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Implement Create/Drop Index/Metadata index in GO (#13791)
### What problem does this PR solve? Implement Create/Drop Index/Metadata index in GO New API handling in GO: POST/kb/index DELETE /kb/index POST /tenant/doc_meta_index DELETE /tenant/doc_meta_index CREATE INDEX FOR DATASET 'dataset_name' VECTOR_SIZE 1024; DROP INDEX FOR DATASET 'dataset_name'; CREATE INDEX DOC_META; DROP INDEX DOC_META; ### Type of change - [x] Refactoring
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@@ -1080,6 +1080,75 @@ class RAGFlowClient:
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else:
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print(f"Fail to create chat {chat_name}, code: {res_json['code']}, message: {res_json['message']}")
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def create_index(self, command):
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if self.server_type != "user":
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print("This command is only allowed in USER mode")
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return
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dataset_name = command["dataset_name"]
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vector_size = command.get("vector_size")
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if not vector_size:
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print("vector_size is required")
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return
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# Get dataset ID by name
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dataset_id = self._get_dataset_id(dataset_name)
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if dataset_id is None:
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return
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# Build payload
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payload = {"kb_id": dataset_id, "vector_size": vector_size}
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# Call API
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response = self.http_client.request("POST", "/kb/index", json_body=payload,
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use_api_base=False, auth_kind="web")
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res_json = response.json()
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if response.status_code == 200 and res_json.get("code") == 0:
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print(f"Success to create index for dataset: {dataset_name}")
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else:
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print(f"Fail to create index for dataset {dataset_name}, code: {res_json.get('code')}, message: {res_json.get('message')}")
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def drop_index(self, command):
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if self.server_type != "user":
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print("This command is only allowed in USER mode")
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return
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dataset_name = command["dataset_name"]
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# Get dataset ID by name
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dataset_id = self._get_dataset_id(dataset_name)
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if dataset_id is None:
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return
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# Call API to delete index
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payload = {"kb_id": dataset_id}
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response = self.http_client.request("DELETE", "/kb/index", json_body=payload,
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use_api_base=False, auth_kind="web")
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res_json = response.json()
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if response.status_code == 200 and res_json.get("code") == 0:
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print(f"Success to drop index for dataset: {dataset_name}")
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else:
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print(f"Fail to drop index for dataset {dataset_name}, code: {res_json.get('code')}, message: {res_json.get('message')}")
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def create_doc_meta_index(self, command):
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if self.server_type != "user":
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print("This command is only allowed in USER mode")
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return
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# Call API to create doc meta index
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response = self.http_client.request("POST", "/tenant/doc_meta_index",
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use_api_base=False, auth_kind="web")
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res_json = response.json()
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if response.status_code == 200 and res_json.get("code") == 0:
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print("Success to create doc meta index")
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else:
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print(f"Fail to create doc meta index, code: {res_json.get('code')}, message: {res_json.get('message')}")
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def drop_doc_meta_index(self, command):
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if self.server_type != "user":
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print("This command is only allowed in USER mode")
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return
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# Call API to delete doc meta index
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response = self.http_client.request("DELETE", "/tenant/doc_meta_index",
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use_api_base=False, auth_kind="web")
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res_json = response.json()
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if response.status_code == 200 and res_json.get("code") == 0:
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print("Success to drop doc meta index")
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else:
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print(f"Fail to drop doc meta index, code: {res_json.get('code')}, message: {res_json.get('message')}")
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def drop_user_chat(self, command):
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if self.server_type != "user":
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print("This command is only allowed in USER mode")
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@@ -1804,6 +1873,14 @@ def run_command(client: RAGFlowClient, command_dict: dict):
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client.create_user_chat(command_dict)
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case "drop_user_chat":
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client.drop_user_chat(command_dict)
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case "create_index":
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client.create_index(command_dict)
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case "drop_index":
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client.drop_index(command_dict)
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case "create_doc_meta_index":
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client.create_doc_meta_index(command_dict)
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case "drop_doc_meta_index":
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client.drop_doc_meta_index(command_dict)
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case "create_chat_session":
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client.create_chat_session(command_dict)
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case "drop_chat_session":
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@@ -1887,6 +1964,10 @@ LIST METADATA OF DATASETS <dataset>[, <dataset>]*
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LIST METADATA SUMMARY OF DATASET <dataset> DOCUMENTS <doc_id>[, <doc_id>]*
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GET CHUNK <chunk_id>
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LIST CHUNKS OF DOCUMENT <doc_id> [PAGE <page>] [SIZE <size>] [KEYWORDS <keywords>] [AVAILABLE <0|1>]
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CREATE INDEX FOR DATASET <dataset> VECTOR_SIZE <vector_size>
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DROP INDEX FOR DATASET <dataset>
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CREATE INDEX DOC_META
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DROP INDEX DOC_META
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Meta Commands:
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\\?, \\h, \\help Show this help
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