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+
+# TrustGraph Graph RAG API
+
+This presents a prompt to the Graph RAG service and retrieves the answer.
+This makes use of a number of the other APIs behind the scenes:
+Embeddings, Graph Embeddings, Prompt, TextCompletion, Triples Query.
+
+## Request/response
+
+### Request
+
+The request contains the following fields:
+- `query`: The question to answer
+
+### Response
+
+The request contains the following fields:
+- `response`: LLM response
+
+## REST service
+
+The REST service accepts a request object containing the `query` field.
+The response is a JSON object containing the `response` field.
+
+e.g.
+
+Request:
+```
+{
+    "query": "What does NASA stand for?"
+}
+```
+
+Response:
+
+```
+{
+    "response": "National Aeronautics and Space Administration"
+}
+```
+
+## Websocket
+
+Requests have a `request` object containing the `query` field.
+Responses have a `response` object containing `response` field.
+
+e.g.
+
+Request:
+
+```
+{
+    "id": "blrqotfefnmnh7de-14",
+    "service": "graph-rag",
+    "request": {
+        "query": "What does NASA stand for?"
+    }
+}
+```
+
+Response:
+
+```
+{
+    "id": "blrqotfefnmnh7de-14",
+    "response": {
+        "response": "National Aeronautics and Space Administration"
+    },
+    "complete": true
+}
+```
+
+## Pulsar
+
+The Pulsar schema for the Graph RAG API is defined in Python code here:
+
+https://github.com/trustgraph-ai/trustgraph/blob/master/trustgraph-base/trustgraph/schema/retrieval.py
+
+Default request queue:
+`non-persistent://tg/request/graph-rag`
+
+Default response queue:
+`non-persistent://tg/response/graph-rag`
+
+Request schema:
+`trustgraph.schema.GraphRagRequest`
+
+Response schema:
+`trustgraph.schema.GraphRagResponse`
+
+## Pulsar Python client
+
+The client class is
+`trustgraph.clients.GraphRagClient`
+
+https://github.com/trustgraph-ai/trustgraph/blob/master/trustgraph-base/trustgraph/clients/graph_rag_client.py
+
+
+
+
+
+
+
+{"id":"as9trkhb9jtizjio-1","service":"graph-rag","request":{"query":"What does NASA stand for?"}}
+
+
+{"id": "as9trkhb9jtizjio-1", "response": {"response": "Based on the provided text, NASA stands for National Aeronautics and Space Administration.  There are multiple statements providing this definition.\n"}, "complete": true}
+