30dc951, updated: False, last_synced: 1744003753382, name: Elevate Financial)

Relationships:
  ← [ISSUED_BY] ← CreditCard(annual_fee: 95, in_zeroentropy: True, ze_doc_id: node-4d0ccce1e08ac44d9a5312fc28a30dc957, updated: False, recommended_credit_score: 700+, last_synced: 1744003757375, name: Elevate Platinum Rewards, type: Rewards)
------------------------------------------------------------
================================================================================

[Assistant]
<thought_1>After using multiple search methods (direct filter search, wildcard search, full text search, and vector search), I still haven't found a CardIssuer node with the exact name "Innovation Credit". The closest matches I found are "Education Credit Union", "Community Trust Bank", "Summit Financial Group", "City National", "Gourmet Financial", and "Elevate Financial", but no "Innovation Credit".</thought_1><thought_2>Let me try one last approach - a fuzzy search that might catch potential spelling variations or close matches.</thought_2><tool_call>
    <tool_name>filter_search_by_nodes_properties</tool_name>
    <parameters>
        <parameter>
            <parameter_name>chain_of_thought</parameter_name>
            <parameter_value>Trying a fuzzy search to catch any close variations of "Innovation Credit".</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>search_query</parameter_name>
            <parameter_value>Innovation~2</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>nodes</parameter_name>
            <parameter_value>['CardIssuer']</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>properties</parameter_name>
            <parameter_value>['name']</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from filter_search_by_nodes_properties tool
:
Top 5 results for search term: 'Innovation~2'
Filtered by labels: CardIssuer
Filtered by properties: name
====================================================================================================
No matches found
====================================================================================================

[Assistant]
<text_output>After conducting multiple search approaches (exact match, wildcard, fuzzy, full-text, and vector search), I cannot find a CardIssuer node with the name "Innovation Credit" in the database.

The closest CardIssuer node found was:
- CardIssuer(name: Education Credit Union)
  Relationships:
  ← [ISSUED_BY] ← CreditCard(name: Student Success Card, type: Student)

Other CardIssuers in the database include:
- Summit Financial Group
- City National
- Gourmet Financial
- Elevate Financial
- Community Trust Bank

But there is no CardIssuer with the exact name "Innovation Credit" present in the database.</text_output>


[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

Available tools:
    <tool>
        <type>function</type>
        <name>book_reservation</name>
        <description>Book a reservation.</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>user_id</name>
                <type>string</type>
                <description>The ID of the user to book the reservation, such as 'sara_doe_496'.</description>
            </property>
            <property>
                <name>origin</name>
                <type>string</type>
                <description>The IATA code for the origin city, such as 'SFO'.</description>
            </property>
            <property>
                <name>destination</name>
                <type>string</type>
                <description>The IATA code for the destination city, such as 'JFK'.</description>
            </property>
            <property>
                <name>flight_type</name>
                <type>string</type>
                <enum>one_way, round_trip</enum>
            </property>
            <property>
                <name>cabin</name>
                <type>string</type>
                <enum>basic_economy, economy, business</enum>
            </property>
            <property>
                <name>flights</name>
                <type>array</type>
                <description>An array of objects containing details about each piece of flight.</description>
                <items>
                    <type>object</type>
                    <properties>
                        <property>
                            <name>flight_number</name>
                            <type>string</type>
                            <description>Flight number, such as 'HAT001'.</description>
                        </property>
                        <property>
                            <name>date</name>
                            <type>string</type>
                            <description>The date for the flight in the format 'YYYY-MM-DD', such as '2024-05-01'.</description>
                        </property>
                    </properties>
                    <required>flight_number, date</required>
                </items>
            </property>
            <property>
                <name>passengers</name>
                <type>array</type>
                <description>An array of objects containing details about each passenger.</description>
                <items>
                    <type>object</type>
                    <properties>
                        <property>
                            <name>first_name</name>
                            <type>string</type>
                            <description>The first name of the passenger, such as 'Noah'.</description>
                        </property>
                        <property>
                            <name>last_name</name>
                            <type>string</type>
                            <description>The last name of the passenger, such as 'Brown'.</description>
                        </property>
                        <property>
                            <name>dob</name>
                            <type>string</type>
                            <description>The date of birth of the passenger in the format 'YYYY-MM-DD', such as '1990-01-01'.</description>
                        </property>
                    </properties>
                    <required>first_name, last_name, dob</required>
                </items>
            </property>
            <property>
                <name>payment_methods</name>
                <type>array</type>
                <description>An array of objects containing details about each payment method.</description>
                <items>
                    <type>object</type>
                    <properties>
                        <property>
                            <name>payment_id</name>
                            <type>string</type>
                            <description>The payment id stored in user profile, such as 'credit_card_7815826', 'gift_card_7815826', 'certificate_7815826'.</description>
                        </property>
                        <property>
                            <name>amount</name>
                            <type>number</type>
                            <description>The amount to be paid.</description>
                        </property>
                    </properties>
                    <required>payment_id, amount</required>
                </items>
            </property>
            <property>
                <name>total_baggages</name>
                <type>integer</type>
                <description>The total number of baggage items included in the reservation.</description>
            </property>
            <property>
                <name>nonfree_baggages</name>
                <type>integer</type>
                <description>The number of non-free baggage items included in the reservation.</description>
            </property>
            <property>
                <name>insurance</name>
                <type>string</type>
                <enum>yes, no</enum>
            </property>
            </properties>
            <required>user_id, origin, destination, flight_type, cabin, flights, passengers, payment_methods, total_baggages, nonfree_baggages, insurance</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>calculate</name>
        <description>Calculate the result of a mathematical expression.</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>expression</name>
                <type>string</type>
                <description>The mathematical expression to calculate, such as '2 + 2'. The expression can contain numbers, operators (+, -, *, /), parentheses, and spaces.</description>
            </property>
            </properties>
            <required>expression</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>cancel_reservation</name>
        <description>Cancel the whole reservation.</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>reservation_id</name>
                <type>string</type>
                <description>The reservation ID, such as 'ZFA04Y'.</description>
            </property>
            </properties>
            <required>reservation_id</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>get_reservation_details</name>
        <description>Get the details of a reservation.</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>reservation_id</name>
                <type>string</type>
                <description>The reservation id, such as '8JX2WO'.</description>
            </property>
            </properties>
            <required>reservation_id</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>get_user_details</name>
        <description>Get the details of an user, including their reservations.</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>user_id</name>
                <type>string</type>
                <description>The user id, such as 'sara_doe_496'.</description>
            </property>
            </properties>
            <required>user_id</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>list_all_airports</name>
        <description>List all airports and their cities.</description>
        <parameters>
            <type>object</type>
            <properties>
            </properties>
            <required></required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>search_direct_flight</name>
        <description>Search direct flights between two cities on a specific date.</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>origin</name>
                <type>string</type>
                <description>The origin city airport in three letters, such as 'JFK'.</description>
            </property>
            <property>
                <name>destination</name>
                <type>string</type>
                <description>The destination city airport in three letters, such as 'LAX'.</description>
            </property>
            <property>
                <name>date</name>
                <type>string</type>
                <description>The date of the flight in the format 'YYYY-MM-DD', such as '2024-01-01'.</description>
            </property>
            </properties>
            <required>origin, destination, date</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>search_onestop_flight</name>
        <description>Search direct flights between two cities on a specific date.</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>origin</name>
                <type>string</type>
                <description>The origin city airport in three letters, such as 'JFK'.</description>
            </property>
            <property>
                <name>destination</name>
                <type>string</type>
                <description>The destination city airport in three letters, such as 'LAX'.</description>
            </property>
            <property>
                <name>date</name>
                <type>string</type>
                <description>The date of the flight in the format 'YYYY-MM-DD', such as '2024-05-01'.</description>
            </property>
            </properties>
            <required>origin, destination, date</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>send_certificate</name>
        <description>Send a certificate to a user. Be careful!</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>user_id</name>
                <type>string</type>
                <description>The ID of the user to book the reservation, such as 'sara_doe_496'.</description>
            </property>
            <property>
                <name>amount</name>
                <type>number</type>
                <description>Certificate amount to send.</description>
            </property>
            </properties>
            <required>user_id, amount</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>think</name>
        <description>Use the tool to think about something. It will not obtain new information or change the database, but just append the thought to the log. Use it when complex reasoning is needed.</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>thought</name>
                <type>string</type>
                <description>A thought to think about.</description>
            </property>
            </properties>
            <required>thought</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>transfer_to_human_agents</name>
        <description>Transfer the user to a human agent, with a summary of the user's issue. Only transfer if the user explicitly asks for a human agent, or if the user's issue cannot be resolved by the agent with the available tools.</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>summary</name>
                <type>string</type>
                <description>A summary of the user's issue.</description>
            </property>
            </properties>
            <required>summary</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>update_reservation_baggages</name>
        <description>Update the baggage information of a reservation.</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>reservation_id</name>
                <type>string</type>
                <description>The reservation ID, such as 'ZFA04Y'.</description>
            </property>
            <property>
                <name>total_baggages</name>
                <type>integer</type>
                <description>The updated total number of baggage items included in the reservation.</description>
            </property>
            <property>
                <name>nonfree_baggages</name>
                <type>integer</type>
                <description>The updated number of non-free baggage items included in the reservation.</description>
            </property>
            <property>
                <name>payment_id</name>
                <type>string</type>
                <description>The payment id stored in user profile, such as 'credit_card_7815826', 'gift_card_7815826', 'certificate_7815826'.</description>
            </property>
            </properties>
            <required>reservation_id, total_baggages, nonfree_baggages, payment_id</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>update_reservation_flights</name>
        <description>Update the flight information of a reservation.</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>reservation_id</name>
                <type>string</type>
                <description>The reservation ID, such as 'ZFA04Y'.</description>
            </property>
            <property>
                <name>cabin</name>
                <type>string</type>
                <enum>basic_economy, economy, business</enum>
            </property>
            <property>
                <name>flights</name>
                <type>array</type>
                <description>An array of objects containing details about each piece of flight in the ENTIRE new reservation. Even if the a flight segment is not changed, it should still be included in the array.</description>
                <items>
                    <type>object</type>
                    <properties>
                        <property>
                            <name>flight_number</name>
                            <type>string</type>
                            <description>Flight number, such as 'HAT001'.</description>
                        </property>
                        <property>
                            <name>date</name>
                            <type>string</type>
                            <description>The date for the flight in the format 'YYYY-MM-DD', such as '2024-05-01'.</description>
                        </property>
                    </properties>
                    <required>flight_number, date</required>
                </items>
            </property>
            <property>
                <name>payment_id</name>
                <type>string</type>
                <description>The payment id stored in user profile, such as 'credit_card_7815826', 'gift_card_7815826', 'certificate_7815826'.</description>
            </property>
            </properties>
            <required>reservation_id, cabin, flights, payment_id</required>
        </parameters>
    </tool>

    <tool>
        <type>function</type>
        <name>update_reservation_passengers</name>
        <description>Update the passenger information of a reservation.</description>
        <parameters>
            <type>object</type>
            <properties>
            <property>
                <name>reservation_id</name>
                <type>string</type>
                <description>The reservation ID, such as 'ZFA04Y'.</description>
            </property>
            <property>
                <name>passengers</name>
                <type>array</type>
                <description>An array of objects containing details about each passenger.</description>
                <items>
                    <type>object</type>
                    <properties>
                        <property>
                            <name>first_name</name>
                            <type>string</type>
                            <description>The first name of the passenger, such as 'Noah'.</description>
                        </property>
                        <property>
                            <name>last_name</name>
                            <type>string</type>
                            <description>The last name of the passenger, such as 'Brown'.</description>
                        </property>
                        <property>
                            <name>dob</name>
                            <type>string</type>
                            <description>The date of birth of the passenger in the format 'YYYY-MM-DD', such as '1990-01-01'.</description>
                        </property>
                    </properties>
                    <required>first_name, last_name, dob</required>
                </items>
            </property>
            </properties>
            <required>reservation_id, passengers</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># Airline Agent Policy

The current time is 2024-05-15 15:00:00 EST.

As an airline agent, you can help users book, modify, or cancel flight reservations.

- Before taking any actions that update the booking database (booking, modifying flights, editing baggage, upgrading cabin class, or updating passenger information), you must list the action details and obtain explicit user confirmation (yes) to proceed.

- You should not provide any information, knowledge, or procedures not provided by the user or available tools, or give subjective recommendations or comments.

- You should only make one tool call at a time, and if you make a tool call, you should not respond to the user simultaneously. If you respond to the user, you should not make a tool call at the same time.

- You should deny user requests that are against this policy.

- You should transfer the user to a human agent if and only if the request cannot be handled within the scope of your actions.

## Domain Basic

- Each user has a profile containing user id, email, addresses, date of birth, payment methods, reservation numbers, and membership tier.

- Each reservation has an reservation id, user id, trip type (one way, round trip), flights, passengers, payment methods, created time, baggages, and travel insurance information.

- Each flight has a flight number, an origin, destination, scheduled departure and arrival time (local time), and for each date:
  - If the status is "available", the flight has not taken off, available seats and prices are listed.
  - If the status is "delayed" or "on time", the flight has not taken off, cannot be booked.
  - If the status is "flying", the flight has taken off but not landed, cannot be booked.

## Book flight

- The agent must first obtain the user id, then ask for the trip type, origin, destination.

- Passengers: Each reservation can have at most five passengers. The agent needs to collect the first name, last name, and date of birth for each passenger. All passengers must fly the same flights in the same cabin.

- Payment: each reservation can use at most one travel certificate, at most one credit card, and at most three gift cards. The remaining amount of a travel certificate is not refundable. All payment methods must already be in user profile for safety reasons.

- Checked bag allowance: If the booking user is a regular member, 0 free checked bag for each basic economy passenger, 1 free checked bag for each economy passenger, and 2 free checked bags for each business passenger. If the booking user is a silver member, 1 free checked bag for each basic economy passenger, 2 free checked bag for each economy passenger, and 3 free checked bags for each business passenger. If the booking user is a gold member, 2 free checked bag for each basic economy passenger, 3 free checked bag for each economy passenger, and 3 free checked bags for each business passenger. Each extra baggage is 50 dollars.

- Travel insurance: the agent should ask if the user wants to buy the travel insurance, which is 30 dollars per passenger and enables full refund if the user needs to cancel the flight given health or weather reasons.

## Modify flight

- The agent must first obtain the user id and the reservation id.

- Change flights: Basic economy flights cannot be modified. Other reservations can be modified without changing the origin, destination, and trip type. Some flight segments can be kept, but their prices will not be updated based on the current price. The API does not check these for the agent, so the agent must make sure the rules apply before calling the API!

- Change cabin: all reservations, including basic economy, can change cabin without changing the flights. Cabin changes require the user to pay for the difference between their current cabin and the new cabin class. Cabin class must be the same across all the flights in the same reservation; changing cabin for just one flight segment is not possible.

- Change baggage and insurance: The user can add but not remove checked bags. The user cannot add insurance after initial booking.

- Change passengers: The user can modify passengers but cannot modify the number of passengers. This is something that even a human agent cannot assist with.

- Payment: If the flights are changed, the user needs to provide one gift card or credit card for payment or refund method. The agent should ask for the payment or refund method instead.

## Cancel flight

- The agent must first obtain the user id, the reservation id, and the reason for cancellation (change of plan, airline cancelled flight, or other reasons)

- All reservations can be cancelled within 24 hours of booking, or if the airline cancelled the flight. Otherwise, basic economy or economy flights can be cancelled only if travel insurance is bought and the condition is met, and business flights can always be cancelled. The rules are strict regardless of the membership status. The API does not check these for the agent, so the agent must make sure the rules apply before calling the API!

- The agent can only cancel the whole trip that is not flown. If any of the segments are already used, the agent cannot help and transfer is needed.

- The refund will go to original payment methods in 5 to 7 business days.

## Refund

- If the user is silver/gold member or has travel insurance or flies business, and complains about cancelled flights in a reservation, the agent can offer a certificate as a gesture after confirming the facts, with the amount being $100 times the number of passengers.

- If the user is silver/gold member or has travel insurance or flies business, and complains about delayed flights in a reservation and wants to change or cancel the reservation, the agent can offer a certificate as a gesture after confirming the facts and changing or cancelling the reservation, with the amount being $50 times the number of passengers.

- Do not proactively offer these unless the user complains about the situation and explicitly asks for some compensation. Do not compensate if the user is regular member and has no travel insurance and flies (basic) economy.
</user_specific_instructions>

[User]
I should first share my reservation ID and mention that I'd like to change my flight to nonstop.

User Response:
Hello, my reservation ID is 1N99U6; I'd like to change my current flight to a nonstop one.

[Assistant]
<thought_1>Let me first get the details of the reservation using the reservation ID provided.</thought_1><thought_2>I need to see the current reservation details to understand what flight the user is currently booked on, where they're traveling from/to, and what options are available for changing to a nonstop flight.</thought_2><tool_call>
    <tool_name>get_reservation_details</tool_name>
    <parameters>
        <parameter>
            <parameter_name>reservation_id</parameter_name>
            <parameter_value>1N99U6</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from get_reservation_details tool
: {"reservation_id": "1N99U6", "user_id": "james_taylor_7043", "origin": "LAS", "destination": "IAH", "flight_type": "round_trip", "cabin": "economy", "flights": [{"origin": "LAS", "destination": "PHX", "flight_number": "HAT284", "date": "2024-05-19", "price": 161}, {"origin": "PHX", "destination": "IAH", "flight_number": "HAT152", "date": "2024-05-19", "price": 192}, {"origin": "IAH", "destination": "LAS", "flight_number": "HAT112", "date": "2024-05-27", "price": 184}], "passengers": [{"first_name": "James", "last_name": "Taylor", "dob": "1997-01-23"}, {"first_name": "Ivan", "last_name": "Taylor", "dob": "1975-09-15"}], "payment_history": [{"payment_id": "gift_card_5634230", "amount": 1134}], "created_at": "2024-05-08T11:37:17", "total_baggages": 1, "nonfree_baggages": 0, "insurance": "yes"}

[Assistant]
<thought_1>I've retrieved the reservation details for reservation ID 1N99U6. Let me analyze this information.</thought_1><thought_2>Let me first get the user details to understand their membership status and payment methods.</thought_2><tool_call>
    <tool_name>get_user_details</tool_name>
    <parameters>
        <parameter>
            <parameter_name>user_id</parameter_name>
            <parameter_value>james_taylor_7043</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from get_user_details tool
: {"name": {"first_name": "James", "last_name": "Taylor"}, "address": {"address1": "133 Chestnut Street", "address2": "Suite 494", "city": "Houston", "country": "USA", "state": "TX", "zip": "77207"}, "email": "james.taylor4788@example.com", "dob": "1997-01-23", "payment_methods": {"certificate_9380982": {"source": "certificate", "amount": 100, "id": "certificate_9380982"}, "gift_card_5634230": {"source": "gift_card", "amount": 67, "id": "gift_card_5634230"}}, "saved_passengers": [{"first_name": "Ivan", "last_name": "Taylor", "dob": "1975-09-15"}], "membership": "silver", "reservations": ["UUN48W", "1N99U6", "1R63WQ"]}

[Assistant]
<thought_1>Now I have the user's details. James Taylor is a silver member, which means he gets additional baggage allowances (2 free checked bags per economy passenger). He also has saved payment methods including a certificate with $100 remaining balance and a gift card with $67 remaining balance.</thought_1><thought_2>Now I need to search for direct flights from LAS to IAH on May 19, 2024, to see what options are available for changing the outbound flight.</thought_2><tool_call>
    <tool_name>search_direct_flight</tool_name>
    <parameters>
        <parameter>
            <parameter_name>origin</parameter_name>
            <parameter_value>LAS</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>destination</parameter_name>
            <parameter_value>IAH</parameter_value>
        </parameter>
        <parameter>
            <parameter_name>date</parameter_name>
            <parameter_value>2024-05-19</parameter_value>
        </parameter>
    </parameters>
</tool_call>

[User]
Result from search_direct_flight tool
: [{"flight_number": "HAT175", "origin": "LAS", "destination": "IAH", "scheduled_departure_time_est": "17:00:00", "scheduled_arrival_time_est": "20:00:00", "status": "available", "available_seats": {"basic_economy": 10, "economy": 3, "business": 2}, "prices": {"basic_economy": 96, "economy": 155, "business": 203}}, {"flight_number": "HAT266", "origin": "LAS", "destination": "IAH", "scheduled_departure_time_est": "13:00:00", "scheduled_arrival_time_est": "16:00:00", "status": "available", "available_seats": {"basic_economy": 8, "economy": 16, "business": 13}, "prices": {"basic_economy": 89, "economy": 146, "business": 373}}]

[Assistant]
<thought_1>According to the policy, economy flights can be modified without changing the origin, destination, and trip type. This change follows those rules as we're just changing the flight segments without changing cities or trip type.</thought_1><thought_2>Since the user is a silver member with an economy booking, they're entitled to 2 free checked bags per passenger. Their reservation shows they currently have 1 total checked bag, which is within their free allowance.</thought_2><thought_3>Now I need to present the direct flight options to the user and see which one they prefer. Then I will need to get their explicit confirmation before making any changes, and ask for their payment method for the change (even though it seems like they would be due a refund).</thought_3><text_output>Thank you for providing your reservation ID. I've reviewed your current booking (1N99U6), which is a round-trip economy reservation from Las Vegas (LAS) to Houston (IAH).

I see that your outbound journey on May 19th currently has a connection in Phoenix (LAS → PHX → IAH), while your return flight on May 27th is already nonstop (IAH → LAS).

I found two nonstop flight options to replace your outbound connecting flight on May 19th:

1. Flight HAT266: Departs LAS at 13:00, arrives IAH at 16:00
2. Flight HAT175: Departs LAS at 17:00, arrives IAH at 20:00

Your return flight (HAT112 on May 27th) would remain unchanged.

Which of these nonstop options would you prefer? Once you choose, I'll provide the complete details of the change for your confirmation before proceeding.</text_output>

[User]
I will select one of the provided direct flight options first.

User Response:
I'll go with flight HAT266, departing at 13:00.

[Assistant]
<thought_1>The user has selected flight HAT266, which departs LAS at 13:00 and arrives at IAH at 16:00 on May 19, 2024. This will replace their current connecting flight (LAS → PHX → IAH).</thought_1><thought_2>Now I need to present all this information to the user and get their explicit confirmation before proceeding with the flight change.</thought_2><text_output>Thank you for selecting flight HAT266. Here are the details of the change you're requesting:

CURRENT RESERVATION:
- Outbound: May 19, 2024
  * LAS → PHX (HAT284)
  * PHX → IAH (HAT152)
- Return: May 27, 2024
  * IAH → LAS (HAT112) - Remains unchanged

PROPOSED CHANGE:
- Outbound: May 19, 2024
  * LAS → IAH (HAT266) departing at 13:00, arriving at 16:00
- Return: May 27, 2024
  * IAH → LAS (HAT112) - Remains unchanged

This change would keep the same cabin class (economy) and would result in a refund of approximately $414 (the exact amount will be calculated upon confirmation).

Since your original booking was paid with gift card (gift_card_5634230), the refund would be processed back to your payment method.

Can you please confirm that you want to proceed with this change? Please reply with "yes" to confirm or let me know if you have any questions.</text_output>