diff --git a/memoryscope/core/chat/memory_chat_prompt.yaml b/memoryscope/core/chat/memory_chat_prompt.yaml
index ab9d72c6..5bfdbf40 100644
--- a/memoryscope/core/chat/memory_chat_prompt.yaml
+++ b/memoryscope/core/chat/memory_chat_prompt.yaml
@@ -1,11 +1,11 @@
 system_prompt:
   cn: |
-    你是一个名为MemoryScope的智能助理，请用中文简洁地回答问题。当前时间是{date_time}。
+    你是一个名为MemoryScope的智能助理，请用中文简洁地回答用户问题。当前时间是{date_time}。
   en: |
     You are a helpful assistant named MemoryScope, please answer questions concisely in English. The current time is {date_time}.
 
 memory_prompt:
   cn: |
-    在回答用户问题时，请尽量忘记大部分不相关的信息。只有当用户提供的信息与当前问题或对话内容非常相关时，才记住这些信息并加以使用。请确保你的回答简洁、准确，并聚焦于用户当前的问题或对话主题。消息：
+    在回答用户问题时，请尽量忘记大部分不相关的信息。只有当信息与用户问题或对话内容非常相关时，才记住这些信息并加以使用。请确保你的回答简洁、准确，并聚焦于用户问题或对话主题。信息：
   en: |
-    When responding to user questions, please try to forget most of the irrelevant information. Only remember and use the information provided by the user if it is highly relevant to the current question or conversation. Ensure that your answers are concise, accurate, and focused on the user's current question or the topic of discussion. Information:
\ No newline at end of file
+    When responding to user questions, please try to forget most of the irrelevant information. Only remember and use the information if it is highly relevant to the current question or conversation. Ensure that your answers are concise, accurate, and focused on the user's current question or the topic of discussion. Information:
\ No newline at end of file
diff --git a/memoryscope/core/config/demo_config.yaml b/memoryscope/core/config/demo_config.yaml
index 3d597958..28b25cac 100644
--- a/memoryscope/core/config/demo_config.yaml
+++ b/memoryscope/core/config/demo_config.yaml
@@ -35,7 +35,7 @@ memory_service:
       list_memory:
         class: core.operation.frontend_operation
         workflow: set_query,retrieve_top_memory,print_memory
-        description: "read all long-term memory of the user, use `refresh_time=5` to refresh screen."
+        description: "read all long-term memory of the user, use `refresh_time=5` to refresh screen every 5 seconds."
 
       delete_memory:
         class: core.operation.frontend_operation
@@ -158,8 +158,9 @@ model:
   generation_model:
     class: core.models.llama_index_generation_model
     module_name: openai_generation
-    model_name: gpt-4o-mini
+    model_name: gpt-4o
     max_tokens: 2000
+    temperature: 0.01
   embedding_model:
     class: core.models.llama_index_embedding_model
     module_name: openai_embedding
diff --git a/memoryscope/core/models/llama_index_generation_model.py b/memoryscope/core/models/llama_index_generation_model.py
index 9b3bb45a..739b6de3 100644
--- a/memoryscope/core/models/llama_index_generation_model.py
+++ b/memoryscope/core/models/llama_index_generation_model.py
@@ -24,7 +24,7 @@ class LlamaIndexGenerationModel(BaseModel):
 
     MODEL_REGISTRY.register("dashscope_generation", DashScope)
     MODEL_REGISTRY.register("openai_generation", OpenAI)
-    
+
     def __init__(self, *args, **kwargs):
         super().__init__(*args, **kwargs)
         self.logger = self.logger.get_logger(self.logger.append_timestamp("llama_index_generation_model"))
@@ -69,7 +69,8 @@ class LlamaIndexGenerationModel(BaseModel):
         if stream:
             def gen() -> ModelResponseGen:
                 for response in call_result:
-                    model_response.message.content += response.delta
+                    delta = response.delta if response.delta else ""
+                    model_response.message.content += delta
                     model_response.delta = response.delta
                     yield model_response
 
@@ -86,7 +87,8 @@ class LlamaIndexGenerationModel(BaseModel):
 
     def _call(self, model_response: ModelResponse, stream: bool = False, **kwargs):
         data = model_response.meta_data["data"]
-        data.pop("stream") # special case for OpenAI model, is this necessary?
+        # FIXME: special case for OpenAI model, is this necessary?
+        data.pop("stream")
         if "prompt" in data:
             if stream:
                 model_response.raw = self.model.stream_complete(**data)
diff --git a/poetry.lock b/poetry.lock
index bd832b65..aa1fde3f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,98 +2,98 @@
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.3.4"
+version = "2.3.5"
 description = "Happy Eyeballs for asyncio"
 optional = false
-python-versions = "<4.0,>=3.8"
+python-versions = ">=3.8"
 files = [
-    {file = "aiohappyeyeballs-2.3.4-py3-none-any.whl", hash = "sha256:40a16ceffcf1fc9e142fd488123b2e218abc4188cf12ac20c67200e1579baa42"},
-    {file = "aiohappyeyeballs-2.3.4.tar.gz", hash = "sha256:7e1ae8399c320a8adec76f6c919ed5ceae6edd4c3672f4d9eae2b27e37c80ff6"},
+    {file = "aiohappyeyeballs-2.3.5-py3-none-any.whl", hash = "sha256:4d6dea59215537dbc746e93e779caea8178c866856a721c9c660d7a5a7b8be03"},
+    {file = "aiohappyeyeballs-2.3.5.tar.gz", hash = "sha256:6fa48b9f1317254f122a07a131a86b71ca6946ca989ce6326fff54a99a920105"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.10.0"
+version = "3.10.3"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
 files = [
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@@ -168,22 +168,22 @@ files = [
 
 [[package]]
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+version = "24.2.0"
 description = "Classes Without Boilerplate"
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-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
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+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "beautifulsoup4"
@@ -371,12 +371,12 @@ files = [
 
 [[package]]
 name = "dashscope"
-version = "1.20.3"
+version = "1.20.4"
 description = "dashscope client sdk library"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "dashscope-1.20.3-py3-none-any.whl", hash = "sha256:8dd4161b8387f1220d38c7a78fccf4a0491d8518949a91ec3e0834c45f46aa78"},
+    {file = "dashscope-1.20.4-py3-none-any.whl", hash = "sha256:a6565fab66611d6985140ec4d1f4ca6527c4a005921608b067aa8387139d27bc"},
 ]
 
 [package.dependencies]
@@ -454,13 +454,13 @@ files = [
 
 [[package]]
 name = "elastic-transport"
-version = "8.13.1"
+version = "8.15.0"
 description = "Transport classes and utilities shared among Python Elastic client libraries"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "elastic_transport-8.13.1-py3-none-any.whl", hash = "sha256:5d4bb6b8e9d74a9c16de274e91a5caf65a3a8d12876f1e99152975e15b2746fe"},
-    {file = "elastic_transport-8.13.1.tar.gz", hash = "sha256:16339d392b4bbe86ad00b4bdeecff10edf516d32bc6c16053846625f2c6ea250"},
+    {file = "elastic_transport-8.15.0-py3-none-any.whl", hash = "sha256:d7080d1dada2b4eee69e7574f9c17a76b42f2895eff428e562f94b0360e158c0"},
+    {file = "elastic_transport-8.15.0.tar.gz", hash = "sha256:85d62558f9baafb0868c801233a59b235e61d7b4804c28c2fadaa866b6766233"},
 ]
 
 [package.dependencies]
@@ -468,17 +468,17 @@ certifi = "*"
 urllib3 = ">=1.26.2,<3"
 
 [package.extras]
-develop = ["aiohttp", "furo", "httpx", "mock", "opentelemetry-api", "opentelemetry-sdk", "orjson", "pytest", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "pytest-mock", "requests", "respx", "sphinx (>2)", "sphinx-autodoc-typehints", "trustme"]
+develop = ["aiohttp", "furo", "httpx", "opentelemetry-api", "opentelemetry-sdk", "orjson", "pytest", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "pytest-mock", "requests", "respx", "sphinx (>2)", "sphinx-autodoc-typehints", "trustme"]
 
 [[package]]
 name = "elasticsearch"
-version = "8.14.0"
+version = "8.15.0"
 description = "Python client for Elasticsearch"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "elasticsearch-8.15.0-py3-none-any.whl", hash = "sha256:7ec4d0771b8f6f76c6331e61b408261f9307264735ec7f2539f580824faaafe3"},
+    {file = "elasticsearch-8.15.0.tar.gz", hash = "sha256:d4702b4fa698ef154c6f1187988192343fb5505aee97fc4450a6d20df1683f35"},
 ]
 
 [package.dependencies]
@@ -486,7 +486,10 @@ elastic-transport = ">=8.13,<9"
 
 [package.extras]
 async = ["aiohttp (>=3,<4)"]
+dev = ["aiohttp", "black", "build", "coverage", "isort", "jinja2", "mapbox-vector-tile", "nox", "numpy", "orjson", "pandas", "pyarrow", "pytest", "pytest-asyncio", "pytest-cov", "python-dateutil", "pyyaml (>=5.4)", "requests (>=2,<3)", "simsimd", "twine", "unasync"]
+docs = ["sphinx", "sphinx-autodoc-typehints", "sphinx-rtd-theme"]
 orjson = ["orjson (>=3)"]
+pyarrow = ["pyarrow (>=1)"]
 requests = ["requests (>=2.4.0,!=2.32.2,<3.0.0)"]
 vectorstore-mmr = ["numpy (>=1)", "simsimd (>=3)"]
 
@@ -811,6 +814,76 @@ files = [
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 ]
 
+[[package]]
+name = "jiter"
+version = "0.5.0"
+description = "Fast iterable JSON parser."
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
 [[package]]
 name = "joblib"
 version = "1.4.2"
@@ -822,30 +895,45 @@ files = [
     {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
 ]
 
+[[package]]
+name = "llama-cloud"
+version = "0.0.13"
+description = ""
+optional = false
+python-versions = "<4,>=3.8"
+files = [
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+]
+
+[package.dependencies]
+httpx = ">=0.20.0"
+pydantic = ">=1.10"
+
 [[package]]
 name = "llama-index"
-version = "0.10.45"
+version = "0.10.65"
 description = "Interface between LLMs and your data"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
 llama-index-agent-openai = ">=0.1.4,<0.3.0"
 llama-index-cli = ">=0.1.2,<0.2.0"
-llama-index-core = "0.10.44"
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 llama-index-embeddings-openai = ">=0.1.5,<0.2.0"
-llama-index-indices-managed-llama-cloud = ">=0.1.2,<0.2.0"
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 llama-index-legacy = ">=0.9.48,<0.10.0"
-llama-index-llms-openai = ">=0.1.13,<0.2.0"
+llama-index-llms-openai = ">=0.1.27,<0.2.0"
 llama-index-multi-modal-llms-openai = ">=0.1.3,<0.2.0"
 llama-index-program-openai = ">=0.1.3,<0.2.0"
 llama-index-question-gen-openai = ">=0.1.2,<0.2.0"
 llama-index-readers-file = ">=0.1.4,<0.2.0"
-llama-index-readers-llama-parse = ">=0.1.2,<0.2.0"
+llama-index-readers-llama-parse = ">=0.1.2"
 
 [[package]]
 name = "llama-index-agent-openai"
@@ -881,13 +969,13 @@ llama-index-llms-openai = ">=0.1.1,<0.2.0"
 
 [[package]]
 name = "llama-index-core"
-version = "0.10.44"
+version = "0.10.65"
 description = "Interface between LLMs and your data"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_index_core-0.10.44-py3-none-any.whl", hash = "sha256:eea293fb9bafab303bbf6de8f0fca45188971fda80d77fbd4fed5773967ef49c"},
-    {file = "llama_index_core-0.10.44.tar.gz", hash = "sha256:df1543e6935bb909b22a50d3f702096c8431bab94642cbb3ba6b07ea9f8edf38"},
+    {file = "llama_index_core-0.10.65-py3-none-any.whl", hash = "sha256:bd9b6e213d2df75cc9bd45c0ee8fb5c01539e05a6d39635f664858adc45cce2c"},
+    {file = "llama_index_core-0.10.65.tar.gz", hash = "sha256:4a7007ab0c0f4aa7b2e8788e206e9ad7ea3a7029b32309b9f2fed551dabbd3ba"},
 ]
 
 [package.dependencies]
@@ -897,18 +985,17 @@ deprecated = ">=1.2.9.3"
 dirtyjson = ">=1.0.8,<2.0.0"
 fsspec = ">=2023.5.0"
 httpx = "*"
-llamaindex-py-client = ">=0.1.18,<0.2.0"
 nest-asyncio = ">=1.5.8,<2.0.0"
 networkx = ">=3.0"
-nltk = ">=3.8.1,<4.0.0"
-numpy = "*"
+nltk = ">=3.8.2"
+numpy = "<2.0.0"
 openai = ">=1.1.0"
 pandas = "*"
 pillow = ">=9.0.0"
 PyYAML = ">=6.0.1"
 requests = ">=2.31.0"
 SQLAlchemy = {version = ">=1.4.49", extras = ["asyncio"]}
-tenacity = ">=8.2.0,<9.0.0"
+tenacity = ">=8.2.0,<8.4.0 || >8.4.0,<9.0.0"
 tiktoken = ">=0.3.3"
 tqdm = ">=4.66.1,<5.0.0"
 typing-extensions = ">=4.5.0"
@@ -917,13 +1004,13 @@ wrapt = "*"
 
 [[package]]
 name = "llama-index-embeddings-dashscope"
-version = "0.1.3"
+version = "0.1.4"
 description = "llama-index embeddings dashscope integration"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_index_embeddings_dashscope-0.1.3-py3-none-any.whl", hash = "sha256:721a33b8252055adb695c62a084a1baf9bc717c85943de10d3746b7db7684596"},
-    {file = "llama_index_embeddings_dashscope-0.1.3.tar.gz", hash = "sha256:fc0b381a65dd2e023f86ef32fa7f9b3a6040f948703046f097c95261257d6426"},
+    {file = "llama_index_embeddings_dashscope-0.1.4-py3-none-any.whl", hash = "sha256:67a2e8d16ef92662b8dd16afbe0d374c5091729e13c64102ca3d19c47eb7c4d9"},
+    {file = "llama_index_embeddings_dashscope-0.1.4.tar.gz", hash = "sha256:216d07fa4d5cb73d367c31794a50dd2ca91ea50020a08ab2527cab25b561b82f"},
 ]
 
 [package.dependencies]
@@ -946,28 +1033,28 @@ llama-index-core = ">=0.10.1,<0.11.0"
 
 [[package]]
 name = "llama-index-indices-managed-llama-cloud"
-version = "0.1.6"
+version = "0.2.7"
 description = "llama-index indices llama-cloud integration"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_index_indices_managed_llama_cloud-0.1.6-py3-none-any.whl", hash = "sha256:cba33e1a3677b2a2ae7f239119acbf6dc3818f105edc92315729842b56fbc949"},
-    {file = "llama_index_indices_managed_llama_cloud-0.1.6.tar.gz", hash = "sha256:74b3b0e9ebf9d348d3054f9fc0c657031acceb9351c31116ad8d5a7ae4729f5c"},
+    {file = "llama_index_indices_managed_llama_cloud-0.2.7-py3-none-any.whl", hash = "sha256:94335504eab2a6baf7361bbd8bda3ae20a68c7d0111587c9a0793440e9edff21"},
+    {file = "llama_index_indices_managed_llama_cloud-0.2.7.tar.gz", hash = "sha256:d7e9b4cc50214b3cfcd75ea63cacce4ee36092cb672c003f15fd23ba31c49ec0"},
 ]
 
 [package.dependencies]
-llama-index-core = ">=0.10.0,<0.11.0"
-llamaindex-py-client = ">=0.1.19,<0.2.0"
+llama-cloud = ">=0.0.11"
+llama-index-core = ">=0.10.48.post1,<0.11.0"
 
 [[package]]
 name = "llama-index-legacy"
-version = "0.9.48"
+version = "0.9.48.post1"
 description = "Interface between LLMs and your data"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_index_legacy-0.9.48-py3-none-any.whl", hash = "sha256:714ada95beac179b4acefa4d2deff74bb7b2f22b0f699ac247d4cb67738d16d4"},
-    {file = "llama_index_legacy-0.9.48.tar.gz", hash = "sha256:82ddc4691edbf49533d65582c249ba22c03fe96fbd3e92f7758dccef28e43834"},
+    {file = "llama_index_legacy-0.9.48.post1-py3-none-any.whl", hash = "sha256:583296162385010ebf92d2a612dd0a504575c04dc1638323bb455b1521aabe57"},
+    {file = "llama_index_legacy-0.9.48.post1.tar.gz", hash = "sha256:e8b1603929433fd0cf3287ed700714078534dd202c97bcdbcc83ec3741bb0868"},
 ]
 
 [package.dependencies]
@@ -979,7 +1066,7 @@ fsspec = ">=2023.5.0"
 httpx = "*"
 nest-asyncio = ">=1.5.8,<2.0.0"
 networkx = ">=3.0"
-nltk = ">=3.8.1,<4.0.0"
+nltk = ">=3.8.2"
 numpy = "*"
 openai = ">=1.1.0"
 pandas = "*"
@@ -1015,27 +1102,28 @@ llama-index-core = ">=0.10.1,<0.11.0"
 
 [[package]]
 name = "llama-index-llms-openai"
-version = "0.1.26"
+version = "0.1.29"
 description = "llama-index llms openai integration"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_index_llms_openai-0.1.26-py3-none-any.whl", hash = "sha256:1ad8e4eb02f9410c2091749d4d9aa9db4452646b595eb5eb937edbc496fb65fe"},
-    {file = "llama_index_llms_openai-0.1.26.tar.gz", hash = "sha256:08a408cd53af4cd4623dd5807be4cbbd5e5b3ca01272128cd678d667343e4d5d"},
+    {file = "llama_index_llms_openai-0.1.29-py3-none-any.whl", hash = "sha256:8ae9a9f595b3654405fd54f3dbc8b58b259be8eeea2f58650609869e8362cab5"},
+    {file = "llama_index_llms_openai-0.1.29.tar.gz", hash = "sha256:15a4fa65a3d2ecf7e29a090273ec595d44553baea72a1ebe5b42fe3c527f7121"},
 ]
 
 [package.dependencies]
-llama-index-core = ">=0.10.24,<0.11.0"
+llama-index-core = ">=0.10.57,<0.11.0"
+openai = ">=1.40.0,<2.0.0"
 
 [[package]]
 name = "llama-index-multi-modal-llms-openai"
-version = "0.1.8"
+version = "0.1.9"
 description = "llama-index multi-modal-llms openai integration"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_index_multi_modal_llms_openai-0.1.8-py3-none-any.whl", hash = "sha256:16ae72ac3c5201ebd1d4b62203930c1768149ec85c3e477e5e51ed2ef8db1067"},
-    {file = "llama_index_multi_modal_llms_openai-0.1.8.tar.gz", hash = "sha256:5e2c94a6415a2509cad035ccea34461959ae327a5900d3e820417e9ebb9a13ec"},
+    {file = "llama_index_multi_modal_llms_openai-0.1.9-py3-none-any.whl", hash = "sha256:614f40427a4671e72742780be8fda77297dbf2942519bffcb2c9de8696a9edff"},
+    {file = "llama_index_multi_modal_llms_openai-0.1.9.tar.gz", hash = "sha256:dbacf44d5c2cca07ca424eacd1337583002d70387a3c1868cf8ae743b1dbec4a"},
 ]
 
 [package.dependencies]
@@ -1058,19 +1146,19 @@ llama-index-core = ">=0.10.0,<0.11.0"
 
 [[package]]
 name = "llama-index-program-openai"
-version = "0.1.6"
+version = "0.1.7"
 description = "llama-index program openai integration"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_index_program_openai-0.1.6-py3-none-any.whl", hash = "sha256:4660b338503537c5edca1e0dab606af6ce372b4f1b597e2833c6b602447c5d8d"},
-    {file = "llama_index_program_openai-0.1.6.tar.gz", hash = "sha256:c6a4980c5ea826088b28b4dee3367edb20221e6d05eb0e05019049190131d772"},
+    {file = "llama_index_program_openai-0.1.7-py3-none-any.whl", hash = "sha256:33489b573c1050a3f583ff68fcbc4bcbd49f29e74f3e5baea08ab0d5f363403c"},
+    {file = "llama_index_program_openai-0.1.7.tar.gz", hash = "sha256:bf7eb61a073381714be5a049d93b40044dfe51bd4333bee539d1532b7407621f"},
 ]
 
 [package.dependencies]
 llama-index-agent-openai = ">=0.1.1,<0.3.0"
-llama-index-core = ">=0.10.1,<0.11.0"
-llama-index-llms-openai = ">=0.1.1,<0.2.0"
+llama-index-core = ">=0.10.57,<0.11.0"
+llama-index-llms-openai = ">=0.1.1"
 
 [[package]]
 name = "llama-index-question-gen-openai"
@@ -1090,13 +1178,13 @@ llama-index-program-openai = ">=0.1.1,<0.2.0"
 
 [[package]]
 name = "llama-index-readers-file"
-version = "0.1.32"
+version = "0.1.33"
 description = "llama-index readers file integration"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_index_readers_file-0.1.32-py3-none-any.whl", hash = "sha256:699d6f80c5c922321b6202b565c7cc22ab9e27a2d1c6df1e42550089ccd25290"},
-    {file = "llama_index_readers_file-0.1.32.tar.gz", hash = "sha256:80a2a2aeefba7deae289dfd4aaec6e8ab8ee331820bcdd1db821d1879bd21515"},
+    {file = "llama_index_readers_file-0.1.33-py3-none-any.whl", hash = "sha256:c968308497c1355acf61fe7e3f05ad8e308bb6487dddd3bd2a60e102225d0b38"},
+    {file = "llama_index_readers_file-0.1.33.tar.gz", hash = "sha256:247a4d5bfabc7d1022027adf58064bc16c224d006db142abb0d182ac5574a887"},
 ]
 
 [package.dependencies]
@@ -1125,13 +1213,13 @@ llama-parse = ">=0.4.0"
 
 [[package]]
 name = "llama-index-vector-stores-elasticsearch"
-version = "0.2.0"
+version = "0.2.5"
 description = "llama-index vector_stores elasticsearch integration"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "llama_index_vector_stores_elasticsearch-0.2.0-py3-none-any.whl", hash = "sha256:098c98db48dfa513c7f4c33431251aeb0e432cd1617bb4186d23823c87f2a72c"},
-    {file = "llama_index_vector_stores_elasticsearch-0.2.0.tar.gz", hash = "sha256:9897f7d195f08ee8752bce8e774519ab02a1897fe30dd5d40e53556f9b798186"},
+    {file = "llama_index_vector_stores_elasticsearch-0.2.5-py3-none-any.whl", hash = "sha256:8c50deb98238b3756020af5fceb38c8c7ebca10ef2b334b59d7d3756ff896a46"},
+    {file = "llama_index_vector_stores_elasticsearch-0.2.5.tar.gz", hash = "sha256:1d3fe5fd609714b89e3bf086c8b619e75bf8cb46739d02f646ab8fd381b79770"},
 ]
 
 [package.dependencies]
@@ -1154,19 +1242,28 @@ files = [
 llama-index-core = ">=0.10.29"
 
 [[package]]
-name = "llamaindex-py-client"
-version = "0.1.19"
-description = ""
+name = "markdown-it-py"
+version = "3.0.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
-python-versions = "<4,>=3.8"
+python-versions = ">=3.8"
 files = [
-    {file = "llamaindex_py_client-0.1.19-py3-none-any.whl", hash = "sha256:fd9416fd78b97209bf323bc3c7fab314499778563e7274f10853ad560563d10e"},
-    {file = "llamaindex_py_client-0.1.19.tar.gz", hash = "sha256:73f74792bb8c092bae6dc626627a09ac13a099fa8d10f8fcc83e17a2b332cca7"},
+    {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
+    {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
 ]
 
 [package.dependencies]
-httpx = ">=0.20.0"
-pydantic = ">=1.10"
+mdurl = ">=0.1,<1.0"
+
+[package.extras]
+benchmarking = ["psutil", "pytest", "pytest-benchmark"]
+code-style = ["pre-commit (>=3.0,<4.0)"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
+linkify = ["linkify-it-py (>=1,<3)"]
+plugins = ["mdit-py-plugins"]
+profiling = ["gprof2dot"]
+rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
 [[package]]
 name = "marshmallow"
@@ -1187,6 +1284,17 @@ dev = ["marshmallow[tests]", "pre-commit (>=3.5,<4.0)", "tox"]
 docs = ["alabaster (==0.7.16)", "autodocsumm (==0.2.12)", "sphinx (==7.3.7)", "sphinx-issues (==4.1.0)", "sphinx-version-warning (==1.1.2)"]
 tests = ["pytest", "pytz", "simplejson"]
 
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
+    {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
+]
+
 [[package]]
 name = "multidict"
 version = "6.0.5"
@@ -1328,13 +1436,13 @@ test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
 name = "nltk"
-version = "3.8.1"
+version = "3.8.2"
 description = "Natural Language Toolkit"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "nltk-3.8.1-py3-none-any.whl", hash = "sha256:fd5c9109f976fa86bcadba8f91e47f5e9293bd034474752e92a520f81c93dda5"},
-    {file = "nltk-3.8.1.zip", hash = "sha256:1834da3d0682cba4f2cede2f9aad6b0fafb6461ba451db0efb6f9c39798d64d3"},
+    {file = "nltk-3.8.2-py3-none-any.whl", hash = "sha256:bae044ae22ebe0b694a87c0012233373209f27d5c76d3572599c842740a62fe0"},
+    {file = "nltk-3.8.2.tar.gz", hash = "sha256:9c051aa981c6745894906d5c3aad27417f3d1c10d91eefca50382fc922966f31"},
 ]
 
 [package.dependencies]
@@ -1364,77 +1472,69 @@ files = [
 
 [[package]]
 name = "numpy"
-version = "2.0.1"
+version = "1.26.4"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.9"
 files = [
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 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
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+
+[package.extras]
+jupyter = ["ipywidgets (>=7.5.1,<9)"]
+
 [[package]]
 name = "six"
 version = "1.16.0"
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+    {file = "SQLAlchemy-2.0.32-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:14e09e083a5796d513918a66f3d6aedbc131e39e80875afe81d98a03312889e6"},
+    {file = "SQLAlchemy-2.0.32-cp39-cp39-win32.whl", hash = "sha256:0d322cc9c9b2154ba7e82f7bf25ecc7c36fbe2d82e2933b3642fc095a52cfc78"},
+    {file = "SQLAlchemy-2.0.32-cp39-cp39-win_amd64.whl", hash = "sha256:7dd8583df2f98dea28b5cd53a1beac963f4f9d087888d75f22fcc93a07cf8d84"},
+    {file = "SQLAlchemy-2.0.32-py3-none-any.whl", hash = "sha256:e567a8793a692451f706b363ccf3c45e056b67d90ead58c3bc9471af5d212202"},
+    {file = "SQLAlchemy-2.0.32.tar.gz", hash = "sha256:c1b88cc8b02b6a5f0efb0345a03672d4c897dc7d92585176f88c67346f565ea8"},
 ]
 
 [package.dependencies]
@@ -2245,13 +2379,13 @@ blobfile = ["blobfile (>=2)"]
 
 [[package]]
 name = "tqdm"
-version = "4.66.4"
+version = "4.66.5"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
-    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
+    {file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"},
+    {file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"},
 ]
 
 [package.dependencies]
@@ -2549,4 +2683,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "c40bf9487ff8e82ff805ae4ea5f54b7a22505aa865f4a7604499b7909867dd5e"
+content-hash = "060dc7106b76cc3c941e98208f47b8fac94b83c93d83f34688e69fad638aae22"
diff --git a/pyproject.toml b/pyproject.toml
index 599b1af5..8e364628 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,21 +19,22 @@ keywords = ["Memory", "LLM"]
 
 [tool.poetry.dependencies]
 python = "^3.10"
-llama-index-core = "0.10.44"
-llama-index-embeddings-dashscope = "0.1.3"
-llama-index-llms-dashscope = "0.1.2"
-llama-index-postprocessor-dashscope-rerank-custom = "0.1.0"
-llama-index-vector-stores-elasticsearch = "0.2.0"
+llama-index-core = ">=0.10.45"
+llama-index-embeddings-dashscope = ">=0.1.3"
+llama-index-llms-dashscope = ">=0.1.2"
+llama-index-postprocessor-dashscope-rerank-custom = ">=0.1.0"
+llama-index-vector-stores-elasticsearch = ">=0.2.0"
 pyfiglet = ">=1.0.2"
 termcolor = ">=2.4.0"
-llama-index = "0.10.45"
-fire = "0.6.0"
-questionary = "2.0.1"
+llama-index = ">=0.10.45"
+fire = ">=0.6.0"
+questionary = ">=2.0.1"
 pydantic = ">=2.7.1"
 dashscope = ">=1.19.1"
 elasticsearch = ">=8.14.0"
 pyyaml = ">=6.0.1"
 numpy = ">=1.26.4"
+rich = ">=13.0.0"
 
 [tool.poetry.group.dev.dependencies]
 pre-commit = "^3.7.1"