fleet-memory/hindsight-clients/python/hindsight_client_api/docs/ReasoningApi.md

hindsight_client_api.ReasoningApi

All URIs are relative to http://localhost

Method	HTTP request	Description
think	POST /api/v1/agents/{agent_id}/think	Think and generate answer

think

ThinkResponse think(agent_id, think_request)

Think and generate answer

Think and formulate an answer using agent identity, world facts, and opinions.

This endpoint:
1. Retrieves agent facts (agent's identity)
2. Retrieves world facts relevant to the query
3. Retrieves existing opinions (agent's perspectives)
4. Uses LLM to formulate a contextual answer
5. Extracts and stores any new opinions formed
6. Returns plain text answer, the facts used, and new opinions

Example

import hindsight_client_api
from hindsight_client_api.models.think_request import ThinkRequest
from hindsight_client_api.models.think_response import ThinkResponse
from hindsight_client_api.rest import ApiException
from pprint import pprint

# Defining the host is optional and defaults to http://localhost
# See configuration.py for a list of all supported configuration parameters.
configuration = hindsight_client_api.Configuration(
    host = "http://localhost"
)


# Enter a context with an instance of the API client
async with hindsight_client_api.ApiClient(configuration) as api_client:
    # Create an instance of the API class
    api_instance = hindsight_client_api.ReasoningApi(api_client)
    agent_id = 'agent_id_example' # str | 
    think_request = hindsight_client_api.ThinkRequest() # ThinkRequest | 

    try:
        # Think and generate answer
        api_response = await api_instance.think(agent_id, think_request)
        print("The response of ReasoningApi->think:\n")
        pprint(api_response)
    except Exception as e:
        print("Exception when calling ReasoningApi->think: %s\n" % e)

Parameters

Name	Type	Description	Notes
agent_id	str
think_request	ThinkRequest

Return type

ThinkResponse

Authorization

No authorization required

HTTP request headers

• Content-Type: application/json
• Accept: application/json

HTTP response details

Status code	Description	Response headers
200	Successful Response	-
422	Validation Error	-

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